Read the Docs build information
Build id: 3814063
Project: datarobot-public-api-client
Version: early-access
Commit: ba9e178f513c19cd94c303700ed3dd9190194fd5
Date: 2026-03-09T17:43:37.650308Z
State: finished
Success: True


[rtd-command-info] start-time: 2026-03-09T17:46:41.136297Z, end-time: 2026-03-09T17:46:44.436006Z, duration: 3, exit-code: 0
git clone --depth 1 git@github.com:datarobot/public_api_client.git .
Cloning into '.'...
Warning: Permanently added 'github.com' (ED25519) to the list of known hosts.

[rtd-command-info] start-time: 2026-03-09T17:46:44.775512Z, end-time: 2026-03-09T17:46:47.588085Z, duration: 2, exit-code: 0
git fetch origin --force --prune --prune-tags --depth 50 refs/tags/early-access:refs/tags/early-access
Warning: Permanently added 'github.com' (ED25519) to the list of known hosts.
Warning: Permanently added 'github.com' (ED25519) to the list of known hosts.
From github.com:datarobot/public_api_client
 * [new tag]         v3.13.0rc0 -> v3.13.0rc0

[rtd-command-info] start-time: 2026-03-09T17:46:48.631147Z, end-time: 2026-03-09T17:46:49.224561Z, duration: 0, exit-code: 0
git checkout --force ba9e178f513c19cd94c303700ed3dd9190194fd5
Note: switching to 'ba9e178f513c19cd94c303700ed3dd9190194fd5'.

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 ba9e178 [PRED-12412] Fix columnNamesRemapping (#3988)

[rtd-command-info] start-time: 2026-03-09T17:46:49.307006Z, end-time: 2026-03-09T17:46:49.343379Z, duration: 0, exit-code: 0
cat .readthedocs.yml
# .readthedocs.yml
# Read the Docs configuration file
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details

# Required
version: 2

# Build documentation in the docs/ directory with Sphinx
sphinx:
  configuration: sdk_docs/conf.py

# Build documentation with MkDocs
#mkdocs:
#  configuration: mkdocs.yml

# Optionally build your docs in additional formats such as PDF
formats:
  - pdf

# Optionally set the version of Python and requirements required to build your docs
python:
  install:
    - method: pip
      path: .
      extra_requirements:
        - dev

build:
  os: ubuntu-22.04
  tools:
    python: "3.11"

[rtd-command-info] start-time: 2026-03-09T17:46:55.006904Z, end-time: 2026-03-09T17:46:55.060572Z, duration: 0, exit-code: 0
asdf global python 3.11.12


[rtd-command-info] start-time: 2026-03-09T17:46:55.417235Z, end-time: 2026-03-09T17:46:56.000976Z, duration: 0, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.11.12.final.0-64 in 361ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access, clear=False, no_vcs_ignore=False, global=False)
  seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv)
    added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0
  activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator

[rtd-command-info] start-time: 2026-03-09T17:46:56.083514Z, end-time: 2026-03-09T17:47:00.494807Z, duration: 4, exit-code: 0
python -m pip install --upgrade --no-cache-dir pip setuptools
Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (23.1)
Collecting pip
  Downloading pip-26.0.1-py3-none-any.whl (1.8 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 13.1 MB/s eta 0:00:00
Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (67.6.1)
Collecting setuptools
  Downloading setuptools-82.0.1-py3-none-any.whl (1.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.0/1.0 MB 24.4 MB/s eta 0:00:00
Installing collected packages: setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 67.6.1
    Uninstalling setuptools-67.6.1:
      Successfully uninstalled setuptools-67.6.1
  Attempting uninstall: pip
    Found existing installation: pip 23.1
    Uninstalling pip-23.1:
      Successfully uninstalled pip-23.1
Successfully installed pip-26.0.1 setuptools-82.0.1

[rtd-command-info] start-time: 2026-03-09T17:47:00.577231Z, end-time: 2026-03-09T17:47:04.976054Z, duration: 4, exit-code: 0
python -m pip install --upgrade --no-cache-dir sphinx
Collecting sphinx
  Downloading sphinx-9.0.4-py3-none-any.whl.metadata (5.8 kB)
Collecting sphinxcontrib-applehelp>=1.0.7 (from sphinx)
  Downloading sphinxcontrib_applehelp-2.0.0-py3-none-any.whl.metadata (2.3 kB)
Collecting sphinxcontrib-devhelp>=1.0.6 (from sphinx)
  Downloading sphinxcontrib_devhelp-2.0.0-py3-none-any.whl.metadata (2.3 kB)
Collecting sphinxcontrib-htmlhelp>=2.0.6 (from sphinx)
  Downloading sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl.metadata (2.3 kB)
Collecting sphinxcontrib-jsmath>=1.0.1 (from sphinx)
  Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl.metadata (1.4 kB)
Collecting sphinxcontrib-qthelp>=1.0.6 (from sphinx)
  Downloading sphinxcontrib_qthelp-2.0.0-py3-none-any.whl.metadata (2.3 kB)
Collecting sphinxcontrib-serializinghtml>=1.1.9 (from sphinx)
  Downloading sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl.metadata (2.4 kB)
Collecting Jinja2>=3.1 (from sphinx)
  Downloading jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB)
Collecting Pygments>=2.17 (from sphinx)
  Downloading pygments-2.19.2-py3-none-any.whl.metadata (2.5 kB)
Collecting docutils<0.23,>=0.20 (from sphinx)
  Downloading docutils-0.22.4-py3-none-any.whl.metadata (15 kB)
Collecting snowballstemmer>=2.2 (from sphinx)
  Downloading snowballstemmer-3.0.1-py3-none-any.whl.metadata (7.9 kB)
Collecting babel>=2.13 (from sphinx)
  Downloading babel-2.18.0-py3-none-any.whl.metadata (2.2 kB)
Collecting alabaster>=0.7.14 (from sphinx)
  Downloading alabaster-1.0.0-py3-none-any.whl.metadata (2.8 kB)
Collecting imagesize>=1.3 (from sphinx)
  Downloading imagesize-2.0.0-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting requests>=2.30.0 (from sphinx)
  Downloading requests-2.32.5-py3-none-any.whl.metadata (4.9 kB)
Collecting roman-numerals>=1.0.0 (from sphinx)
  Downloading roman_numerals-4.1.0-py3-none-any.whl.metadata (3.3 kB)
Collecting packaging>=23.0 (from sphinx)
  Downloading packaging-26.0-py3-none-any.whl.metadata (3.3 kB)
Collecting MarkupSafe>=2.0 (from Jinja2>=3.1->sphinx)
  Downloading markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.7 kB)
Collecting charset_normalizer<4,>=2 (from requests>=2.30.0->sphinx)
  Downloading charset_normalizer-3.4.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (39 kB)
Collecting idna<4,>=2.5 (from requests>=2.30.0->sphinx)
  Downloading idna-3.11-py3-none-any.whl.metadata (8.4 kB)
Collecting urllib3<3,>=1.21.1 (from requests>=2.30.0->sphinx)
  Downloading urllib3-2.6.3-py3-none-any.whl.metadata (6.9 kB)
Collecting certifi>=2017.4.17 (from requests>=2.30.0->sphinx)
  Downloading certifi-2026.2.25-py3-none-any.whl.metadata (2.5 kB)
Downloading sphinx-9.0.4-py3-none-any.whl (3.9 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.9/3.9 MB 62.8 MB/s  0:00:00
Downloading docutils-0.22.4-py3-none-any.whl (633 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 633.2/633.2 kB 933.9 MB/s  0:00:00
Downloading alabaster-1.0.0-py3-none-any.whl (13 kB)
Downloading babel-2.18.0-py3-none-any.whl (10.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.2/10.2 MB 293.8 MB/s  0:00:00
Downloading imagesize-2.0.0-py2.py3-none-any.whl (9.4 kB)
Downloading jinja2-3.1.6-py3-none-any.whl (134 kB)
Downloading markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (22 kB)
Downloading packaging-26.0-py3-none-any.whl (74 kB)
Downloading pygments-2.19.2-py3-none-any.whl (1.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 361.3 MB/s  0:00:00
Downloading requests-2.32.5-py3-none-any.whl (64 kB)
Downloading charset_normalizer-3.4.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (193 kB)
Downloading idna-3.11-py3-none-any.whl (71 kB)
Downloading urllib3-2.6.3-py3-none-any.whl (131 kB)
Downloading certifi-2026.2.25-py3-none-any.whl (153 kB)
Downloading roman_numerals-4.1.0-py3-none-any.whl (7.7 kB)
Downloading snowballstemmer-3.0.1-py3-none-any.whl (103 kB)
Downloading sphinxcontrib_applehelp-2.0.0-py3-none-any.whl (119 kB)
Downloading sphinxcontrib_devhelp-2.0.0-py3-none-any.whl (82 kB)
Downloading sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl (98 kB)
Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl (5.1 kB)
Downloading sphinxcontrib_qthelp-2.0.0-py3-none-any.whl (88 kB)
Downloading sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl (92 kB)
Installing collected packages: urllib3, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, snowballstemmer, roman-numerals, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset_normalizer, certifi, babel, alabaster, requests, Jinja2, sphinx

Successfully installed Jinja2-3.1.6 MarkupSafe-3.0.3 Pygments-2.19.2 alabaster-1.0.0 babel-2.18.0 certifi-2026.2.25 charset_normalizer-3.4.5 docutils-0.22.4 idna-3.11 imagesize-2.0.0 packaging-26.0 requests-2.32.5 roman-numerals-4.1.0 snowballstemmer-3.0.1 sphinx-9.0.4 sphinxcontrib-applehelp-2.0.0 sphinxcontrib-devhelp-2.0.0 sphinxcontrib-htmlhelp-2.1.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-2.0.0 sphinxcontrib-serializinghtml-2.0.0 urllib3-2.6.3

[rtd-command-info] start-time: 2026-03-09T17:47:05.057755Z, end-time: 2026-03-09T17:47:45.289489Z, duration: 40, exit-code: 0
python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[dev]
Processing ./.
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting pandas>=0.15 (from datarobot==3.13.0rc0)
  Downloading pandas-3.0.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (79 kB)
Collecting numpy (from datarobot==3.13.0rc0)
  Downloading numpy-2.4.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (6.6 kB)
Collecting pyyaml>=3.11 (from datarobot==3.13.0rc0)
  Downloading pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.4 kB)
Requirement already satisfied: requests>=2.28.1 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.13.0rc0) (2.32.5)
Collecting requests_toolbelt>=0.6 (from datarobot==3.13.0rc0)
  Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl.metadata (14 kB)
Collecting trafaret!=1.1.0,<2.2,>=0.7 (from datarobot==3.13.0rc0)
  Downloading trafaret-2.1.1-py3-none-any.whl.metadata (5.3 kB)
Requirement already satisfied: urllib3>=1.23 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.13.0rc0) (2.6.3)
Collecting typing-extensions<5,>=4.3.0 (from datarobot==3.13.0rc0)
  Downloading typing_extensions-4.15.0-py3-none-any.whl.metadata (3.3 kB)
Collecting strenum>=0.4.15 (from datarobot==3.13.0rc0)
  Downloading StrEnum-0.4.15-py3-none-any.whl.metadata (5.3 kB)
Collecting pytz>=2020.1 (from datarobot==3.13.0rc0)
  Downloading pytz-2026.1.post1-py2.py3-none-any.whl.metadata (22 kB)
Collecting python-dateutil>=2.8.2 (from datarobot==3.13.0rc0)
  Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting pytest<8.4.0,>=8.3.0 (from datarobot==3.13.0rc0)
  Downloading pytest-8.3.5-py3-none-any.whl.metadata (7.6 kB)
Collecting pytest-cov (from datarobot==3.13.0rc0)
  Downloading pytest_cov-7.0.0-py3-none-any.whl.metadata (31 kB)
Collecting responses==0.21 (from datarobot==3.13.0rc0)
  Downloading responses-0.21.0-py3-none-any.whl.metadata (41 kB)
Collecting pytest-asyncio==0.21.1 (from datarobot==3.13.0rc0)
  Downloading pytest_asyncio-0.21.1-py3-none-any.whl.metadata (4.0 kB)
Collecting pyarrow (from datarobot==3.13.0rc0)
  Downloading pyarrow-23.0.1-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (3.1 kB)
Collecting Pillow==10.4.0 (from datarobot==3.13.0rc0)
  Downloading pillow-10.4.0-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (9.2 kB)
Collecting databricks-connect>=13.0 (from datarobot==3.13.0rc0)
  Downloading databricks_connect-16.1.7-py2.py3-none-any.whl.metadata (2.6 kB)
Collecting authlib>=1.6.0 (from datarobot==3.13.0rc0)
  Downloading authlib-1.6.9-py2.py3-none-any.whl.metadata (9.8 kB)
Collecting pydantic>=2.11.3 (from datarobot==3.13.0rc0)
  Downloading pydantic-2.12.5-py3-none-any.whl.metadata (90 kB)
Collecting httpx>=0.28.1 (from datarobot==3.13.0rc0)
  Downloading httpx-0.28.1-py3-none-any.whl.metadata (7.1 kB)
Collecting respx (from datarobot==3.13.0rc0)
  Downloading respx-0.22.0-py2.py3-none-any.whl.metadata (4.1 kB)
Collecting fsspec>=2025.5.0 (from datarobot==3.13.0rc0)
  Downloading fsspec-2026.2.0-py3-none-any.whl.metadata (10 kB)
Collecting ruff>=0.14.1 (from datarobot==3.13.0rc0)
  Downloading ruff-0.15.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (26 kB)
Collecting mypy==1.16.0 (from datarobot==3.13.0rc0)
  Downloading mypy-1.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.metadata (2.1 kB)
Collecting types-PyYAML==6.0.12 (from datarobot==3.13.0rc0)
  Downloading types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB)
Collecting types-python-dateutil==2.8.19 (from datarobot==3.13.0rc0)
  Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB)
Collecting types-pytz==2022.2.1.0 (from datarobot==3.13.0rc0)
  Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB)
Collecting types-requests==2.28.11 (from datarobot==3.13.0rc0)
  Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB)
Collecting types-urllib3==1.26.25 (from datarobot==3.13.0rc0)
  Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB)
Collecting types-decorator==5.1.8 (from datarobot==3.13.0rc0)
  Downloading types_decorator-5.1.8-py3-none-any.whl.metadata (1.2 kB)
Collecting pydantic-settings>=2.2.0 (from datarobot==3.13.0rc0)
  Downloading pydantic_settings-2.13.1-py3-none-any.whl.metadata (3.4 kB)
Collecting psutil>=7.2.1 (from datarobot==3.13.0rc0)
  Downloading psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl.metadata (22 kB)
Requirement already satisfied: Sphinx>=8.1.3 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.13.0rc0) (9.0.4)
Collecting sphinx_rtd_theme>=3.0 (from datarobot==3.13.0rc0)
  Downloading sphinx_rtd_theme-3.1.0-py2.py3-none-any.whl.metadata (4.5 kB)
Collecting sphinx-external-toc (from datarobot==3.13.0rc0)
  Downloading sphinx_external_toc-1.1.0-py3-none-any.whl.metadata (18 kB)
Collecting nbsphinx>=0.9.5 (from datarobot==3.13.0rc0)
  Downloading nbsphinx-0.9.8-py3-none-any.whl.metadata (2.1 kB)
Collecting jupyter_contrib_nbextensions (from datarobot==3.13.0rc0)
  Downloading jupyter_contrib_nbextensions-0.7.0.tar.gz (23.5 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 52.2 MB/s  0:00:00
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting sphinx-autodoc-typehints>=2 (from datarobot==3.13.0rc0)
  Downloading sphinx_autodoc_typehints-3.6.1-py3-none-any.whl.metadata (8.7 kB)
Collecting sphinxcontrib-spelling==8.0.0 (from datarobot==3.13.0rc0)
  Downloading sphinxcontrib_spelling-8.0.0-py3-none-any.whl.metadata (2.9 kB)
Collecting pyenchant==3.2.2 (from datarobot==3.13.0rc0)
  Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB)
Collecting sphinx-copybutton (from datarobot==3.13.0rc0)
  Downloading sphinx_copybutton-0.5.2-py3-none-any.whl.metadata (3.2 kB)
Collecting sphinx-markdown-builder (from datarobot==3.13.0rc0)
  Downloading sphinx_markdown_builder-0.6.9-py3-none-any.whl.metadata (3.7 kB)
Collecting myst-parser==4.0.0 (from datarobot==3.13.0rc0)
  Downloading myst_parser-4.0.0-py3-none-any.whl.metadata (5.4 kB)
Collecting mypy_extensions>=1.0.0 (from mypy==1.16.0->datarobot==3.13.0rc0)
  Downloading mypy_extensions-1.1.0-py3-none-any.whl.metadata (1.1 kB)
Collecting pathspec>=0.9.0 (from mypy==1.16.0->datarobot==3.13.0rc0)
  Downloading pathspec-1.0.4-py3-none-any.whl.metadata (13 kB)
Collecting docutils<0.22,>=0.19 (from myst-parser==4.0.0->datarobot==3.13.0rc0)
  Downloading docutils-0.21.2-py3-none-any.whl.metadata (2.8 kB)
Requirement already satisfied: jinja2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from myst-parser==4.0.0->datarobot==3.13.0rc0) (3.1.6)
Collecting markdown-it-py~=3.0 (from myst-parser==4.0.0->datarobot==3.13.0rc0)
  Downloading markdown_it_py-3.0.0-py3-none-any.whl.metadata (6.9 kB)
Collecting mdit-py-plugins>=0.4.1,~=0.4 (from myst-parser==4.0.0->datarobot==3.13.0rc0)
  Downloading mdit_py_plugins-0.5.0-py3-none-any.whl.metadata (2.8 kB)
Collecting Sphinx>=8.1.3 (from datarobot==3.13.0rc0)
  Downloading sphinx-8.2.3-py3-none-any.whl.metadata (7.0 kB)
Collecting mdurl~=0.1 (from markdown-it-py~=3.0->myst-parser==4.0.0->datarobot==3.13.0rc0)
  Downloading mdurl-0.1.2-py3-none-any.whl.metadata (1.6 kB)
Collecting iniconfig (from pytest<8.4.0,>=8.3.0->datarobot==3.13.0rc0)
  Downloading iniconfig-2.3.0-py3-none-any.whl.metadata (2.5 kB)
Requirement already satisfied: packaging in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from pytest<8.4.0,>=8.3.0->datarobot==3.13.0rc0) (26.0)
Collecting pluggy<2,>=1.5 (from pytest<8.4.0,>=8.3.0->datarobot==3.13.0rc0)
  Downloading pluggy-1.6.0-py3-none-any.whl.metadata (4.8 kB)
Requirement already satisfied: charset_normalizer<4,>=2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from requests>=2.28.1->datarobot==3.13.0rc0) (3.4.5)
Requirement already satisfied: idna<4,>=2.5 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from requests>=2.28.1->datarobot==3.13.0rc0) (3.11)
Requirement already satisfied: certifi>=2017.4.17 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from requests>=2.28.1->datarobot==3.13.0rc0) (2026.2.25)
Requirement already satisfied: sphinxcontrib-applehelp>=1.0.7 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.0.0)
Requirement already satisfied: sphinxcontrib-devhelp>=1.0.6 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.0.0)
Requirement already satisfied: sphinxcontrib-htmlhelp>=2.0.6 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.1.0)
Requirement already satisfied: sphinxcontrib-jsmath>=1.0.1 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (1.0.1)
Requirement already satisfied: sphinxcontrib-qthelp>=1.0.6 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.0.0)
Requirement already satisfied: sphinxcontrib-serializinghtml>=1.1.9 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.0.0)
Requirement already satisfied: Pygments>=2.17 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.19.2)
Requirement already satisfied: snowballstemmer>=2.2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (3.0.1)
Requirement already satisfied: babel>=2.13 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.18.0)
Requirement already satisfied: alabaster>=0.7.14 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (1.0.0)
Requirement already satisfied: imagesize>=1.3 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from Sphinx>=8.1.3->datarobot==3.13.0rc0) (2.0.0)
Collecting roman-numerals-py>=1.0.0 (from Sphinx>=8.1.3->datarobot==3.13.0rc0)
  Downloading roman_numerals_py-4.1.0-py3-none-any.whl.metadata (561 bytes)
Collecting cryptography (from authlib>=1.6.0->datarobot==3.13.0rc0)
  Downloading cryptography-46.0.5-cp311-abi3-manylinux_2_34_x86_64.whl.metadata (5.7 kB)
Collecting databricks-sdk>=0.29.0 (from databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading databricks_sdk-0.97.0-py3-none-any.whl.metadata (40 kB)
Collecting googleapis-common-protos>=1.56.4 (from databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading googleapis_common_protos-1.73.0-py3-none-any.whl.metadata (9.4 kB)
Collecting grpcio-status>=1.59.3 (from databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading grpcio_status-1.78.0-py3-none-any.whl.metadata (1.3 kB)
Collecting grpcio>=1.59.3 (from databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading grpcio-1.78.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (3.8 kB)
Collecting numpy (from datarobot==3.13.0rc0)
  Downloading numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (61 kB)
Collecting py4j==0.10.9.7 (from databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading py4j-0.10.9.7-py2.py3-none-any.whl.metadata (1.5 kB)
Requirement already satisfied: setuptools>=68.0.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from databricks-connect>=13.0->datarobot==3.13.0rc0) (82.0.1)
Collecting six (from databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
Collecting google-auth~=2.0 (from databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading google_auth-2.49.0-py3-none-any.whl.metadata (6.2 kB)
Collecting protobuf!=5.26.*,!=5.27.*,!=5.28.*,!=5.29.0,!=5.29.1,!=5.29.2,!=5.29.3,!=5.29.4,!=6.30.0,!=6.30.1,!=6.31.0,<7.0,>=4.25.8 (from databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading protobuf-6.33.5-cp39-abi3-manylinux2014_x86_64.whl.metadata (593 bytes)
Collecting pyasn1-modules>=0.2.1 (from google-auth~=2.0->databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading pyasn1_modules-0.4.2-py3-none-any.whl.metadata (3.5 kB)
Collecting rsa<5,>=3.1.4 (from google-auth~=2.0->databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading rsa-4.9.1-py3-none-any.whl.metadata (5.6 kB)
Collecting pyasn1>=0.1.3 (from rsa<5,>=3.1.4->google-auth~=2.0->databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.13.0rc0)
  Downloading pyasn1-0.6.2-py3-none-any.whl.metadata (8.4 kB)
Collecting cffi>=2.0.0 (from cryptography->authlib>=1.6.0->datarobot==3.13.0rc0)
  Downloading cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (2.6 kB)
Collecting pycparser (from cffi>=2.0.0->cryptography->authlib>=1.6.0->datarobot==3.13.0rc0)
  Downloading pycparser-3.0-py3-none-any.whl.metadata (8.2 kB)
Collecting anyio (from httpx>=0.28.1->datarobot==3.13.0rc0)
  Downloading anyio-4.12.1-py3-none-any.whl.metadata (4.3 kB)
Collecting httpcore==1.* (from httpx>=0.28.1->datarobot==3.13.0rc0)
  Downloading httpcore-1.0.9-py3-none-any.whl.metadata (21 kB)
Collecting h11>=0.16 (from httpcore==1.*->httpx>=0.28.1->datarobot==3.13.0rc0)
  Downloading h11-0.16.0-py3-none-any.whl.metadata (8.3 kB)
Requirement already satisfied: MarkupSafe>=2.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from jinja2->myst-parser==4.0.0->datarobot==3.13.0rc0) (3.0.3)
Collecting nbconvert!=5.4,>=5.3 (from nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading nbconvert-7.17.0-py3-none-any.whl.metadata (8.4 kB)
Collecting nbformat (from nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading nbformat-5.10.4-py3-none-any.whl.metadata (3.6 kB)
Collecting traitlets>=5 (from nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading traitlets-5.14.3-py3-none-any.whl.metadata (10 kB)
Collecting beautifulsoup4 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading beautifulsoup4-4.14.3-py3-none-any.whl.metadata (3.8 kB)
Collecting bleach!=5.0.0 (from bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading bleach-6.3.0-py3-none-any.whl.metadata (31 kB)
Collecting defusedxml (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading defusedxml-0.7.1-py2.py3-none-any.whl.metadata (32 kB)
Collecting jupyter-core>=4.7 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading jupyter_core-5.9.1-py3-none-any.whl.metadata (1.5 kB)
Collecting jupyterlab-pygments (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading jupyterlab_pygments-0.3.0-py3-none-any.whl.metadata (4.4 kB)
Collecting mistune<4,>=2.0.3 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading mistune-3.2.0-py3-none-any.whl.metadata (1.9 kB)
Collecting nbclient>=0.5.0 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading nbclient-0.10.4-py3-none-any.whl.metadata (8.3 kB)
Collecting pandocfilters>=1.4.1 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading pandocfilters-1.5.1-py2.py3-none-any.whl.metadata (9.0 kB)
Collecting webencodings (from bleach!=5.0.0->bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading webencodings-0.5.1-py2.py3-none-any.whl.metadata (2.1 kB)
Collecting tinycss2<1.5,>=1.1.0 (from bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading tinycss2-1.4.0-py3-none-any.whl.metadata (3.0 kB)
Collecting platformdirs>=2.5 (from jupyter-core>=4.7->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading platformdirs-4.9.4-py3-none-any.whl.metadata (4.7 kB)
Collecting jupyter-client>=6.1.12 (from nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading jupyter_client-8.8.0-py3-none-any.whl.metadata (8.4 kB)
Collecting pyzmq>=25.0 (from jupyter-client>=6.1.12->nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading pyzmq-27.1.0-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (6.0 kB)
Collecting tornado>=6.4.1 (from jupyter-client>=6.1.12->nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading tornado-6.5.4-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.8 kB)
Collecting fastjsonschema>=2.15 (from nbformat->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading fastjsonschema-2.21.2-py3-none-any.whl.metadata (2.3 kB)
Collecting jsonschema>=2.6 (from nbformat->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading jsonschema-4.26.0-py3-none-any.whl.metadata (7.6 kB)
Collecting attrs>=22.2.0 (from jsonschema>=2.6->nbformat->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading attrs-25.4.0-py3-none-any.whl.metadata (10 kB)
Collecting jsonschema-specifications>=2023.03.6 (from jsonschema>=2.6->nbformat->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading jsonschema_specifications-2025.9.1-py3-none-any.whl.metadata (2.9 kB)
Collecting referencing>=0.28.4 (from jsonschema>=2.6->nbformat->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading referencing-0.37.0-py3-none-any.whl.metadata (2.8 kB)
Collecting rpds-py>=0.25.0 (from jsonschema>=2.6->nbformat->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading rpds_py-0.30.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.1 kB)
Collecting annotated-types>=0.6.0 (from pydantic>=2.11.3->datarobot==3.13.0rc0)
  Downloading annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)
Collecting pydantic-core==2.41.5 (from pydantic>=2.11.3->datarobot==3.13.0rc0)
  Downloading pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.3 kB)
Collecting typing-inspection>=0.4.2 (from pydantic>=2.11.3->datarobot==3.13.0rc0)
  Downloading typing_inspection-0.4.2-py3-none-any.whl.metadata (2.6 kB)
Collecting python-dotenv>=0.21.0 (from pydantic-settings>=2.2.0->datarobot==3.13.0rc0)
  Downloading python_dotenv-1.2.2-py3-none-any.whl.metadata (27 kB)
Requirement already satisfied: roman-numerals==4.1.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from roman-numerals-py>=1.0.0->Sphinx>=8.1.3->datarobot==3.13.0rc0) (4.1.0)
INFO: pip is looking at multiple versions of sphinx-autodoc-typehints to determine which version is compatible with other requirements. This could take a while.
Collecting sphinx-autodoc-typehints>=2 (from datarobot==3.13.0rc0)
  Downloading sphinx_autodoc_typehints-3.6.0-py3-none-any.whl.metadata (8.7 kB)
  Downloading sphinx_autodoc_typehints-3.5.2-py3-none-any.whl.metadata (8.7 kB)
Collecting sphinxcontrib-jquery<5,>=4 (from sphinx_rtd_theme>=3.0->datarobot==3.13.0rc0)
  Downloading sphinxcontrib_jquery-4.1-py2.py3-none-any.whl.metadata (2.6 kB)
Collecting soupsieve>=1.6.1 (from beautifulsoup4->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.13.0rc0)
  Downloading soupsieve-2.8.3-py3-none-any.whl.metadata (4.6 kB)
Collecting ipython_genutils (from jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading ipython_genutils-0.2.0-py2.py3-none-any.whl.metadata (755 bytes)
Collecting jupyter_contrib_core>=0.3.3 (from jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_contrib_core-0.4.2.tar.gz (17 kB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting jupyter_highlight_selected_word>=0.1.1 (from jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_highlight_selected_word-0.2.0-py2.py3-none-any.whl.metadata (730 bytes)
Collecting jupyter_nbextensions_configurator>=0.4.0 (from jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_nbextensions_configurator-0.6.4-py2.py3-none-any.whl.metadata (1.8 kB)
Collecting notebook>=6.0 (from jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading notebook-7.5.4-py3-none-any.whl.metadata (10 kB)
Collecting lxml (from jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading lxml-6.0.2-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (3.6 kB)
Collecting jupyter-server (from jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_server-2.17.0-py3-none-any.whl.metadata (8.5 kB)
Collecting jupyterlab-server<3,>=2.28.0 (from notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyterlab_server-2.28.0-py3-none-any.whl.metadata (5.9 kB)
Collecting jupyterlab<4.6,>=4.5.5 (from notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyterlab-4.5.5-py3-none-any.whl.metadata (16 kB)
Collecting notebook-shim<0.3,>=0.2 (from notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading notebook_shim-0.2.4-py3-none-any.whl.metadata (4.0 kB)
Collecting argon2-cffi>=21.1 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading argon2_cffi-25.1.0-py3-none-any.whl.metadata (4.1 kB)
Collecting jupyter-events>=0.11.0 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_events-0.12.0-py3-none-any.whl.metadata (5.8 kB)
Collecting jupyter-server-terminals>=0.4.4 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_server_terminals-0.5.4-py3-none-any.whl.metadata (5.9 kB)
Collecting overrides>=5.0 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading overrides-7.7.0-py3-none-any.whl.metadata (5.8 kB)
Collecting prometheus-client>=0.9 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading prometheus_client-0.24.1-py3-none-any.whl.metadata (2.1 kB)
Collecting send2trash>=1.8.2 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading send2trash-2.1.0-py3-none-any.whl.metadata (4.1 kB)
Collecting terminado>=0.8.3 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading terminado-0.18.1-py3-none-any.whl.metadata (5.8 kB)
Collecting websocket-client>=1.7 (from jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading websocket_client-1.9.0-py3-none-any.whl.metadata (8.3 kB)
Collecting async-lru>=1.0.0 (from jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading async_lru-2.2.0-py3-none-any.whl.metadata (7.2 kB)
Collecting ipykernel!=6.30.0,>=6.5.0 (from jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading ipykernel-7.2.0-py3-none-any.whl.metadata (4.5 kB)
Collecting jupyter-lsp>=2.0.0 (from jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jupyter_lsp-2.3.0-py3-none-any.whl.metadata (1.8 kB)
Collecting json5>=0.9.0 (from jupyterlab-server<3,>=2.28.0->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading json5-0.13.0-py3-none-any.whl.metadata (36 kB)
Collecting argon2-cffi-bindings (from argon2-cffi>=21.1->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading argon2_cffi_bindings-25.1.0-cp39-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (7.4 kB)
Collecting comm>=0.1.1 (from ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading comm-0.2.3-py3-none-any.whl.metadata (3.7 kB)
Collecting debugpy>=1.6.5 (from ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading debugpy-1.8.20-cp311-cp311-manylinux_2_34_x86_64.whl.metadata (1.4 kB)
Collecting ipython>=7.23.1 (from ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading ipython-9.10.0-py3-none-any.whl.metadata (4.6 kB)
Collecting matplotlib-inline>=0.1 (from ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading matplotlib_inline-0.2.1-py3-none-any.whl.metadata (2.3 kB)
Collecting nest-asyncio>=1.4 (from ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading nest_asyncio-1.6.0-py3-none-any.whl.metadata (2.8 kB)
Collecting decorator>=4.3.2 (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading decorator-5.2.1-py3-none-any.whl.metadata (3.9 kB)
Collecting ipython-pygments-lexers>=1.0.0 (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading ipython_pygments_lexers-1.1.1-py3-none-any.whl.metadata (1.1 kB)
Collecting jedi>=0.18.1 (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jedi-0.19.2-py2.py3-none-any.whl.metadata (22 kB)
Collecting pexpect>4.3 (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading pexpect-4.9.0-py2.py3-none-any.whl.metadata (2.5 kB)
Collecting prompt_toolkit<3.1.0,>=3.0.41 (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading prompt_toolkit-3.0.52-py3-none-any.whl.metadata (6.4 kB)
Collecting stack_data>=0.6.0 (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading stack_data-0.6.3-py3-none-any.whl.metadata (18 kB)
Collecting wcwidth (from prompt_toolkit<3.1.0,>=3.0.41->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading wcwidth-0.6.0-py3-none-any.whl.metadata (30 kB)
Collecting parso<0.9.0,>=0.8.4 (from jedi>=0.18.1->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading parso-0.8.6-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting python-json-logger>=2.0.4 (from jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading python_json_logger-4.0.0-py3-none-any.whl.metadata (4.0 kB)
Collecting rfc3339-validator (from jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading rfc3339_validator-0.1.4-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting rfc3986-validator>=0.1.1 (from jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading rfc3986_validator-0.1.1-py2.py3-none-any.whl.metadata (1.7 kB)
Collecting fqdn (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading fqdn-1.5.1-py3-none-any.whl.metadata (1.4 kB)
Collecting isoduration (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading isoduration-20.11.0-py3-none-any.whl.metadata (5.7 kB)
Collecting jsonpointer>1.13 (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading jsonpointer-3.0.0-py2.py3-none-any.whl.metadata (2.3 kB)
Collecting rfc3987-syntax>=1.1.0 (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading rfc3987_syntax-1.1.0-py3-none-any.whl.metadata (7.7 kB)
Collecting uri-template (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading uri_template-1.3.0-py3-none-any.whl.metadata (8.8 kB)
Collecting webcolors>=24.6.0 (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading webcolors-25.10.0-py3-none-any.whl.metadata (2.2 kB)
Collecting ptyprocess>=0.5 (from pexpect>4.3->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading ptyprocess-0.7.0-py2.py3-none-any.whl.metadata (1.3 kB)
Collecting lark>=1.2.2 (from rfc3987-syntax>=1.1.0->jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading lark-1.3.1-py3-none-any.whl.metadata (1.8 kB)
Collecting executing>=1.2.0 (from stack_data>=0.6.0->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading executing-2.2.1-py2.py3-none-any.whl.metadata (8.9 kB)
Collecting asttokens>=2.1.0 (from stack_data>=0.6.0->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading asttokens-3.0.1-py3-none-any.whl.metadata (4.9 kB)
Collecting pure-eval (from stack_data>=0.6.0->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab<4.6,>=4.5.5->notebook>=6.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading pure_eval-0.2.3-py3-none-any.whl.metadata (6.3 kB)
Collecting arrow>=0.15.0 (from isoduration->jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading arrow-1.4.0-py3-none-any.whl.metadata (7.7 kB)
Collecting tzdata (from arrow>=0.15.0->isoduration->jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server->jupyter_nbextensions_configurator>=0.4.0->jupyter_contrib_nbextensions->datarobot==3.13.0rc0)
  Downloading tzdata-2025.3-py2.py3-none-any.whl.metadata (1.4 kB)
Collecting coverage>=7.10.6 (from coverage[toml]>=7.10.6->pytest-cov->datarobot==3.13.0rc0)
  Downloading coverage-7.13.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.metadata (8.5 kB)
Collecting click>=7.1 (from sphinx-external-toc->datarobot==3.13.0rc0)
  Downloading click-8.3.1-py3-none-any.whl.metadata (2.6 kB)
Collecting sphinx-multitoc-numbering>=0.1.3 (from sphinx-external-toc->datarobot==3.13.0rc0)
  Downloading sphinx_multitoc_numbering-0.1.3-py3-none-any.whl.metadata (2.6 kB)
Collecting tabulate (from sphinx-markdown-builder->datarobot==3.13.0rc0)
  Downloading tabulate-0.10.0-py3-none-any.whl.metadata (40 kB)
Downloading mypy-1.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl (12.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 12.5/12.5 MB 185.4 MB/s  0:00:00
Downloading myst_parser-4.0.0-py3-none-any.whl (84 kB)
Downloading pillow-10.4.0-cp311-cp311-manylinux_2_28_x86_64.whl (4.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.5/4.5 MB 240.3 MB/s  0:00:00
Downloading pyenchant-3.2.2-py3-none-any.whl (55 kB)
Downloading pytest_asyncio-0.21.1-py3-none-any.whl (13 kB)
Downloading responses-0.21.0-py3-none-any.whl (45 kB)
Downloading sphinxcontrib_spelling-8.0.0-py3-none-any.whl (16 kB)
Downloading types_decorator-5.1.8-py3-none-any.whl (2.7 kB)
Downloading types_python_dateutil-2.8.19-py3-none-any.whl (8.0 kB)
Downloading types_pytz-2022.2.1.0-py3-none-any.whl (4.5 kB)
Downloading types_PyYAML-6.0.12-py3-none-any.whl (14 kB)
Downloading types_requests-2.28.11-py3-none-any.whl (13 kB)
Downloading types_urllib3-1.26.25-py3-none-any.whl (14 kB)
Downloading docutils-0.21.2-py3-none-any.whl (587 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 587.4/587.4 kB 602.6 MB/s  0:00:00
Downloading markdown_it_py-3.0.0-py3-none-any.whl (87 kB)
Downloading mdit_py_plugins-0.5.0-py3-none-any.whl (57 kB)
Downloading mdurl-0.1.2-py3-none-any.whl (10.0 kB)
Downloading pytest-8.3.5-py3-none-any.whl (343 kB)
Downloading pluggy-1.6.0-py3-none-any.whl (20 kB)
Downloading sphinx-8.2.3-py3-none-any.whl (3.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.6/3.6 MB 276.6 MB/s  0:00:00
Downloading trafaret-2.1.1-py3-none-any.whl (28 kB)
Downloading typing_extensions-4.15.0-py3-none-any.whl (44 kB)
Downloading authlib-1.6.9-py2.py3-none-any.whl (244 kB)
Downloading databricks_connect-16.1.7-py2.py3-none-any.whl (2.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.4/2.4 MB 265.8 MB/s  0:00:00
Downloading py4j-0.10.9.7-py2.py3-none-any.whl (200 kB)
Downloading numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18.3/18.3 MB 347.2 MB/s  0:00:00
Downloading databricks_sdk-0.97.0-py3-none-any.whl (822 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 822.0/822.0 kB 977.3 MB/s  0:00:00
Downloading google_auth-2.49.0-py3-none-any.whl (240 kB)
Downloading protobuf-6.33.5-cp39-abi3-manylinux2014_x86_64.whl (323 kB)
Downloading rsa-4.9.1-py3-none-any.whl (34 kB)
Downloading cryptography-46.0.5-cp311-abi3-manylinux_2_34_x86_64.whl (4.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.5/4.5 MB 418.8 MB/s  0:00:00
Downloading cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (215 kB)
Downloading fsspec-2026.2.0-py3-none-any.whl (202 kB)
Downloading googleapis_common_protos-1.73.0-py3-none-any.whl (297 kB)
Downloading grpcio-1.78.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (6.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.7/6.7 MB 479.2 MB/s  0:00:00
Downloading grpcio_status-1.78.0-py3-none-any.whl (14 kB)
Downloading httpx-0.28.1-py3-none-any.whl (73 kB)
Downloading httpcore-1.0.9-py3-none-any.whl (78 kB)
Downloading h11-0.16.0-py3-none-any.whl (37 kB)
Downloading mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB)
Downloading nbsphinx-0.9.8-py3-none-any.whl (31 kB)
Downloading nbconvert-7.17.0-py3-none-any.whl (261 kB)
Downloading mistune-3.2.0-py3-none-any.whl (53 kB)
Downloading bleach-6.3.0-py3-none-any.whl (164 kB)
Downloading tinycss2-1.4.0-py3-none-any.whl (26 kB)
Downloading jupyter_core-5.9.1-py3-none-any.whl (29 kB)
Downloading nbclient-0.10.4-py3-none-any.whl (25 kB)
Downloading jupyter_client-8.8.0-py3-none-any.whl (107 kB)
Downloading nbformat-5.10.4-py3-none-any.whl (78 kB)
Downloading fastjsonschema-2.21.2-py3-none-any.whl (24 kB)
Downloading jsonschema-4.26.0-py3-none-any.whl (90 kB)
Downloading attrs-25.4.0-py3-none-any.whl (67 kB)
Downloading jsonschema_specifications-2025.9.1-py3-none-any.whl (18 kB)
Downloading pandas-3.0.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (11.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.3/11.3 MB 513.7 MB/s  0:00:00
Downloading pandocfilters-1.5.1-py2.py3-none-any.whl (8.7 kB)
Downloading pathspec-1.0.4-py3-none-any.whl (55 kB)
Downloading platformdirs-4.9.4-py3-none-any.whl (21 kB)
Downloading psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl (155 kB)
Downloading pyarrow-23.0.1-cp311-cp311-manylinux_2_28_x86_64.whl (47.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47.6/47.6 MB 264.5 MB/s  0:00:00
Downloading pyasn1-0.6.2-py3-none-any.whl (83 kB)
Downloading pyasn1_modules-0.4.2-py3-none-any.whl (181 kB)
Downloading pydantic-2.12.5-py3-none-any.whl (463 kB)
Downloading pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 978.3 MB/s  0:00:00
Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB)
Downloading pydantic_settings-2.13.1-py3-none-any.whl (58 kB)
Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Downloading python_dotenv-1.2.2-py3-none-any.whl (22 kB)
Downloading pytz-2026.1.post1-py2.py3-none-any.whl (510 kB)
Downloading pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (806 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 806.6/806.6 kB 1.0 GB/s  0:00:00
Downloading pyzmq-27.1.0-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl (857 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 857.0/857.0 kB 363.2 MB/s  0:00:00
Downloading referencing-0.37.0-py3-none-any.whl (26 kB)
Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl (54 kB)
Downloading roman_numerals_py-4.1.0-py3-none-any.whl (4.5 kB)
Downloading rpds_py-0.30.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (390 kB)
Downloading ruff-0.15.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (11.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.2/11.2 MB 635.7 MB/s  0:00:00
Downloading six-1.17.0-py2.py3-none-any.whl (11 kB)
Downloading sphinx_autodoc_typehints-3.5.2-py3-none-any.whl (21 kB)
Downloading sphinx_rtd_theme-3.1.0-py2.py3-none-any.whl (7.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.7/7.7 MB 299.7 MB/s  0:00:00
Downloading sphinxcontrib_jquery-4.1-py2.py3-none-any.whl (121 kB)
Downloading StrEnum-0.4.15-py3-none-any.whl (8.9 kB)
Downloading tornado-6.5.4-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (445 kB)
Downloading traitlets-5.14.3-py3-none-any.whl (85 kB)
Downloading typing_inspection-0.4.2-py3-none-any.whl (14 kB)
Downloading webencodings-0.5.1-py2.py3-none-any.whl (11 kB)
Downloading anyio-4.12.1-py3-none-any.whl (113 kB)
Downloading beautifulsoup4-4.14.3-py3-none-any.whl (107 kB)
Downloading soupsieve-2.8.3-py3-none-any.whl (37 kB)
Downloading defusedxml-0.7.1-py2.py3-none-any.whl (25 kB)
Downloading iniconfig-2.3.0-py3-none-any.whl (7.5 kB)
Downloading jupyter_highlight_selected_word-0.2.0-py2.py3-none-any.whl (11 kB)
Downloading jupyter_nbextensions_configurator-0.6.4-py2.py3-none-any.whl (466 kB)
Downloading notebook-7.5.4-py3-none-any.whl (14.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.6/14.6 MB 333.2 MB/s  0:00:00
Downloading jupyter_server-2.17.0-py3-none-any.whl (388 kB)
Downloading jupyterlab-4.5.5-py3-none-any.whl (12.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 12.4/12.4 MB 467.1 MB/s  0:00:00
Downloading jupyterlab_server-2.28.0-py3-none-any.whl (59 kB)
Downloading notebook_shim-0.2.4-py3-none-any.whl (13 kB)
Downloading argon2_cffi-25.1.0-py3-none-any.whl (14 kB)
Downloading async_lru-2.2.0-py3-none-any.whl (7.9 kB)
Downloading ipykernel-7.2.0-py3-none-any.whl (118 kB)
Downloading comm-0.2.3-py3-none-any.whl (7.3 kB)
Downloading debugpy-1.8.20-cp311-cp311-manylinux_2_34_x86_64.whl (3.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.2/3.2 MB 363.5 MB/s  0:00:00
Downloading ipython-9.10.0-py3-none-any.whl (622 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 622.8/622.8 kB 365.9 MB/s  0:00:00
Downloading prompt_toolkit-3.0.52-py3-none-any.whl (391 kB)
Downloading decorator-5.2.1-py3-none-any.whl (9.2 kB)
Downloading ipython_pygments_lexers-1.1.1-py3-none-any.whl (8.1 kB)
Downloading jedi-0.19.2-py2.py3-none-any.whl (1.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/1.6 MB 909.6 MB/s  0:00:00
Downloading parso-0.8.6-py2.py3-none-any.whl (106 kB)
Downloading json5-0.13.0-py3-none-any.whl (36 kB)
Downloading jupyter_events-0.12.0-py3-none-any.whl (19 kB)
Downloading jsonpointer-3.0.0-py2.py3-none-any.whl (7.6 kB)
Downloading jupyter_lsp-2.3.0-py3-none-any.whl (76 kB)
Downloading jupyter_server_terminals-0.5.4-py3-none-any.whl (13 kB)
Downloading matplotlib_inline-0.2.1-py3-none-any.whl (9.5 kB)
Downloading nest_asyncio-1.6.0-py3-none-any.whl (5.2 kB)
Downloading overrides-7.7.0-py3-none-any.whl (17 kB)
Downloading pexpect-4.9.0-py2.py3-none-any.whl (63 kB)
Downloading prometheus_client-0.24.1-py3-none-any.whl (64 kB)
Downloading ptyprocess-0.7.0-py2.py3-none-any.whl (13 kB)
Downloading python_json_logger-4.0.0-py3-none-any.whl (15 kB)
Downloading rfc3986_validator-0.1.1-py2.py3-none-any.whl (4.2 kB)
Downloading rfc3987_syntax-1.1.0-py3-none-any.whl (8.0 kB)
Downloading lark-1.3.1-py3-none-any.whl (113 kB)
Downloading send2trash-2.1.0-py3-none-any.whl (17 kB)
Downloading stack_data-0.6.3-py3-none-any.whl (24 kB)
Downloading asttokens-3.0.1-py3-none-any.whl (27 kB)
Downloading executing-2.2.1-py2.py3-none-any.whl (28 kB)
Downloading terminado-0.18.1-py3-none-any.whl (14 kB)
Downloading webcolors-25.10.0-py3-none-any.whl (14 kB)
Downloading websocket_client-1.9.0-py3-none-any.whl (82 kB)
Downloading argon2_cffi_bindings-25.1.0-cp39-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl (87 kB)
Downloading fqdn-1.5.1-py3-none-any.whl (9.1 kB)
Downloading ipython_genutils-0.2.0-py2.py3-none-any.whl (26 kB)
Downloading isoduration-20.11.0-py3-none-any.whl (11 kB)
Downloading arrow-1.4.0-py3-none-any.whl (68 kB)
Downloading jupyterlab_pygments-0.3.0-py3-none-any.whl (15 kB)
Downloading lxml-6.0.2-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl (5.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.2/5.2 MB 277.5 MB/s  0:00:00
Downloading pure_eval-0.2.3-py3-none-any.whl (11 kB)
Downloading pycparser-3.0-py3-none-any.whl (48 kB)
Downloading pytest_cov-7.0.0-py3-none-any.whl (22 kB)
Downloading coverage-7.13.4-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (252 kB)
Downloading respx-0.22.0-py2.py3-none-any.whl (25 kB)
Downloading rfc3339_validator-0.1.4-py2.py3-none-any.whl (3.5 kB)
Downloading sphinx_copybutton-0.5.2-py3-none-any.whl (13 kB)
Downloading sphinx_external_toc-1.1.0-py3-none-any.whl (30 kB)
Downloading click-8.3.1-py3-none-any.whl (108 kB)
Downloading sphinx_multitoc_numbering-0.1.3-py3-none-any.whl (4.6 kB)
Downloading sphinx_markdown_builder-0.6.9-py3-none-any.whl (16 kB)
Downloading tabulate-0.10.0-py3-none-any.whl (39 kB)
Downloading tzdata-2025.3-py2.py3-none-any.whl (348 kB)
Downloading uri_template-1.3.0-py3-none-any.whl (11 kB)
Downloading wcwidth-0.6.0-py3-none-any.whl (94 kB)
Building wheels for collected packages: datarobot, jupyter_contrib_nbextensions, jupyter_contrib_core
  Building wheel for datarobot (pyproject.toml): started
  Building wheel for datarobot (pyproject.toml): finished with status 'done'
  Created wheel for datarobot: filename=datarobot-3.13.0rc0-py3-none-any.whl size=1376603 sha256=f62a7b0edc1629193658efb7be006899be2691f29a75d98ef5976166086f70c0
  Stored in directory: /tmp/pip-ephem-wheel-cache-t3y7docy/wheels/12/51/52/5f992eb255f4bd779289aa206fd750c83ef8c86789e797f5af
  Building wheel for jupyter_contrib_nbextensions (pyproject.toml): started
  Building wheel for jupyter_contrib_nbextensions (pyproject.toml): finished with status 'done'
  Created wheel for jupyter_contrib_nbextensions: filename=jupyter_contrib_nbextensions-0.7.0-py2.py3-none-any.whl size=23428842 sha256=842d24bca1229f79be20bf053238c06c6eaf447a6060374c240109603e9c7da7
  Stored in directory: /tmp/pip-ephem-wheel-cache-t3y7docy/wheels/cd/25/fe/cb6f3e82f5b1921b0157ac9e32adb2e54806ec1befc446be21
  Building wheel for jupyter_contrib_core (pyproject.toml): started
  Building wheel for jupyter_contrib_core (pyproject.toml): finished with status 'done'
  Created wheel for jupyter_contrib_core: filename=jupyter_contrib_core-0.4.2-py2.py3-none-any.whl size=17569 sha256=082798ce0ae47a297e91d8b90d0fff4977ef5644fc36e779e0e3475bb8b78052
  Stored in directory: /tmp/pip-ephem-wheel-cache-t3y7docy/wheels/37/c3/18/be7a983c1120f15dc0c2d1cb9c33749871a93b034185e00ced
Successfully built datarobot jupyter_contrib_nbextensions jupyter_contrib_core
Installing collected packages: webencodings, types-urllib3, types-PyYAML, types-pytz, types-python-dateutil, types-decorator, trafaret, strenum, pytz, py4j, pure-eval, ptyprocess, jupyter_highlight_selected_word, ipython_genutils, fastjsonschema, websocket-client, webcolors, wcwidth, uri-template, tzdata, typing-extensions, types-requests, traitlets, tornado, tinycss2, tabulate, soupsieve, six, send2trash, ruff, rpds-py, roman-numerals-py, rfc3986-validator, pyzmq, pyyaml, python-json-logger, python-dotenv, pyenchant, pycparser, pyasn1, pyarrow, psutil, protobuf, prometheus-client, pluggy, platformdirs, Pillow, pexpect, pathspec, parso, pandocfilters, overrides, numpy, nest-asyncio, mypy_extensions, mistune, mdurl, lxml, lark, jupyterlab-pygments, jsonpointer, json5, ipython-pygments-lexers, iniconfig, h11, fsspec, fqdn, executing, docutils, defusedxml, decorator, debugpy, coverage, comm, click, bleach, attrs, async-lru, asttokens, annotated-types, typing-inspection, terminado, stack_data, Sphinx, rsa, rfc3987-syntax, rfc3339-validator, responses, requests_toolbelt, referencing, python-dateutil, pytest, pydantic-core, pyasn1-modules, prompt_toolkit, mypy, matplotlib-inline, markdown-it-py, jupyter-core, jedi, httpcore, grpcio, googleapis-common-protos, cffi, beautifulsoup4, anyio, sphinxcontrib-spelling, sphinxcontrib-jquery, sphinx-multitoc-numbering, sphinx-markdown-builder, sphinx-copybutton, sphinx-autodoc-typehints, pytest-cov, pytest-asyncio, pydantic, pandas, mdit-py-plugins, jupyter-server-terminals, jupyter-client, jsonschema-specifications, ipython, httpx, grpcio-status, cryptography, arrow, argon2-cffi-bindings, sphinx_rtd_theme, sphinx-external-toc, respx, pydantic-settings, myst-parser, jsonschema, isoduration, ipykernel, google-auth, datarobot, authlib, argon2-cffi, nbformat, databricks-sdk, nbclient, jupyter-events, databricks-connect, nbconvert, nbsphinx, jupyter-server, notebook-shim, jupyterlab-server, jupyter-lsp, jupyterlab, notebook, jupyter_contrib_core, jupyter_nbextensions_configurator, jupyter_contrib_nbextensions
  Attempting uninstall: docutils
    Found existing installation: docutils 0.22.4
    Uninstalling docutils-0.22.4:
      Successfully uninstalled docutils-0.22.4
  Attempting uninstall: Sphinx
    Found existing installation: Sphinx 9.0.4
    Uninstalling Sphinx-9.0.4:
      Successfully uninstalled Sphinx-9.0.4

Successfully installed Pillow-10.4.0 Sphinx-8.2.3 annotated-types-0.7.0 anyio-4.12.1 argon2-cffi-25.1.0 argon2-cffi-bindings-25.1.0 arrow-1.4.0 asttokens-3.0.1 async-lru-2.2.0 attrs-25.4.0 authlib-1.6.9 beautifulsoup4-4.14.3 bleach-6.3.0 cffi-2.0.0 click-8.3.1 comm-0.2.3 coverage-7.13.4 cryptography-46.0.5 databricks-connect-16.1.7 databricks-sdk-0.97.0 datarobot-3.13.0rc0 debugpy-1.8.20 decorator-5.2.1 defusedxml-0.7.1 docutils-0.21.2 executing-2.2.1 fastjsonschema-2.21.2 fqdn-1.5.1 fsspec-2026.2.0 google-auth-2.49.0 googleapis-common-protos-1.73.0 grpcio-1.78.0 grpcio-status-1.78.0 h11-0.16.0 httpcore-1.0.9 httpx-0.28.1 iniconfig-2.3.0 ipykernel-7.2.0 ipython-9.10.0 ipython-pygments-lexers-1.1.1 ipython_genutils-0.2.0 isoduration-20.11.0 jedi-0.19.2 json5-0.13.0 jsonpointer-3.0.0 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 jupyter-client-8.8.0 jupyter-core-5.9.1 jupyter-events-0.12.0 jupyter-lsp-2.3.0 jupyter-server-2.17.0 jupyter-server-terminals-0.5.4 jupyter_contrib_core-0.4.2 jupyter_contrib_nbextensions-0.7.0 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-4.5.5 jupyterlab-pygments-0.3.0 jupyterlab-server-2.28.0 lark-1.3.1 lxml-6.0.2 markdown-it-py-3.0.0 matplotlib-inline-0.2.1 mdit-py-plugins-0.5.0 mdurl-0.1.2 mistune-3.2.0 mypy-1.16.0 mypy_extensions-1.1.0 myst-parser-4.0.0 nbclient-0.10.4 nbconvert-7.17.0 nbformat-5.10.4 nbsphinx-0.9.8 nest-asyncio-1.6.0 notebook-7.5.4 notebook-shim-0.2.4 numpy-1.26.4 overrides-7.7.0 pandas-3.0.1 pandocfilters-1.5.1 parso-0.8.6 pathspec-1.0.4 pexpect-4.9.0 platformdirs-4.9.4 pluggy-1.6.0 prometheus-client-0.24.1 prompt_toolkit-3.0.52 protobuf-6.33.5 psutil-7.2.2 ptyprocess-0.7.0 pure-eval-0.2.3 py4j-0.10.9.7 pyarrow-23.0.1 pyasn1-0.6.2 pyasn1-modules-0.4.2 pycparser-3.0 pydantic-2.12.5 pydantic-core-2.41.5 pydantic-settings-2.13.1 pyenchant-3.2.2 pytest-8.3.5 pytest-asyncio-0.21.1 pytest-cov-7.0.0 python-dateutil-2.9.0.post0 python-dotenv-1.2.2 python-json-logger-4.0.0 pytz-2026.1.post1 pyyaml-6.0.3 pyzmq-27.1.0 referencing-0.37.0 requests_toolbelt-1.0.0 responses-0.21.0 respx-0.22.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rfc3987-syntax-1.1.0 roman-numerals-py-4.1.0 rpds-py-0.30.0 rsa-4.9.1 ruff-0.15.5 send2trash-2.1.0 six-1.17.0 soupsieve-2.8.3 sphinx-autodoc-typehints-3.5.2 sphinx-copybutton-0.5.2 sphinx-external-toc-1.1.0 sphinx-markdown-builder-0.6.9 sphinx-multitoc-numbering-0.1.3 sphinx_rtd_theme-3.1.0 sphinxcontrib-jquery-4.1 sphinxcontrib-spelling-8.0.0 stack_data-0.6.3 strenum-0.4.15 tabulate-0.10.0 terminado-0.18.1 tinycss2-1.4.0 tornado-6.5.4 trafaret-2.1.1 traitlets-5.14.3 types-PyYAML-6.0.12 types-decorator-5.1.8 types-python-dateutil-2.8.19 types-pytz-2022.2.1.0 types-requests-2.28.11 types-urllib3-1.26.25 typing-extensions-4.15.0 typing-inspection-0.4.2 tzdata-2025.3 uri-template-1.3.0 wcwidth-0.6.0 webcolors-25.10.0 webencodings-0.5.1 websocket-client-1.9.0

[rtd-command-info] start-time: 2026-03-09T17:47:45.458398Z, end-time: 2026-03-09T17:47:45.494880Z, duration: 0, exit-code: 0
cat sdk_docs/conf.py
#
# Copyright 2021-2025 DataRobot, Inc. and its affiliates.
#
# All rights reserved.
#
# DataRobot, Inc.
#
# This is proprietary source code of DataRobot, Inc. and its
# affiliates.
#
# Released under the terms of DataRobot Tool and Utility Agreement.
#
# DataRobot Python API documentation build configuration file, created by
# sphinx-quickstart on Mon Mar 16 10:50:19 2015.
#
# This file is execfile()d with the current directory set to its containing dir.
#
# Note that not all possible configuration values are present in this
# autogenerated file.
#
# All configuration values have a default; values that are commented out
# serve to show the default.
from __future__ import annotations

import os
import shutil
import sys

from sphinx.application import Sphinx
from sphinx_markdown_builder.translator import MarkdownTranslator

sys.path.insert(0, os.path.abspath("."))
from utils import (  # noqa
    better_versionmodified,
    depart_admonition,
    depart_desc_signature,
    visit_admonition,
)

sys.path.insert(0, os.path.abspath(".."))
from datarobot import __version__ as version  # noqa

# Make sure magic 'tags' field is defined.
# (Not actually useful but makes Cython and pylint errors go away.)
if "tags" not in locals():
    tags = None
if tags is not None and "b" not in version:
    # mainline quarterly releases never have the beta "b" in the version, only internal & weekly do
    tags.add("exclude_experimental_docs")

# Copy the changelog to the docs directory so sphinx will include it
root_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__)))
changelog_path = os.path.join(root_dir, "CHANGES.md")
dest_path = os.path.join(root_dir, "sdk_docs", "CHANGES.md")
assert os.path.isfile(changelog_path)
shutil.copyfile(changelog_path, dest_path)

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

# If your documentation needs a minimal Sphinx version, state it here.
needs_sphinx = "8.1.3"

# Add any Sphinx extension module names here, as strings. They can be extensions
# coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
extensions = [
    "sphinxcontrib.spelling",
    "sphinx.ext.autodoc",
    "sphinx.ext.napoleon",
    "sphinx.ext.autosummary",
    "sphinx.ext.doctest",
    "nbsphinx",
    "sphinx_markdown_builder",
    "sphinx.ext.intersphinx",
    "sphinx_autodoc_typehints",
    "myst_parser",
    "sphinx_copybutton",
    "sphinx_external_toc",
]

myst_enable_extensions = [
    "amsmath",
    "attrs_inline",
    "colon_fence",
    "deflist",
    "dollarmath",
    "fieldlist",
    "html_admonition",
    "html_image",
    # "linkify",
    "replacements",
    "smartquotes",
    "strikethrough",
    "substitution",
    "tasklist",
]
# AUTODOC SETUP
# MyST options

autosummary_generate = False
autodoc_class_signature = "separated"

autodoc_default_options = {
    "exclude-members": "__init__, schema, __new__, __init_subclass__",
}

autodoc_member_order = "bysource"

# NAPOLEON SETUP
napoleon_numpy_docstring = True
napoleon_use_param = True
napoleon_use_keyword = True
napoleon_use_rtype = True
napoleon_use_ivar = True
napoleon_preprocess_types = True
napoleon_attr_annotations = False
napoleon_use_admonition_for_examples = True
napoleon_use_admonition_for_notes = True
napoleon_use_admonition_for_references = True

nbsphinx_execute = "never"

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

# The suffix of source filenames.
source_suffix = {
    ".rst": "restructuredtext",
    ".md": "markdown",
}

# TODO: Cleanup all errors and warnings ATM supress some of them
# # Suppress specific warnings
suppress_warnings = [
    "ref.python",
    "ref.class",
    "ref.exc",
    "ref.meth",
    "autodoc",
]  # Suppress warnings about missing references

# Showing automatically documented members in same order as they are in source

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

# The master toctree document.
master_doc = "index"

# 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.
#
# Thes are both the full X.Y.Z version, including alpha/beta/rc tags.
# We think Sphinx probably wants both to be defined.
release = version

project = "DataRobot Python Client"
copyright = "2019, DataRobot, Inc"


# The language for content autogenerated by Sphinx. Refer to documentation
# for a list of supported languages.
# language = None

# There are two options for replacing |today|: either, you set today to some
# non-false value, then it is used:
# today = ''
# Else, today_fmt is used as the format for a strftime call.
# today_fmt = '%B %d, %Y'

# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
exclude_patterns = ["_build", "**/.ipynb_checkpoints"]

# The reST default role (used for this markup: `text`) to use for all documents.
# default_role = None

# If true, '()' will be appended to :func: etc. cross-reference text.
# add_function_parentheses = True

# If true, the current module name will be prepended to all description
# unit titles (such as .. function::).
# add_module_names = True

# If true, sectionauthor and moduleauthor directives will be shown in the
# output. They are ignored by default.
# show_authors = False

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

# A list of ignored prefixes for module index sorting.
# modindex_common_prefix = []

# -- Options for Sphinx External TOC -------------------------------------------
external_toc_path = "_toc.yml"  # optional, default: _toc.yml
external_toc_exclude_missing = False  # optional, default: False


# -- 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_rtd_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 = {}

# 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 = None

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

# The name of an image file (relative to this directory) to place at the top
# of the sidebar.
# html_logo = 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 = None

# 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"]
html_extra_path = ["_html"]

# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
# using the given strftime format.
# html_last_updated_fmt = '%b %d, %Y'

# If true, SmartyPants will be used to convert quotes and dashes to
# typographically correct entities.
# html_use_smartypants = True

# Custom sidebar templates, maps document names to template names.
# html_sidebars = {}

# Additional templates that should be rendered to pages, maps page names to
# template names.
# html_additional_pages = {}

# If false, no module index is generated.
# html_domain_indices = True

# If false, no index is generated.
# html_use_index = True

# If true, the index is split into individual pages for each letter.
# html_split_index = False

# If true, links to the reST sources are added to the pages.
# html_show_sourcelink = True

# If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
# html_show_sphinx = True

# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
# html_show_copyright = True

# If true, an OpenSearch description file will be output, and all pages will
# contain a <link> tag referring to it.  The value of this option must be the
# base URL from which the finished HTML is served.
# html_use_opensearch = ''

# This is the file name suffix for HTML files (e.g. ".xhtml").
# html_file_suffix = None

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


# -- Options for Markdown output -----------------------------------------------
# Adapted from https://github.com/liran-funaro/sphinx-markdown-builder?tab=readme-ov-file#configurations

# If set to True, then anchors will be added before each section/function/class signature.
# This allows references to a specific anchor in the document.
# markdown_anchor_sections: True
# markdown_anchor_signatures: True

# If set to True, adds metadata to the top of each document containing author, copyright,
# and version.
markdown_docinfo: True

# If set, all references will link to this prefix address.
# markdown_http_base: "https://your-domain.com/docs"

# If set, all references will link to documents with this suffix.
# markdown_uri_doc_suffix: ".html"

# -- 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': '',
# }

fh = open("latex_preamble.tex", "r+")
PREAMBLE = fh.read()
fh.close()
latex_elements = {
    "inputenc": "",
    "utf8extra": "",
    "preamble": PREAMBLE,
}

# Grouping the document tree into LaTeX files. List of tuples
# (source start file, target name, title, author, documentclass [howto/manual]).
latex_documents = [
    (
        "index",
        f"DataRobotPython_{version}_Docs.tex",
        "DataRobot Python API Documentation",
        "DataRobot, Inc.",
        "manual",
    ),
]

# The name of an image file (relative to this directory) to place at the top of
# the title page.
# latex_logo = None

# For "manual" documents, if this is true, then toplevel headings are parts,
# not chapters.
# latex_use_parts = False

# If true, show page references after internal links.
# latex_show_pagerefs = False

# If true, show URL addresses after external links.
# latex_show_urls = False

# Documents to append as an appendix to all manuals.
# latex_appendices = []

# If false, no module index is generated.
# latex_domain_indices = True


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

# One entry per manual page. List of tuples
# (source start file, name, description, authors, manual section).
man_pages = [("index", "datarobotpython", "DataRobot Python API Documentation", ["DataRobot, Inc."], 1)]

# If true, show URL addresses after external links.
# man_show_urls = False


# -- Options for Texinfo output ------------------------------------------------

# Grouping the document tree into Texinfo files. List of tuples
# (source start file, target name, title, author,
#  dir menu entry, description, category)
texinfo_documents = [
    (
        "index",
        "DataRobotPython",
        "DataRobot Python API Documentation",
        "DataRobot, Inc.",
        "DataRobotPython",
        "One line description of project.",
        "Miscellaneous",
    ),
]

# Documents to append as an appendix to all manuals.
# texinfo_appendices = []

# If false, no module index is generated.
# texinfo_domain_indices = True

# How to display URL addresses: 'footnote', 'no', or 'inline'.
# texinfo_show_urls = 'footnote'

# Nitpick targets to ignore:
# These are third-party packages that don't expose documentation for sphinx to link

nitpick_ignore = [
    ("py:data", "typing.Tuple"),
    ("py:data", "typing.Optional"),
    ("py:data", "typing.Union"),
    ("py:data", "typing.NoReturn"),
    ("py:data", "typing.Any"),
    ("py:data", "typing.Literal"),
    ("py:data", "Ellipsis"),
    ("py:obj", "True"),
    ("py:class", "typing.Self"),
    ("py:class", "pandas.core.frame.DataFrame"),
    ("py:class", "requests.models.Response"),
    ("py:class", "datetime.datetime"),
    ("py:class", "PIL.Image.Image"),
    ("py:class", "collections.OrderedDict"),
]

# options for spelling
spelling_ignore_contributor_names = False
spelling_add_pypi_package_names = True
spelling_ignore_importable_modules = True
spelling_ignore_python_builtins = True
spelling_ignore_wiki_words = True
spelling_filters = [
    "sdk_docs.spelling_filters.filters.DocstringFilePathFilter",
    "sdk_docs.spelling_filters.filters.TypeAnnotationFilter",
    "sdk_docs.spelling_filters.filters.CamelCaseFilter",
    "sdk_docs.spelling_filters.filters.SortOrderFilter",
    "sdk_docs.spelling_filters.filters.OrdinalFilter",
    "sdk_docs.spelling_filters.filters.ObjectIdFilter",
    "sdk_docs.spelling_filters.filters.DayMonthFilter",
    "sdk_docs.spelling_filters.filters.DataRobotParameterFilter",
]

# by default, we render the experimental docs. in the case of stable
# releases, a la v3.6.4, we should exclude them at build time and from
# the toctree.
if "exclude_experimental_docs" in tags:
    # suppressing etoc.ref warnings like:
    # WARNING: toctree contains reference to nonexisting document 'experimental/index' [etoc.ref] [docutils]
    # WARNING: toctree contains reference to nonexisting document 'experimental/enums' [etoc.ref] [docutils]
    # I wish we could take a more precise approach to this.
    suppress_warnings.append("etoc.ref")
    # excluding the experimental folder ensures these files aren't built, period
    exclude_patterns.append("experimental")


def setup(app: Sphinx) -> None:
    MarkdownTranslator.visit_versionmodified = better_versionmodified
    # overwrite level of rubric to match markdown
    MarkdownTranslator.visit_admonition = visit_admonition
    MarkdownTranslator.depart_admonition = depart_admonition
    MarkdownTranslator.depart_desc_signature = depart_desc_signature

    app.add_css_file("css/tight_table.css")

[rtd-command-info] start-time: 2026-03-09T17:47:45.577724Z, end-time: 2026-03-09T17:48:29.980694Z, duration: 44, exit-code: 0
python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v8.2.3
loading translations [en]... done
Initializing Spelling Checker 8.0.0
making output directory... done
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/nbsphinx-code-cells.css
myst v4.0.0: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions={'amsmath', 'deflist', 'fieldlist', 'smartquotes', 'replacements', 'colon_fence', 'attrs_inline', 'dollarmath', 'html_image', 'substitution', 'strikethrough', 'tasklist', 'html_admonition'}, disable_syntax=[], all_links_external=False, links_external_new_tab=False, url_schemes=('http', 'https', 'mailto', 'ftp'), ref_domains=None, fence_as_directive=set(), number_code_blocks=[], title_to_header=False, heading_anchors=0, heading_slug_func=None, html_meta={}, footnote_sort=True, footnote_transition=True, words_per_minute=200, substitutions={}, linkify_fuzzy_links=True, 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', enable_checkboxes=False, suppress_warnings=[], highlight_code_blocks=True)
sphinx-multitoc-numbering v0.1.3: Loaded
building [mo]: targets for 0 po files that are out of date
writing output... 
building [html]: targets for 83 source files that are out of date
updating environment: [new config] 83 added, 0 changed, 0 removed
reading sources... [  1%] CHANGES
reading sources... [  2%] api-object
reading sources... [  4%] application-templates
reading sources... [  5%] applications
reading sources... [  6%] batch-monitoring
reading sources... [  7%] batch-predictions
reading sources... [  8%] binary_data_helpers
reading sources... [ 10%] blueprints
reading sources... [ 11%] challenger-models
reading sources... [ 12%] client-setup
reading sources... [ 13%] compliance-documentation
reading sources... [ 14%] credentials
reading sources... [ 16%] custom-application-sources
reading sources... [ 17%] custom-applications
reading sources... [ 18%] custom-metrics
reading sources... [ 19%] custom-models
reading sources... [ 20%] data-connectivity
reading sources... [ 22%] data-exploration
reading sources... [ 23%] data-registry
reading sources... [ 24%] data-wrangling
reading sources... [ 25%] datarobot-models
reading sources... [ 27%] deployment-management
reading sources... [ 28%] errors
reading sources... [ 29%] features
reading sources... [ 30%] gen-llm-generation
reading sources... [ 31%] gen-moderation
reading sources... [ 33%] gen-prompting
reading sources... [ 34%] gen-testing
reading sources... [ 35%] gen-vector-databases
reading sources... [ 36%] index
reading sources... [ 37%] insights
reading sources... [ 39%] jobs
reading sources... [ 40%] key_values
reading sources... [ 41%] mlops_event
reading sources... [ 42%] notebooks
reading sources... [ 43%] projects
reading sources... [ 45%] reference/admin/credentials
reading sources... [ 46%] reference/admin/index
reading sources... [ 47%] reference/admin/sharing
reading sources... [ 48%] reference/data/database_connectivity
reading sources... [ 49%] reference/data/dataset
reading sources... [ 51%] reference/data/feature_discovery
reading sources... [ 52%] reference/data/index
reading sources... [ 53%] reference/index
reading sources... [ 54%] reference/mlops/custom_metrics
reading sources... [ 55%] reference/mlops/custom_model
reading sources... [ 57%] reference/mlops/data_exports
reading sources... [ 58%] reference/mlops/deployment
reading sources... [ 59%] reference/mlops/index
reading sources... [ 60%] reference/mlops/jobs
reading sources... [ 61%] reference/mlops/key_values
reading sources... [ 63%] reference/mlops/model_registry
reading sources... [ 64%] reference/modeling/blueprint
reading sources... [ 65%] reference/modeling/index
reading sources... [ 66%] reference/modeling/insights/automated_documentation
reading sources... [ 67%] reference/modeling/insights/external_testset
reading sources... [ 69%] reference/modeling/insights/index
reading sources... [ 70%] reference/modeling/insights/model_performance_insights
reading sources... [ 71%] reference/modeling/insights/prediction_explanations
reading sources... [ 72%] reference/modeling/insights/rating_table
reading sources... [ 73%] reference/modeling/insights/shap_insights
reading sources... [ 75%] reference/modeling/job
reading sources... [ 76%] reference/modeling/model
reading sources... [ 77%] reference/modeling/model_recommendation
reading sources... [ 78%] reference/modeling/prime
reading sources... [ 80%] reference/modeling/project
reading sources... [ 81%] reference/modeling/spec/binary_data
reading sources... [ 82%] reference/modeling/spec/custom_task
reading sources... [ 83%] reference/modeling/spec/datetime_partition
reading sources... [ 84%] reference/modeling/spec/index
reading sources... [ 86%] reference/modeling/spec/monotonic_constraints
reading sources... [ 87%] reference/modeling/spec/segmented_modeling
reading sources... [ 88%] reference/modeling/spec/time_series
reading sources... [ 89%] reference/modeling/spec/unsupervised_anomaly
reading sources... [ 90%] reference/modeling/spec/unsupervised_clustering
reading sources... [ 92%] reference/modeling/spec/visualai
reading sources... [ 93%] reference/predictions/batch_predictions
reading sources... [ 94%] reference/predictions/index
reading sources... [ 95%] reference/predictions/predict_job
reading sources... [ 96%] reference/use_cases/index
reading sources... [ 98%] reference/use_cases/use_cases
reading sources... [ 99%] training_predictions
reading sources... [100%] use-cases

looking for now-outdated files... none found
pickling environment... done
checking consistency... done
preparing documents... done
copying assets... 
copying static files... 
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/basic.css
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/language_data.js
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/documentation_options.js
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/js/versions.js
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/copybutton.js
copying static files: done
copying extra files... 
copying extra files: done
copying assets: done
writing output... [  1%] CHANGES
writing output... [  2%] api-object
writing output... [  4%] application-templates
writing output... [  5%] applications
writing output... [  6%] batch-monitoring
writing output... [  7%] batch-predictions
writing output... [  8%] binary_data_helpers
writing output... [ 10%] blueprints
writing output... [ 11%] challenger-models
writing output... [ 12%] client-setup
writing output... [ 13%] compliance-documentation
writing output... [ 14%] credentials
writing output... [ 16%] custom-application-sources
writing output... [ 17%] custom-applications
writing output... [ 18%] custom-metrics
writing output... [ 19%] custom-models
writing output... [ 20%] data-connectivity
writing output... [ 22%] data-exploration
writing output... [ 23%] data-registry
writing output... [ 24%] data-wrangling
writing output... [ 25%] datarobot-models
writing output... [ 27%] deployment-management
writing output... [ 28%] errors
writing output... [ 29%] features
writing output... [ 30%] gen-llm-generation
writing output... [ 31%] gen-moderation
writing output... [ 33%] gen-prompting
writing output... [ 34%] gen-testing
writing output... [ 35%] gen-vector-databases
writing output... [ 36%] index
writing output... [ 37%] insights
writing output... [ 39%] jobs
writing output... [ 40%] key_values
writing output... [ 41%] mlops_event
writing output... [ 42%] notebooks
writing output... [ 43%] projects
writing output... [ 45%] reference/admin/credentials
writing output... [ 46%] reference/admin/index
writing output... [ 47%] reference/admin/sharing
writing output... [ 48%] reference/data/database_connectivity
writing output... [ 49%] reference/data/dataset
writing output... [ 51%] reference/data/feature_discovery
writing output... [ 52%] reference/data/index
writing output... [ 53%] reference/index
writing output... [ 54%] reference/mlops/custom_metrics
writing output... [ 55%] reference/mlops/custom_model
writing output... [ 57%] reference/mlops/data_exports
writing output... [ 58%] reference/mlops/deployment
writing output... [ 59%] reference/mlops/index
writing output... [ 60%] reference/mlops/jobs
writing output... [ 61%] reference/mlops/key_values
writing output... [ 63%] reference/mlops/model_registry
writing output... [ 64%] reference/modeling/blueprint
writing output... [ 65%] reference/modeling/index
writing output... [ 66%] reference/modeling/insights/automated_documentation
writing output... [ 67%] reference/modeling/insights/external_testset
writing output... [ 69%] reference/modeling/insights/index
writing output... [ 70%] reference/modeling/insights/model_performance_insights
writing output... [ 71%] reference/modeling/insights/prediction_explanations
writing output... [ 72%] reference/modeling/insights/rating_table
writing output... [ 73%] reference/modeling/insights/shap_insights
writing output... [ 75%] reference/modeling/job
writing output... [ 76%] reference/modeling/model
writing output... [ 77%] reference/modeling/model_recommendation
writing output... [ 78%] reference/modeling/prime
writing output... [ 80%] reference/modeling/project
writing output... [ 81%] reference/modeling/spec/binary_data
writing output... [ 82%] reference/modeling/spec/custom_task
writing output... [ 83%] reference/modeling/spec/datetime_partition
writing output... [ 84%] reference/modeling/spec/index
writing output... [ 86%] reference/modeling/spec/monotonic_constraints
writing output... [ 87%] reference/modeling/spec/segmented_modeling
writing output... [ 88%] reference/modeling/spec/time_series
writing output... [ 89%] reference/modeling/spec/unsupervised_anomaly
writing output... [ 90%] reference/modeling/spec/unsupervised_clustering
writing output... [ 92%] reference/modeling/spec/visualai
writing output... [ 93%] reference/predictions/batch_predictions
writing output... [ 94%] reference/predictions/index
writing output... [ 95%] reference/predictions/predict_job
writing output... [ 96%] reference/use_cases/index
writing output... [ 98%] reference/use_cases/use_cases
writing output... [ 99%] training_predictions
writing output... [100%] use-cases

generating indices... genindex py-modindex done
copying linked files... 
copying notebooks ... 
writing additional pages... search done
copying images... [ 20%] reference/modeling/spec/images/visualai/sample1.png
copying images... [ 40%] reference/modeling/spec/images/visualai/sample2.png
copying images... [ 60%] reference/modeling/spec/images/visualai/activation_map1.png
copying images... [ 80%] reference/modeling/spec/images/visualai/activation_map2.png
copying images... [100%] reference/modeling/spec/images/visualai/embeddings.png

dumping search index in English (code: en)... done
dumping object inventory... done
build succeeded.

The HTML pages are in ../_readthedocs/html.

[rtd-command-info] start-time: 2026-03-09T17:48:30.063910Z, end-time: 2026-03-09T17:48:55.901029Z, duration: 25, exit-code: 0
python -m sphinx -T -b latex -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/pdf
Running Sphinx v8.2.3
loading translations [en]... done
Initializing Spelling Checker 8.0.0
making output directory... done
loading pickled environment... The configuration has changed (5 options: 'html_permalinks_icon', 'html_static_path', 'jquery_use_sri', 'nbsphinx_requirejs_options', 'nbsphinx_requirejs_path')
done
myst v4.0.0: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions={'html_admonition', 'substitution', 'html_image', 'dollarmath', 'fieldlist', 'smartquotes', 'attrs_inline', 'deflist', 'colon_fence', 'tasklist', 'strikethrough', 'replacements', 'amsmath'}, disable_syntax=[], all_links_external=False, links_external_new_tab=False, url_schemes=('http', 'https', 'mailto', 'ftp'), ref_domains=None, fence_as_directive=set(), number_code_blocks=[], title_to_header=False, heading_anchors=0, heading_slug_func=None, html_meta={}, footnote_sort=True, footnote_transition=True, words_per_minute=200, substitutions={}, linkify_fuzzy_links=True, 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', enable_checkboxes=False, suppress_warnings=[], highlight_code_blocks=True)
sphinx-multitoc-numbering v0.1.3: Loaded
building [mo]: targets for 0 po files that are out of date
writing output... 
building [latex]: all documents
updating environment: 0 added, 4 changed, 0 removed
reading sources... [ 25%] CHANGES
reading sources... [ 50%] data-wrangling
reading sources... [ 75%] gen-testing
reading sources... [100%] index

looking for now-outdated files... none found
pickling environment... done
checking consistency... done
preparing documents... done
copying assets... 
copying TeX support files... Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/make.bat
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/Makefile
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/latexmkjarc
Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/latexmkrc
done
copying assets: done
processing DataRobotPython_3.13.0rc0_Docs.tex... 
index
 reference/index
 reference/data/index
  reference/data/dataset
  reference/data/database_connectivity
  reference/data/feature_discovery
 reference/modeling/index
  reference/modeling/project
  reference/modeling/model
  reference/modeling/blueprint
  reference/modeling/insights/index
   reference/modeling/insights/automated_documentation
   reference/modeling/insights/external_testset
   reference/modeling/insights/model_performance_insights
   reference/modeling/insights/prediction_explanations
   reference/modeling/insights/rating_table
   reference/modeling/insights/shap_insights
  reference/modeling/spec/index
   reference/modeling/spec/binary_data
   reference/modeling/spec/custom_task
   reference/modeling/spec/datetime_partition
   reference/modeling/spec/monotonic_constraints
   reference/modeling/spec/segmented_modeling
   reference/modeling/spec/time_series
   reference/modeling/spec/unsupervised_anomaly
   reference/modeling/spec/unsupervised_clustering
   reference/modeling/spec/visualai
  reference/modeling/job
  reference/modeling/prime
  reference/modeling/model_recommendation
 reference/predictions/index
  reference/predictions/predict_job
  reference/predictions/batch_predictions
 reference/mlops/index
  reference/mlops/deployment
  reference/mlops/data_exports
  reference/mlops/custom_metrics
  reference/mlops/custom_model
  reference/mlops/jobs
  reference/mlops/model_registry
  reference/mlops/key_values
 reference/admin/index
  reference/admin/credentials
  reference/admin/sharing
 reference/use_cases/index
  reference/use_cases/use_cases
  client-setup
  api-object
  application-templates
  applications
  batch-monitoring
  batch-predictions
  binary_data_helpers
  blueprints
  challenger-models
  compliance-documentation
  credentials
  custom-metrics
  custom-models
  custom-applications
  custom-application-sources
  data-connectivity
  data-exploration
  data-registry
  data-wrangling
  datarobot-models
  deployment-management
  errors
  features
  gen-llm-generation
  gen-prompting
  gen-vector-databases
  gen-testing
  gen-moderation
  insights
  jobs
  key_values
  mlops_event
  notebooks
  projects
  training_predictions
  use-cases
    CHANGES

resolving references...
processing DataRobotPython_3.13.0rc0_Docs.tex: done
writing... done
copying images... [ 20%] reference/modeling/spec/images/visualai/sample1.png
copying images... [ 40%] reference/modeling/spec/images/visualai/sample2.png
copying images... [ 60%] reference/modeling/spec/images/visualai/activation_map1.png
copying images... [ 80%] reference/modeling/spec/images/visualai/activation_map2.png
copying images... [100%] reference/modeling/spec/images/visualai/embeddings.png

Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/sphinxmessages.sty
build succeeded.

The LaTeX files are in ../_readthedocs/pdf.
Run 'make' in that directory to run these through (pdf)latex
(use `make latexpdf' here to do that automatically).

[rtd-command-info] start-time: 2026-03-09T17:48:56.414056Z, end-time: 2026-03-09T17:48:56.449678Z, duration: 0, exit-code: 0
cat latexmkrc
$latex = 'latex ' . $ENV{'LATEXOPTS'} . ' %O %S';
$pdflatex = 'pdflatex ' . $ENV{'LATEXOPTS'} . ' %O %S';
$lualatex = 'lualatex ' . $ENV{'LATEXOPTS'} . ' %O %S';
$xelatex = 'xelatex --no-pdf ' . $ENV{'LATEXOPTS'} . ' %O %S';
$makeindex = 'makeindex -s python.ist %O -o %D %S';
add_cus_dep( "glo", "gls", 0, "makeglo" );
sub makeglo {
 return system( "makeindex -s gglo.ist -o '$_[0].gls' '$_[0].glo'" );
}

[rtd-command-info] start-time: 2026-03-09T17:48:56.533800Z, end-time: 2026-03-09T17:49:28.269094Z, duration: 31, exit-code: 0
latexmk -r latexmkrc -pdf -f -dvi- -ps- -jobname=datarobot-public-api-client -interaction=nonstopmode
Use of uninitialized value in concatenation (.) or string at (eval 10) line 1.
Use of uninitialized value in concatenation (.) or string at (eval 10) line 2.
Use of uninitialized value in concatenation (.) or string at (eval 10) line 3.
Use of uninitialized value in concatenation (.) or string at (eval 10) line 4.
Subroutine makeglo redefined at (eval 11) line 7.
Use of uninitialized value in concatenation (.) or string at (eval 11) line 1.
Use of uninitialized value in concatenation (.) or string at (eval 11) line 2.
Use of uninitialized value in concatenation (.) or string at (eval 11) line 3.
Use of uninitialized value in concatenation (.) or string at (eval 11) line 4.
Rc files read:
  /etc/LatexMk
  latexmkrc
  latexmkrc
Latexmk: This is Latexmk, John Collins, 20 November 2021, version: 4.76.
Rule 'pdflatex': File changes, etc:
   Changed files, or newly in use since previous run(s):
      'DataRobotPython_3.13.0rc0_Docs.tex'
------------
Run number 1 of rule 'pdflatex'
------------
------------
Running 'pdflatex   -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client"  "DataRobotPython_3.13.0rc0_Docs.tex"'
------------
Latexmk: applying rule 'pdflatex'...
This is pdfTeX, Version 3.141592653-2.6-1.40.22 (TeX Live 2022/dev/Debian) (preloaded format=pdflatex)
 restricted \write18 enabled.
entering extended mode
(./DataRobotPython_3.13.0rc0_Docs.tex
LaTeX2e <2021-11-15> patch level 1
L3 programming layer <2022-01-21> (./sphinxmanual.cls
Document Class: sphinxmanual 2019/12/01 v2.3.0 Document class (Sphinx manual)
(/usr/share/texlive/texmf-dist/tex/latex/base/report.cls
Document Class: report 2021/10/04 v1.4n Standard LaTeX document class
(/usr/share/texlive/texmf-dist/tex/latex/base/size10.clo)))
(/usr/share/texlive/texmf-dist/tex/latex/cmap/cmap.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/fontenc.sty<<t1.cmap>>)
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsmath.sty
For additional information on amsmath, use the `?' option.
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amstext.sty
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsgen.sty))
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsbsy.sty)
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsopn.sty))
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/amssymb.sty
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/amsfonts.sty))
(/usr/share/texlive/texmf-dist/tex/generic/babel/babel.sty
(/usr/share/texlive/texmf-dist/tex/generic/babel/txtbabel.def)
(/usr/share/texlive/texmf-dist/tex/generic/babel-english/english.ldf))
(/usr/share/texmf/tex/latex/tex-gyre/tgtermes.sty
(/usr/share/texlive/texmf-dist/tex/latex/kvoptions/kvoptions.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/keyval.sty)
(/usr/share/texlive/texmf-dist/tex/generic/ltxcmds/ltxcmds.sty)
(/usr/share/texlive/texmf-dist/tex/generic/kvsetkeys/kvsetkeys.sty)))
(/usr/share/texmf/tex/latex/tex-gyre/tgheros.sty)
(/usr/share/texlive/texmf-dist/tex/latex/fncychap/fncychap.sty) (./sphinx.sty
(/usr/share/texlive/texmf-dist/tex/latex/xcolor/xcolor.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics-cfg/color.cfg)
(/usr/share/texlive/texmf-dist/tex/latex/graphics-def/pdftex.def))
(./sphinxoptionshyperref.sty) (./sphinxoptionsgeometry.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/textcomp.sty)
(/usr/share/texlive/texmf-dist/tex/latex/float/float.sty)
(/usr/share/texlive/texmf-dist/tex/latex/wrapfig/wrapfig.sty)
(/usr/share/texlive/texmf-dist/tex/latex/capt-of/capt-of.sty)
(/usr/share/texlive/texmf-dist/tex/latex/tools/multicol.sty)
(/usr/share/texlive/texmf-dist/tex/latex/graphics/graphicx.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/graphics.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/trig.sty)
(/usr/share/texlive/texmf-dist/tex/latex/graphics-cfg/graphics.cfg)))
(./sphinxlatexgraphics.sty) (./sphinxpackageboxes.sty
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/pict2e.sty
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/pict2e.cfg)
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/p2e-pdftex.def))
(/usr/share/texlive/texmf-dist/tex/latex/ellipse/ellipse.sty))
(./sphinxlatexadmonitions.sty
(/usr/share/texlive/texmf-dist/tex/latex/framed/framed.sty)
(./sphinxpackagefootnote.sty)) (./sphinxlatexliterals.sty
(/usr/share/texlive/texmf-dist/tex/latex/fancyvrb/fancyvrb.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/alltt.sty)
(/usr/share/texlive/texmf-dist/tex/latex/upquote/upquote.sty)
(/usr/share/texlive/texmf-dist/tex/latex/needspace/needspace.sty))
(./sphinxlatexshadowbox.sty) (./sphinxlatexcontainers.sty)
(./sphinxhighlight.sty) (./sphinxlatextables.sty
(/usr/share/texlive/texmf-dist/tex/latex/tabulary/tabulary.sty
(/usr/share/texlive/texmf-dist/tex/latex/tools/array.sty))
(/usr/share/texlive/texmf-dist/tex/latex/tools/longtable.sty)
(/usr/share/texlive/texmf-dist/tex/latex/varwidth/varwidth.sty)
(/usr/share/texlive/texmf-dist/tex/latex/colortbl/colortbl.sty)
(/usr/share/texlive/texmf-dist/tex/latex/booktabs/booktabs.sty))
(./sphinxlatexnumfig.sty) (./sphinxlatexlists.sty) (./sphinxlatexindbibtoc.sty
(/usr/share/texlive/texmf-dist/tex/latex/base/makeidx.sty))
(./sphinxlatexstylepage.sty
(/usr/share/texlive/texmf-dist/tex/latex/parskip/parskip.sty
(/usr/share/texlive/texmf-dist/tex/latex/etoolbox/etoolbox.sty))
(/usr/share/texlive/texmf-dist/tex/latex/fancyhdr/fancyhdr.sty))
(./sphinxlatexstyleheadings.sty
(/usr/share/texlive/texmf-dist/tex/latex/titlesec/titlesec.sty))
(./sphinxlatexstyletext.sty) (./sphinxlatexobjects.sty))
(/usr/share/texlive/texmf-dist/tex/latex/geometry/geometry.sty
(/usr/share/texlive/texmf-dist/tex/generic/iftex/ifvtex.sty
(/usr/share/texlive/texmf-dist/tex/generic/iftex/iftex.sty))) (./nbsphinx.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref.sty
(/usr/share/texlive/texmf-dist/tex/generic/pdftexcmds/pdftexcmds.sty
(/usr/share/texlive/texmf-dist/tex/generic/infwarerr/infwarerr.sty))
(/usr/share/texlive/texmf-dist/tex/generic/kvdefinekeys/kvdefinekeys.sty)
(/usr/share/texlive/texmf-dist/tex/generic/pdfescape/pdfescape.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hycolor/hycolor.sty)
(/usr/share/texlive/texmf-dist/tex/latex/letltxmacro/letltxmacro.sty)
(/usr/share/texlive/texmf-dist/tex/latex/auxhook/auxhook.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/pd1enc.def)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref-langpatches.def)
(/usr/share/texlive/texmf-dist/tex/generic/intcalc/intcalc.sty)
(/usr/share/texlive/texmf-dist/tex/generic/etexcmds/etexcmds.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/puenc.def)
(/usr/share/texlive/texmf-dist/tex/latex/url/url.sty)
(/usr/share/texlive/texmf-dist/tex/generic/bitset/bitset.sty
(/usr/share/texlive/texmf-dist/tex/generic/bigintcalc/bigintcalc.sty))
(/usr/share/texlive/texmf-dist/tex/latex/base/atbegshi-ltx.sty))
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hpdftex.def
(/usr/share/texlive/texmf-dist/tex/latex/base/atveryend-ltx.sty)
(/usr/share/texlive/texmf-dist/tex/latex/rerunfilecheck/rerunfilecheck.sty
(/usr/share/texlive/texmf-dist/tex/generic/uniquecounter/uniquecounter.sty)))
(/usr/share/texlive/texmf-dist/tex/latex/oberdiek/hypcap.sty)
(./sphinxmessages.sty)
(/usr/share/texlive/texmf-dist/tex/latex/enumitem/enumitem.sty)
(/usr/share/texlive/texmf-dist/tex/xelatex/xecjk/xeCJK.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3kernel/expl3.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3backend/l3backend-pdftex.def))

! Critical Package xeCJK Error: The xeCJK package requires XeTeX to function.
(xeCJK)                         
(xeCJK)                         You must change your typesetting engine to
(xeCJK)                         "xelatex"
(xeCJK)                         instead of plain "latex" or "pdflatex" or
(xeCJK)                         "lualatex".
(xeCJK)                         Loading xeCJK will abort!

Type <return> to continue.
 ...                                              
                                                  
l.43 ..._critical:nn { xeCJK } { Require-XeTeX } }
                                                  
) (/usr/share/texlive/texmf-dist/tex/latex/idxlayout/idxlayout.sty)
Writing index file datarobot-public-api-client.idx
(/usr/share/texlive/texmf-dist/tex/latex/ragged2e/ragged2e.sty)
(/usr/share/texmf/tex/latex/tex-gyre/t1qtm.fd)
(./datarobot-public-api-client.aux)
(/usr/share/texlive/texmf-dist/tex/context/base/mkii/supp-pdf.mkii
[Loading MPS to PDF converter (version 2006.09.02).]
) (/usr/share/texlive/texmf-dist/tex/latex/epstopdf-pkg/epstopdf-base.sty
(/usr/share/texlive/texmf-dist/tex/latex/latexconfig/epstopdf-sys.cfg))
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3packages/l3keys2e/l3keys2e.sty)
(/usr/share/texlive/texmf-dist/tex/latex/l3packages/xparse/xparse.sty)
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-generic-help
er.sty
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-mapping.def)
))
*geometry* driver: auto-detecting
*geometry* detected driver: pdftex
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/nameref.sty
(/usr/share/texlive/texmf-dist/tex/latex/refcount/refcount.sty)
(/usr/share/texlive/texmf-dist/tex/generic/gettitlestring/gettitlestring.sty))
(/usr/share/texmf/tex/latex/tex-gyre/t1qhv.fd)<<ot1.cmap>><<oml.cmap>><<oms.cma
p>><<omx.cmap>> (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsa.fd)
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsb.fd) [1{/var/lib/texmf/fo
nts/map/pdftex/updmap/pdftex.map}] [2] [1] [2] [1] [2]
Chapter 1.

LaTeX Warning: Hyper reference `reference/admin/index::doc' on page 3 undefined
 on input line 159.


LaTeX Warning: Hyper reference `reference/data/index::doc' on page 3 undefined 
on input line 159.


LaTeX Warning: Hyper reference `reference/mlops/index::doc' on page 3 undefined
 on input line 159.


LaTeX Warning: Hyper reference `reference/modeling/index::doc' on page 3 undefi
ned on input line 159.


LaTeX Warning: Hyper reference `reference/predictions/index::doc' on page 3 und
efined on input line 159.


LaTeX Warning: Hyper reference `reference/use_cases/index::doc' on page 3 undef
ined on input line 159.


LaTeX Warning: Hyper reference `reference/admin/index::doc' on page 3 undefined
 on input line 159.


Underfull \hbox (badness 10000) in paragraph at lines 159--159
[]\T1/qtm/m/it/10 Ad-min-is-tra-

LaTeX Warning: Hyper reference `reference/data/index::doc' on page 3 undefined 
on input line 159.


LaTeX Warning: Hyper reference `reference/mlops/index::doc' on page 3 undefined
 on input line 159.


LaTeX Warning: Hyper reference `reference/modeling/index::doc' on page 3 undefi
ned on input line 159.


LaTeX Warning: Hyper reference `reference/predictions/index::doc' on page 3 und
efined on input line 159.


LaTeX Warning: Hyper reference `reference/use_cases/index::doc' on page 3 undef
ined on input line 159.

[3] [4]
Chapter 2.

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.upload' 
on page 5 undefined on input line 184.

(/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd)

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_file' on page 5 undefined on input line 204.

(/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd)

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_in_memory_data' on page 5 undefined on input line 215.

[5]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_url' on page 6 undefined on input line 231.


Underfull \hbox (badness 10000) in paragraph at lines 230--233
[]\T1/txtt/m/sl/10 Dataset.create_from_url \T1/qtm/m/n/10 takes CSV data from a
 URL. If you have set

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 6 undefined on input line 240.


Underfull \hbox (badness 10000) in paragraph at lines 239--243
[]\T1/txtt/m/sl/10 Dataset.create_from_data_source \T1/qtm/m/n/10 takes data fr
om a data source. If you have set

LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 6 
undefined on input line 259.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create' on pa
ge 6 undefined on input line 259.

[6] [7] [8]

LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 9 unde
fined on input line 449.

(/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataDriver' on page
 10 undefined on input line 507.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
10 undefined on input line 513.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page
 10 undefined on input line 518.

[10]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSourceParameter
s' on page 11 undefined on input line 590.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 11 undefined on input line 627.

[11]

LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 12
 undefined on input line 680.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_file' on page 12 undefined on input line 696.


LaTeX Warning: Hyper reference `features:dataset-definition' on page 12 undefin
ed on input line 708.


LaTeX Warning: Hyper reference `features:relationship' on page 12 undefined on 
input line 708.

[12]
Overfull \vbox (1.18929pt too high) detected at line 779
[13]

LaTeX Warning: Hyper reference `data-registry:secondary-dataset' on page 14 und
efined on input line 788.


LaTeX Warning: Hyper reference `data-registry:secondary-dataset' on page 14 und
efined on input line 799.

[14]

LaTeX Warning: Hyper reference `features:dataset-definition' on page 15 undefin
ed on input line 909.


LaTeX Warning: Hyper reference `features:relationship' on page 15 undefined on 
input line 909.


Overfull \vbox (1.2373pt too high) detected at line 951
[15] [16] [17] [18] [19]

LaTeX Warning: Hyper reference `data-registry:secondary-dataset' on page 20 und
efined on input line 1165.

[20] [21] [22]
Chapter 3.

LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 23 und
efined on input line 1335.

[23]

LaTeX Warning: Hyper reference `projects:partitions-api' on page 24 undefined o
n input line 1425.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set-
up-datetime' on page 24 undefined on input line 1425.

[24]

LaTeX Warning: Hyper reference `projects:advanced-options-api' on page 25 undef
ined on input line 1496.

[25]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 26 undefined on input line 1513.

[26] [27] [28] [29]
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd)

LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 30 und
efined on input line 1837.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag
e 30 undefined on input line 1852.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim
e' on page 30 undefined on input line 1864.

[30]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_models' o
n page 31 undefined on input line 1877.

[31]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get' on
 page 32 undefined on input line 1963.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.recommended_m
odel' on page 32 undefined on input line 1980.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' 
on page 32 undefined on input line 1997.


LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 32 undefin
ed on input line 1999.


LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre
ation-label' on page 32 undefined on input line 2000.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v
alidate' on page 32 undefined on input line 2022.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.score_backtests' on page 32 undefined on input line 2033.

[32] [33] [34]
Underfull \hbox (badness 10000) in paragraph at lines 2190--2192
[]\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift
 charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method

Underfull \hbox (badness 10000) in paragraph at lines 2204--2209
\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1
0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n
/10 and
[35]

LaTeX Warning: Hyper reference `datarobot-models:missing-values-report-api' on 
page 36 undefined on input line 2264.

[36]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_training_predictions' on page 37 undefined on input line 2365.


LaTeX Warning: Hyper reference `reference/predictions/predict_job:training-pred
ictions' on page 37 undefined on input line 2368.

[37]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_adv
anced_tuning_parameters' on page 38 undefined on input line 2397.

[38] [39] [40]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 41 undefined on input line 2595.

[41]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag
e 42 undefined on input line 2636.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim
e' on page 42 undefined on input line 2637.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag
e 42 undefined on input line 2648.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim
e' on page 42 undefined on input line 2648.


LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 42 undefin
ed on input line 2650.


LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre
ation-label' on page 42 undefined on input line 2651.

[42]

LaTeX Warning: Hyper reference `compliance-documentation:automated-documentatio
n-api' on page 43 undefined on input line 2716.

[43]

LaTeX Warning: Hyper reference `compliance-documentation:automated-documentatio
n-api' on page 44 undefined on input line 2786.

[44] [45] [46]
Overfull \vbox (0.73009pt too high) detected at line 3056
[47] [48]

LaTeX Warning: Hyper reference `reference/modeling/model:feature-impact-label' 
on page 49 undefined on input line 3114.

[49] [50]
Underfull \hbox (badness 10000) in paragraph at lines 3301--3307
[]\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 
and \T1/txtt/m/n/10 PredictionExplanations.

LaTeX Warning: Hyper reference `insights:datarobot.models.prediction_explanatio
ns.PredictionExplanationsRow' on page 51 undefined on input line 3311.

[51]

LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.creat
e' on page 52 undefined on input line 3370.

[52]

LaTeX Warning: Hyper reference `reference/modeling/model:feature-impact-label' 
on page 53 undefined on input line 3429.


LaTeX Warning: Hyper reference `insights:datarobot.models.ShapMatrix.create' on
 page 53 undefined on input line 3430.


Overfull \vbox (0.52194pt too high) detected at line 3465
[53] [54]
Overfull \vbox (0.93639pt too high) detected at line 3617
[55] [56]

LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 57 und
efined on input line 3727.


LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 57
 undefined on input line 3727.

[57]

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             
[58] [59] [60] [61]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-models-exec
ution-environments' on page 62 undefined on input line 4076.

[62]

LaTeX Warning: Hyper reference `reference/modeling/spec/custom_task:custom-task
-versions' on page 63 undefined on input line 4104.

[63] [64]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.custom_task_version
.CustomTaskFileItem' on page 65 undefined on input line 4255.

[65]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-models-depe
ndencies' on page 66 undefined on input line 4333.


LaTeX Warning: Hyper reference `projects:datetime-part-spec' on page 66 undefin
ed on input line 4350.

[66]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 67 undefined on input line 4411.


Underfull \hbox (badness 10000) in paragraph at lines 4410--4413
[]\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne
d by the \T1/txtt/m/sl/10 partitioning_methods.

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 67 undefined on input line 4420.

[67]
Underfull \hbox (badness 10000) in paragraph at lines 4483--4488
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing
 the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1
0 and

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.train_datetime' on page 68 undefined on input line 4491.

[68]

LaTeX Warning: Hyper reference `datarobot-models:datetime-mod' on page 69 undef
ined on input line 4499.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plot' on page 69 undefined on input line 4517.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plots_metadata' on page 69 undefined on input line 4518
.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plot_preview' on page 69 undefined on input line 4519.


Underfull \hbox (badness 10000) in paragraph at lines 4515--4520
\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra
cy over Time plot. To do so use

Underfull \hbox (badness 7558) in paragraph at lines 4515--4520
\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot\T1/qtm/m/n/10 . You 
can also re-trieve the de-tailed meta-data us-ing

LaTeX Warning: Hyper reference `projects:dur-string-helper' on page 69 undefine
d on input line 4595.

[69] [70] [71]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 72 undefined on input line 4746.


LaTeX Warning: Hyper reference `projects:segmented-modeling-api' on page 72 und
efined on input line 4767.


! LaTeX Error: Unicode character 物 (U+7269)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}}
                                                  

! LaTeX Error: Unicode character 类 (U+7C7B)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}}
                                                  
[72] [73]

LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set-
up-datetime' on page 74 undefined on input line 4922.

[74]

LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 75 u
ndefined on input line 4946.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set-
up-datetime' on page 75 undefined on input line 4954.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 75 undefined on input line 4956.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 75 undefined on input line 4967.

[75]

LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_multiseri
es_properties' on page 76 undefined on input line 5060.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e' on page 76 undefined on input line 5063.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 76 undefined on input line 5063.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_multiseri
es_properties' on page 76 undefined on input line 5081.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e' on page 76 undefined on input line 5088.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 76 undefined on input line 5093.

[76] [77]

LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 78 
undefined on input line 5156.


Underfull \hbox (badness 10000) in paragraph at lines 5155--5158
[]\T1/txtt/m/sl/10 datarobot.FeatureSettings \T1/qtm/m/n/10 con-struc-tor re-ce
ives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tin
gs

LaTeX Warning: Hyper reference `features:datarobot.models.restore_discarded_fea
tures.DiscardedFeaturesInfo' on page 78 undefined on input line 5196.


LaTeX Warning: Hyper reference `reference/predictions/predict_job:predictions' 
on page 78 undefined on input line 5209.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 78 undefined on input line 5221.

[78]

LaTeX Warning: Hyper reference `batch-predictions:batch-prediction-api' on page
 79 undefined on input line 5238.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 79 undefined on input line 5257.


Underfull \hbox (badness 6141) in paragraph at lines 5251--5258
[]\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t
he span of the ef-fec-tive Fea-ture Deriva-
[79]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 80 und
efined on input line 5302.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 80 undefined on input line 5381.

[80]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create_calendar
_from_country_code' on page 81 undefined on input line 5413.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.get_allowed_cou
ntry_codes' on page 81 undefined on input line 5416.

[81]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plot' on page 82 undefined on input line 5459.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_forecast_vs_actual_plot' on page 82 undefined on input line 5463.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plot' on page 82 undefined on input line 5467.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.compute_datetime_trend_plots' on page 82 undefined on input line 5473.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plots_metadata' on page 82 undefined on input line 5480
.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_forecast_vs_actual_plots_metadata' on page 82 undefined on input line 5484
.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plots_metadata' on page 82 undefined on input line 5488.



LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plot_preview' on page 82 undefined on input line 5497.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_forecast_vs_actual_plot_preview' on page 82 undefined on input line 5501.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plot_preview' on page 82 undefined on input line 5505.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 82 undefined on input line 5540.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.calculate_prediction_intervals' on page 82 undefined on input line 5541.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_calculated_prediction_intervals' on page 82 undefined on input line 5543.


Underfull \hbox (badness 10000) in paragraph at lines 5539--5544
[]\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a \T1/txtt/m/
sl/10 DatetimeModel \T1/qtm/m/n/10 us-ing the \T1/txtt/m/sl/10 DatetimeModel.
[82]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_predictions' on page 83 undefined on input line 5547.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 83 undefined on input line 5551.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_prediction_intervals_settings' on page 83 undefined on input line 5556.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_prediction_intervals_settings' on page 83 undefined on input line 555
7.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 83 undefined on input line 5567.


LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 83 und
efined on input line 5577.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.validate_exte
rnal_time_series_baseline' on page 83 undefined on input line 5580.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 83 undefined on input line 5582.

[83]

LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 84 und
efined on input line 5644.


LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r.create' on page 84 undefined on input line 5647.

[84]
Underfull \vbox (badness 10000) detected at line 5733

Underfull \vbox (badness 10000) detected at line 5733
[85] [86]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plot' on page 87 undefined on input line 5796.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plots_metadata' on page 87 undefined on input line 5797.



LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plot_preview' on page 87 undefined on input line 5798.

[87]
Underfull \hbox (badness 7012) in paragraph at lines 5868--5871
[]\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/
10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\
T1/qtm/m/n/10 , and
[88]
Underfull \hbox (badness 10000) in paragraph at lines 5918--5921
[]\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s
), re-quest com-pute ex-ter-nal test on one of
[89] [90] [91]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 92 undefined on input line 6202.

[92]

LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering
:datarobot.models.model.ClusterInsight' on page 93 undefined on input line 6236
.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 93
 undefined on input line 6241.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 93 undefined on input line 6246.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 93 undefined on input line 6250.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 93 undefined on input line 6254.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.cluster_insig
ht.ClusterInsight' on page 93 undefined on input line 1.


LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering
:datarobot.models.model.ClusterInsight' on page 93 undefined on input line 6275
.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.cluster.Clust
er' on page 93 undefined on input line 1.


LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering
:datarobot.models.model.Cluster' on page 93 undefined on input line 6294.


LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering
:datarobot.models.model.Cluster' on page 93 undefined on input line 6329.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 93
 undefined on input line 6333.

[93]

LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering
:datarobot.models.model.Cluster' on page 94 undefined on input line 6366.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 94
 undefined on input line 6370.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 94
 undefined on input line 6483.

[94]

LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering
:datarobot.models.model.Cluster' on page 95 undefined on input line 6529.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 95
 undefined on input line 6611.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 95 undefined on input line 6616.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 95 undefined on input line 6620.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 95 undefined on input line 6624.

[95]

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 96 undefined on input line 6729.

[96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a
ctivation_map2.png>] [100] [101 <./embeddings.png>] [102]

LaTeX Warning: Hyper reference `reference/modeling/spec/binary_data:binary-data
' on page 103 undefined on input line 7057.


LaTeX Warning: Hyper reference `jobs:jobs-api' on page 103 undefined on input l
ine 7073.

[103] [104]

LaTeX Warning: Hyper reference `datarobot-models:wait-for-async-model-creation-
api-label' on page 105 undefined on input line 7198.


Overfull \vbox (1.18929pt too high) detected at line 7227
[105] [106] [107] [108]
Chapter 4.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 109 undefined on input line 7424.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 109 undefined on input line 7447.


LaTeX Warning: Hyper reference `batch-predictions:predict-job-api' on page 109 
undefined on input line 7453.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 109 undefined on input line 7465.

[109]
Overfull \vbox (1.18929pt too high) detected at line 7571
[110] [111]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_training_predictions' on page 112 undefined on input line 7658.


LaTeX Warning: Hyper reference `jobs:datarobot.models.TrainingPredictionsJob' o
n page 112 undefined on input line 7659.


LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions' on page 112 undefined on input line 7661.

[112]

LaTeX Warning: Hyper reference `batch-predictions:batch-prediction-api' on page
 113 undefined on input line 7775.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.predict_batch' on page 113 undefined on input line 7781.

[113]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_to_file' on page 114 undefined on input line 7797.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_s3' on page 114 undefined on input line 7839.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 114 undefined on input line 7840.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.create_
s3' on page 114 undefined on input line 7841.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_azure' on page 114 undefined on input line 7865.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 114 undefined on input line 7867.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.create_
azure' on page 114 undefined on input line 7867.

[114]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_gcp' on page 115 undefined on input line 7888.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 115 undefined on input line 7889.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.create_
gcp' on page 115 undefined on input line 7890.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 115 undefined on input line 7912.

[115]

LaTeX Warning: Hyper reference `reference/admin/credentials:s3-creds-usage' on 
page 116 undefined on input line 7985.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 116 undefined on input line 8005.


LaTeX Warning: Hyper reference `reference/admin/credentials:basic-creds-usage' 
on page 116 undefined on input line 8006.

[116]

LaTeX Warning: Hyper reference `reference/admin/credentials:basic-creds-usage' 
on page 117 undefined on input line 8030.


LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 117 un
defined on input line 8050.

[117]

LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 118 undefined on input line 8082.


LaTeX Warning: Hyper reference `reference/admin/credentials:basic-creds-usage' 
on page 118 undefined on input line 8083.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.download' on page 118 undefined on input line 8134.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 118 undefined on input line 8134.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.download' on page 118 undefined on input line 8139.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.get_status' on page 118 undefined on input line 8143.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob.w
ait_for_completion' on page 118 undefined on input line 8144.

[118]

LaTeX Warning: Hyper reference `reference/admin/credentials:s3-creds-usage' on 
page 119 undefined on input line 8200.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 119 undefined on input line 8218.


LaTeX Warning: Hyper reference `reference/admin/credentials:basic-creds-usage' 
on page 119 undefined on input line 8219.


Overfull \vbox (1.27087pt too high) detected at line 8239
[119]

LaTeX Warning: Hyper reference `reference/admin/credentials:basic-creds-usage' 
on page 120 undefined on input line 8245.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 120 undefined on input line 8266.


LaTeX Warning: Hyper reference `reference/admin/credentials:basic-creds-usage' 
on page 120 undefined on input line 8267.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_from_existing' on page 120 undefined on input line 8291.

[120] [121]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 122 undefined on input line 8414.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 122 undefined on input line 8421.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.delete' on page 122 undefined on input line 8432.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.update' on page 122 undefined on input line 8433.

[122]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 123 undefined on input line 8473.


Overfull \vbox (0.53955pt too high) detected at line 8501
[123]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.run_once' on page 124 undefined on input line 8511.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 124 undefined on input line 8529.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.update' on page 124 undefined on input line 8530.


Underfull \hbox (badness 6477) in paragraph at lines 8527--8532
[]\T1/qtm/m/n/10 In or-der to sched-ule the ex-e-cu-tion of a batch pre-dic-tio
n job, a def-i-ni-tion must first be cre-ated us-

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.run_on_schedule' on page 124 undefined on input line 8534.


Underfull \hbox (badness 10000) in paragraph at lines 8533--8535
[]\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with \T1/txtt/m/sl
/10 datarobot.models.BatchPredictionJobDefinition.
[124]
Underfull \hbox (badness 10000) in paragraph at lines 8617--8620
[]|\T1/qtm/m/n/10 The hour(s)

Underfull \hbox (badness 10000) in paragraph at lines 8617--8620
\T1/qtm/m/n/10 of the day

Underfull \hbox (badness 6592) in paragraph at lines 8617--8620
\T1/qtm/m/n/10 that the job

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
[]|\T1/qtm/m/n/10 Strings, ei-

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 ther 3-letter

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 ab-bre-vi-a-tions

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 or the full

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 month, can

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 change-ably

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
[]\T1/qtm/m/n/10 Months that

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/qtm/m/n/10 pat-i-ble with

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/qtm/m/n/10 are ig-nored,

Overfull \hbox (13.14194pt too wide) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 "day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 ": [31],

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 "month":[

Underfull \hbox (badness 5563) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 the job will

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ab-bre-vi-a-

Underfull \hbox (badness 6592) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 tions or the

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 full name

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 of the day,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 in-ter-change-

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ably (e.g.,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^Psun-day^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^PSun-day^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^Psun^^Q, or

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^PSun^^Q, all

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 field is ad-

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 di-tive with

Overfull \hbox (10.39195pt too wide) in paragraph at lines 8649--8652
\T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 mean-ing the

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 job will

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 run both

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 on the date

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 spec-i-fied by

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8649--8652
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 5147) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 and the day

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 de-fined in

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
[]|\T1/qtm/m/n/10 The date(s)

Underfull \hbox (badness 6592) in paragraph at lines 8662--8664
\T1/qtm/m/n/10 that the job

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
\T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
\T1/qtm/m/n/10 days of the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 field is ad-

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 di-tive with

Overfull \hbox (5.14197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 mean-ing the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 job will

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 the date(s)

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 de-fined in

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 this field

Underfull \hbox (badness 5147) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 and the day

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 spec-i-fied by

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 dates 1st,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 2nd, 3rd,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 plus ev-ery

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 is set to

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 is de-fined,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 will trig-ger

Underfull \hbox (badness 6348) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 that matches

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 Tues-day the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 2nd, 9th,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 16th, 23rd,

Underfull \hbox (badness 10000) in paragraph at lines 8670--8673
\T1/qtm/m/n/10 such as
[125]
Overfull \vbox (676.10883pt too high) has occurred while \output is active
[126]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.delete' on page 127 undefined on input line 8684.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.update' on page 127 undefined on input line 8684.


Underfull \hbox (badness 5832) in paragraph at lines 8681--8687
\T1/qtm/m/n/10 Job def-i-ni-tions are only be ex-e-cuted by the sched-uler if \
T1/txtt/m/n/10 enabled \T1/qtm/m/n/10 is set to \T1/txtt/m/n/10 True\T1/qtm/m/n
/10 . If you have a

Underfull \hbox (badness 8056) in paragraph at lines 8681--8687
\T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled
 job, but should now be stopped, sim-ply
[127] [128]
Chapter 5.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.create_from_registered_model_version' on page 129 undefined on input line 87
24.


LaTeX Warning: Hyper reference `reference/mlops/model_registry:model-registry' 
on page 129 undefined on input line 8724.


LaTeX Warning: Hyper reference `deployment-management:datarobot.PredictionServe
r.list' on page 129 undefined on input line 8737.

[129]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 130 undefined on input line 8775.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.DeploymentListFilters' on page 130 undefined on input line 8779.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 130 undefined on input line 8810.

[130]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.predict_batch' on page 131 undefined on input line 8869.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.replace_model' on page 131 undefined on input line 8893.

[131]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.validate_replacement_model' on page 132 undefined on input line 8951.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.validate_replacement_model' on page 132 undefined on input line 8954.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.replace_model' on page 132 undefined on input line 8955.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 132 undefined on input line 8992.

[132]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 133 undefined on input line 9016.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.ServiceStats' on page 133 undefined on input line 9033.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.ServiceStatsOverTime' on page 133 undefined on input line 9034.

[133]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.TargetDrift' on page 134 undefined on input line 9071.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.FeatureDrift' on page 134 undefined on input line 9071.

[134]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.Accuracy' on page 135 undefined on input line 9169.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.AccuracyOverTime' on page 135 undefined on input line 9169.

[135] [136]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.delete_monitoring_data' on page 137 undefined on input line 9277.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_prediction_data_exports' on page 137 undefined on input line 9296.

[137]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_actuals_data_exports' on page 138 undefined on input line 9337.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_training_data_exports' on page 138 undefined on input line 9377.

[138]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_data_quality_exports' on page 139 undefined on input line 9392.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_segment_attributes' on page 139 undefined on input line 9416.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_segment_values' on page 139 undefined on input line 9417.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_challengers' on page 139 undefined on input line 9441.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.list' on page 139 undefined on input line 9441.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.create' on page 139 undefined on input line 9445.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.get' on page 139 undefined on input line 9449.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.update' on page 139 undefined on input line 9453.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.delete' on page 139 undefined on input line 9457.

[139]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_challenger_models_settings' on page 140 undefined on input line 9475.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_challenger_models_settings' on page 140 undefined on input line 9476.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_challenger_replay_settings' on page 140 undefined on input line 9490.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_challenger_replay_settings' on page 140 undefined on input line 9491.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_drift_tracking_settings' on page 140 undefined on input line 9518.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_drift_tracking_settings' on page 140 undefined on input line 9530.

[140]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_association_id_settings' on page 141 undefined on input line 9546.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_association_id_settings' on page 141 undefined on input line 9558.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_predictions_by_forecast_date_settings' on page 141 undefined on input li
ne 9574.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_by_forecast_date_settings' on page 141 undefined on input
 line 9586.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_health_settings' on page 141 undefined on input line 9605.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_default_health_settings' on page 141 undefined on input line 9606.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_health_settings' on page 141 undefined on input line 9607.

[141]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_segment_analysis_settings' on page 142 undefined on input line 9638.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_segment_analysis_settings' on page 142 undefined on input line 9650.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_predictions_data_collection_settings' on page 142 undefined on input lin
e 9669.

[142]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_data_collection_settings' on page 143 undefined on input 
line 9682.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_prediction_warning_settings' on page 143 undefined on input line 9700.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_prediction_warning_settings' on page 143 undefined on input line 9712
.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_secondary_dataset_config' on page 143 undefined on input line 9744.

[143]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_secondary_dataset_config' on page 144 undefined on input line 9756.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_shared_roles' on page 144 undefined on input line 9792.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.DeploymentSharedRole' on page 144 undefined on input line 9793.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_shared_roles' on page 144 undefined on input line 9807.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.DeploymentGrantSharedRoleWithId' on page 144 undefined on input line 9808.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.DeploymentGrantSharedRoleWithUsername' on page 144 undefined on input line 9
809.


Underfull \hbox (badness 10000) in paragraph at lines 9806--9810
\T1/qtm/m/n/10 of \T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGrantS
haredRoleWithId \T1/qtm/m/n/10 and \T1/txtt/m/sl/10 datarobot.models.
[144] [145] [146] [147] [148] [149] [150] [151]
Overfull \vbox (1.93637pt too high) detected at line 10336
[152] [153] [154]
Underfull \hbox (badness 7415) in paragraph at lines 10500--10502
[]\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for
-ma-tion. For model spe-cific met-rics set
[155] [156]
Underfull \hbox (badness 10000) in paragraph at lines 10588--10590
\T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset 
in the Data Reg-istry, use the
[157] [158] [159] [160] [161] [162] [163] [164]

LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion.refresh' on page 165 undefined on input line 11229.


Overfull \vbox (0.52194pt too high) detected at line 11267
[165]

LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 166 undefined on input line 11314.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 166 undefined on input line 11315.


Underfull \hbox (badness 10000) in paragraph at lines 11313--11316
[]\T1/qtm/m/n/10 Re-fer to \T1/txtt/m/sl/10 ExecutionEnvironment \T1/qtm/m/n/10
 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and
[166] [167]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-model-versi
ons' on page 168 undefined on input line 11404.

[168]
Overfull \vbox (1.27087pt too high) detected at line 11514
[169]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-inference-m
odel-version-training-data' on page 170 undefined on input line 11565.

[170]

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.li
st' on page 171 undefined on input line 11605.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.up
date' on page 171 undefined on input line 11638.

[171]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-inference-m
odel-version-training-data' on page 172 undefined on input line 11660.


LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-model-versi
on-feature-impact' on page 172 undefined on input line 11695.

[172]

LaTeX Warning: Hyper reference `custom-models:datarobot.models.custom_model_ver
sion.CustomModelFileItem' on page 173 undefined on input line 11768.

[173]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-inference-m
odel-assign-data' on page 174 undefined on input line 11826.

[174] [175] [176] [177] [178] [179]

LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-inference-m
odel-assign-data' on page 180 undefined on input line 12157.


LaTeX Warning: Hyper reference `reference/mlops/custom_model:custom-model-versi
on-calculate-feature-impact' on page 180 undefined on input line 12184.

[180] [181]
Overfull \vbox (2.67389pt too high) detected at line 12356
[182] [183] [184]
Underfull \hbox (badness 10000) in paragraph at lines 12478--12481
\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate
, use \T1/txtt/m/n/10 dr.registry.Job.
[185] [186] [187]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model_registr
y.RegisteredModelListFilters' on page 188 undefined on input line 12735.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model_registr
y.RegisteredModelVersionsListFilters' on page 188 undefined on input line 12739
.


Underfull \hbox (badness 10000) in paragraph at lines 12737--12740
[]\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are
 re-turned by pass-ing an in-stance of the
[188] [189] [190] [191] [192]
Chapter 6.

LaTeX Warning: Hyper reference `credentials:credential-api' on page 193 undefin
ed on input line 12995.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.list' o
n page 193 undefined on input line 13002.


LaTeX Warning: Hyper reference `reference/predictions/batch_predictions:batch-p
redictions-s3-creds-usage' on page 193 undefined on input line 13012.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 193 undefined on input line 13038.

[193]

LaTeX Warning: Hyper reference `reference/predictions/batch_predictions:batch-p
redictions-s3-creds-usage' on page 194 undefined on input line 13096.

[194] [195] [196] [197] [198]

LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 199 undefined on input line 13451.


LaTeX Warning: Hyper reference `reference/mlops/deployment:deployment-sharing' 
on page 199 undefined on input line 13467.


LaTeX Warning: Hyper reference `reference/use_cases/use_cases:use-case-sharing'
 on page 199 undefined on input line 13471.

[199] [200] [201] [202]
Chapter 7.
[203]

LaTeX Warning: Hyper reference `use-cases:datarobot.models.use_cases.use_case.U
seCaseReferenceEntity' on page 204 undefined on input line 13710.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.add' on page 204 un
defined on input line 13710.

[204] [205] [206]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 207 undefined on input line 13874.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.share' on page 207 
undefined on input line 13877.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 207 undefined on input line 13877.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 207 undefined on input line 13878.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 207 undefi
ned on input line 13878.


Underfull \hbox (badness 10000) in paragraph at lines 13880--13883
[]\T1/qtm/m/n/10 Use Cases sup-port \T1/txtt/m/n/10 SHARING_ROLE.OWNER\T1/qtm/m
/n/10 , \T1/txtt/m/n/10 SHARING_ROLE.EDITOR\T1/qtm/m/n/10 , \T1/txtt/m/n/10 SHA
RING_ROLE.CONSUMER \T1/qtm/m/n/10 and

LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 207 undefined on input line 13911.

[207] [208]
Chapter 8.
[209]

LaTeX Warning: Hyper reference `client-setup:datarobot.rest.RESTClientObject' o
n page 210 undefined on input line 14058.


LaTeX Warning: Hyper reference `client-setup:datarobot.rest.RESTClientObject' o
n page 210 undefined on input line 14084.


LaTeX Warning: Hyper reference `client-setup:datarobot.rest.RESTClientObject' o
n page 210 undefined on input line 14106.

[210] [211] [212]
Chapter 9.
[213] [214]
Chapter 10.

LaTeX Warning: Hyper reference `application-templates:datarobot.models.custom_t
emplates.CustomTemplate' on page 215 undefined on input line 14373.

[215]

LaTeX Warning: Hyper reference `application-templates:datarobot.models.custom_t
emplates.CustomTemplate' on page 216 undefined on input line 14493.

[216] [217] [218]
Chapter 11.
[219]

LaTeX Warning: Hyper reference `applications:datarobot.Application' on page 220
 undefined on input line 14900.

[220]
Chapter 12.

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob' on page 221 undefined on input line 14953.

[221]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 222 undefined on input line 15028.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 222 undefined on input line 15087.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 222 undefined on input line 15119.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 222 undefined on input line 15130.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 222 undefined on input line 15144.

[222]

LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 223 undefined on input line 15209.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 223 undefined on input line 15245.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 223 undefined on input line 15262.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 223 undefined on input line 15276.

[223]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob' on page 224 undefined on input line 15370.

[224]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition' on page 225 undefined on input line 15490.

[225] [226]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition' on page 227 undefined on input line 15638.

[227]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 228 undefined on input line 15704.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 228 undefined on input line 15709.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 228 undefined on input line 15713.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 228 undefined on input line 15717.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 228 undefined on input line 15721.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition' on page 228 undefined on input line 15731.


Overfull \vbox (1.75995pt too high) detected at line 15779
[228]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 229 undefined on input line 15801.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition' on page 229 undefined on input line 15809.

[229]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob' on page 230 undefined on input line 15862.

[230]
Chapter 13.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 231 undefined on input line 15958.

[231]

LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 232 undefined on input line 16014.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 232 undefined on input line 16046.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 232 undefined on input line 16057.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 232 undefined on input line 16071.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 232 undefined on input line 16136.

[232]

LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 233 undefined on input line 16172.


LaTeX Warning: Hyper reference `reference/data/database_connectivity:database-c
onnectivity-overview' on page 233 undefined on input line 16183.


LaTeX Warning: Hyper reference `reference/admin/credentials:credentials-api-doc
' on page 233 undefined on input line 16197.

[233] [234]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 235 undefined on input line 16444.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 235 undefined on input line 16471.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 235 undefined on input line 16480.

[235]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 236 undefined on input line 16497.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 236 undefined on input line 16564.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 236 undefined on input line 16568.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 236 undefined on input line 16593.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 236 undefined on input line 16599.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 236 undefined on input line 16617.

[236]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 237 undefined on input line 16645.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 237 undefined on input line 16654.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 237 undefined on input line 16717.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 237 undefined on input line 16721.

[237]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 238 undefined on input line 16747.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 238 undefined on input line 16753.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 238 undefined on input line 16779.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 238 undefined on input line 16805.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 238 undefined on input line 16811.


Underfull \hbox (badness 10000) in paragraph at lines 16814--16817
[]\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U The URL for the pre-dic-tion dataset (e.g.:

Underfull \hbox (badness 10000) in paragraph at lines 16819--16822
[]\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U The URL for the scored dataset (e.g.:

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 238 undefined on input line 16835.

[238]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 239 undefined on input line 16861.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 239 undefined on input line 16867.


Underfull \hbox (badness 10000) in paragraph at lines 16870--16873
[]\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U The URL for the pre-dic-tion dataset (e.g.:

Underfull \hbox (badness 10000) in paragraph at lines 16875--16878
[]\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U The URL for the scored dataset (e.g.:

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 239 undefined on input line 16891.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 239 undefined on input line 16920.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 239 undefined on input line 16950.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 239 undefined on input line 16956.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 239 undefined on input line 16966.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 239 undefined on input line 16973.

[239]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 240 undefined on input line 17009.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 240 undefined on input line 17009.


Underfull \hbox (badness 10000) in paragraph at lines 17049--17051
[]\T1/qtm/m/n/10 par-ti-tion : sub-set of train-ing data to score, one of \T1/t
xtt/m/n/10 datarobot.enums.
[240] [241]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 242 undefined on input line 17281.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 242 undefined on input line 17310.

[242] [243]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition' on page 244 undefined on input line 17487.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 244 undefined on input line 17586.

[244]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition' on page 245 undefined on input line 17658.

[245]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 246 undefined on input line 17724.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 246 undefined on input line 17729.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 246 undefined on input line 17733.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 246 undefined on input line 17737.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 246 undefined on input line 17741.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition' on page 246 undefined on input line 17751.

[246]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 247 undefined on input line 17821.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition' on page 247 undefined on input line 17829.

[247]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 248 undefined on input line 17882.

[248]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncPredictionsGenerat
ionError' on page 249 undefined on input line 18005.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 249 undefined on input line 18009.

[249]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 250 undefine
d on input line 18072.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 250 undefined on input line 18080.


Underfull \hbox (badness 6364) in paragraph at lines 18083--18085
\T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr
e-dict job, e.g. job_type !=

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 250 undefined on input line 18122.


LaTeX Warning: Hyper reference `errors:datarobot.errors.PendingJobFinished' on 
page 250 undefined on input line 18127.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 250 undefined on input line 18132.

[250]

LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 251 undefined on input line 18190.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 251 undefined on input line 18194.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 251 undefined on input line 18297.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 251 undefined on input line 18301.

[251]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 252 undefined on input line 18341.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 252 undefined on input line 18345.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 252 undefined on input line 18442.

[252] [253]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 254 undefined on input line 18573.

[254]
Chapter 14.

Overfull \hbox (5.07387pt too wide) in paragraph at lines 18620--18620
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 

Overfull \hbox (10.32385pt too wide) in paragraph at lines 18680--18680
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 
[255]
Overfull \hbox (5.07387pt too wide) in paragraph at lines 18739--18739
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 
[256] [257] [258]
Chapter 15.

LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 
259 undefined on input line 18984.

[259]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintChart' on 
page 260 undefined on input line 19034.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 260 undefined on input line 19059.

[260]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintChart' on 
page 261 undefined on input line 19223.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.ModelBlueprintChart
' on page 261 undefined on input line 19312.

[261]
Underfull \hbox (badness 10000) in paragraph at lines 19395--19397
[]\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[
UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 19427--19429
[]\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[
enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/
10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 ,
[262]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
3 undefined on input line 19502.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
3 undefined on input line 19506.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
3 undefined on input line 19546.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
3 undefined on input line 19550.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 263
 undefined on input line 19556.

[263]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
4 undefined on input line 19598.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
4 undefined on input line 19602.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 264
 undefined on input line 19608.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
4 undefined on input line 19646.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
4 undefined on input line 19650.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 264
 undefined on input line 19656.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
4 undefined on input line 19697.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
4 undefined on input line 19701.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 264
 undefined on input line 19707.

[264]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
5 undefined on input line 19749.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
5 undefined on input line 19753.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 265
 undefined on input line 19759.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
5 undefined on input line 19810.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
5 undefined on input line 19814.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 265
 undefined on input line 19820.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
5 undefined on input line 19846.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
5 undefined on input line 19850.

[265]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
6 undefined on input line 19878.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
6 undefined on input line 19882.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
6 undefined on input line 19922.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
6 undefined on input line 19926.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
6 undefined on input line 19966.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
6 undefined on input line 19970.


Overfull \hbox (33.22383pt too wide) in paragraph at lines 20005--20007
[]\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu
eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 )
[266]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
7 undefined on input line 20017.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
7 undefined on input line 20021.


Underfull \hbox (badness 10000) in paragraph at lines 20066--20068
[]\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T
S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1
/txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt
/m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
7 undefined on input line 20078.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
7 undefined on input line 20082.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
7 undefined on input line 20123.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
7 undefined on input line 20127.

[267]
Underfull \hbox (badness 10000) in paragraph at lines 20158--20160
[]\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon
trolWithUsernameValidator\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
8 undefined on input line 20166.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
8 undefined on input line 20170.


Underfull \hbox (badness 10000) in paragraph at lines 20211--20213
[]\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T
1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/
10 , \T1/txtt/m/n/10 at most this many results are

LaTeX Warning: Hyper reference `blueprints:datarobot.models.user_blueprints.mod
els.UserBlueprintCatalogSearch' on page 268 undefined on input line 20237.

[268]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
9 undefined on input line 20278.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
9 undefined on input line 20282.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.user_blueprints.mod
els.UserBlueprintAvailableInput' on page 269 undefined on input line 20288.


Underfull \hbox (badness 10000) in paragraph at lines 20310--20313
[]\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep
rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 26
9 undefined on input line 20355.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 26
9 undefined on input line 20359.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.user_blueprints.mod
els.UserBlueprintAddToProjectMenu' on page 269 undefined on input line 20365.

[269]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
0 undefined on input line 20426.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
0 undefined on input line 20430.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.user_blueprints.mod
els.UserBlueprintAvailableTasks' on page 270 undefined on input line 20436.


Overfull \hbox (33.22383pt too wide) in paragraph at lines 20485--20487
[]\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu
eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 )

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
0 undefined on input line 20497.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
0 undefined on input line 20501.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.user_blueprints.mod
els.UserBlueprintValidateTaskParameters' on page 270 undefined on input line 20
507.

[270]
Underfull \hbox (badness 5711) in paragraph at lines 20611--20613
[]\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D
efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user

Underfull \hbox (badness 10000) in paragraph at lines 20650--20652
[]\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T
1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/
10 , \T1/txtt/m/n/10 at most this many results are

LaTeX Warning: Hyper reference `blueprints:datarobot.models.user_blueprints.mod
els.UserBlueprintCatalogSearch' on page 271 undefined on input line 20676.

[271]

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 272 undefined on input line 20755.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask' on page 272 un
defined on input line 20809.

[272]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
3 undefined on input line 20860.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
3 undefined on input line 20864.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask' on page 273 un
defined on input line 20898.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
3 undefined on input line 20903.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
3 undefined on input line 20907.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask' on page 273 un
defined on input line 20937.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
3 undefined on input line 20942.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
3 undefined on input line 20946.

[273]
Underfull \hbox (badness 10000) in paragraph at lines 21015--21020
[]\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions

Underfull \hbox (badness 6658) in paragraph at lines 21015--21020
\T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us
es de-fault

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
4 undefined on input line 21026.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
4 undefined on input line 21030.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask' on page 274 un
defined on input line 21036.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
4 undefined on input line 21076.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
4 undefined on input line 21080.

[274]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
5 undefined on input line 21111.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
5 undefined on input line 21115.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
5 undefined on input line 21146.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
5 undefined on input line 21150.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
5 undefined on input line 21185.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
5 undefined on input line 21189.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.list' on page 2
75 undefined on input line 21219.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
275 undefined on input line 21219.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.list' on page 2
75 undefined on input line 21243.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
275 undefined on input line 21243.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
5 undefined on input line 21248.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
5 undefined on input line 21252.

[275] [276]

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 277 undefined on input line 21508.

[277]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
8 undefined on input line 21513.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
8 undefined on input line 21517.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 278 undefined on input line 21590.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
8 undefined on input line 21595.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
8 undefined on input line 21599.

[278]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
9 undefined on input line 21638.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
9 undefined on input line 21642.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 279 undefined on input line 21683.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
9 undefined on input line 21688.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
9 undefined on input line 21692.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
9 undefined on input line 21723.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 27
9 undefined on input line 21727.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 27
9 undefined on input line 21766.

[279]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 28
0 undefined on input line 21770.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 28
0 undefined on input line 21797.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 28
0 undefined on input line 21801.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 28
0 undefined on input line 21864.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 28
0 undefined on input line 21868.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 280 undefined on input line 21872.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 28
0 undefined on input line 21897.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 28
0 undefined on input line 21901.

[280]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 28
1 undefined on input line 21956.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 28
1 undefined on input line 21960.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.images.Ima
ge' on page 281 undefined on input line 22037.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.images.Ima
ge' on page 281 undefined on input line 22065.

[281]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.images.Sam
pleImage' on page 282 undefined on input line 22133.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.images.Ima
ge' on page 282 undefined on input line 22156.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.images.Dup
licateImage' on page 282 undefined on input line 22199.

[282]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 28
3 undefined on input line 22298.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.insights.I
mageEmbedding' on page 283 undefined on input line 22366.

[283]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 28
4 undefined on input line 22470.

[284]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.insights.I
mageActivationMap' on page 285 undefined on input line 22546.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati
on.ImageAugmentationOptions' on page 285 undefined on input line 22629.

[285]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati
on.ImageAugmentationList' on page 286 undefined on input line 22716.

[286]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati
on.ImageAugmentationList' on page 287 undefined on input line 22805.

[287] [288]
Chapter 16.

LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger' on page 289 undefined on input line 23009.

[289]

LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger' on page 290 undefined on input line 23058.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.list' on page 290 undefined on input line 23103.

[290] [291] [292]
Chapter 17.

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 293 undefined on input line 2
3334.

[293]
Overfull \vbox (0.94989pt too high) detected at line 23504
[294]
Underfull \vbox (badness 7522) detected at line 23624

Overfull \vbox (4.48987pt too high) detected at line 23624
[295] [296]

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument' on page 297 undefined on input line 23708
.


Underfull \hbox (badness 10000) in paragraph at lines 23714--23716
[]\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje
cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument' on page 297 undefined on input line 23719
.


Overfull \vbox (42.9599pt too high) detected at line 23788
[297]

LaTeX Warning: Hyper reference `reference/modeling/insights/automated_documenta
tion:automated-documentation-overview' on page 298 undefined on input line 2381
7.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument' on page 298 undefined on input line 23818
.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.get_default' on page 298 undefined on 
input line 23848.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.list' on page 298 undefined on input l
ine 23905.

[298]

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 299 undefined on input line 2
3939.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 299 undefined on input line 2
3992.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.list' on page 299 undefined on input l
ine 24018.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 299 undefined on input line 2
4032.

[299]

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 300 undefined on input line 2
4061.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.list' on page 300 undefined on input l
ine 24107.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 300 undefined on input line 2
4107.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.list' on page 300 undefined on input l
ine 24168.

[300]

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.enums.Compli
anceDocTemplateProjectType' on page 301 undefined on input line 24246.

[301] [302]
Chapter 18.

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.list' o
n page 303 undefined on input line 24286.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 303 undefined on input line 24328.

[303]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 304 undefined on input line 24367.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 304 undefined on input line 24420.

[304]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 305 undefined on input line 24478.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 305 undefined on input line 24545.

[305]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 306 undefined on input line 24600.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 306 undefined on input line 24667.

[306]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 307 undefined on input line 24722.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 307 undefined on input line 24784.

[307]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 308 undefined on input line 24851.

[308]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 309 undefined on input line 24919.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 309 undefined on input line 24974.

[309]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 310 undefined on input line 25034.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 310 undefined on input line 25092.

[310]
Underfull \hbox (badness 5475) in paragraph at lines 25138--25140
[]\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe
cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that
[311] [312]
Chapter 19.
[313]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric' on page 314 undefined on input line 25323.

[314]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric' on page 315 undefined on input line 25377.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.list' on page 315 undefined on input line 25421.

[315]
Underfull \hbox (badness 5274) in paragraph at lines 25517--25519
[]\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet
ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time
[316]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric' on page 317 undefined on input line 25552.

[317] [318] [319]
Overfull \vbox (2.75995pt too high) detected at line 25853
[320]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverTime' on page 321 undefined on input line 2590
7.

[321]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverSpace' on page 322 undefined on input line 259
79.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricSummary' on page 322 undefined on input line 26044.

[322]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverBatch' on page 323 undefined on input line 261
12.

[323]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricBatchSummary' on page 324 undefined on input line 26185.


[324]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverTime' on page 325 undefined on input line 2631
2.

[325]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricSummary' on page 326 undefined on input line 26472.

[326]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverBatch' on page 327 undefined on input line 265
69.

[327]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricBatchSummary' on page 328 undefined on input line 26718.



Overfull \hbox (12.22389pt too wide) in paragraph at lines 26760--26762
[]\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC
ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 )

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricTemplate' on page 328 undefined on input line 2680
8.

[328]
Underfull \hbox (badness 10000) in paragraph at lines 26865--26871
\T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f
or 2 calls:

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric' on page 329 undefined on input line 26937.

[329]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric' on page 330 undefined on input line 27013.

[330]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric' on page 331 undefined on input line 27089.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint' on page 331 undefined on input line 272
33.

[331]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint' on page 332 undefined on input line 272
89.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint' on page 332 undefined on input line 273
41.

[332]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverSpace' on page 333 undefined on input line 274
34.

[333] [334]
Chapter 20.

Underfull \hbox (badness 5924) in paragraph at lines 27522--27527
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1
0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 335 undefined on input line 27536.

[335]
Underfull \hbox (badness 10000) in paragraph at lines 27591--27594
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 27591--27594
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 27591--27594
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27605--27607
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[336]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
7 undefined on input line 27663.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
7 undefined on input line 27667.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 337 undefined on input line 27701.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
7 undefined on input line 27706.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
7 undefined on input line 27710.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
7 undefined on input line 27741.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
7 undefined on input line 27745.


Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
[]\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET
_TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus-

Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
\T1/qtm/m/n/10 tom in-fer-ence model. Val-ues: [\T1/qtm/m/it/10 datarobot.TARGE
T_TYPE.BINARY\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , \T1/qtm/m/it/1
0 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 ,

Overfull \hbox (33.36987pt too wide) in paragraph at lines 27779--27784
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it
/10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] 
[337]
Underfull \hbox (badness 10000) in paragraph at lines 27821--27824
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 27821--27824
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 27821--27824
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27835--27838
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 338 undefined on input line 27847.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
8 undefined on input line 27852.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
8 undefined on input line 27856.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 338 undefined on input line 27890.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
8 undefined on input line 27895.

[338]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
9 undefined on input line 27899.


Underfull \hbox (badness 10000) in paragraph at lines 27963--27966
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
9 undefined on input line 27972.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
9 undefined on input line 27976.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 33
9 undefined on input line 28007.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 33
9 undefined on input line 28011.

[339]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
0 undefined on input line 28042.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
0 undefined on input line 28046.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
0 undefined on input line 28094.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
0 undefined on input line 28098.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.li
st' on page 340 undefined on input line 28128.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
340 undefined on input line 28128.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.li
st' on page 340 undefined on input line 28152.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
340 undefined on input line 28152.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
0 undefined on input line 28157.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
0 undefined on input line 28161.

[340]
Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
[]\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U the type of the im-age, ei-ther CUS-

Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
\T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test-

Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
\T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C
US-

Underfull \hbox (badness 10000) in paragraph at lines 28260--28263
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 28260--28263
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28260--28263
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[341]
Underfull \hbox (badness 10000) in paragraph at lines 28312--28315
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28312--28315
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28312--28315
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 342 undefined on input line 28333.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
2 undefined on input line 28338.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
2 undefined on input line 28342.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
2 undefined on input line 28381.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
2 undefined on input line 28385.

[342]

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 343 undefined on input line 28419.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
3 undefined on input line 28424.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
3 undefined on input line 28428.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
3 undefined on input line 28455.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
3 undefined on input line 28459.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
3 undefined on input line 28486.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
3 undefined on input line 28490.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
3 undefined on input line 28517.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
3 undefined on input line 28521.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
3 undefined on input line 28548.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
3 undefined on input line 28552.

[343]
Underfull \hbox (badness 10000) in paragraph at lines 28628--28631
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 28628--28631
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28628--28631
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 344 undefined on input line 28686.

[344]
Underfull \hbox (badness 10000) in paragraph at lines 28735--28742
[]\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID

Underfull \hbox (badness 5077) in paragraph at lines 28735--28742
\T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ
ment_id^^Q and

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
[]\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/
m/n/10 ) ^^U The list of tu-ples, where val-ues in each

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho
uld be

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names 
will be

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f
ile1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 ^^Pfile1.txt^^Q), (^^P/home/user/Documents/myModel/folder/file2.
txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil
e1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28766--28769
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28766--28769
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28766--28769
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[345]

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 346 undefined on input line 28825.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
6 undefined on input line 28830.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
6 undefined on input line 28834.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 346 undefined on input line 28838.


LaTeX Warning: Hyper reference `errors:datarobot.errors.TrainingDataAssignmentE
rror' on page 346 undefined on input line 28842.


Underfull \vbox (badness 2970) detected at line 28890
[346]
Underfull \hbox (badness 10000) in paragraph at lines 28937--28944
[]\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID

Underfull \hbox (badness 5077) in paragraph at lines 28937--28944
\T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ
ment_id^^Q and
[347]
Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
[]\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/
m/n/10 ) ^^U The list of tu-ples, where val-ues in each

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho
uld be

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will
 be

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi
le1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 ^^Pfile1.txt^^Q), (^^P/home/user/Documents/myModel/folder/file2.
txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil
e1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28973--28976
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28973--28976
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28973--28976
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 348 undefined on input line 29034.

[348]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34
9 undefined on input line 29039.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34
9 undefined on input line 29043.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 349 undefined on input line 29047.


LaTeX Warning: Hyper reference `errors:datarobot.errors.TrainingDataAssignmentE
rror' on page 349 undefined on input line 29051.

[349]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
0 undefined on input line 29134.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
0 undefined on input line 29138.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 350 undefined on input line 29179.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
0 undefined on input line 29184.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
0 undefined on input line 29188.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
0 undefined on input line 29219.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
0 undefined on input line 29223.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
0 undefined on input line 29266.

[350]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
1 undefined on input line 29270.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
1 undefined on input line 29301.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
1 undefined on input line 29305.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.list
' on page 351 undefined on input line 29344.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
1 undefined on input line 29349.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
1 undefined on input line 29353.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
1 undefined on input line 29386.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
1 undefined on input line 29390.

[351]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
2 undefined on input line 29533.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
2 undefined on input line 29537.

[352]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
3 undefined on input line 29576.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
3 undefined on input line 29580.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion' on page 353 undefined on input line 29629.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
3 undefined on input line 29634.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
3 undefined on input line 29638.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion' on page 353 undefined on input line 29679.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
3 undefined on input line 29684.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
3 undefined on input line 29688.

[353]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
4 undefined on input line 29734.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
4 undefined on input line 29738.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersionDepen
dencyBuild' on page 354 undefined on input line 29820.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersionDepen
dencyBuild' on page 354 undefined on input line 29860.

[354]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
5 undefined on input line 29885.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
5 undefined on input line 29889.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
5 undefined on input line 29920.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
5 undefined on input line 29924.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
5 undefined on input line 29955.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
5 undefined on input line 29959.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 355 undefined on input line 30016.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 355 undefined on input line 30020.

[355]

LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 356 undefined on input line 30083.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
6 undefined on input line 30088.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
6 undefined on input line 30092.

[356]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
7 undefined on input line 30157.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
7 undefined on input line 30161.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 357 undefined on input line 30195.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
7 undefined on input line 30200.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
7 undefined on input line 30204.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
7 undefined on input line 30231.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
7 undefined on input line 30235.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
7 undefined on input line 30289.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
7 undefined on input line 30293.

[357]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
8 undefined on input line 30324.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
8 undefined on input line 30328.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment.li
st' on page 358 undefined on input line 30358.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
358 undefined on input line 30358.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment.li
st' on page 358 undefined on input line 30382.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 358 undefined on input line 30382.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
8 undefined on input line 30387.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
8 undefined on input line 30391.


Underfull \hbox (badness 10000) in paragraph at lines 30403--30405
[]\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][]
old_user@datarobot.com[][] to
[358]

LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 359 undefined on input line 30535.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 359 undefined on input line 30540.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35
9 undefined on input line 30544.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35
9 undefined on input line 30548.

[359]
Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
[]\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U build sta-tus of

Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
\T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See

Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
\T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36
0 undefined on input line 30593.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36
0 undefined on input line 30597.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 360 undefined on input line 30638.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36
0 undefined on input line 30643.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36
0 undefined on input line 30647.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 360 undefined on input line 30681.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36
0 undefined on input line 30686.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36
0 undefined on input line 30690.

[360]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36
1 undefined on input line 30726.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36
1 undefined on input line 30730.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36
1 undefined on input line 30757.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36
1 undefined on input line 30761.

[361] [362]
Chapter 21.
[363]

LaTeX Warning: Hyper reference `custom-applications:datarobot.CustomApplication
' on page 364 undefined on input line 31133.

[364] [365] [366]
Chapter 22.
[367]

LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl
icationSource' on page 368 undefined on input line 31498.


LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl
icationSource' on page 368 undefined on input line 31527.


LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl
icationSource' on page 368 undefined on input line 31556.

[368] [369]

LaTeX Warning: Hyper reference `custom-applications:datarobot.CustomApplication
' on page 370 undefined on input line 31776.

[370]

LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl
icationSource' on page 371 undefined on input line 31893.

[371] [372]
Chapter 23.

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataDriver.list' on
 page 373 undefined on input line 32023.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataDriver' on page
 373 undefined on input line 32062.

[373]
Underfull \hbox (badness 10000) in paragraph at lines 32110--32113
[]\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver-

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataDriver' on page
 374 undefined on input line 32122.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 37
4 undefined on input line 32126.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 37
4 undefined on input line 32172.

[374]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 37
5 undefined on input line 32210.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.Connector.list' on 
page 375 undefined on input line 32282.

[375]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.Connector' on page 
376 undefined on input line 32321.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.Connector' on page 
376 undefined on input line 32368.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 37
6 undefined on input line 32372.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.Connector' on page 
376 undefined on input line 32412.

[376]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 37
7 undefined on input line 32416.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 37
7 undefined on input line 32450.

[377]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.list' on 
page 378 undefined on input line 32547.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
378 undefined on input line 32593.


Underfull \hbox (badness 10000) in paragraph at lines 32637--32639
[]\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 )
 ^^U Op-tional. The full JDBC URL (for ex-am-ple:

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.list' on 
page 378 undefined on input line 32642.

[378]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
379 undefined on input line 32656.


Underfull \hbox (badness 10000) in paragraph at lines 32705--32707
[]\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 )
 ^^U Op-tional. The full JDBC URL (for ex-am-ple:

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.list' on 
page 379 undefined on input line 32710.

[379]

LaTeX Warning: Hyper reference `errors:datarobot.errors.CredentialsError' on pa
ge 380 undefined on input line 32817.

[380]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
381 undefined on input line 32963.

[381]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.list' on 
page 382 undefined on input line 32987.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 382 undefined on input line 32987.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.list' on 
page 382 undefined on input line 33011.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 382 undefined on input line 33011.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 382 undefined on input line 33028.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 382 undefined on input line 33033.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 382 undefined on input line 33055.


Overfull \vbox (27.92998pt too high) detected at line 33072
[382]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSourceParameter
s' on page 383 undefined on input line 33113.


LaTeX Warning: Hyper reference `reference/admin/sharing:sharing' on page 383 un
defined on input line 33119.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource.list' on
 page 383 undefined on input line 33149.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page
 383 undefined on input line 33188.

[383]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSourceParameter
s' on page 384 undefined on input line 33228.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page
 384 undefined on input line 33238.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSourceParameter
s' on page 384 undefined on input line 33282.

[384]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource.list' on
 page 385 undefined on input line 33387.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
385 undefined on input line 33387.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource.list' on
 page 385 undefined on input line 33411.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
385 undefined on input line 33411.

[385]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 386 undefined on input line 33462.

[386] [387] [388]
Chapter 24.
[389] [390]
Chapter 25.

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport.list' on page 391 undefined on input line 33715
.

[391]

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport' on page 392 undefined on input line 33760.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport' on page 392 undefined on input line 33824.

[392] [393]

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport.list' on page 394 undefined on input line 33971.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport' on page 394 undefined on input line 34016.

[394]

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport' on page 395 undefined on input line 34080.

[395]

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport.list' on page 396 undefined on input line 34200.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport' on page 396 undefined on input line 34245.

[396]
Underfull \hbox (badness 10000) in paragraph at lines 34309--34312
[] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/
m/n/10 ^^U from datarobot.models.deployment

Underfull \hbox (badness 10000) in paragraph at lines 34309--34312
\T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex-
[397]

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.DataQualityExport.list' on page 398 undefined on input line 34492.

[398]
Chapter 26.
[399]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 400 undefined on input line 34643.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 400 undefined on input line 34647.

[400]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 401 undefined on input line 34729.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 401 undefined on input line 34792.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 401 undefined on input line 34796.

[401]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 402 undefined on input line 34867.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 402 undefined on input line 34914.

[402]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 403 undefined on input line 34956.

[403]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 404 undefined on input line 35055.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 404 undefined on input line 35110.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 404 undefined on input line 35139.

[404]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 405 undefined on input line 35168.

[405]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 406 undefined on input line 35330.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.list' on
 page 406 undefined on input line 35412.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
406 undefined on input line 35412.

[406]

LaTeX Warning: Hyper reference `features:datarobot.models.DatasetFeature' on pa
ge 407 undefined on input line 35546.

[407]

LaTeX Warning: Hyper reference `features:datarobot.models.DatasetFeature' on pa
ge 408 undefined on input line 35550.

[408]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 409 
undefined on input line 35764.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 409 
undefined on input line 35805.

[409]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 410 undefined on input line 35869.

[410]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 411 undefined on input line 35932.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 411 undefined on input line 35936.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 411 undefined on input line 35985.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 411 undefined on input line 36031.

[411]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 412 undefined on input line 36105.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 412 undefined on input line 36139.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 412 undefined on input line 36162.

[412] [413]
Underfull \hbox (badness 10000) in paragraph at lines 36385--36392
\T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _
 SOURCE _ GIVEN _

LaTeX Warning: Hyper reference `data-registry:datarobot.DatasetDetails' on page
 414 undefined on input line 36421.

[414]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.list' on page 415 undefined on input line 36575.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.list' on page 415 undefined on input line 36579.

[415]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.list' on page 416 undefined on input line 36640.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 416 undefined on input line 36655.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 41
6 undefined on input line 36659.

[416]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 41
7 undefined on input line 36712.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 417 undefined on input line 36756.

[417]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.list' on page 418 undefined on input line 36830.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 418 undefined on input line 36830.


Overfull \vbox (1.75995pt too high) detected at line 36867
[418]

LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r' on page 419 undefined on input line 36952.

[419]

LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r' on page 420 undefined on input line 37013.

[420] [421]

LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError
' on page 422 undefined on input line 37177.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 422 undefined on input line 37181.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 422 undefined on input line 37186.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 422 undefined on input line 37191.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
422 undefined on input line 37221.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page
 422 undefined on input line 37222.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 422 undefined on input line 37223.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 422 
undefined on input line 37224.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 422 un
defined on input line 37225.


LaTeX Warning: Hyper reference `reference/admin/sharing:sharing' on page 422 un
defined on input line 37240.

[422] [423] [424]
Chapter 27.

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingDia
lect' on page 425 undefined on input line 37352.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeType' on p
age 425 undefined on input line 37356.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.JDBCTabl
eDataSourceInput' on page 425 undefined on input line 37361.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 425 undefined on input line 37362.

[425]
Overfull \vbox (18.5899pt too high) detected at line 37492
[426]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeType' on p
age 427 undefined on input line 37521.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.JDBCTabl
eDataSourceInput' on page 427 undefined on input line 37525.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 427 undefined on input line 37525.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.WranglingOperation' on page 427 undefined on input line 37530.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeSe
ttings' on page 427 undefined on input line 37534.

[427] [428]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipePr
eview' on page 429 undefined on input line 37673.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 429 undefined on input line 37720.

[429]

LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 430 undefined on input line 37741.


Underfull \hbox (badness 10000) in paragraph at lines 37752--37755
[]\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1
0 ]) ^^U

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 430 undefi
ned on input line 37762.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 430 undefi
ned on input line 37762.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 430 undefi
ned on input line 37763.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 430 undefined on input line 37773.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 430 undefined on input line 37804.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.DownsamplingOperation' on page 430 undefined on input line 37813.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 430 undefined on input line 37823.

[430]
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd)

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 431 undefined on input line 37844.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.g
et_preview' on page 431 undefined on input line 37867.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.g
et_preview' on page 431 undefined on input line 37895.

[431]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 432 undefined on input line 37955.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.JDBCTabl
eDataSourceInput' on page 432 undefined on input line 37964.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 432 undefined on input line 37964.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 432 undefined on input line 37974.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 432 undefined on input line 38007.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 432 undefined on input line 38027.

[432]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.WranglingOperation' on page 433 undefined on input line 38036.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 433 undefined on input line 38046.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 433 undefined on input line 38076.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 433 undefined on input line 38095.

[433]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 434 undefined on input line 38130.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 434 undefined on input line 38138.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 434 undefined on input line 38163.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeSe
ttings' on page 434 undefined on input line 38173.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 434 undefined on input line 38183.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.u
pdate' on page 434 undefined on input line 38204.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingDia
lect' on page 434 undefined on input line 38232.

[434]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeType' on p
age 435 undefined on input line 38240.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.g
et' on page 435 undefined on input line 38290.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 435 undefined on input line 38321.

[435]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.l
ist' on page 436 undefined on input line 38349.

[436]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.g
enerate_sql_for_operations' on page 437 undefined on input line 38416.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.WranglingOperation' on page 437 undefined on input line 38445.

[437]

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 438 undefi
ned on input line 38501.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
438 undefined on input line 38505.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingDat
aSourceTypes' on page 438 undefined on input line 38509.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingDia
lect' on page 438 undefined on input line 38513.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.DataSour
ceInput' on page 438 undefined on input line 38517.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeType' on p
age 438 undefined on input line 38524.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 438 undefined on input line 38534.

[438]

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 439 undefi
ned on input line 38593.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 439 undefined on input line 38597.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingDia
lect' on page 439 undefined on input line 38601.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.DatasetI
nput' on page 439 undefined on input line 38605.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeType' on p
age 439 undefined on input line 38616.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingSna
pshotPolicy' on page 439 undefined on input line 38620.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.SamplingOperation' on page 439 undefined on input line 38624.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 439 undefined on input line 38635.

[439] [440]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeInputType'
 on page 441 undefined on input line 38826.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingSna
pshotPolicy' on page 441 undefined on input line 38838.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.SamplingOperation' on page 441 undefined on input line 38842.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 441 undefined on input line 38869.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 441 undefined on input line 38870.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 441 undefined on input line 38895.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 441 undefined on input line 38896.

[441]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 442 undefined on input line 38901.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingSna
pshotPolicy' on page 442 undefined on input line 38905.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.SamplingOperation' on page 442 undefined on input line 38909.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 442 undefined on input line 38924.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.RecipeInputType'
 on page 442 undefined on input line 38947.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.SamplingOperation' on page 442 undefined on input line 38963.

[442]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.f
rom_dataset' on page 443 undefined on input line 39081.

[443] [444]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DatetimeSampling
Strategy' on page 445 undefined on input line 39252.

[445]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.SmartDownsamplin
gMethod' on page 446 undefined on input line 39414.

[446]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.CategoricalStats
Methods' on page 447 undefined on input line 39528.


Underfull \hbox (badness 10000) in paragraph at lines 39527--39530
[]\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [
\T1/txtt/m/sl/10 CategoricalStatsMethods\T1/qtm/m/n/10 ]) ^^U List of meth-

Underfull \hbox (badness 10000) in paragraph at lines 39527--39530
\T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports

[447]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.NumericStatsMeth
ods' on page 448 undefined on input line 39595.

[448]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.TaskPlanElement' on page 449 undefined on input line 39669.

[449] [450]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.FilterCondition' on page 451 undefined on input line 39825.


Underfull \vbox (badness 10000) detected at line 39883

Overfull \vbox (27.2299pt too high) detected at line 39883
[451]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.FindAndReplaceMa
tchMode' on page 452 undefined on input line 39967.

[452]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.AggregateFeature' on page 453 undefined on input line 40034.

[453]
Underfull \vbox (badness 10000) detected at line 40141

Overfull \vbox (33.2399pt too high) detected at line 40141
[454]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.JoinOperation' on page 455 undefined on input line 40153.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 455 undefined on input line 40159.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.JoinOperation' on page 455 undefined on input line 40183.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.JoinOperation' on page 455 undefined on input line 40200.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.JoinOperation' on page 455 undefined on input line 40230.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.BaseTimeAwareTask' on page 455 undefined on input line 40260.

[455]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.CategoricalStats
Methods' on page 456 undefined on input line 40295.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.NumericStatsMeth
ods' on page 456 undefined on input line 40321.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.FilterOperation' on page 456 undefined on input line 40387.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.FilterOperationF
unctions' on page 456 undefined on input line 40396.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.FilterCondition' on page 456 undefined on input line 40409.

[456]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.AggregationOperation' on page 457 undefined on input line 40448.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.AggregateFeature' on page 457 undefined on input line 40468.

[457] [458]
Chapter 28.

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 459 undefined on input line 40652.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 459 undefined on input line 40653.

[459]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 460 undefined on input line 40814.

[460]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 461 undefined on input line 40866.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 461 undefined on input line 40903.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 461 undefined on input line 40934.

[461]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 462 undefined on input line 41064.

[462]
Underfull \vbox (badness 10000) detected at line 41243

Overfull \vbox (24.0pt too high) detected at line 41243
[463]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 464 undefined on input line 41273.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 464 undefined on input line 41304.


Overfull \vbox (0.89993pt too high) detected at line 41324
[464]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 465 undefined on input line 41362.

[465]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 466 undefined on input line 41423.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 466 undefined on input line 41463.

[466]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 467 undefined on input line 41519.


Underfull \hbox (badness 10000) in paragraph at lines 41558--41560
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 46
7 undefined on input line 41580.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v
alidate' on page 467 undefined on input line 41623.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' 
on page 467 undefined on input line 41624.

[467]
Underfull \hbox (badness 10000) in paragraph at lines 41710--41713
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 468 undefined on input line 41757.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 468 undefined on input line 41760.

[468]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 469 undefined on input line 41780.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 46
9 undefined on input line 41784.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffectMetadata
' on page 469 undefined on input line 41830.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 469 undefined on input line 41861.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 469 undefined on input line 41864.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 469 undefined on input line 41884.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 46
9 undefined on input line 41888.

[469]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 470 undefined on input line 41930.


Underfull \hbox (badness 10000) in paragraph at lines 41961--41964
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 470 undefined on input line 41998.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
0 undefined on input line 42003.

[470]
Underfull \hbox (badness 10000) in paragraph at lines 42087--42089
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 471 undefined on input line 42105.


LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.LabelwiseRo
cCurve' on page 471 undefined on input line 42105.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
1 undefined on input line 42109.

[471]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
2 undefined on input line 42161.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.ModelBlueprintChart
' on page 472 undefined on input line 42220.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 472 undefined on input line 42245.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 472 undefined on input line 42245.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 472 undefined on input line 42293.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 472 undefined on input line 42303.

[472]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
3 undefined on input line 42307.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 473 undefined on input line 42356.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
3 undefined on input line 42360.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 473 undefined on input line 42402.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
3 undefined on input line 42406.

[473]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 474 undefined on input line 42476.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 474 undefined on input line 42506.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 474 undefined on input line 42545.

[474]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 475 undefined on input line 42560.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 475 undefined on input line 42590.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 475 undefined on input line 42597.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 475 undefined on input line 42602.


Underfull \hbox (badness 10000) in paragraph at lines 42702--42705
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[475]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
6 undefined on input line 42732.


Underfull \hbox (badness 10000) in paragraph at lines 42761--42765
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 47
6 undefined on input line 42792.

[476]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 477 undefined on input line 42831.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Ruleset' on p
age 477 undefined on input line 42831.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 477 undefined on input line 42970.

[477]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 478 undefined on input line 43041.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 478 undefined on input line 43059.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel'
 on page 478 undefined on input line 43059.

[478]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 479 undefine
d on input line 43116.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 479 undefine
d on input line 43216.


Underfull \hbox (badness 10000) in paragraph at lines 43236--43239
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[479]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 480 undefined on input line 43266.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 480 undefine
d on input line 43289.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 480 undefined on input line 43293.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effects_multiclass' on page 480 undefined on input line 43313.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.list' o
n page 480 undefined on input line 43327.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 480 undefine
d on input line 43338.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 480 undefined on input line 43358.

[480]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 481 undefine
d on input line 43386.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 481 undefined on input line 43390.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 481 undefined on input line 43429.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 481 undefined on input line 43430.


Underfull \hbox (badness 10000) in paragraph at lines 43427--43432
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 43427--43432
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time
[481]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 482 undefined on input line 43481.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 482 undefined on input line 43531.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 482 undefined on input line 43567.

[482]

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 483 undefined on input line 43597.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 483 undefined on input line 43623.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 483 undefined on input line 43642.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 483 undefined on input line 43648.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 483 undefined on input line 43657.

[483]
Underfull \hbox (badness 10000) in paragraph at lines 43683--43686
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 43688--43694
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 484 undefined on input line 43711.


Underfull \hbox (badness 10000) in paragraph at lines 43732--43734
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 484 undefined on input line 43747.


Underfull \hbox (badness 10000) in paragraph at lines 43768--43770
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 484 undefined on input line 43783.

[484]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 485 undefine
d on input line 43864.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 485 undefined on input line 43912.

[485]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 486 undefined on input line 44041.

[486]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.train_datetime' on page 487 undefined on input line 44079.


Underfull \hbox (badness 10000) in paragraph at lines 44094--44103
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[487]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 488 undefined on input line 44165.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 488 undefined on input line 44166.


Underfull \hbox (badness 10000) in paragraph at lines 44163--44168
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 44163--44168
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 44176--44179
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[488]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 489 undefined on input line 44238.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 489 undefined on input line 44294.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 489 undefined on input line 44364.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 489 undefined on input line 44365.

[489]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Ruleset' on p
age 490 undefined on input line 44438.

[490]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel' o
n page 491 undefined on input line 44512.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 491 undefine
d on input line 44542.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 491 undefined on input line 44590.

[491]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 492 undefined on input line 44627.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 492 undefined on input line 44658.

[492] [493]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 494 undefined on input line 44967.

[494]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 495 undefined on input line 44998.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 495 undefined on input line 45056.

[495]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 496 undefined on input line 45117.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 496 undefined on input line 45157.

[496]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 497 undefined on input line 45213.


Underfull \hbox (badness 10000) in paragraph at lines 45252--45254
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[497]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 49
8 undefined on input line 45274.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v
alidate' on page 498 undefined on input line 45317.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' 
on page 498 undefined on input line 45318.


Underfull \hbox (badness 10000) in paragraph at lines 45404--45407
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[498]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 499 undefined on input line 45451.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 499 undefined on input line 45454.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 499 undefined on input line 45474.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 49
9 undefined on input line 45478.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffectMetadata
' on page 499 undefined on input line 45524.

[499]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 500 undefined on input line 45555.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 500 undefined on input line 45558.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 500 undefined on input line 45578.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
0 undefined on input line 45582.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 500 undefined on input line 45624.


Underfull \hbox (badness 10000) in paragraph at lines 45655--45658
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[500]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 501 undefined on input line 45692.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
1 undefined on input line 45697.


Underfull \hbox (badness 10000) in paragraph at lines 45781--45783
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 501 undefined on input line 45799.


LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.LabelwiseRo
cCurve' on page 501 undefined on input line 45799.

[501]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
2 undefined on input line 45803.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
2 undefined on input line 45855.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.ModelBlueprintChart
' on page 502 undefined on input line 45914.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 502 undefined on input line 45939.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 502 undefined on input line 45939.

[502]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 503 undefined on input line 45987.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 503 undefined on input line 45997.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
3 undefined on input line 46001.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 503 undefined on input line 46050.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
3 undefined on input line 46054.

[503]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 504 undefined on input line 46096.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
4 undefined on input line 46100.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 504 undefined on input line 46170.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 504 undefined on input line 46200.

[504]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 505 undefined on input line 46239.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 505 undefined on input line 46254.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 505 undefined on input line 46284.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 505 undefined on input line 46291.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 505 undefined on input line 46296.

[505]
Underfull \hbox (badness 10000) in paragraph at lines 46396--46399
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
6 undefined on input line 46426.


Underfull \hbox (badness 10000) in paragraph at lines 46455--46459
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[506]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 50
7 undefined on input line 46486.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 507 undefined on input line 46525.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Ruleset' on p
age 507 undefined on input line 46525.

[507]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 508 undefined on input line 46664.

[508]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 509 undefined on input line 46735.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 509 undefined on input line 46753.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel'
 on page 509 undefined on input line 46753.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 509 undefine
d on input line 46880.

[509]
Underfull \hbox (badness 10000) in paragraph at lines 46900--46903
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 510 undefined on input line 46930.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 510 undefine
d on input line 46953.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 510 undefined on input line 46957.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effects_multiclass' on page 510 undefined on input line 46977.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel.li
st' on page 510 undefined on input line 46991.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 510 undefine
d on input line 47002.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 510 undefined on input line 47022.

[510]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 511 undefine
d on input line 47050.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 511 undefined on input line 47054.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 511 undefined on input line 47090.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 511 undefined on input line 47120.

[511]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 512 undefined on input line 47146.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 512 undefined on input line 47165.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 512 undefined on input line 47171.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 512 undefined on input line 47180.


Underfull \hbox (badness 10000) in paragraph at lines 47206--47209
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 47211--47217
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the
[512]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 513 undefined on input line 47234.


Underfull \hbox (badness 10000) in paragraph at lines 47255--47257
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 513 undefined on input line 47270.


Underfull \hbox (badness 10000) in paragraph at lines 47291--47293
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 513 undefined on input line 47306.

[513]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 514 undefine
d on input line 47387.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 514 undefined on input line 47435.

[514]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 515 undefined on input line 47564.

[515]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 516 undefined on input line 47620.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 516 undefined on input line 47744.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 516 undefined on input line 47745.

[516] [517]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel'
 on page 518 undefined on input line 47900.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 518 undefined on input line 47948.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 518 undefined on input line 47985.

[518]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 519 undefined on input line 48016.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 519 undefined on input line 48146.

[519] [520]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 521 undefined on input line 48355.

[521]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 522 undefined on input line 48386.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 522 undefined on input line 48444.

[522]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 523 undefined on input line 48505.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 523 undefined on input line 48545.

[523]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 524 undefined on input line 48601.


Underfull \hbox (badness 10000) in paragraph at lines 48640--48642
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[524]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 52
5 undefined on input line 48662.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v
alidate' on page 525 undefined on input line 48705.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' 
on page 525 undefined on input line 48706.

[525]
Underfull \hbox (badness 10000) in paragraph at lines 48792--48795
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 526 undefined on input line 48839.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 526 undefined on input line 48842.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 526 undefined on input line 48862.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 52
6 undefined on input line 48866.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffectMetadata
' on page 526 undefined on input line 48912.

[526]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 527 undefined on input line 48943.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 527 undefined on input line 48946.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 527 undefined on input line 48966.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 52
7 undefined on input line 48970.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 527 undefined on input line 49012.

[527]
Underfull \hbox (badness 10000) in paragraph at lines 49043--49046
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 528 undefined on input line 49080.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 52
8 undefined on input line 49085.


Underfull \hbox (badness 10000) in paragraph at lines 49169--49171
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[528]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 529 undefined on input line 49187.


LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.LabelwiseRo
cCurve' on page 529 undefined on input line 49187.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 52
9 undefined on input line 49191.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 52
9 undefined on input line 49243.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.ModelBlueprintChart
' on page 529 undefined on input line 49302.

[529]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 530 undefined on input line 49327.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 530 undefined on input line 49327.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 530 undefined on input line 49375.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 530 undefined on input line 49385.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 53
0 undefined on input line 49389.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 530 undefined on input line 49438.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 53
0 undefined on input line 49442.

[530]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 531 undefined on input line 49484.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 53
1 undefined on input line 49488.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 531 undefined on input line 49558.

[531]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 532 undefined on input line 49588.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 532 undefined on input line 49627.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 532 undefined on input line 49642.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 532 undefined on input line 49672.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 532 undefined on input line 49679.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 532 undefined on input line 49684.

[532]
Underfull \hbox (badness 10000) in paragraph at lines 49784--49787
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 53
3 undefined on input line 49814.


Underfull \hbox (badness 10000) in paragraph at lines 49843--49847
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[533]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 53
4 undefined on input line 49874.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 534 undefined on input line 49913.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Ruleset' on p
age 534 undefined on input line 49913.

[534]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 535 undefined on input line 50052.

[535]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 536 undefined on input line 50123.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 536 undefined on input line 50141.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel'
 on page 536 undefined on input line 50141.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 536 undefine
d on input line 50198.

[536]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 537 undefine
d on input line 50298.


Underfull \hbox (badness 10000) in paragraph at lines 50318--50321
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 537 undefined on input line 50348.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 537 undefine
d on input line 50371.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 537 undefined on input line 50375.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effects_multiclass' on page 537 undefined on input line 50395.

[537]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel.
list' on page 538 undefined on input line 50409.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 538 undefine
d on input line 50420.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 538 undefined on input line 50440.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 538 undefine
d on input line 50468.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 538 undefined on input line 50472.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 538 undefined on input line 50511.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 538 undefined on input line 50512.


Underfull \hbox (badness 10000) in paragraph at lines 50509--50514
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 50509--50514
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time
[538]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 539 undefined on input line 50563.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 539 undefined on input line 50613.

[539]

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 540 undefined on input line 50649.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 540 undefined on input line 50679.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 540 undefined on input line 50705.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 540 undefined on input line 50724.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 540 undefined on input line 50730.

[540]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 541 undefined on input line 50739.


Underfull \hbox (badness 10000) in paragraph at lines 50765--50768
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 50770--50776
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 541 undefined on input line 50793.


Underfull \hbox (badness 10000) in paragraph at lines 50814--50816
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[541]

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 542 undefined on input line 50829.


Underfull \hbox (badness 10000) in paragraph at lines 50850--50852
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 542 undefined on input line 50865.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 542 undefine
d on input line 50946.

[542]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 543 undefined on input line 50994.

[543]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 544 undefined on input line 51123.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.train_datetime' on page 544 undefined on input line 51161.


Underfull \hbox (badness 10000) in paragraph at lines 51176--51185
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[544]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 545 undefined on input line 51247.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 545 undefined on input line 51248.


Underfull \hbox (badness 10000) in paragraph at lines 51245--51250
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 51245--51250
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 51258--51261
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[545]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 546 undefined on input line 51320.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 546 undefined on input line 51376.

[546]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 547 undefined on input line 51426.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 547 undefined on input line 51427.


Underfull \hbox (badness 5217) in paragraph at lines 51488--51491
[]\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/
m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t
he way train-ing
[547]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 548 undefined on input line 51522.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 548 undefined on input line 51582.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 548 undefined on input line 51591.

[548]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 549 undefined on input line 51598.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 549 undefined on input line 51606.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 549 undefined on input line 51614.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 549 undefined on input line 51679.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 549 undefine
d on input line 51708.

[549]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 550 undefine
d on input line 51801.

[550]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 55
1 undefined on input line 51970.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 551 undefine
d on input line 52001.

[551]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 552 undefined on input line 52023.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 552 undefined on input line 52024.


Underfull \hbox (badness 10000) in paragraph at lines 52021--52026
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 52021--52026
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 552 undefined on input line 52087.

[552]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffectMetadata
Datetime' on page 553 undefined on input line 52153.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect' on page 553 undefined on input line 52173.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect_metadata' on page 553 undefined on input line 52177.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 553 undefine
d on input line 52191.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 553 undefined on input line 52195.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 553 undefined on input line 52226.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect_metadata' on page 553 undefined on input line 52229.

[553]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 554 undefined on input line 52251.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 55
4 undefined on input line 52255.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect_metadata' on page 554 undefined on input line 52275.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 554 undefined on input line 52301.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effects_multiclass' on page 554 undefined on input line 52321.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 554 undefined on input line 52339.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 554 undefine
d on input line 52350.

[554]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 555 undefined on input line 52381.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 555 undefined on input line 52384.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 555 undefined on input line 52408.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 55
5 undefined on input line 52412.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 555 undefined on input line 52455.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 555 undefined on input line 52469.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:prediction-
intervals' on page 555 undefined on input line 52494.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 555 undefine
d on input line 52498.

[555]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 556 undefine
d on input line 52502.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 556 undefine
d on input line 52592.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 556 undefine
d on input line 52596.

[556]

LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
AccuracyOverTimePlotsMetadata' on page 557 undefined on input line 52646.


LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
AccuracyOverTimePlot' on page 557 undefined on input line 52727.

[557]

LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
AccuracyOverTimePlotPreview' on page 558 undefined on input line 52799.

[558]

LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
ForecastVsActualPlotsMetadata' on page 559 undefined on input line 52841.


LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
ForecastVsActualPlot' on page 559 undefined on input line 52926.

[559]

LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
ForecastVsActualPlotPreview' on page 560 undefined on input line 53005.

[560]

LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
AnomalyOverTimePlotsMetadata' on page 561 undefined on input line 53047.

[561]

LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
AnomalyOverTimePlot' on page 562 undefined on input line 53122.


LaTeX Warning: Hyper reference `insights:datarobot.models.datetime_trend_plots.
AnomalyOverTimePlotPreview' on page 562 undefined on input line 53192.

[562]

LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord' on page 563 undefined on input line 53317.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 563 undefined on input line 53322.

[563]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 564 undefined on input line 53364.


Underfull \hbox (badness 10000) in paragraph at lines 53400--53403
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 564 undefined on input line 53437.

[564]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 56
5 undefined on input line 53441.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 565 undefined on input line 53461.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 565 undefine
d on input line 53495.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 565 undefined on input line 53499.

[565]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 566 undefined on input line 53548.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 566 undefined on input line 53553.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 566 undefined on input line 53598.

[566]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 56
7 undefined on input line 53657.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 567 undefined on input line 53708.

[567]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 56
8 undefined on input line 53767.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 568 undefined on input line 53825.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 568 undefined on input line 53862.

[568] [569] [570]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 571 undefined on input line 54171.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 571 undefined on input line 54202.

[571]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 572 undefined on input line 54260.

[572]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 573 undefined on input line 54321.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 573 undefined on input line 54361.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 573 undefined on input line 54417.

[573]
Underfull \hbox (badness 10000) in paragraph at lines 54456--54458
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 57
4 undefined on input line 54478.

[574]
Underfull \hbox (badness 10000) in paragraph at lines 54556--54559
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of

Underfull \hbox (badness 10000) in paragraph at lines 54650--54652
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 575 undefined on input line 54668.


LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.LabelwiseRo
cCurve' on page 575 undefined on input line 54668.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 57
5 undefined on input line 54672.

[575]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.ModelBlueprintChart
' on page 576 undefined on input line 54725.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 576 undefined on input line 54750.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 576 undefined on input line 54750.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 576 undefined on input line 54798.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 576 undefined on input line 54808.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 57
6 undefined on input line 54812.

[576]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 577 undefined on input line 54861.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 57
7 undefined on input line 54865.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 577 undefined on input line 54907.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 57
7 undefined on input line 54911.

[577]
Underfull \hbox (badness 10000) in paragraph at lines 55061--55064
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 57
8 undefined on input line 55091.

[578]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 579 undefined on input line 55126.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Ruleset' on p
age 579 undefined on input line 55126.

[579]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 580 undefined on input line 55265.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 580 undefined on input line 55336.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.list' on page 580 undefined on input line 55354.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel'
 on page 580 undefined on input line 55354.

[580]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 581 undefine
d on input line 55411.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 581 undefine
d on input line 55511.

[581]
Underfull \hbox (badness 10000) in paragraph at lines 55531--55534
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 582 undefined on input line 55580.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 582 undefined on input line 55581.


Underfull \hbox (badness 10000) in paragraph at lines 55578--55583
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 55578--55583
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time
[582]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 583 undefined on input line 55632.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 583 undefined on input line 55662.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 583 undefined on input line 55688.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 583 undefined on input line 55707.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 583 undefined on input line 55713.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 583 undefined on input line 55722.

[583]
Underfull \hbox (badness 10000) in paragraph at lines 55748--55751
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 55753--55759
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 584 undefined on input line 55776.


Underfull \hbox (badness 10000) in paragraph at lines 55797--55799
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 584 undefined on input line 55812.

[584]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 585 undefined on input line 55941.

[585]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 586 undefined on input line 55966.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 586 undefined on input line 55967.


Underfull \hbox (badness 10000) in paragraph at lines 55964--55969
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 55964--55969
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 55977--55980
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 586 undefined on input line 56039.

[586]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 587 undefined on input line 56095.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 587 undefined on input line 56145.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 587 undefined on input line 56146.

[587]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.FrozenModel' 
on page 588 undefined on input line 56294.

[588]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 589 undefined on input line 56319.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 589 undefined on input line 56320.

[589]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del' on page 590 undefined on input line 56473.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 590 undefine
d on input line 56510.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 59
0 undefined on input line 56515.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 590 undefined on input line 56519.

[590]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 591 undefined on input line 56570.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 591 undefined on input line 56607.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 591 undefined on input line 56638.

[591]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 592 undefined on input line 56768.

[592] [593]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 594 undefined on input line 56977.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 594 undefined on input line 57008.

[594]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 595 undefined on input line 57066.

[595]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 596 undefined on input line 57127.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 596 undefined on input line 57167.

[596]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 597 undefined on input line 57223.


Underfull \hbox (badness 10000) in paragraph at lines 57262--57264
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 59
7 undefined on input line 57284.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v
alidate' on page 597 undefined on input line 57327.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' 
on page 597 undefined on input line 57328.

[597]
Underfull \hbox (badness 10000) in paragraph at lines 57414--57417
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 598 undefined on input line 57461.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 598 undefined on input line 57464.

[598]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 599 undefined on input line 57484.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 59
9 undefined on input line 57488.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffectMetadata
' on page 599 undefined on input line 57534.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 599 undefined on input line 57565.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 599 undefined on input line 57568.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 599 undefined on input line 57588.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 59
9 undefined on input line 57592.

[599]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 600 undefined on input line 57634.


Underfull \hbox (badness 10000) in paragraph at lines 57665--57668
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 600 undefined on input line 57702.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
0 undefined on input line 57707.

[600]
Underfull \hbox (badness 10000) in paragraph at lines 57791--57793
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 601 undefined on input line 57809.


LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.LabelwiseRo
cCurve' on page 601 undefined on input line 57809.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
1 undefined on input line 57813.

[601]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
2 undefined on input line 57865.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.ModelBlueprintChart
' on page 602 undefined on input line 57924.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 602 undefined on input line 57949.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume
nt' on page 602 undefined on input line 57949.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 602 undefined on input line 57997.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 602 undefined on input line 58007.

[602]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
3 undefined on input line 58011.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 603 undefined on input line 58060.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
3 undefined on input line 58064.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 603 undefined on input line 58106.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
3 undefined on input line 58110.

[603]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 604 undefined on input line 58180.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureEffects' on pa
ge 604 undefined on input line 58210.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 604 undefined on input line 58249.

[604]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 605 undefined on input line 58264.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 605 undefined on input line 58294.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 605 undefined on input line 58301.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 605 undefined on input line 58306.


Underfull \hbox (badness 10000) in paragraph at lines 58406--58409
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[605]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
6 undefined on input line 58436.


Underfull \hbox (badness 10000) in paragraph at lines 58465--58469
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 60
6 undefined on input line 58496.

[606]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 607 undefined on input line 58535.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Ruleset' on p
age 607 undefined on input line 58535.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 607 undefined on input line 58674.

[607]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 608 undefined on input line 58745.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 608 undefined on input line 58763.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel'
 on page 608 undefined on input line 58763.

[608]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 609 undefine
d on input line 58820.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 609 undefine
d on input line 58920.


Underfull \hbox (badness 10000) in paragraph at lines 58940--58943
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[609]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 610 undefined on input line 58970.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 610 undefine
d on input line 58993.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 610 undefined on input line 58997.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effects_multiclass' on page 610 undefined on input line 59017.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del.list' on page 610 undefined on input line 59031.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 610 undefine
d on input line 59042.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 610 undefined on input line 59062.

[610]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 611 undefine
d on input line 59090.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 611 undefined on input line 59094.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 611 undefined on input line 59133.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 611 undefined on input line 59134.


Underfull \hbox (badness 10000) in paragraph at lines 59131--59136
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 59131--59136
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time
[611]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 612 undefined on input line 59185.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 612 undefined on input line 59235.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 612 undefined on input line 59271.

[612]

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 613 undefined on input line 59301.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 613 undefined on input line 59327.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 613 undefined on input line 59346.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 613 undefined on input line 59352.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 613 undefined on input line 59361.

[613]
Underfull \hbox (badness 10000) in paragraph at lines 59387--59390
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 59392--59398
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 614 undefined on input line 59415.


Underfull \hbox (badness 10000) in paragraph at lines 59436--59438
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 614 undefined on input line 59451.


Underfull \hbox (badness 10000) in paragraph at lines 59472--59474
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 614 undefined on input line 59487.

[614]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 615 undefine
d on input line 59568.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 615 undefined on input line 59616.

[615]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 616 undefined on input line 59745.

[616]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.train_datetime' on page 617 undefined on input line 59783.


Underfull \hbox (badness 10000) in paragraph at lines 59798--59807
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[617]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 618 undefined on input line 59869.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 618 undefined on input line 59870.


Underfull \hbox (badness 10000) in paragraph at lines 59867--59872
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 59867--59872
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 59880--59883
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[618]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 619 undefined on input line 59942.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 619 undefined on input line 59998.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 619 undefined on input line 60044.

[619]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 62
0 undefined on input line 60083.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 620 undefined on input line 60088.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 620 undefined on input line 60092.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 620 undefined on input line 60096.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.cluster_insig
ht.ClusterInsight' on page 620 undefined on input line 1.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.cluster.Clust
er' on page 620 undefined on input line 1.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 62
0 undefined on input line 60175.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 62
0 undefined on input line 60212.

[620]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 62
1 undefined on input line 60322.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.cluster.Clust
er' on page 621 undefined on input line 60368.

[621]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 62
2 undefined on input line 60447.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 622 undefined on input line 60452.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 622 undefined on input line 60456.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 622 undefined on input line 60460.

[622]

LaTeX Warning: Hyper reference `projects:segmented-modeling-api' on page 623 un
defined on input line 60625.

[623]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model.Advance
dTuningParamsType' on page 624 undefined on input line 60788.


Underfull \hbox (badness 10000) in paragraph at lines 60794--60796
[]\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/
10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on
[624]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 625 undefined on input line 60831.


Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
[]\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith
m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap-

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if
 the search

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith
m to use.

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and
 al-go-rithm:

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G
rid-Search-SearchType.SMART |

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S
earch-
[625]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation' on page 626 undefined on input line 60973.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation' on page 626 undefined on input line 61002.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation' on page 626 undefined on input line 61024.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation' on page 626 undefined on input line 61038.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 626 undefined on input line 61063.

[626]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncModelCreationError
' on page 627 undefined on input line 61166.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 627 undefined on input line 61170.

[627]

LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 
628 undefined on input line 61228.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 628 undefine
d on input line 61248.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 628 undefined on input line 61256.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 628 undefined on input line 61297.


LaTeX Warning: Hyper reference `errors:datarobot.errors.PendingJobFinished' on 
page 628 undefined on input line 61302.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 628 undefined on input line 61307.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 628 undefined on input line 61345.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 628 undefined on input line 61350.

[628]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 629 undefined on input line 61354.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 629 undefined on input line 61458.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 629 undefined on input line 61462.

[629]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 630 undefined on input line 61502.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 630 undefined on input line 61506.

[630]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
Job' on page 631 undefined on input line 61672.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
1 undefined on input line 61677.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
1 undefined on input line 61681.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
1 undefined on input line 61716.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
1 undefined on input line 61720.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
Job' on page 631 undefined on input line 61754.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
1 undefined on input line 61759.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
1 undefined on input line 61763.

[631]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
2 undefined on input line 61842.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
2 undefined on input line 61846.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
2 undefined on input line 61877.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
2 undefined on input line 61881.

[632]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
3 undefined on input line 61912.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
3 undefined on input line 61916.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
Job' on page 633 undefined on input line 61966.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
3 undefined on input line 61971.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
3 undefined on input line 61975.

[633]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job_
run.JobRunStatus' on page 634 undefined on input line 62089.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
4 undefined on input line 62143.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
4 undefined on input line 62147.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
4 undefined on input line 62190.

[634]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
5 undefined on input line 62194.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
5 undefined on input line 62240.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
5 undefined on input line 62244.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
5 undefined on input line 62275.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
5 undefined on input line 62279.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
5 undefined on input line 62310.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
5 undefined on input line 62314.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
5 undefined on input line 62345.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
5 undefined on input line 62349.

[635]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
6 undefined on input line 62380.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
6 undefined on input line 62384.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 63
6 undefined on input line 62415.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 63
6 undefined on input line 62419.

[636]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
JobSchedule' on page 637 undefined on input line 62531.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
JobSchedule' on page 637 undefined on input line 62583.

[637]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.missing_repor
t.MissingValuesReport' on page 638 undefined on input line 62686.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el' on page 638 undefined on input line 62776.

[638] [639]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el' on page 640 undefined on input line 62924.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 640 undefined on input line 62960.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 640 undefined on input line 62981.

[640]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion' on page 641 undefined on input line 63030.

[641]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 642 undefined on input line 63232.

[642] [643]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion' on page 644 undefined on input line 63355.


Underfull \hbox (badness 10000) in paragraph at lines 63424--63426
[]\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion' on page 644 undefined on input line 63435.

[644]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion' on page 645 undefined on input line 63499.

[645] [646]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 647 undefine
d on input line 63829.

[647] [648]
Chapter 29.
[649] [650]
Chapter 30.

Underfull \hbox (badness 10000) in paragraph at lines 63892--63896
[]\T1/qtm/m/n/10 datarobot-key \T1/txtt/m/n/10 str \T1/qtm/m/n/10 Cor-re-sponds
 the to the \T1/txtt/m/n/10 PredictionServer \T1/qtm/m/n/10 ^^Psnake_cased^^Q

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 651 undefined on input line 63918.

[651]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 652 undefined on input line 64018.

[652]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 653 undefined on input line 64095.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 653 undefined on input line 64164.

[653]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 654 undefined on input line 64232.

[654]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.DeploymentListFilters' on page 655 undefined on input line 64307.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 655 undefined on input line 64326.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 655 undefined on input line 64380.

[655]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 656 undefined on input line 64413.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 656 undefined on input line 64431.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 656 undefined on input line 64436.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 656 undefined on input line 64441.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 656 undefined on input line 64455.

[656]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.validate_replacement_model' on page 657 undefined on input line 64611.

[657]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.validate_replacement_model' on page 658 undefined on input line 64688.

[658]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.replace_model' on page 659 undefined on input line 64783.


Overfull \vbox (0.61996pt too high) detected at line 64845
[659]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 660 undefined on input line 64853.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 660 undefined on input line 64889.

[660]

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 661 undefined on input line 65006.

[661] [662] [663] [664] [665]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_data_collection_settings' on page 666 undefined on input 
line 65589.


Underfull \hbox (badness 10000) in paragraph at lines 65586--65590
\T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy-
ment.

Underfull \hbox (badness 10000) in paragraph at lines 65586--65590
\T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting
s, see

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_data_collection_settings' on page 666 undefined on input 
line 65606.

[666]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 667 undefined on input line 65817.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 667 undefined on input line 65821.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 667 undefined on input line 65825.

[667]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.deployment.HealthSettings' on page 668 undefined on input line 65914.

[668] [669] [670] [671] [672]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 673 undefined on input line 66545.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 673 undefined on input line 66591.

[673] [674] [675]
Underfull \hbox (badness 10000) in paragraph at lines 66918--66920
[]\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T
S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1
/txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt
/m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 66953--66955
\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr
olWithUsernameValidator\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 66953--66955
\T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/
10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc-
[676] [677] [678]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 679 undefined on input line 67240.

[679] [680] [681] [682] [683] [684]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.ServiceStats' on page 685 undefined on input line 67984.

[685]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.ServiceStatsOverTime' on page 686 undefined on input line 68081.

[686]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.TargetDrift' on page 687 undefined on input line 68209.

[687]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.PredictionsOverTime' on page 688 undefined on input line 68438.

[688]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.Accuracy' on page 689 undefined on input line 68536.

[689]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.AccuracyOverTime' on page 690 undefined on input line 68717.

[690] [691]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.PredictionsVsActualsOverTime' on page 692 undefined on input line 68935.

[692]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.bias_and_fairness.FairnessScoresOverTime' on page 693 undefined on input lin
e 69040.

[693]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_by_forecast_date_settings' on page 694 undefined on input
 line 69158.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_challenger_models_settings' on page 694 undefined on input line 69189
.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_segment_analysis_settings' on page 694 undefined on input line 69214.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_segment_analysis_settings' on page 694 undefined on input line 69219.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_challenger_replay_settings' on page 694 undefined on input line 69278
.

[694]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_drift_tracking_settings' on page 695 undefined on input line 69355.


Underfull \hbox (badness 10000) in paragraph at lines 69352--69356
[]\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm
/m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this

Underfull \hbox (badness 10000) in paragraph at lines 69352--69356
\T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t
arget_drift \T1/qtm/m/n/10 set-tings, see

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_drift_tracking_settings' on page 695 undefined on input line 69361.


Underfull \hbox (badness 10000) in paragraph at lines 69358--69362
[]\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt
m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this

Underfull \hbox (badness 10000) in paragraph at lines 69358--69362
\T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f
eature_drift \T1/qtm/m/n/10 set-tings, see

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_prediction_warning_settings' on page 695 undefined on input line 6938
5.


Underfull \hbox (badness 10000) in paragraph at lines 69382--69386
[]\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 )
 ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy-

Underfull \hbox (badness 10000) in paragraph at lines 69382--69386
\T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' 
set-tings, see
[695]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 696 undefined on input line 69475.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 696 undefined on input line 69480.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 696 undefined on input line 69486.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 696 undefined on input line 69488.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 696 undefined on input line 69493.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 696 undefined on input line 69500.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
' on page 696 undefined on input line 69507.

[696]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 697 undefined on input line 69596.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 697 undefined on input line 69628.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 697 undefined on input line 69635.

[697]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 69
8 undefined on input line 69684.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 69
8 undefined on input line 69688.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 698 undefined on input line 69762.


LaTeX Warning: Hyper reference `deployment-management:datarobot.PredictionServe
r.list' on page 698 undefined on input line 69790.

[698]
Underfull \hbox (badness 10000) in paragraph at lines 69851--69853
[]\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list
[PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
onEnvironment.list' on page 699 undefined on input line 69890.

[699]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
onEnvironment' on page 700 undefined on input line 69932.

[700]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
onEnvironment' on page 701 undefined on input line 70036.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 70
1 undefined on input line 70041.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 70
1 undefined on input line 70045.

[701] [702]
Chapter 31.
[703]

LaTeX Warning: Hyper reference `errors:datarobot.errors.PlatformDeprecationWarn
ing' on page 704 undefined on input line 70345.

[704]

LaTeX Warning: Hyper reference `errors:datarobot.errors.DataRobotDeprecationWar
ning' on page 705 undefined on input line 70536.

[705] [706]
Chapter 32.

LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeature' on p
age 707 undefined on input line 70577.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo
deling' on page 707 undefined on input line 70579.

[707]
Underfull \hbox (badness 10000) in paragraph at lines 70690--70695
[]\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D
ev':6498.029,

LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 708 
undefined on input line 70756.

[708] [709]

LaTeX Warning: Hyper reference `features:datarobot.models.MulticategoricalHisto
gram' on page 710 undefined on input line 70913.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 710 undefined on input line 70918.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseCorrelations'
 on page 710 undefined on input line 70948.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 710 undefined on input line 70953.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseJointProbabil
ities' on page 710 undefined on input line 70983.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 710 undefined on input line 70988.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseConditionalPr
obabilities' on page 710 undefined on input line 71018.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 710 undefined on input line 71023.

[710]

LaTeX Warning: Hyper reference `features:datarobot.models.FeatureHistogram' on 
page 711 undefined on input line 71119.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo
deling' on page 711 undefined on input line 71149.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 711 
undefined on input line 71152.

[711]
Underfull \hbox (badness 10000) in paragraph at lines 71232--71237
[]\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D
ev':6498.029,

LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeature' on p
age 712 undefined on input line 71292.

[712] [713]

LaTeX Warning: Hyper reference `features:datarobot.models.DatasetFeatureHistogr
am' on page 714 undefined on input line 71443.


LaTeX Warning: Hyper reference `features:datarobot.models.FeatureHistogram' on 
page 714 undefined on input line 71499.


LaTeX Warning: Hyper reference `features:datarobot.models.FeatureHistogram' on 
page 714 undefined on input line 71555.

[714]

LaTeX Warning: Hyper reference `features:datarobot.models.InteractionFeature' o
n page 715 undefined on input line 71628.


Underfull \hbox (badness 5331) in paragraph at lines 71685--71687
[]\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n
/10 ) ^^U List of His-togram val-ues with a schema de-scribed as

LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_multicate
gorical_histogram' on page 715 undefined on input line 71706.


LaTeX Warning: Hyper reference `features:datarobot.models.MulticategoricalHisto
gram' on page 715 undefined on input line 71721.

[715]

LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_pairwise_
correlations' on page 716 undefined on input line 71822.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseCorrelations'
 on page 716 undefined on input line 71837.

[716]
Underfull \hbox (badness 10000) in paragraph at lines 71926--71929
[]\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via:

Underfull \hbox (badness 10000) in paragraph at lines 71926--71929
\T1/txtt/m/n/10 pairwise_joint_probabilities.statistic_dataframes[(0,1)].loc[\T
S1/txtt/m/n/10 '\T1/txtt/m/n/10 A\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 ,

LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_pairwise_
joint_probabilities' on page 717 undefined on input line 71949.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseJointProbabil
ities' on page 717 undefined on input line 71964.

[717]
Underfull \hbox (badness 10000) in paragraph at lines 72074--72077
[]\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0|B=1) can be re-trieved via:

Underfull \hbox (badness 10000) in paragraph at lines 72074--72077
\T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)].


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_pairwise_
conditional_probabilities' on page 718 undefined on input line 72097.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseConditionalPr
obabilities' on page 718 undefined on input line 72112.

[718]

LaTeX Warning: Hyper reference `features:datarobot.models.restore_discarded_fea
tures.FeatureRestorationStatus' on page 719 undefined on input line 72247.

[719]

LaTeX Warning: Hyper reference `features:datarobot.models.restore_discarded_fea
tures.DiscardedFeaturesInfo' on page 720 undefined on input line 72280.

[720] [721]

LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
722 undefined on input line 72575.

[722]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo
deling' on page 723 undefined on input line 72769.

[723]

LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeaturelist' 
on page 724 undefined on input line 72846.

[724] [725]
Underfull \hbox (badness 5771) in paragraph at lines 73124--73128
\T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us
ed. Only al-

Underfull \hbox (badness 10000) in paragraph at lines 73130--73134
[]\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic-

Underfull \hbox (badness 10000) in paragraph at lines 73156--73159
\T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m
/n/10 datarobot.enums.
[726] [727] [728]
Underfull \hbox (badness 5771) in paragraph at lines 73405--73409
\T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us
ed. Only al-

Underfull \hbox (badness 10000) in paragraph at lines 73411--73415
[]\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in
t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of
 pre-dic-

Underfull \hbox (badness 10000) in paragraph at lines 73437--73440
\T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m
/n/10 datarobot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 73457--73459
[]\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list 
of possible settings, create a
[729]
Underfull \hbox (badness 10000) in paragraph at lines 73486--73488
[]\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1
/qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e-
ment is a

Underfull \hbox (badness 6641) in paragraph at lines 73494--73498
\T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.
helpers.feature_discovery.

LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 730 undefined on input line 73507.

[730]

LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 731 undefined on input line 73565.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 73
1 undefined on input line 73569.


Underfull \hbox (badness 10000) in paragraph at lines 73601--73603
[]\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat
asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a

Underfull \hbox (badness 6641) in paragraph at lines 73609--73613
\T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.
helpers.feature_discovery.

LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 731 undefined on input line 73622.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 73
1 undefined on input line 73643.

[731] [732]

LaTeX Warning: Hyper reference `features:datarobot.models.FeatureLineage' on pa
ge 733 undefined on input line 73861.

[733]

LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRE
ngineSpecificParameters' on page 734 undefined on input line 73919.


LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRJ
obResource' on page 734 undefined on input line 73947.


LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRJ
obDatasetLanguage' on page 734 undefined on input line 74009.


LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRE
ngineSpecificParameters' on page 734 undefined on input line 74013.


LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRJ
obResource' on page 734 undefined on input line 74023.


LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.Star
tOCRJobResponse' on page 734 undefined on input line 74048.

[734]

LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRJ
obStatusEnum' on page 735 undefined on input line 74073.

[735] [736]
Overfull \vbox (10.32994pt too high) detected at line 74507
[737]
Overfull \vbox (2.88174pt too high) detected at line 74589
[738]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 73
9 undefined on input line 74646.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 739 undefined on input line 74651.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 739 undefined on input line 74655.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 739 undefined on input line 74659.

[739] [740] [741] [742]
Chapter 33.
[743]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation' on page 744 undefined on input line 7
5121.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation' on page 744 undefined on input line 7
5161.

[744]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation' on page 745 undefined on input line 7
5268.

[745]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation' on page 746 undefined on input
 line 75457.

[746]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation' on page 747 undefined on input
 line 75509.

[747]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.llm
_blueprint.VectorDatabaseSettings' on page 748 undefined on input line 75614.

[748]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.llm
_blueprint.VectorDatabaseSettings' on page 749 undefined on input line 75707.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 749 undefined on input line 75717.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 749 undefined on input line 75739.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 749 undefined on input line 75758.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 749 undefined on input line 75787.

[749] [750]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 751 undefined on input line 75935.


Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
[]\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx
tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe
r the

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th
e pub-

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS
_POLICY.NONE\T1/qtm/m/n/10 ,
[751]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm.L
LMDefinition.list' on page 752 undefined on input line 76081.

[752]
Chapter 34.

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 753 undefined on input line 76244.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 753 undefined on input line 76265.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 753 undefined on input line 76273.

[753]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 754 undefined on input line 76366.

[754]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ResultMetadata' on page 755 undefined on input line 76437.

[755]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 756 undefined on input line 76595.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 756 undefined on input line 76631.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 756 undefined on input line 76652.

[756]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 757 undefined on input line 76660.

[757]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat' on page 758 undefined on input line 76837.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat' on page 758 undefined on input line 76858.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat' on page 758 undefined on input line 76867.

[758]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat' on page 759 undefined on input line 76960.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 759 undefined on input line 77059.

[759]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 760 undefined on input line 77136.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 760 undefined on input line 77165.

[760]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 761 undefined on input line 77336.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 761 undefined on input line 77365.

[761]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 762 undefined on input line 77453.


LaTeX Warning: Hyper reference `api-object:datarobot.models.api_object.APIObjec
t' on page 762 undefined on input line 77521.


LaTeX Warning: Hyper reference `api-object:datarobot.models.api_object.APIObjec
t' on page 762 undefined on input line 77542.

[762] [763] [764]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tra
ce.TraceMetadata' on page 765 undefined on input line 77829.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplate' on page 765 undefined on input line 77919.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
5 undefined on input line 77924.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
5 undefined on input line 77928.

[765]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
6 undefined on input line 77983.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
6 undefined on input line 77987.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplate' on page 766 undefined on input line 78026.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
6 undefined on input line 78031.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
6 undefined on input line 78035.

[766]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion' on page 767 undefined on input line 78086.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
7 undefined on input line 78091.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
7 undefined on input line 78095.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
7 undefined on input line 78142.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
7 undefined on input line 78146.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion' on page 767 undefined on input line 78184.

[767]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
8 undefined on input line 78189.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
8 undefined on input line 78193.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
8 undefined on input line 78234.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
8 undefined on input line 78238.

[768]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion' on page 769 undefined on input line 78341.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
9 undefined on input line 78346.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
9 undefined on input line 78350.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion' on page 769 undefined on input line 78404.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 76
9 undefined on input line 78409.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 76
9 undefined on input line 78413.

[769]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 77
0 undefined on input line 78466.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 77
0 undefined on input line 78470.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 77
0 undefined on input line 78517.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 77
0 undefined on input line 78521.

[770] [771] [772]
Chapter 35.
[773] [774]
Overfull \hbox (63.27374pt too wide) in paragraph at lines 78957--78960
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.SupportedEmbeddings' on page 775 undefined on input line 78999.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabaseDatasetExportJob' on page 775 undefined on input lin
e 79024.

[775]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.ChunkingParameters' on page 776 undefined on input line 79075.


Overfull \hbox (69.97372pt too wide) in paragraph at lines 79107--79110
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 776 undefined on input line 79119.

[776]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 777 undefined on input line 79177.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 777 undefined on input line 79206.

[777]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 778 undefined on input line 79302.


Overfull \hbox (69.97372pt too wide) in paragraph at lines 79331--79334
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 778 undefined on input line 79343.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.SupportedTextChunkings' on page 778 undefined on input line 79390.


[778]
Underfull \hbox (badness 10000) in paragraph at lines 79450--79453
[]\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U The ID of a

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
\T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic
 net-

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
\T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.
NONE\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 779 undefined on input line 79468.


Underfull \hbox (badness 10000) in paragraph at lines 79509--79512
[]\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U The ID of a

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
\T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic
 net-

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
\T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.
NONE\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 779 undefined on input line 79527.

[779] [780]
Underfull \hbox (badness 10000) in paragraph at lines 79738--79740
[]\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 ,
[781] [782]
Chapter 36.
[783]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.insights_con
figuration.InsightsConfiguration' on page 784 undefined on input line 79897.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.cost_metric_
configurations.CostMetricConfiguration' on page 784 undefined on input line 799
95.

[784]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.cost_metric_
configurations.CostMetricConfiguration' on page 785 undefined on input line 800
16.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.cost_metric_
configurations.CostMetricConfiguration' on page 785 undefined on input line 800
37.

[785]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_configuration.EvaluationDatasetConfiguration' on page 786 undefined on i
nput line 80179.

[786]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_configuration.EvaluationDatasetConfiguration' on page 787 undefined on i
nput line 80313.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_configuration.EvaluationDatasetConfiguration' on page 787 undefined on i
nput line 80367.

[787] [788] [789] [790]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.sidecar_mode
l_metric.SidecarModelMetricValidation' on page 791 undefined on input line 8087
8.

[791]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.sidecar_mode
l_metric.SidecarModelMetricValidation' on page 792 undefined on input line 8097
9.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.sidecar_mode
l_metric.SidecarModelMetricValidation' on page 792 undefined on input line 8100
4.

[792]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.sidecar_mode
l_metric.SidecarModelMetricValidation' on page 793 undefined on input line 8106
8.

[793]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration' on page 794 undefined on input line 81196.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration' on page 794 undefined on input line 81217.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration' on page 794 undefined on input line 81225.

[794]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration' on page 795 undefined on input line 81308.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfigurationSupportedInsights' on page 795 undefined on inpu
t line 81389.

[795]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 796 undefined on input line 81499.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 796 undefined on input line 81520.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 796 undefined on input line 81528.

[796]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDataset' on page 797 undefined on input line 81624.

[797]
Underfull \hbox (badness 6592) in paragraph at lines 81777--81779
[]\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-
[798]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.nemo_configu
ration.NemoConfiguration' on page 799 undefined on input line 81834.


Underfull \hbox (badness 10000) in paragraph at lines 81895--81897
[]\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m
/n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.nemo_configu
ration.NemoConfiguration' on page 799 undefined on input line 81910.

[799] [800]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.ootb_metric_
configuration.PlaygroundOOTBMetricConfiguration' on page 801 undefined on input
 line 82156.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.ootb_metric_
configuration.PlaygroundOOTBMetricConfiguration' on page 801 undefined on input
 line 82177.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_utils.ReferenceToolCall' on page 801 undefined on input line 82233.

[801]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_utils.ReferenceToolCalls' on page 802 undefined on input line 82283.

[802]
Chapter 37.

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.conf
iguration.ModerationConfiguration' on page 803 undefined on input line 82333.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
3 undefined on input line 82338.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
3 undefined on input line 82342.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
3 undefined on input line 82388.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
3 undefined on input line 82392.

[803]

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.nemo
_info.GuardNemoInfo' on page 804 undefined on input line 82447.


Underfull \hbox (badness 10000) in paragraph at lines 82446--82448
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [\T1/txtt/m/sl/10 GuardNemoInfo\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-
u-ra-tion for NeMo

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.mode
l_info.GuardModelInfo' on page 804 undefined on input line 82451.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.inte
rvention.GuardInterventionForConfiguration' on page 804 undefined on input line
 82455.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.conf
iguration.ModerationConfiguration' on page 804 undefined on input line 82481.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
4 undefined on input line 82486.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
4 undefined on input line 82490.

[804]

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.nemo
_info.GuardNemoInfo' on page 805 undefined on input line 82532.


Underfull \hbox (badness 10000) in paragraph at lines 82531--82533
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [\T1/txtt/m/sl/10 GuardNemoInfo\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-
u-ra-tion for NeMo

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.mode
l_info.GuardModelInfo' on page 805 undefined on input line 82536.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.inte
rvention.GuardInterventionForConfiguration' on page 805 undefined on input line
 82540.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
5 undefined on input line 82563.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
5 undefined on input line 82567.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
5 undefined on input line 82598.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
5 undefined on input line 82602.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
5 undefined on input line 82633.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
5 undefined on input line 82637.

[805]

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.inte
rvention.GuardInterventionForTemplate' on page 806 undefined on input line 8269
2.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.inte
rvention.GuardInterventionForConfiguration' on page 806 undefined on input line
 82728.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.mode
l_info.GuardModelInfo' on page 806 undefined on input line 82786.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.over
all.OverallModerationConfig' on page 806 undefined on input line 82820.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.conf
iguration.ModerationConfiguration' on page 806 undefined on input line 82822.

[806]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
7 undefined on input line 82898.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
7 undefined on input line 82902.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
7 undefined on input line 82949.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
7 undefined on input line 82953.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.over
all.OverallModerationConfig' on page 807 undefined on input line 83002.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
7 undefined on input line 83007.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
7 undefined on input line 83011.

[807]

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.over
all.OverallModerationConfig' on page 808 undefined on input line 83060.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
8 undefined on input line 83065.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
8 undefined on input line 83069.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
8 undefined on input line 83096.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
8 undefined on input line 83100.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.temp
late.ModerationTemplate' on page 808 undefined on input line 83167.

[808]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
9 undefined on input line 83172.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
9 undefined on input line 83176.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
9 undefined on input line 83215.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
9 undefined on input line 83219.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 80
9 undefined on input line 83258.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 80
9 undefined on input line 83262.

[809]

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.nemo
_info.GuardNemoInfo' on page 810 undefined on input line 83313.


Underfull \hbox (badness 10000) in paragraph at lines 83312--83314
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [\T1/txtt/m/sl/10 GuardNemoInfo\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-
u-ra-tion for NeMo

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.mode
l_info.GuardModelInfo' on page 810 undefined on input line 83317.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.inte
rvention.GuardInterventionForTemplate' on page 810 undefined on input line 8332
1.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.temp
late.ModerationTemplate' on page 810 undefined on input line 83331.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 81
0 undefined on input line 83336.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 81
0 undefined on input line 83340.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.nemo
_info.GuardNemoInfo' on page 810 undefined on input line 83391.


Underfull \hbox (badness 10000) in paragraph at lines 83390--83392
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [\T1/txtt/m/sl/10 GuardNemoInfo\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-
u-ra-tion for NeMo

LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.mode
l_info.GuardModelInfo' on page 810 undefined on input line 83395.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.inte
rvention.GuardInterventionForTemplate' on page 810 undefined on input line 8339
9.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 81
0 undefined on input line 83406.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 81
0 undefined on input line 83410.

[810]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 81
1 undefined on input line 83441.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 81
1 undefined on input line 83445.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 81
1 undefined on input line 83476.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 81
1 undefined on input line 83480.

[811] [812]
Chapter 38.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R
ocCurve >>> RocCurve.compute(

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 ") <datarobot.models.status_check_job.StatusCheckJob object at

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 0x7fc0b313cc40> >>> RocCurve.get("67643b2d87bb4954d7917323", da
ta_slice_id=

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 "6764389b4bdd48581485a58b") <datarobot.insights.roc_curve.RocCu
rve object at

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 0x7fc0a7549d20> >>> RocCurve.list("67643b2d87bb4954d7917323") [
<datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 insights.roc_curve.RocCurve object at 0x7fc0a7549f60>, ...] >>>
 RocCurve.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/
10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375,

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0
.0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1
/txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t
xtt/m/n/10 '\T1/txtt/m/n/10 : 863,
[813] [814]
Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L
iftChart >>> LiftChart.compute(

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b")

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 <datarobot.models.status_check_job.StatusCheckJob object at 0x7
fa7f5ba20b0>

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [<datarobot.insi
ghts.

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 lift_chart.LiftChart object at 0x7fe242eeaa10>, ... ] >>> LiftC
hart.get(

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b").bins

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1
/txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10
 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_
weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ]
[815] [816] [817]
Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R
esiduals >>> Residuals.list(

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [<datarobot.insights.residuals.Resi
duals

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305ae0>] >>> Residuals.compute("672e32de69b0b
676ced54d9c

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") <datarobot.models.


Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 status_check_job.StatusCheckJob object at 0x7fbcf4054b80> >>> R
esiduals.

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [<datarobot.insights.residuals
.Residuals

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305870>, <datarobot.insights.residuals.Residu
als

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305690>] >>> Residuals.get("672e32de69b0b676c
ed54d9c

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") <datarobot.insight
s.

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 residuals.Residuals object at 0x7fbce83057b0> >>> Residuals.get
(

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe
ff97").

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS
1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt
t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32.
[818] [819] [820] [821] [822] [823] [824] [825] [826] [827] [828] [829]
[830] [831]
Underfull \hbox (badness 10000) in paragraph at lines 86371--86373
[]\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums.
[832]

LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord' on page 833 undefined on input line 86465.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord' on page 833 undefined on input line 86513.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentPredictionsPreview' on page 833 undefined on input line 86555.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentExplanations' on page 833 undefined on input line 86576.

[833]

LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentExplanations' on page 834 undefined on input line 86616.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord.list' on page 834 undefined on input line 86639.

[834]

LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentExplanations' on page 835 undefined on input line 86809.

[835]

LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentPredictionsPreview' on page 836 undefined on input line 86931.


Underfull \hbox (badness 10000) in paragraph at lines 87051--87053
[]\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P
ositive
[836]

LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 
837 undefined on input line 87099.

[837] [838]

LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice'
 on page 839 undefined on input line 87356.

[839] [840]

LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS
izeInfo' on page 841 undefined on input line 87511.


Overfull \vbox (2.69994pt too high) detected at line 87579
[841]

LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice'
 on page 842 undefined on input line 87606.

[842]
Underfull \hbox (badness 10000) in paragraph at lines 87701--87704
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 87701--87704
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions

Underfull \hbox (badness 10000) in paragraph at lines 87735--87737
\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data
robot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 87742--87744
\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 
datarobot.enums.
[843] [844] [845]
Underfull \hbox (badness 10000) in paragraph at lines 88032--88035
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 88032--88035
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions
[846] [847]
Underfull \hbox (badness 10000) in paragraph at lines 88366--88369
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 88366--88369
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions

Underfull \hbox (badness 10000) in paragraph at lines 88400--88402
\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data
robot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 88407--88409
\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 
datarobot.enums.
[848] [849]

LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores.list' on page
 850 undefined on input line 88676.

[850]

LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 851 
undefined on input line 88775.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 851 
undefined on input line 88779.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 851 
undefined on input line 88815.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 851 
undefined on input line 88819.

[851]

LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart.list' on p
age 852 undefined on input line 88867.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 8
52 undefined on input line 88911.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 8
52 undefined on input line 88915.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 8
52 undefined on input line 88951.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 8
52 undefined on input line 88955.

[852]

LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve.list' on pa
ge 853 undefined on input line 88986.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve.list' on pa
ge 853 undefined on input line 88990.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve.list' on pa
ge 853 undefined on input line 88994.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve' on page 85
3 undefined on input line 89038.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve' on page 85
3 undefined on input line 89042.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve' on page 85
3 undefined on input line 89078.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve' on page 85
3 undefined on input line 89082.

[853]
Underfull \hbox (badness 10000) in paragraph at lines 89166--89169
[]\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA
TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met-

Underfull \hbox (badness 5563) in paragraph at lines 89166--89169
\T1/qtm/m/n/10 ric to get pair-wise data for. Since `v2.19' this is op-tional a
nd de-faults to

Underfull \hbox (badness 10000) in paragraph at lines 89171--89174
[]\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU
RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of

Underfull \hbox (badness 10000) in paragraph at lines 89171--89174
\T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d
e-faults to
[854]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat
rix' on page 855 undefined on input line 89191.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 855 undefined on input line 89227.

[855]

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat
rixDetails' on page 856 undefined on input line 89332.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationFea
turelists' on page 856 undefined on input line 89390.

[856] [857] [858]

LaTeX Warning: Hyper reference `insights:datarobot.models.PayoffMatrix' on page
 859 undefined on input line 89750.


LaTeX Warning: Hyper reference `insights:datarobot.models.PayoffMatrix' on page
 859 undefined on input line 89775.


LaTeX Warning: Hyper reference `insights:datarobot.models.PayoffMatrix' on page
 859 undefined on input line 89779.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 85
9 undefined on input line 89784.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 85
9 undefined on input line 89788.


LaTeX Warning: Hyper reference `insights:datarobot.models.PayoffMatrix' on page
 859 undefined on input line 89822.


LaTeX Warning: Hyper reference `insights:datarobot.models.PayoffMatrix' on page
 859 undefined on input line 89829.

[859]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86
0 undefined on input line 89841.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86
0 undefined on input line 89845.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86
0 undefined on input line 89908.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86
0 undefined on input line 89912.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86
0 undefined on input line 89955.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86
0 undefined on input line 89959.

[860]

LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanationsInitia
lization' on page 861 undefined on input line 90095.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86
1 undefined on input line 90099.

[861]

LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p
age 862 undefined on input line 90260.

[862]
Underfull \hbox (badness 10000) in paragraph at lines 90288--90291
[]\T1/qtm/m/n/10 Com-pute a Pre-dic-tion-Ex-pla-na-tion-sIni-tial-iza-tion for 
the model via \T1/txtt/m/n/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 90293--90296
[]\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/
m/n/10 datarobot.Model.

Underfull \hbox (badness 6708) in paragraph at lines 90366--90372
\T1/qtm/m/n/10 Cre-ate pre-dic-tion ex-pla-na-tions for the the dataset used to
 train the model. This can be

Underfull \hbox (badness 6927) in paragraph at lines 90366--90372
\T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis
t_id\T1/qtm/m/n/10 . For OTV and time-series projects,
[863]
Underfull \hbox (badness 10000) in paragraph at lines 90382--90385
[]\T1/qtm/m/n/10 Com-pute a Pre-dic-tion-Ex-pla-na-tion-sIni-tial-iza-tion for 
the model via \T1/txtt/m/n/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 90387--90390
[]\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/
m/n/10 datarobot.Model.
[864] [865] [866] [867]

LaTeX Warning: Hyper reference `insights:datarobot.models.prediction_explanatio
ns.PredictionExplanationsPage' on page 868 undefined on input line 91002.

[868]

LaTeX Warning: Hyper reference `jobs:datarobot.models.ShapMatrixJob' on page 86
9 undefined on input line 91095.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86
9 undefined on input line 91100.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86
9 undefined on input line 91106.


LaTeX Warning: Hyper reference `insights:datarobot.models.ShapMatrix' on page 8
69 undefined on input line 91133.


LaTeX Warning: Hyper reference `insights:datarobot.models.ShapMatrix' on page 8
69 undefined on input line 91137.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86
9 undefined on input line 91142.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86
9 undefined on input line 91146.


LaTeX Warning: Hyper reference `insights:datarobot.models.ShapMatrix' on page 8
69 undefined on input line 91180.

[869]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 87
0 undefined on input line 91223.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 87
0 undefined on input line 91227.

[870]

LaTeX Warning: Hyper reference `insights:datarobot.models.RatingTable' on page 
871 undefined on input line 91413.


LaTeX Warning: Hyper reference `insights:datarobot.models.RatingTable' on page 
871 undefined on input line 91449.

[871]

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 872 undefine
d on input line 91495.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError
' on page 872 undefined on input line 91500.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 87
2 undefined on input line 91504.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 872 undefine
d on input line 91582.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 87
2 undefined on input line 91587.


LaTeX Warning: Hyper reference `errors:datarobot.errors.JobAlreadyRequested' on
 page 872 undefined on input line 91591.


LaTeX Warning: Hyper reference `insights:datarobot.insights.RocCurve' on page 8
72 undefined on input line 91609.

[872]

LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.RocCurve' o
n page 873 undefined on input line 91685.

[873] [874]
Chapter 39.

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 875 undefine
d on input line 91967.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 875 undefined on input line 91971.

[875]

LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 876 undefined on input line 92072.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 876 undefined on input line 92076.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 876 undefined on input line 92116.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 876 undefined on input line 92120.

[876]

LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions' on page 877 undefined on input line 92193.


LaTeX Warning: Hyper reference `jobs:datarobot.models.TrainingPredictionsJob' o
n page 877 undefined on input line 92221.

[877]

LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 878 undefined on input line 92337.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 878 undefined on input line 92341.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 878 undefined on input line 92381.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 878 undefined on input line 92385.


LaTeX Warning: Hyper reference `jobs:datarobot.models.ShapMatrixJob' on page 87
8 undefined on input line 92466.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 878 undefined on input line 92470.

[878]

LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 879 undefined on input line 92592.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 879 undefined on input line 92596.

[879]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 880 undefined on input line 92636.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 880 undefined on input line 92640.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 880 undefine
d on input line 92731.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 880 undefined on input line 92735.

[880]

LaTeX Warning: Hyper reference `errors:datarobot.errors.JobNotFinished' on page
 881 undefined on input line 92836.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 881 undefined on input line 92840.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 881 undefined on input line 92880.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 881 undefined on input line 92884.

[881] [882]
Chapter 40.
[883]

LaTeX Warning: Hyper reference `key_values:datarobot.models.key_values.KeyValue
' on page 884 undefined on input line 93056.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
4 undefined on input line 93061.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
4 undefined on input line 93065.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
4 undefined on input line 93111.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
4 undefined on input line 93115.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
4 undefined on input line 93165.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
4 undefined on input line 93169.

[884]

LaTeX Warning: Hyper reference `key_values:datarobot.models.key_values.KeyValue
' on page 885 undefined on input line 93230.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
5 undefined on input line 93235.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
5 undefined on input line 93239.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
5 undefined on input line 93301.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
5 undefined on input line 93305.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
5 undefined on input line 93336.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
5 undefined on input line 93340.

[885]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 88
6 undefined on input line 93371.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 88
6 undefined on input line 93375.

[886]
Chapter 41.
[887] [888]
Chapter 42.

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.enums.RunT
ype' on page 889 undefined on input line 93614.

[889] [890]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook' on page 891 undefined on input line 93913.

[891] [892]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.enums.Note
bookStatus' on page 893 undefined on input line 94151.

[893]

LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 894 undefined on input line 94334.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.exceptions
.KernelNotAssignedError' on page 894 undefined on input line 94341.

[894]

LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 895 undefined on input line 94400.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 895 undefined on input line 94448.

[895]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_
environment.Image' on page 896 undefined on input line 94602.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_
environment.Machine' on page 896 undefined on input line 94606.

[896]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_
environment.ExecutionEnvironment' on page 897 undefined on input line 94638.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_
environment.ExecutionEnvironmentAssignPayload' on page 897 undefined on input l
ine 94664.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_
environment.ExecutionEnvironment' on page 897 undefined on input line 94674.

[897]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.revision.C
reateRevisionPayload' on page 898 undefined on input line 94791.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.revision.N
otebookRevision' on page 898 undefined on input line 94801.

[898]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.scheduled_
job.NotebookScheduledJob' on page 899 undefined on input line 94897.


Overfull \vbox (1.64996pt too high) detected at line 95006
[899] [900]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.scheduled_
run.ScheduledJobPayload' on page 901 undefined on input line 95230.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.scheduled_
run.ScheduledRunRevisionMetadata' on page 901 undefined on input line 95246.

[901] [902]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No
tebookSession' on page 903 undefined on input line 95460.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.St
artSessionPayload' on page 903 undefined on input line 95486.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No
tebookSession' on page 903 undefined on input line 95496.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No
tebookSession' on page 903 undefined on input line 95525.

[903]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No
tebookExecutionStatus' on page 904 undefined on input line 95626.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.user.Noteb
ookUser' on page 904 undefined on input line 95741.

[904]
Chapter 43.
[905]
Underfull \hbox (badness 10000) in paragraph at lines 95878--95880
[]\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt
m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the
[906]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 907 
undefined on input line 95967.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 907 
undefined on input line 96044.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError
' on page 907 undefined on input line 96049.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 907 undefined on input line 96053.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 907 undefined on input line 96059.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 907 undefined on input line 96063.

[907]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 908 
undefined on input line 96151.

[908]

LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 909 undefined on input line 96229.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 909 
undefined on input line 96233.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 909 undefined on input line 96250.

[909]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 910 
undefined on input line 96310.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 910 
undefined on input line 96335.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 910 
undefined on input line 96386.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 910 
undefined on input line 96426.

[910]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ProjectAsyncFailureErro
r' on page 911 undefined on input line 96431.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 911 undefined on input line 96436.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 911 undefined on input line 96440.

[911]

LaTeX Warning: Hyper reference `projects:partitions-api' on page 912 undefined 
on input line 96513.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition
ing_method' on page 912 undefined on input line 96515.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_
partitioning' on page 912 undefined on input line 96516.


Underfull \hbox (badness 10000) in paragraph at lines 96512--96518
\T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined 
in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 .

Underfull \hbox (badness 10000) in paragraph at lines 96512--96518
\T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition
ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 96596--96603
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 96596--96603
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 96596--96603
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll
[912]
Underfull \hbox (badness 10000) in paragraph at lines 96605--96609
[]\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 913 
undefined on input line 96622.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 913 undefined on input line 96627.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 913 undefined on input line 96632.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 913 undefined on input line 96636.

[913]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 914 undefined on input line 96717.

[914]
Underfull \hbox (badness 7888) in paragraph at lines 96835--96842
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 .
 \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep
rints

Underfull \hbox (badness 10000) in paragraph at lines 96835--96842
\T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified,


LaTeX Warning: Hyper reference `projects:partitions-api' on page 915 undefined 
on input line 96859.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition
ing_method' on page 915 undefined on input line 96861.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_
partitioning' on page 915 undefined on input line 96862.


Underfull \hbox (badness 10000) in paragraph at lines 96858--96864
\T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined 
in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 .

Underfull \hbox (badness 10000) in paragraph at lines 96858--96864
\T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition
ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project.
[915]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 916 
undefined on input line 96936.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 916 undefined on input line 96941.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 916 undefined on input line 96946.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 916 undefined on input line 96950.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 916 undefined on input line 96966.

[916]

LaTeX Warning: Hyper reference `projects:partitions-api' on page 917 undefined 
on input line 97061.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition
ing_method' on page 917 undefined on input line 97063.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_
partitioning' on page 917 undefined on input line 97064.


Underfull \hbox (badness 10000) in paragraph at lines 97060--97066
\T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined 
in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 .

Underfull \hbox (badness 10000) in paragraph at lines 97060--97066
\T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition
ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 97106--97108
[]\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/
m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 ,
[917]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 918 
undefined on input line 97133.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 918 undefined on input line 97138.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 918 undefined on input line 97143.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 918 undefined on input line 97147.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 918 undefined on input line 97163.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 918 undefined on input line 97167.

[918]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 919 undefined on input line 97250.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 919 undefined on input line 97268.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel'
 on page 919 undefined on input line 97268.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 919 undefined on input line 97290.


Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
[]\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo
l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 
) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re-

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns 
fewer at-tributes

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and
 could be re-

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr
easing_featurelist_id\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/
n/10 supports_composable_ml \T1/qtm/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t
ributes are ab-sent and

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt
/m/n/10 has_empty_clusters\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m
/n/10 prediction_threshold \T1/qtm/m/n/10 and
[919]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 920 undefined on input line 97340.

[920]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 921 undefined on input line 97405.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 921 undefined on input line 97437.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 921 undefined on input line 97482.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 921 undefined on input line 97482.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 921 undefined on input line 97508.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeModel' o
n page 921 undefined on input line 97508.

[921]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 922 undefined on input line 97544.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.PrimeFile' on
 page 922 undefined on input line 97544.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 922 undefined on input line 97569.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 922 undefined on input line 97604.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 922 undefined on input line 97645.

[922]
Underfull \hbox (badness 10000) in paragraph at lines 97681--97683
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a
 list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 923 undefined on input line 97697.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError
' on page 923 undefined on input line 97702.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 923 undefined on input line 97706.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 923 undefined on input line 97711.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 923 undefined on input line 97716.


Underfull \hbox (badness 7649) in paragraph at lines 97720--97723
[]\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore
cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n
/10 and
[923]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 924 undefined on input line 97765.


Underfull \hbox (badness 10000) in paragraph at lines 97775--97777
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a
 list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 924 undefined on input line 97811.

[924]
Underfull \hbox (badness 10000) in paragraph at lines 97840--97846
[]\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent
ialsDataDict | S3CredentialsDataDict |
[925] [926]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series
-predict' on page 927 undefined on input line 98114.


Overfull \hbox (0.89392pt too wide) in paragraph at lines 98124--98128
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden
tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 ,
[927]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 928 undefined on input line 98198.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 928 undefined on input line 98223.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 928 undefined on input line 98248.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 928 
undefined on input line 98248.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo
deling' on page 928 undefined on input line 98270.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 928 undefined on input line 98284.


LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeature' on p
age 928 undefined on input line 98284.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 928 undefined on input line 98309.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
928 undefined on input line 98309.

[928]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 929 undefined on input line 98432.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo
deling' on page 929 undefined on input line 98473.

[929]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 930 undefined on input line 98487.


LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeaturelist' 
on page 930 undefined on input line 98487.

[930]

LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 931 
undefined on input line 98653.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 931 undefined on input line 98658.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 931 undefined on input line 98662.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 931 undefined on input line 98666.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
931 undefined on input line 98697.

[931]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 932 undefined on input line 98734.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
932 undefined on input line 98739.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 932 undefined on input line 98754.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 932 undefined on input line 98761.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
932 undefined on input line 98774.


LaTeX Warning: Hyper reference `errors:datarobot.errors.DuplicateFeaturesError'
 on page 932 undefined on input line 98779.


LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 932 undefined on input line 98783.

[932]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo
deling' on page 933 undefined on input line 98841.


LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeaturelist' 
on page 933 undefined on input line 98868.

[933]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 934 undefined on input line 98916.

[934]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 935 undefined on input line 99129.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AppPlatformError' on pa
ge 935 undefined on input line 99137.

[935]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim
e' on page 936 undefined on input line 99175.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 
936 undefined on input line 99181.


Underfull \hbox (badness 10000) in paragraph at lines 99214--99223
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[936]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 937 undefined on input line 99315.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 937 undefined on input line 99316.


Underfull \hbox (badness 10000) in paragraph at lines 99313--99318
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 99313--99318
\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 
helper method. Please see \T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 99330--99333
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[937]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 938 undefined on input line 99388.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 938 undefined on input line 99427.

[938]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.check_blendab
le' on page 939 undefined on input line 99435.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.eligibility_result.E
ligibilityResult' on page 939 undefined on input line 99474.


Underfull \hbox (badness 10000) in paragraph at lines 99532--99537
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 939 undefined on input line 99557.

[939]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 940 undefined on input line 99582.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.BlenderModel'
 on page 940 undefined on input line 99582.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 940 undefined on input line 99607.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.FrozenModel' 
on page 940 undefined on input line 99607.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 940 undefined on input line 99632.


Underfull \hbox (badness 10000) in paragraph at lines 99710--99715
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with

Underfull \hbox (badness 5345) in paragraph at lines 99710--99715
\T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a
re cur-rently
[940]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 941 undefined on input line 99735.


Underfull \hbox (badness 10000) in paragraph at lines 99755--99760
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 941 undefined on input line 99780.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 941 undefined on input line 99825.

[941] [942]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 943 undefined on input line 100017.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 943 undefined on input line 100054.

[943]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba
seline-predictions' on page 944 undefined on input line 100122.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 944 undefined on input line 100137.


Underfull \hbox (badness 10000) in paragraph at lines 100149--100155
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met-

Underfull \hbox (badness 10000) in paragraph at lines 100149--100155
\T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/
m/n/10 proportionalParity\T1/qtm/m/n/10 ,
[944]
Underfull \hbox (badness 10000) in paragraph at lines 100168--100175
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 100168--100175
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 100168--100175
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll

Underfull \hbox (badness 10000) in paragraph at lines 100177--100181
[]\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 945 undefined on input line 100192.


Overfull \hbox (3.89389pt too wide) in paragraph at lines 100212--100216
[]\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_
selection
[945]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 946 undefined on input line 100330.


Underfull \hbox (badness 10000) in paragraph at lines 100334--100337
[]\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio
ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in-
stance of

Underfull \hbox (badness 10000) in paragraph at lines 100334--100337
\T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q
tm/m/n/10 that will

LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p
age 946 undefined on input line 100347.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 946 
undefined on input line 100358.

[946]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 947 undefined on input line 100405.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RatingTableMo
del' on page 947 undefined on input line 100405.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 947 undefined on input line 100430.


LaTeX Warning: Hyper reference `insights:datarobot.models.RatingTable' on page 
947 undefined on input line 100430.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 947 undefined on input line 100454.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
947 undefined on input line 100454.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 947 undefined on input line 100479.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
947 undefined on input line 100479.

[947]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_type_t
ransform_feature' on page 948 undefined on input line 100563.

[948]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 949 undefined on input line 100620.


Underfull \hbox (badness 10000) in paragraph at lines 100628--100630
[]\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va
riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums.

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 949 undefined on input line 100633.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 949 undefined on input line 100637.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 949 undefined on input line 100641.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 949 
undefined on input line 100678.


LaTeX Warning: Hyper reference `features:datarobot.models.InteractionFeature' o
n page 949 undefined on input line 100725.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 94
9 undefined on input line 100730.

[949]

LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 950 undefined on input line 100738.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 950 undefined on input line 100742.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 950 undefined on input line 100746.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 950 undefined on input line 100776.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 95
0 undefined on input line 100848.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p
age 950 undefined on input line 100853.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 950 undefined on input line 100857.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 950 undefined on input line 100861.

[950]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba
seline-predictions' on page 951 undefined on input line 100890.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p
age 951 undefined on input line 100964.

[951]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 952 undefined on input line 101093.


Underfull \hbox (badness 10000) in paragraph at lines 101129--101136
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 101129--101136
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 101129--101136
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll
[952]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 953 undefined on input line 101151.

[953]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 954 undefined on input line 101339.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e' on page 954 undefined on input line 101342.


Underfull \hbox (badness 10000) in paragraph at lines 101337--101343
[]\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to \
T1/txtt/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 954 undefined on input line 101349.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 954 undefined on input line 101349.


Underfull \hbox (badness 10000) in paragraph at lines 101348--101353
\T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Datet
imePartitioningSpecification\T1/qtm/m/n/10 ) ^^U
[954] [955]
Underfull \hbox (badness 6364) in paragraph at lines 101552--101555
[]\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt
/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba
seline-predictions' on page 956 undefined on input line 101595.

[956]
Underfull \hbox (badness 10000) in paragraph at lines 101623--101629
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met-

Underfull \hbox (badness 10000) in paragraph at lines 101623--101629
\T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/
m/n/10 proportionalParity\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 101642--101649
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 101642--101649
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 6741) in paragraph at lines 101657--101659
[]\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 (
\T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned

Underfull \hbox (badness 6741) in paragraph at lines 101661--101663
[]\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 (
\T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned
[957]
Underfull \hbox (badness 10000) in paragraph at lines 101706--101710
[]\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_
selection

LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 958 undefined on input line 101787.

[958] [959]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 960 undefined on input line 102091.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e' on page 960 undefined on input line 102092.


Underfull \hbox (badness 10000) in paragraph at lines 102090--102093
[]\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to \T1/txt
t/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 960 undefined on input line 102096.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 960 undefined on input line 102097.


Underfull \hbox (badness 10000) in paragraph at lines 102100--102103
[]\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m
/n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho
ldout_start_date\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 102111--102114
[]\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums.

Underfull \hbox (badness 7133) in paragraph at lines 102111--102114
\T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe
r mod-els cre-ated by the
[960]

LaTeX Warning: Hyper reference `projects:datarobot.BacktestSpecification' on pa
ge 961 undefined on input line 102154.


LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 961
 undefined on input line 102193.

[961]

LaTeX Warning: Hyper reference `projects:datarobot.Periodicity' on page 962 und
efined on input line 102229.


LaTeX Warning: Hyper reference `projects:datarobot.Periodicity' on page 962 und
efined on input line 102229.


Underfull \hbox (badness 6927) in paragraph at lines 102228--102231
[]\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m
/n/10 of \T1/txtt/m/sl/10 Periodicity\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional
\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 962 un
defined on input line 102257.

[962]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 963 undefined on input line 102383.


Underfull \hbox (badness 10000) in paragraph at lines 102402--102407
[]\T1/qtm/m/n/10 Op-tion 2 (New in ver-sion v2.20): Use \T1/txtt/m/n/10 index\T
1/qtm/m/n/10 , \T1/txtt/m/n/10 primary_training_start_date\T1/qtm/m/n/10 ,
[963]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 964 undefined on input line 102428.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 964 undefined on input line 102429.

[964]
Underfull \hbox (badness 10000) in paragraph at lines 102544--102546
[]\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/
10 ) ^^U Time step unit, valid op-tions are val-ues from

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.get' on
 page 965 undefined on input line 102580.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.to_spec
ification' on page 965 undefined on input line 102585.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 965 undefined on input line 102587.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 965 undefined on input line 102588.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 965 undefined on input line 102599.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 965 undefined on input line 102600.


Underfull \hbox (badness 10000) in paragraph at lines 102623--102626
[]\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums.

Underfull \hbox (badness 7133) in paragraph at lines 102623--102626
\T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe
r mod-els cre-ated by the
[965]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.Backtest' on page 966 undefined on input line 102719.

[966]

LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 967
 undefined on input line 102761.


LaTeX Warning: Hyper reference `projects:datarobot.Periodicity' on page 967 und
efined on input line 102797.


LaTeX Warning: Hyper reference `projects:datarobot.Periodicity' on page 967 und
efined on input line 102797.


Underfull \hbox (badness 6927) in paragraph at lines 102796--102799
[]\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m
/n/10 of \T1/txtt/m/sl/10 Periodicity\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional
\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a
[967]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 968 un
defined on input line 102834.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 968 un
defined on input line 102839.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 968 undefined on input line 102881.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 968 undefined on input line 102890.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 968 undefined on input line 102912.

[968]

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 969 undefined on input line 102975.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 969 undefined on input line 102993.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e_optimized' on page 969 undefined on input line 103012.

[969] [970]

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 971 undefined on input line 103238.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 971 undefined on input line 103268.

[971]

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e_optimized' on page 972 undefined on input line 103400.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 972 undefined on input line 103444.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.get_opt
imized' on page 972 undefined on input line 103445.


Underfull \hbox (badness 10000) in paragraph at lines 103443--103446
[]\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to \T1/txt
t/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 103443--103446
\T1/txtt/m/n/10 partitioning_method \T1/qtm/m/n/10 pa-ram-e-ter. To see the ful
l par-ti-tion-ing use \T1/txtt/m/sl/10 DatetimePartitioning.
[972]

LaTeX Warning: Hyper reference `projects:datarobot.BacktestSpecification' on pa
ge 973 undefined on input line 103548.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.construct_duration_string' on page 973 undefined on input line 103558.


LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date
-dur-spec' on page 973 undefined on input line 103559.

[973]

LaTeX Warning: Hyper reference `projects:datarobot.BacktestSpecification' on pa
ge 974 undefined on input line 103655.


Underfull \hbox (badness 5741) in paragraph at lines 103662--103670
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/
txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for

LaTeX Warning: Hyper reference `projects:datarobot.BacktestSpecification' on pa
ge 974 undefined on input line 103677.

[974]

LaTeX Warning: Hyper reference `projects:datarobot.models.JobStatusResult' on p
age 975 undefined on input line 103818.


LaTeX Warning: Hyper reference `projects:datarobot.models.JobStatusResult' on p
age 975 undefined on input line 103839.

[975]

LaTeX Warning: Hyper reference `reference/modeling/spec/segmented_modeling:segm
ented-modeling' on page 976 undefined on input line 103935.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel' on page 976 u
ndefined on input line 103997.

[976] [977] [978]

LaTeX Warning: Hyper reference `projects:datarobot.models.segmentation.Segmenta
tionTask' on page 979 undefined on input line 104352.

[979]

LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask.list' on pa
ge 980 undefined on input line 104472.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask' on page 98
0 undefined on input line 104472.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask' on page 98
0 undefined on input line 104508.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentInfo.list' on page 98
0 undefined on input line 104583.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentInfo' on page 980 und
efined on input line 104583.

[980]

LaTeX Warning: Hyper reference `projects:datarobot.models.segmentation.Segmenta
tionTask' on page 981 undefined on input line 104681.

[981]

LaTeX Warning: Hyper reference `projects:datarobot.models.segmentation.Segmenta
tionTask.list' on page 982 undefined on input line 104801.


LaTeX Warning: Hyper reference `projects:datarobot.models.segmentation.Segmenta
tionTask' on page 982 undefined on input line 104801.


LaTeX Warning: Hyper reference `projects:datarobot.models.segmentation.Segmenta
tionTask' on page 982 undefined on input line 104837.

[982]
Underfull \hbox (badness 10000) in paragraph at lines 104911--104913
[]\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1
0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and

LaTeX Warning: Hyper reference `projects:datarobot.models.external_baseline_val
idation.ExternalBaselineValidationInfo' on page 983 undefined on input line 104
961.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:calendar-fi
les' on page 983 undefined on input line 104986.

[983]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.list' on page 9
84 undefined on input line 105019.


LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:calendar-fi
les' on page 984 undefined on input line 105046.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 984 undefined on input line 105062.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 984 un
defined on input line 105087.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 984 undefined on input line 105091.

[984]

LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:calendar-fi
les' on page 985 undefined on input line 105140.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 985 undefined on input line 105156.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.list' on page 9
85 undefined on input line 105174.

[985]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 986 un
defined on input line 105189.


LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu
lError' on page 986 undefined on input line 105193.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.get_allowed_cou
ntry_codes' on page 986 undefined on input line 105239.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 986 un
defined on input line 105262.

[986]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create_calendar
_from_country_code' on page 987 undefined on input line 105307.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.list' on page 9
87 undefined on input line 105314.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 987 un
defined on input line 105343.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.list' on page 9
87 undefined on input line 105394.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 987 un
defined on input line 105394.

[987]

LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 98
8 undefined on input line 105429.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 98
8 undefined on input line 105486.

[988]

LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
989 undefined on input line 105524.


LaTeX Warning: Hyper reference `reference/admin/sharing:sharing' on page 989 un
defined on input line 105526.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 98
9 undefined on input line 105541.

[989]

LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
990 undefined on input line 105606.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.list' on page 9
90 undefined on input line 105610.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
990 undefined on input line 105610.


LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 99
0 undefined on input line 105614.

[990]
Chapter 44.
[991]
Underfull \vbox (badness 10000) detected at line 105831
[992]

LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions.list' on page 993 undefined on input line 10591
3.


Underfull \hbox (badness 10000) in paragraph at lines 105912--105916
[]\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 list\T1/qtm/m
/n/10 ) ^^U (New in ver-sion v2.21) Will

Underfull \hbox (badness 10000) in paragraph at lines 105912--105916
\T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/
10 was set to
[993]

LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions' on page 994 undefined on input line 106032.

[994]

LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions' on page 995 undefined on input line 106068.


LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictionsIterator' on page 995 undefined on input line 10
6097.

[995] [996]
Chapter 45.
[997]

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 998 undefi
ned on input line 106357.

[998]

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.list' on page 999 u
ndefined on input line 106475.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 999 undefi
ned on input line 106516.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 999 undefi
ned on input line 106577.


LaTeX Warning: Hyper reference `reference/use_cases/use_cases:add-project-to-a-
use-case' on page 999 undefined on input line 106602.


LaTeX Warning: Hyper reference `applications:datarobot.Application' on page 999
 undefined on input line 106607.


Underfull \hbox (badness 7099) in paragraph at lines 106606--106609
[]\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc
eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10
 Dataset\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Application\T1/qtm/m/n/10 ,
[999]

LaTeX Warning: Hyper reference `applications:datarobot.Application' on page 100
0 undefined on input line 106649.


Underfull \hbox (badness 7099) in paragraph at lines 106648--106651
[]\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc
eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10
 Dataset\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Application\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1000 undefined on input line 106687.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1000 undefined on input line 106707.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1000 undefined on input line 106712.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1000 undefined on input line 106734.

[1000]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1001 undefined on input line 106785.

[1001] [1002]

LaTeX Warning: Hyper reference `use-cases:datarobot.models.use_cases.use_case.U
seCaseUser' on page 1003 undefined on input line 107028.

[1003] [1004]
Chapter 46.

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipePr
eview' on page 1005 undefined on input line 107075.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.deploy' on page 1005 undefined on input line 107084
.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.f
rom_dataset' on page 1005 undefined on input line 107101.

[1005]

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page
 1006 undefined on input line 107179.


Underfull \hbox (badness 10000) in paragraph at lines 107234--107237
[]\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A
PI with fsspec im-ple-men-ta-tion
[1006]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion.list_all' on page 1007 undefined on input line 1072
95.


Underfull \hbox (badness 6978) in paragraph at lines 107302--107304
\T1/txtt/m/n/10 LLMBlueprint <datarobot.models.genai.LLMBlueprint \T1/qtm/m/n/1
0 llm_setting pa-ram-e-ter now

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
[]\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in
-clud-ing the new \T1/txtt/m/n/10 CredentialTypes.

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
\T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a
tion helper :meth:\T1/txtt/m/n/10 Credential.

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
\T1/txtt/m/n/10 create_external_oauth_provider<datarobot.models.credential.Cred
ential.

LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger' on page 1007 undefined on input line 107332.

[1007]

LaTeX Warning: Hyper reference `insights:datarobot.insights.RocCurve' on page 1
008 undefined on input line 107345.


LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 
1008 undefined on input line 107345.


LaTeX Warning: Hyper reference `insights:datarobot.insights.Residuals' on page 
1008 undefined on input line 107345.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplate' on page 1008 undefined on input line 107361.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion' on page 1008 undefined on input line 107365.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.DedupeRowsOperation' on page 1008 undefined on input line 107389.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.FindAndReplaceOperation' on page 1008 undefined on input line 107393.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.LimitSamplingOperation' on page 1008 undefined on input line 107397.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.TableSampleSamplingOperation' on page 1008 undefined on input line 107401.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput.from_dataset' on page 1008 undefined on input line 107405.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.AggregationOperation' on page 1008 undefined on input line 107409.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.JoinOperation' on page 1008 undefined on input line 107413.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion.to_fstring' on page 1008 undefined on input line 10
7428.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights.list' on page 1008 undefined on input line 107436.


Underfull \hbox (badness 10000) in paragraph at lines 107435--107437
[]\T1/qtm/m/n/10 Up-dated \T1/txtt/m/sl/10 MetricInsights.list \T1/qtm/m/n/10 t
o add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types_only\T1
/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.RandomDownsamplingOperation' on page 1008 undefined on input line 107444.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe_operatio
n.SmartDownsamplingOperation' on page 1008 undefined on input line 107444.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplateVersion.create' on page 1008 undefined on input line 107452
.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tem
plate.PromptTemplate.create_version' on page 1008 undefined on input line 10745
2.


Underfull \hbox (badness 7081) in paragraph at lines 107451--107453
[]\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op-
tional in \T1/txtt/m/sl/10 PromptTemplateVersion.create \T1/qtm/m/n/10 and \T1/
txtt/m/sl/10 PromptTemplate.
[1008]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 1009 undefined on input line 107461.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 1009 undefined on input line 107465.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipePr
eview' on page 1009 undefined on input line 107498.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipePr
eview' on page 1009 undefined on input line 107498.


Underfull \hbox (badness 10000) in paragraph at lines 107505--107507
[]\T1/qtm/m/n/10 Added op-tional \T1/txtt/m/n/10 trace_id \T1/qtm/m/n/10 and \T
1/txtt/m/n/10 span_id \T1/qtm/m/n/10 to \T1/txtt/m/n/10 OtelLogEntry <datarobot
.models.otel.logs.

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.f
rom_dataset' on page 1009 undefined on input line 107510.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.f
rom_dataset' on page 1009 undefined on input line 107540.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.f
rom_data_store' on page 1009 undefined on input line 107540.


Underfull \hbox (badness 10000) in paragraph at lines 107539--107541
[]\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods \T1/
txtt/m/sl/10 Recipe.from_dataset \T1/qtm/m/n/10 and \T1/txtt/m/sl/10 Recipe.

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.RecipeDa
tasetInput' on page 1009 undefined on input line 107544.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.JDBCTabl
eDataSourceInput' on page 1009 undefined on input line 107544.


Underfull \hbox (badness 10000) in paragraph at lines 107543--107545
[]\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla
sses \T1/txtt/m/sl/10 RecipeDatasetInput \T1/qtm/m/n/10 and
[1009]

LaTeX Warning: Hyper reference `custom-applications:datarobot.CustomApplication
' on page 1010 undefined on input line 107562.


LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl
icationSource' on page 1010 undefined on input line 107566.


LaTeX Warning: Hyper reference `client-setup:datarobot.rest.RESTClientObject' o
n page 1010 undefined on input line 107591.


Underfull \hbox (badness 8038) in paragraph at lines 107635--107637
[]\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to
 ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10
 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and
[1010]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.llm
_blueprint.VectorDatabaseSettings' on page 1011 undefined on input line 107672.



Underfull \hbox (badness 10000) in paragraph at lines 107671--107673
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \
T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n
/10 to

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.add' on page 1011 u
ndefined on input line 107680.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.remove' on page 101
1 undefined on input line 107680.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.advanced_tuni
ng.GridSearchArguments' on page 1011 undefined on input line 107684.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.temp
late.ModerationTemplate' on page 1011 undefined on input line 107696.


LaTeX Warning: Hyper reference `api-object:datarobot.models.api_object.APIObjec
t' on page 1011 undefined on input line 107700.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_metric_aggregation.EvaluationDatasetMetricAggregation' on page 1011 unde
fined on input line 107713.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.enums.ModerationGuardO
otbType' on page 1011 undefined on input line 107721.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.temp
late.ModerationTemplate' on page 1011 undefined on input line 107725.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.over
all.OverallModerationConfig' on page 1011 undefined on input line 107729.

[1011]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.deploy' on page 1012 undefined on input line 107767
.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.register_custom_model' on page 1012 undefined on input li
ne 107771.


Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_
default_prediction_server_id\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t
xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n
/10 vector_database_replicas\T1/qtm/m/n/10 , and

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to \T1/txt
t/m/sl/10 LLMBlueprint.register_custom_model \T1/qtm/m/n/10 to al-low

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.update_connected' on page 1012 undefined on input l
ine 107783.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook' on page 1012 undefined on input line 107795.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook.run_as_job' on page 1012 undefined on input line 107795.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook.is_finished_executing' on page 1012 undefined on input line 107799.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.scheduled_
job.NotebookScheduledJob.cancel' on page 1012 undefined on input line 107807.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.scheduled_
job.NotebookScheduledJob.list' on page 1012 undefined on input line 107811.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook.list_schedules' on page 1012 undefined on input line 107815.

[1012]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.continu
e_incremental_learning_from_incremental_model' on page 1013 undefined on input 
line 107914.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.start_i
ncremental_learning_from_sample' on page 1013 undefined on input line 107918.


Overfull \hbox (1.54404pt too wide) in paragraph at lines 107917--107919
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_
id \T1/qtm/m/n/10 in \T1/txtt/m/sl/10 Model.start_incremental_learning_from_sam
ple

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_recipe' on page 1013 undefined on input line 107930.


LaTeX Warning: Hyper reference `client-setup:datarobot.client.Client' on page 1
013 undefined on input line 107939.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 1013 undefined on input line 107943.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.ootb_metric_
configuration.PlaygroundOOTBMetricConfiguration.create' on page 1013 undefined 
on input line 107947.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights.list' on page 1013 undefined on input line 107955.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.create' on page 1013 undefined on input line 107963
.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.create' on page 1013 undefined on input line 107967
.


Underfull \hbox (badness 10000) in paragraph at lines 107966--107968
[]\T1/qtm/m/n/10 Ex-tended \T1/txtt/m/sl/10 VectorDatabase.create \T1/qtm/m/n/1
0 to sup-port an ad-di-tional meta-data dataset via in-put params

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.update' on page 1013 undefined on input line 107971
.

[1013]

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.download_text_and_embeddings_asset' on page 1014 un
defined on input line 107975.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 1014 undefined on input line 107983.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment.cr
eate' on page 1014 undefined on input line 107987.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment.cr
eate' on page 1014 undefined on input line 107991.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 1014 undefined on input line 107995.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.ootb_metric_
configuration.PlaygroundOOTBMetricConfiguration.create' on page 1014 undefined 
on input line 108004.


Underfull \hbox (badness 10000) in paragraph at lines 108003--108005
[]\T1/qtm/m/n/10 Fixed \T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.creat
e \T1/qtm/m/n/10 by us-ing the right pay-load for

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_configuration.EvaluationDatasetConfiguration.create' on page 1014 undefi
ned on input line 108012.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights' on page 1014 undefined on input line 108021.


Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
[]\T1/txtt/m/n/10 Deployment.create_from_learning_model <datarobot.models.deplo
yment.Deployment.

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/txtt/m/n/10 RegisteredModelVersion.create_for_leaderboard_item <datarobot.m
odels.model_registry.

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/txtt/m/n/10 registered_model_version.RegisteredModelVersion.create_for_lead
erboard_item>\T1/qtm/m/n/10 , then

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/qtm/m/n/10 cre-ate a de-ploy-ment with \T1/txtt/m/n/10 Deployment.create_fr
om_registered_model_version <datarobot.
[1014]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_retraining_settings' on page 1015 undefined on input line 108079.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_retraining_settings' on page 1015 undefined on input line 108083.


LaTeX Warning: Hyper reference `client-setup:datarobot.rest.RESTClientObject' o
n page 1015 undefined on input line 108087.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_accuracy_metrics_settings' on page 1015 undefined on input line 108095.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_accuracy_metrics_settings' on page 1015 undefined on input line 10809
9.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverSpace' on page 1015 undefined on input line 10
8103.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.get_values_over_space' on page 1015 undefined on input 
line 108107.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.enums.Compli
anceDocTemplateProjectType' on page 1015 undefined on input line 108111.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 1015 undefined on input line 
108115.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.get_default' on page 1015 undefined on
 input line 108119.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.create' on page 1015 undefined on inpu
t line 108123.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.create_from_json_file' on page 1015 un
defined on input line 108127.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.update' on page 1015 undefined on inpu
t line 108131.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate.list' on page 1015 undefined on input 
line 108135.


LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 
1015 undefined on input line 108147.


LaTeX Warning: Hyper reference `insights:datarobot.insights.RocCurve' on page 1
015 undefined on input line 108151.


LaTeX Warning: Hyper reference `insights:datarobot.insights.Residuals' on page 
1015 undefined on input line 108155.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_r
ecipe' on page 1015 undefined on input line 108159.


Underfull \hbox (badness 10000) in paragraph at lines 108178--108180
[]\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/
m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and

LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 1015 undefined on input line 108183.

[1015]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.create' on page 1016 undefined on input line 108187.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.sh
are' on page 1016 undefined on input line 108191.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.ge
t_access_list' on page 1016 undefined on input line 108195.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 1016 undefined on input line 108199.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_project' on page 1016 undefined on input line 108203.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment.sh
are' on page 1016 undefined on input line 108207.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment.ge
t_access_list' on page 1016 undefined on input line 108211.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.temp
late.ModerationTemplate' on page 1016 undefined on input line 108215.


LaTeX Warning: Hyper reference `application-templates:datarobot.models.custom_t
emplates.CustomTemplate' on page 1016 undefined on input line 108223.


Underfull \hbox (badness 10000) in paragraph at lines 108226--108228
[]\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta
r-get to in-clude pa-ram-e-ter: `fea-

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.start_i
ncremental_learning_from_sample' on page 1016 undefined on input line 108235.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.CustomModelVectorDatabaseValidation' on page 1016 undefined on inp
ut line 108239.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation' on page 1016 undefined on inpu
t line 108240.


Underfull \hbox (badness 10000) in paragraph at lines 108238--108241
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt
m/m/n/10 as the base class for

Underfull \hbox (badness 8151) in paragraph at lines 108238--108241
\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation \T1/qtm/m/n/10 and \T1/txt
t/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast,

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation.create' on page 1016 undefined 
on input line 108244.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation.update' on page 1016 undefined 
on input line 108244.


Underfull \hbox (badness 10000) in paragraph at lines 108243--108245
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1
/qtm/m/n/10 to \T1/txtt/m/sl/10 CustomModelLLMValidation.create \T1/qtm/m/n/10 
and

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 1016 undefined on input line 108248.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm.L
LMDefinition' on page 1016 undefined on input line 108252.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.share' on page 1016 undefined on input line 108261.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_shared_roles' on page 1016 undefined on input line 108261.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
onEnvironment' on page 1016 undefined on input line 108274.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.enums.Compli
anceDocTemplateType' on page 1016 undefined on input line 108278.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.enums.DataWranglingDia
lect' on page 1016 undefined on input line 108286.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_configuration.EvaluationDatasetConfiguration.list' on page 1016 undefine
d on input line 108290.

[1016]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights.copy_to_playground' on page 1017 undefined on input line 108
294.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tra
ce.PromptTrace' on page 1017 undefined on input line 108298.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.sidecar_mode
l_metric.SidecarModelMetricValidation.list' on page 1017 undefined on input lin
e 108302.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 1017 undefined on input line 108306.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.create' on page 1017 undefined on input line 108310.


Underfull \hbox (badness 10000) in paragraph at lines 108313--108315
[]\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu
stomModelLLMValidation.list\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 1017 undefined on input line 108318.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 1017 undefined on input line 108318.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation.create' on page 1017 undefined 
on input line 108327.


Underfull \hbox (badness 10000) in paragraph at lines 108326--108328
[]\T1/qtm/m/n/10 Method \T1/txtt/m/sl/10 CustomModelLLMValidation.create \T1/qt
m/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1/qtm/m/n
/10 and

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1017 undefined on input line 108336.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_lift_chart' on page 1017 undefined on input line 108340.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_lif
t_chart' on page 1017 undefined on input line 108344.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_lift_charts' on page 1017 undefined on input line 108348.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_roc_curve' on page 1017 undefined on input line 108352.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_roc
_curve' on page 1017 undefined on input line 108356.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_roc_curves' on page 1017 undefined on input line 108360.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_residuals_chart' on page 1017 undefined on input line 108364.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_res
iduals_chart' on page 1017 undefined on input line 108368.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_residuals_charts' on page 1017 undefined on input line 108372.

[1017]

LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook' on page 1018 undefined on input line 108435.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook' on page 1018 undefined on input line 108439.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook.create_revision' on page 1018 undefined on input line 108443.


LaTeX Warning: Hyper reference `gen-moderation:datarobot.models.moderation.temp
late.ModerationTemplate' on page 1018 undefined on input line 108447.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.scheduled_
job.NotebookScheduledJob.get_most_recent_run' on page 1018 undefined on input l
ine 108459.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N
otebook.execute' on page 1018 undefined on input line 108463.


LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_
environment.ExecutionEnvironment.assign_environment' on page 1018 undefined on 
input line 108467.


LaTeX Warning: Hyper reference `features:datarobot.models.ocr_job_resource.OCRJ
obResource' on page 1018 undefined on input line 108487.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_segment_attributes' on page 1018 undefined on input line 108499.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_segment_values' on page 1018 undefined on input line 108503.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument.list_all_available_document_types' on page
 1018 undefined on input line 108507.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_per_class_fairness_insights' on page 1018 undefined on input line 108511.


LaTeX Warning: Hyper reference `mlops_event:datarobot.mlops.events.MLOpsEvent' 
on page 1018 undefined on input line 108515.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_moderation_events' on page 1018 undefined on input line 108519.

[1018]

LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.DataQualityExport' on page 1019 undefined on input line 108537.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_data_quality_exports' on page 1019 undefined on input line 108537.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric' on page 1019 undefined on input line 108545.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.nemo_configu
ration.NemoConfiguration' on page 1019 undefined on input line 108549.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.nemo_configu
ration.NemoConfiguration.upsert' on page 1019 undefined on input line 108553.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.nemo_configu
ration.NemoConfiguration.get' on page 1019 undefined on input line 108557.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapDistributions' 
on page 1019 undefined on input line 108561.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.DocumentOption' on page 1019 undefined on input line 108565.



LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 1019 undefined on input line 108569.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 1019 undefined on input line 108573.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.cha
t_prompt.Citation' on page 1019 undefined on input line 108581.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.llm
_blueprint.VectorDatabaseSettings' on page 1019 undefined on input line 108585.



LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.cha
t_prompt.Citation' on page 1019 undefined on input line 108589.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 1019 undefined on input line 108593.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 1019 undefined on input line 108597.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.ChunkingParameters' on page 1019 undefined on input line 108601.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 1019 undefined on input line 108605.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration' on page 1019 undefined on input line 108609.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration.get' on page 1019 undefined on input line 10861
0.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration.list' on page 1019 undefined on input line 1086
11.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration.create' on page 1019 undefined on input line 10
8612.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration.update' on page 1019 undefined on input line 10
8613.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration.delete' on page 1019 undefined on input line 10
8614.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfigurationSupportedInsights' on page 1019 undefined on inp
ut line 108618.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfigurationSupportedInsights.list' on page 1019 undefined o
n input line 108619.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 1019 undefined on input line 108623.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult.get' on page 1019 undefined on input line 108624.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult.list' on page 1019 undefined on input line 108625.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult.create' on page 1019 undefined on input line 108626.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult.delete' on page 1019 undefined on input line 108627.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDatasetDict' on page 1019 undefined on input line 108631.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDatasetDict' on page 1019 undefined on input line 108635.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.DatasetEvaluationDict' on page 1019 undefined on input line 108639.

[1019]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.DatasetEvaluationDict' on page 1020 undefined on input line 108643.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.DatasetEvaluationRequestDict' on page 1020 undefined on input line 1
08647.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.InsightEvaluationResult' on page 1020 undefined on input line 108651.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.InsightEvaluationResult' on page 1020 undefined on input line 108655.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 1020 undefined on input line 108659.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 1020 undefined on input line 108663.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_res
ult.LLMTestResult' on page 1020 undefined on input line 108667.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.DatasetEvaluation' on page 1020 undefined on input line 108671.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfigurationSupportedInsights' on page 1020 undefined on inp
ut line 108675.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.NonOOTBDataset' on page 1020 undefined on input line 108679.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.NonOOTBDataset.list' on page 1020 undefined on input line 108680.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDataset' on page 1020 undefined on input line 108684.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDataset.list' on page 1020 undefined on input line 108685.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.prompt_tra
ce.TraceMetadata' on page 1020 undefined on input line 108689.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 1020 undefined on input line 108693.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.get_supported_retrieval_settings' on page 1020 unde
fined on input line 108694.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.submit_export_dataset_job' on page 1020 undefined o
n input line 108695.


Underfull \hbox (badness 10000) in paragraph at lines 108692--108696
[]\T1/qtm/m/n/10 Add new at-tributes to \T1/txtt/m/sl/10 VectorDatabase\T1/qtm/
m/n/10 : \T1/txtt/m/n/10 parent_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 family_id\T1
/qtm/m/n/10 , \T1/txtt/m/n/10 metadata_columns\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 108692--108696
\T1/txtt/m/n/10 added_dataset_ids\T1/qtm/m/n/10 , \T1/txtt/m/n/10 added_dataset
_names\T1/qtm/m/n/10 , and\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 version\TS1/qtm/m/n/1
0 `\T1/qtm/m/n/10 . \T1/txtt/m/sl/10 VectorDatabase.

Underfull \hbox (badness 5578) in paragraph at lines 108692--108696
\T1/txtt/m/sl/10 get_supported_retrieval_settings \T1/qtm/m/n/10 to re-trieve s
up-ported re-trieval set-tings. \T1/txtt/m/sl/10 VectorDatabase.

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.create' on page 1020 undefined on input line 108699
.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.SupportedRetrievalSetting' on page 1020 undefined on input line 10
8707.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabaseDatasetExportJob' on page 1020 undefined on input li
ne 108711.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.cost_metric_
configurations.CostMetricConfiguration' on page 1020 undefined on input line 10
8715.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.cost_metric_
configurations.CostMetricConfiguration' on page 1020 undefined on input line 10
8719.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights' on page 1020 undefined on input line 108730.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights.list' on page 1020 undefined on input line 108731.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.metric_insig
hts.MetricInsights.copy_to_playground' on page 1020 undefined on input line 108
732.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.ootb_metric_
configuration.PlaygroundOOTBMetricConfiguration' on page 1020 undefined on inpu
t line 108738.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_metric_aggregation.EvaluationDatasetMetricAggregation' on page 1020 unde
fined on input line 108742.


Underfull \hbox (badness 10000) in paragraph at lines 108741--108743
[]\T1/qtm/m/n/10 Up-dated the schema for \T1/txtt/m/sl/10 EvaluationDatasetMetr
icAggregation \T1/qtm/m/n/10 to in-clude the new at-tributes

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_metric_aggregation.EvaluationDatasetMetricAggregation.list' on page 1020
 undefined on input line 108746.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDataset' on page 1020 undefined on input line 108750.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.OOTBDatasetDict' on page 1020 undefined on input line 108754.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.llm_test_con
figuration.LLMTestConfiguration' on page 1020 undefined on input line 108758.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.sidecar_mode
l_metric.SidecarModelMetricValidation.create' on page 1020 undefined on input l
ine 108762.


LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.nemo_configu
ration.NemoConfiguration' on page 1020 undefined on input line 108766.

[1020]

LaTeX Warning: Hyper reference `gen-testing:datarobot.models.genai.evaluation_d
ataset_configuration.EvaluationDatasetConfiguration' on page 1021 undefined on 
input line 108770.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_capabilities' on page 1021 undefined on input line 108787.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ataset' on page 1021 undefined on input line 108795.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapMatrix' on page
 1021 undefined on input line 108799.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapImpact' on page
 1021 undefined on input line 108799.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapPreview' on pag
e 1021 undefined on input line 108799.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground.create' on page 1021 undefined on input line 108803.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.register_custom_model' on page 1021 undefined on input li
ne 108807.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 1021 undefined on input line 108816.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.binary_da
ta_utils.get_encoded_file_contents_from_paths' on page 1021 undefined on input 
line 108820.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.binary_da
ta_utils.get_encoded_image_contents_from_paths' on page 1021 undefined on input
 line 108820.


Underfull \hbox (badness 10000) in paragraph at lines 108819--108821
[]\T1/qtm/m/n/10 Added the pa-ram-e-ter \T1/txtt/m/n/10 base_path \T1/qtm/m/n/1
0 to \T1/txtt/m/sl/10 get_encoded_file_contents_from_paths \T1/qtm/m/n/10 and

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1021 undefined on input line 108829.


LaTeX Warning: Hyper reference `blueprints:datarobot.enums.CustomTaskOutboundNe
tworkPolicy' on page 1021 undefined on input line 108834.


Underfull \hbox (badness 10000) in paragraph at lines 108828--108835
[]\T1/qtm/m/n/10 Fixed field in \T1/txtt/m/sl/10 CustomTaskVersion \T1/qtm/m/n/
10 for con-trol-ling net-work poli-cies. This is changed from

LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS
izeInfo' on page 1021 undefined on input line 108838.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument.list_available_document_types' on page 102
1 undefined on input line 108852.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument.list_all_available_document_types' on page
 1021 undefined on input line 108852.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_fairness_insights' on page 1021 undefined on input line 108856.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_per_class_fairness_insights' on page 1021 undefined on input line 108856.


Underfull \hbox (badness 10000) in paragraph at lines 108855--108857
[]\T1/qtm/m/n/10 Dep-re-cated \T1/txtt/m/sl/10 Model.request_fairness_insights\
T1/qtm/m/n/10 . Please use \T1/txtt/m/sl/10 Model.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_pri
me_eligibility' on page 1021 undefined on input line 108860.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_sup
ported_capabilities' on page 1021 undefined on input line 108864.

[1021]

LaTeX Warning: Hyper reference `blueprints:datarobot.enums.CustomTaskOutboundNe
tworkPolicy' on page 1022 undefined on input line 108876.


Underfull \hbox (badness 10000) in paragraph at lines 108875--108877
[]\T1/qtm/m/n/10 Re-named \T1/txtt/m/n/10 datarobot.enums.CustomTaskOutgoingNet
workPolicy \T1/qtm/m/n/10 to \T1/txtt/m/sl/10 datarobot.enums.

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.get_share
d_roles' on page 1022 undefined on input line 108884.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.share' on
 page 1022 undefined on input line 108888.


LaTeX Warning: Hyper reference `index:pysdk-api-reference' on page 1022 undefin
ed on input line 108910.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.refresh' on p
age 1022 undefined on input line 108914.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 1022
 undefined on input line 108918.


Overfull \hbox (27.38004pt too wide) in paragraph at lines 108937--108939
[]\T1/qtm/m/n/10 Up-dated the de-scrip-tion for the pa-ram-e-ter: `num-ber_of_i
ncremental_learning_iterations_before_best_model_selection'

Underfull \hbox (badness 10000) in paragraph at lines 108954--108964
\T1/qtm/m/n/10 -\T1/txtt/m/n/10 DatasetInfo \T1/qtm/m/n/10 -\T1/txtt/m/n/10 Dyn
amicDatasetProps \T1/qtm/m/n/10 -\T1/txtt/m/n/10 RowsChunkDefinition \T1/qtm/m/
n/10 -\T1/txtt/m/n/10 FeaturesChunkDefinition \T1/qtm/m/n/10 -

Overfull \hbox (74.87483pt too wide) in paragraph at lines 108966--108968
[]\T1/qtm/m/n/10 Added new method \T1/txtt/m/n/10 update \T1/qtm/m/n/10 to {cla
ss}\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 ChunkDefinition <datarobot._experimental.mod
els.chunking_service_v2.ChunkDefinition> 

Underfull \hbox (badness 10000) in paragraph at lines 108974--108977
[]\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template
.user_flow_template
[1022]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 1023 undefined on input line 108986.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation' on page 1023 undefined on inpu
t line 109006.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 1023 undefined on input line 109010.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricTemplate' on page 1023 undefined on input line 109
014.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricTemplate.get' on page 1023 undefined on input line
 109015.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricTemplate.list' on page 1023 undefined on input lin
e 109016.


Underfull \hbox (badness 10000) in paragraph at lines 109013--109017
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/sl/10 HostedCustomMetricTemplate 
\T1/qtm/m/n/10 for hosted cus-tom met-rics tem-

Underfull \hbox (badness 10000) in paragraph at lines 109013--109017
\T1/qtm/m/n/10 plates. \T1/txtt/m/sl/10 HostedCustomMetricTemplate.get \T1/qtm/
m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
Job.create_from_custom_metric_gallery_template' on page 1023 undefined on input
 line 109020.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric' on page 1023 undefined on input line 109024.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric.list' on page 1023 undefined on input line 109025
.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric.update' on page 1023 undefined on input line 1090
26.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric.delete' on page 1023 undefined on input line 1090
27.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric.create_from_custom_job' on page 1023 undefined on
 input line 109028.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetric.create_from_template' on page 1023 undefined on i
nput line 109029.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint' on page 1023 undefined on input line 10
9035.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint.get' on page 1023 undefined on input lin
e 109036.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint.create' on page 1023 undefined on input 
line 109037.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.HostedCustomMetricBlueprint.update' on page 1023 undefined on input 
line 109038.


Underfull \hbox (badness 10000) in paragraph at lines 109035--109039
\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.get \T1/qtm/m/n/10 to get a hosted
 cus-tom met-ric blueprint.

Underfull \hbox (badness 10000) in paragraph at lines 109035--109039
\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.create \T1/qtm/m/n/10 to cre-ate a
 hosted cus-tom met-ric blueprint.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
Job.create_from_custom_metric_gallery_template' on page 1023 undefined on input
 line 109044.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
JobSchedule' on page 1023 undefined on input line 109048.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
JobSchedule.create' on page 1023 undefined on input line 109049.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
JobSchedule.update' on page 1023 undefined on input line 109050.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
JobSchedule.delete' on page 1023 undefined on input line 109051.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.custom_model_ver
sion.RuntimeParameter' on page 1023 undefined on input line 109057.


Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 EvaluationDatasetConfigurati
on <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 genai.evaluation_dataset_configuration.EvaluationDatasetConfigu
ration> \T1/qtm/m/n/10 for con-fig-u-ra-

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset
Configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 get> \T1/qtm/m/n/10 to get an eval-u-a-tion dataset con-fig-u-r
a-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 list <datarobot._experimental.models.genai.evaluation_dataset_c
onfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.list> \T1/qtm/m/n/10 to list the
 eval-u-a-tion dataset con-fig-u-ra-tions for

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/qtm/m/n/10 a Use Case. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.creat
e <datarobot._experimental.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset
Configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate an eval-u-a-tion dataset con-
fig-u-ra-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 update <datarobot._experimental.models.genai.evaluation_dataset
_configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.update> \T1/qtm/m/n/10 to up-dat
e an eval-u-a-tion dataset con-fig-u-ra-tion.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.delete <datarobot._experimental.
models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 evaluation_dataset_configuration.EvaluationDatasetConfiguration
.delete> \T1/qtm/m/n/10 to delete an
[1023]
Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe
tricAggregation>

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/qtm/m/n/10 for met-ric ag-gre-ga-tion re-sults. \T1/txtt/m/n/10 EvaluationD
atasetMetricAggregation.list

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric
_aggregation.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.list> \T1/qtm/m/n/10 to get 
the met-ric ag-gre-ga-tion re-sults.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.create <datarobot._experimen
tal.models.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe
tricAggregation.

Underfull \hbox (badness 5345) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate the met-ric ag-gre-ga-tion jo
b. \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.delete

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric
_aggregation.

Underfull \hbox (badness 10000) in paragraph at lines 109076--109079
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset <
datarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SidecarModelMetricValidation
 <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/txtt/m/n/10 genai.sidecar_model_metric.SidecarModelMetricValidation> \T1/qt
m/m/n/10 for side-car model met-ric val-i-

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.create <d
atarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/txtt/m/n/10 sidecar_model_metric.SidecarModelMetricValidation.create> \T1/q
tm/m/n/10 to cre-ate a side-car model

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 met-ric val-i-da-tion. \T1/txtt/m/n/10 SidecarModelMetricValidat
ion.list <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 val-i-da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.get
 <datarobot._experimental.models.genai.

Underfull \hbox (badness 5050) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 tion. \T1/txtt/m/n/10 SidecarModelMetricValidation.revalidate <d
atarobot._experimental.models.genai.

LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictionsIterator' on page 1024 undefined on input line 1
09121.

[1024]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_model_rec
ords' on page 1025 undefined on input line 109169.


Underfull \hbox (badness 10000) in paragraph at lines 109178--109180
[]\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/txtt/m/n/10 dr[]connector[]v1 \
T1/qtm/m/n/10 to \T1/txtt/m/n/10 DataStore <datarobot.models.DataStore> \T1/qtm
/m/n/10 and

LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.list' on 
page 1025 undefined on input line 109183.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapMatrix' on page
 1025 undefined on input line 109187.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapImpact' on page
 1025 undefined on input line 109187.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapPreview' on pag
e 1025 undefined on input line 109187.


Underfull \hbox (badness 10000) in paragraph at lines 109186--109188
[]\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 entity_type \T1/qtm/m
/n/10 to the \T1/txtt/m/n/10 compute \T1/qtm/m/n/10 and \T1/txtt/m/n/10 create 
\T1/qtm/m/n/10 meth-ods of the classes

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 1025 undefined on input line 109196.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.f
rom_data_store' on page 1025 undefined on input line 109197.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.r
etrieve_preview' on page 1025 undefined on input line 109198.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.s
et_inputs' on page 1025 undefined on input line 109199.


LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe.s
et_operations' on page 1025 undefined on input line 109200.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
1025 undefined on input line 109204.

[1025]

LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 1026 undefined on input line 109263.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm.L
LMDefinition' on page 1026 undefined on input line 109264.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 1026 undefined on input line 109265.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 1026 undefined on input line 109266.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 1026 undefined on input line 109267.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat' on page 1026 undefined on input line 109268.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 1026 undefined on input line 109269.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 1026 undefined on input line 109270.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.CustomModelVectorDatabaseValidation' on page 1026 undefined on inp
ut line 109271.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation' on page 1026 undefined on inpu
t line 109272.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.user_limit
s.UserLimits' on page 1026 undefined on input line 109273.


Underfull \hbox (badness 10000) in paragraph at lines 109276--109280
[]\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta
r-get to in-clude new pa-ram-e-ter:
[1026]

LaTeX Warning: Hyper reference `custom-models:datarobot.models.custom_model_ver
sion.RuntimeParameter' on page 1027 undefined on input line 109353.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1027 undefined on input line 109353.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.custom_model_ver
sion.RuntimeParameterValue' on page 1027 undefined on input line 109357.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1027 undefined on input line 109357.


Underfull \hbox (badness 10000) in paragraph at lines 109356--109358
[]\T1/txtt/m/sl/10 RuntimeParameterValue \T1/qtm/m/n/10 to de-fine run-time pa-
ram-e-ter over-ride value, to be as-signed to

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_model_rec
ords' on page 1027 undefined on input line 109367.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_models' o
n page 1027 undefined on input line 109368.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_model_rec
ords' on page 1027 undefined on input line 109368.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_lift_chart' on page 1027 undefined on input line 109382.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_lift_chart' on page 1027 undefined on input line 109386.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_roc_curve' on page 1027 undefined on input line 109390.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_roc_curve' on page 1027 undefined on input line 109394.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_feature_impact' on page 1027 undefined on input line 109398.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_impact' on page 1027 undefined on input line 109402.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_or_request_feature_impact' on page 1027 undefined on input line 109406.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_feature_effect' on page 1027 undefined on input line 109410.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect' on page 1027 undefined on input line 109414.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_or_request_feature_effect' on page 1027 undefined on input line 109418.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat
rix.create' on page 1027 undefined on input line 109422.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.perform_model_replace' on page 1027 undefined on input line 109426.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.replace_model' on page 1027 undefined on input line 109426.

[1027]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1028 undefined on input line 109430.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_with_leaderboard_model' on page 1028 undefined on input line 10943
4.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1028 undefined on input line 109435.


Underfull \hbox (badness 10000) in paragraph at lines 109433--109436
[]\T1/qtm/m/n/10 Added new pa-ram-e-ter \T1/txtt/m/n/10 prediction_threshold \T
1/qtm/m/n/10 to \T1/txtt/m/sl/10 BatchPredictionJob.

Underfull \hbox (badness 7344) in paragraph at lines 109433--109436
\T1/txtt/m/sl/10 score_with_leaderboard_model \T1/qtm/m/n/10 and \T1/txtt/m/sl/
10 BatchPredictionJob.score \T1/qtm/m/n/10 that au-to-mat-i-cally as-signs the

LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger' on page 1028 undefined on input line 109443.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.get' on page 1028 undefined on input line 109444.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.list' on page 1028 undefined on input line 109445.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.create' on page 1028 undefined on input line 109446.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.update' on page 1028 undefined on input line 109447.


LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c
hallenger.Challenger.delete' on page 1028 undefined on input line 109448.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_challenger_replay_settings' on page 1028 undefined on input line 109452.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_challengers' on page 1028 undefined on input line 109456.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_champion_model_package' on page 1028 undefined on input line 109460.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_prediction_data_exports' on page 1028 undefined on input line 109464.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_actuals_data_exports' on page 1028 undefined on input line 109468.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list_training_data_exports' on page 1028 undefined on input line 109472.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_health_settings' on page 1028 undefined on input line 109477.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_health_settings' on page 1028 undefined on input line 109478.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_default_health_settings' on page 1028 undefined on input line 109479.


Underfull \hbox (badness 10000) in paragraph at lines 109494--109496
[]\T1/qtm/m/n/10 Added new enum value to \T1/txtt/m/n/10 datarobot.enums.TARGET
_TYPE \T1/qtm/m/n/10 and \T1/txtt/m/n/10 datarobot.enums.

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric' on page 1028 undefined on input line 109503.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.get' on page 1028 undefined on input line 109504.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.list' on page 1028 undefined on input line 109505.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.create' on page 1028 undefined on input line 109506.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.update' on page 1028 undefined on input line 109507.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.delete' on page 1028 undefined on input line 109508.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.unset_baseline' on page 1028 undefined on input line 10
9509.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.submit_values' on page 1028 undefined on input line 109
510.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.submit_single_value' on page 1028 undefined on input li
ne 109511.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.submit_values_from_catalog' on page 1028 undefined on i
nput line 109512.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.get_values_over_time' on page 1028 undefined on input l
ine 109513.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.get_summary' on page 1028 undefined on input line 10951
4.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.get_values_over_batch' on page 1028 undefined on input 
line 109515.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetric.get_batch_summary' on page 1028 undefined on input line
 109516.

[1028]

LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverTime' on page 1029 undefined on input line 109
520.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricSummary' on page 1029 undefined on input line 109524.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricValuesOverBatch' on page 1029 undefined on input line 10
9528.


LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust
om_metrics.CustomMetricBatchSummary' on page 1029 undefined on input line 10953
2.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job.
Job' on page 1029 undefined on input line 109536.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.registry.job_
run.JobRun' on page 1029 undefined on input line 109536.


LaTeX Warning: Hyper reference `key_values:datarobot.models.key_values.KeyValue
' on page 1029 undefined on input line 109540.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport' on page 1029 undefined on input line 109544.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport.get' on page 1029 undefined on input line 10954
5.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport.list' on page 1029 undefined on input line 1095
46.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport.create' on page 1029 undefined on input line 10
9547.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.PredictionDataExport.fetch_data' on page 1029 undefined on input lin
e 109548.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport' on page 1029 undefined on input line 109552.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport.get' on page 1029 undefined on input line 109553.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport.list' on page 1029 undefined on input line 109554.



LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport.create' on page 1029 undefined on input line 10955
5.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.ActualsDataExport.fetch_data' on page 1029 undefined on input line 1
09556.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport' on page 1029 undefined on input line 109560.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport.get' on page 1029 undefined on input line 109561.



LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport.list' on page 1029 undefined on input line 109562
.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport.create' on page 1029 undefined on input line 1095
63.


LaTeX Warning: Hyper reference `data-exploration:datarobot.models.deployment.da
ta_exports.TrainingDataExport.fetch_data' on page 1029 undefined on input line 
109564.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_clean' on page 1029 undefined on input line 109568.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_from_previous' on page 1029 undefined on input line 109572.


Underfull \hbox (badness 10000) in paragraph at lines 109571--109573
[]\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 base_environment_vers
ion_id \T1/qtm/m/n/10 to \T1/txtt/m/sl/10 CustomModelVersion.

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 PromptTrace <datarobot._expe
rimental.models.genai.prompt_trace.

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
\T1/txtt/m/n/10 list <datarobot._experimental.models.genai.prompt_trace.PromptT
race.list> \T1/qtm/m/n/10 to list

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
\T1/txtt/m/n/10 _experimental.models.genai.prompt_trace.PromptTrace.export_to_a
i_catalog> \T1/qtm/m/n/10 to ex-port

Underfull \hbox (badness 10000) in paragraph at lines 109581--109584
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 InsightsConfiguration <datar
obot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109586--109590
\T1/txtt/m/n/10 models.genai.insights_configuration.Insights.get> \T1/qtm/m/n/1
0 to get the cur-rent in-sights con-fig-

Underfull \hbox (badness 10000) in paragraph at lines 109586--109590
\T1/qtm/m/n/10 u-ra-tion for a play-ground. \T1/txtt/m/n/10 Insights.create <da
tarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/txtt/m/n/10 models.genai.cost_metric_configurations.CostMetricConfiguration
.get> \T1/qtm/m/n/10 to get the cost

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 met-ric con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfigurati
on.create <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.updat
e <datarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/txtt/m/n/10 cost_metric_configurations.CostMetricConfiguration.update> \T1/
qtm/m/n/10 to up-date the cost met-ric

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.delet
e <datarobot._experimental.models.genai.
[1029]
Underfull \hbox (badness 10000) in paragraph at lines 109600--109602
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 LLMCostConfiguration <dataro
bot._experimental.models.genai.

LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapMatrix' on page
 1030 undefined on input line 109605.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapImpact' on page
 1030 undefined on input line 109605.


LaTeX Warning: Hyper reference `insights:datarobot.insights.ShapPreview' on pag
e 1030 undefined on input line 109605.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.get_uri' on page 10
30 undefined on input line 109638.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase.open_in_browser' on
 page 1030 undefined on input line 109642.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_url' on page 1030 undefined on input line 109651.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 1030 undefined on input line 109656.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job.get_result_when_compl
ete' on page 1030 undefined on input line 109661.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 1030 undefined on input line 109662.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 1030 undefined on input line 109662.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_as_d
ataframe' on page 1030 undefined on input line 109667.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.list' on page 1030 undefined on input line 109676.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.list' on page 1030 undefined on input line 109682.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.validate_replacement_model' on page 1030 undefined on input line 109688.

[1030]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_models' o
n page 1031 undefined on input line 109706.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_model_rec
ords' on page 1031 undefined on input line 109706.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.list' on page 1031 undefined on input line 109710.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.validate_replacement_model' on page 1031 undefined on input line 109715.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.replace_model' on page 1031 undefined on input line 109719.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.perform_model_replace' on page 1031 undefined on input line 109720.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.as
sign_training_data' on page 1031 undefined on input line 109724.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_clean' on page 1031 undefined on input line 109725.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_from_previous' on page 1031 undefined on input line 109725.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation' on page 1031 undefined on input line 
109743.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation' on page 1031 undefined on input line 
109751.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 1031 undefined on input line 109755.


Underfull \hbox (badness 10000) in paragraph at lines 109758--109760
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 custom_model_embedding_validations \T1/q
tm/m/n/10 to \T1/txtt/m/n/10 SupportedEmbeddings <datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 109762--109764
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 embedding_validation_id \T1/qtm/m/n/10 a
nd \T1/txtt/m/n/10 is_separator_regex \T1/qtm/m/n/10 to \T1/txtt/m/n/10 VectorD
atabase <datarobot.

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.list' on page 1031 undefined on input 
line 109771.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm.L
LMDefinition.list' on page 1031 undefined on input line 109779.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.list' on page 1031 undefined on input line 109784.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.list' on page 1031 undefined on input line 109789.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.create' on page 1031 undefined on input line 109793.

[1031]
Underfull \hbox (badness 10000) in paragraph at lines 109796--109798
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter, \T1/txtt/m/n/10 feedback_result\
T1/qtm/m/n/10 , to \T1/txtt/m/n/10 ComparisonPrompt.update <datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 109796--109798
\T1/txtt/m/n/10 _experimental.models.genai.comparison_prompt.ComparisonPrompt.u
pdate>\T1/qtm/m/n/10 , to up-date a

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.update' on page 1032 undefined on input line 109801.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.list' on page 1032 undefined on input line 109806.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.enums.PromptType' on pa
ge 1032 undefined on input line 109811.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.create' on page 1032 undefined on input line 109815.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.enums.PromptType' on pa
ge 1032 undefined on input line 109816.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.update' on page 1032 undefined on input line 109820.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.enums.PromptType' on pa
ge 1032 undefined on input line 109821.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat' on page 1032 undefined on input line 109825.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat.get' on page 1032 undefined on input line 109826.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat.list' on page 1032 undefined on input line 109827.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat.create' on page 1032 undefined on input line 109828.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat.update' on page 1032 undefined on input line 109829.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_chat.ComparisonChat.delete' on page 1032 undefined on input line 109830.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.list' on page 1032 undefined on input line 109834.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.create' on page 1032 undefined on input line 109838.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat'
 on page 1032 undefined on input line 109846.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat.
get' on page 1032 undefined on input line 109847.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat.
list' on page 1032 undefined on input line 109848.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat.
create' on page 1032 undefined on input line 109849.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat.
update' on page 1032 undefined on input line 109850.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat.Chat.
delete' on page 1032 undefined on input line 109851.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion' on page 1032 undefined on input line 109855.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.user_limit
s.UserLimits' on page 1032 undefined on input line 109859.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.user_limit
s.UserLimits.get_llm_requests_count' on page 1032 undefined on input line 10986
0.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.user_limit
s.UserLimits.get_vector_database_count' on page 1032 undefined on input line 10
9861.


Underfull \hbox (badness 10000) in paragraph at lines 109864--109866
[]\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q
tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t
xtt/m/n/10 Notebook.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_impact' on page 1032 undefined on input line 109894.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.image_uti
ls.ImageOptions' on page 1032 undefined on input line 109906.

[1032]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
onEnvironment' on page 1033 undefined on input line 109926.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.creat
e_on_training_data' on page 1033 undefined on input line 109935.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el' on page 1033 undefined on input line 109939.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.get' on page 1033 undefined on input line 109940.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.list' on page 1033 undefined on input line 109941.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.archive' on page 1033 undefined on input line 109942.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.update' on page 1033 undefined on input line 109943.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.get_shared_roles' on page 1033 undefined on input line 109944.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.share' on page 1033 undefined on input line 109945.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.get_version' on page 1033 undefined on input line 109946.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.list_versions' on page 1033 undefined on input line 109947.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
el.list_associated_deployments' on page 1033 undefined on input line 109948.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion' on page 1033 undefined on input line 109952.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion.create_for_external' on page 1033 undefined on input line 109953.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion.list_associated_deployments' on page 1033 undefined on input line 109
954.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion.create_for_leaderboard_item' on page 1033 undefined on input line 109
955.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod
elVersion.create_for_custom_model_version' on page 1033 undefined on input line
 109956.


Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/txtt/m/sl/10 create_for_external \T1/qtm/m/n/10 to cre-ate a new reg-is-ter
ed model ver-sion from an ex-ter-nal model.

Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments \T1/qtm/m/n
/10 to list de-ploy-ments as-so-ci-ated with

Underfull \hbox (badness 7362) in paragraph at lines 109951--109957
\T1/qtm/m/n/10 a reg-is-tered model ver-sion. \T1/txtt/m/sl/10 RegisteredModelV
ersion.create_for_leaderboard_item \T1/qtm/m/n/10 to cre-

Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model.
 \T1/txtt/m/sl/10 RegisteredModelVersion.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.create_from_registered_model_version' on page 1033 undefined on input line 1
09960.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.download_model_package_file' on page 1033 undefined on input line 109964.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentThumbnail' on page 1033 undefined on input line 109969.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentPageFile' on page 1033 undefined on input line 109970.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentTextExtractionSample' on page 1033 undefined on input line 109975.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentTextExtractionSamplePage' on page 1033 undefined on input line 109976.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentTextExtractionSampleDocument' on page 1033 undefined on input line 10997
7.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1033 undefined on input line 109981.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_with_leaderboard_model' on page 1033 undefined on input line 10998
7.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.batch_job.In
takeSettings' on page 1033 undefined on input line 109991.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.batch_job.Ou
tputSettings' on page 1033 undefined on input line 109991.


Underfull \hbox (badness 10000) in paragraph at lines 109994--109996
[]\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_v
s_actuals_over_time <datarobot.models.
[1033]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 1034 undefined on input line 110004.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.refresh' on p
age 1034 undefined on input line 110012.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.modify' 
on page 1034 undefined on input line 110016.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.refresh' on p
age 1034 undefined on input line 110029.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1034 undefined on input line 110030.


Underfull \hbox (badness 10000) in paragraph at lines 110029--110031
\T1/qtm/m/n/10 All in-ter-ac-tions with \T1/txtt/m/n/10 Project.advanced_option
s \T1/qtm/m/n/10 should be ex-pected to be through the

LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase' on page 1034 undefined on input line 110041.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.get' on page 1034 undefined on input line 110042.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.list' on page 1034 undefined on input line 110043.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.create' on page 1034 undefined on input line 110044
.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.create_from_custom_model' on page 1034 undefined on
 input line 110045.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.update' on page 1034 undefined on input line 110046
.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.delete' on page 1034 undefined on input line 110047
.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.get_supported_embeddings' on page 1034 undefined on
 input line 110048.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.get_supported_text_chunkings' on page 1034 undefine
d on input line 110049.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.VectorDatabase.download_text_and_embeddings_asset' on page 1034 un
defined on input line 110050.


LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec
tor_database.CustomModelVectorDatabaseValidation' on page 1034 undefined on inp
ut line 110054.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.get' on page 1034 undefined on input l
ine 110055.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.get_by_values' on page 1034 undefined 
on input line 110056.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.revalidate' on page 1034 undefined on 
input line 110058.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground' on page 1034 undefined on input line 110062.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground.get' on page 1034 undefined on input line 110063.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground.list' on page 1034 undefined on input line 110064.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground.create' on page 1034 undefined on input line 110065.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground.update' on page 1034 undefined on input line 110066.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.playground
.Playground.delete' on page 1034 undefined on input line 110067.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm.L
LMDefinition' on page 1034 undefined on input line 110071.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm.L
LMDefinition.list' on page 1034 undefined on input line 110072.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint' on page 1034 undefined on input line 110076.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.get' on page 1034 undefined on input line 110077.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.list' on page 1034 undefined on input line 110078.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.create' on page 1034 undefined on input line 110079.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.create_from_llm_blueprint' on page 1034 undefined on inpu
t line 110080.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.update' on page 1034 undefined on input line 110081.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.delete' on page 1034 undefined on input line 110082.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt' on page 1034 undefined on input line 110086.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.get' on page 1034 undefined on input line 110087.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.list' on page 1034 undefined on input line 110088.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.create' on page 1034 undefined on input line 110089.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.delete' on page 1034 undefined on input line 110090.

[1034]

LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_llm_validation.CustomModelLLMValidation' on page 1035 undefined on inpu
t line 110094.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.get' on page 1035 undefined on input l
ine 110095.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.get_by_values' on page 1035 undefined 
on input line 110096.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.revalidate' on page 1035 undefined on 
input line 110098.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt' on page 1035 undefined on input line 110102.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.get' on page 1035 undefined on input line 110103.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.list' on page 1035 undefined on input line 110104.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.create' on page 1035 undefined on input line 110105.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.update' on page 1035 undefined on input line 110106.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.comparison
_prompt.ComparisonPrompt.delete' on page 1035 undefined on input line 110107.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 1035 undef
ined on input line 110111.


LaTeX Warning: Hyper reference `gen-prompting:datarobot.models.genai.chat_promp
t.ChatPrompt.create_llm_blueprint' on page 1035 undefined on input line 110115.



LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.custo
m_model_validation.CustomModelValidation.delete' on page 1035 undefined on inpu
t line 110119.


LaTeX Warning: Hyper reference `gen-llm-generation:datarobot.models.genai.llm_b
lueprint.LLMBlueprint.register_custom_model' on page 1035 undefined on input li
ne 110123.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob.run' on page 1035 undefined on input line 110136.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob.get_status' on page 1035 undefined on input line 110137.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob.cancel' on page 1035 undefined on input line 110138.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob.download' on page 1035 undefined on input line 110139.


Underfull \hbox (badness 10000) in paragraph at lines 110134--110140
\T1/txtt/m/sl/10 run BatchMonitoringJob.get_status BatchMonitoringJob.cancel Ba
tchMonitoringJob.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.submit_actuals_from_catalog_async' on page 1035 undefined on input line 1101
43.


LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob' on pa
ge 1035 undefined on input line 110147.


LaTeX Warning: Hyper reference `projects:datarobot.models.JobStatusResult' on p
age 1035 undefined on input line 110151.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.datetim
e_partitioning_log_retrieve' on page 1035 undefined on input line 110155.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.datetim
e_partitioning_log_list' on page 1035 undefined on input line 110159.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.get_inp
ut_data' on page 1035 undefined on input line 110163.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.DatetimePartitioningId' on page 1035 undefined on input line 110167.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 1035 undefined on input line 110167.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_bias_and_fairness_settings' on page 1035 undefined on input line 110176.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_bias_and_fairness_settings' on page 1035 undefined on input line 1101
77.


LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 1035 undef
ined on input line 110181.


LaTeX Warning: Hyper reference `applications:datarobot.Application' on page 103
5 undefined on input line 110185.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1035 undefined on input line 110189.

[1035]

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob' on page 1036 undefined on input line 110193.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition' on page 1036 undefined on input line 110197.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.list' on page 1036 undefined on input line 110202.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.get' on page 1036 undefined on input line 110203.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.create' on page 1036 undefined on input line 110204.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.update' on page 1036 undefined on input line 110205.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.delete' on page 1036 undefined on input line 110206.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.run_on_schedule' on page 1036 undefined on input line 110207.


LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJobDefinition.run_once' on page 1036 undefined on input line 110208.


Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/qtm/m/n/10 and run_once \T1/txtt/m/sl/10 BatchMonitoringJobDefinition.list 
BatchMonitoringJobDefinition.

Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/txtt/m/sl/10 get BatchMonitoringJobDefinition.create BatchMonitoringJobDefi
nition.update

Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete BatchMonitoringJobDefiniti
on.run_on_schedule

LaTeX Warning: Hyper reference `batch-monitoring:datarobot.models.BatchMonitori
ngJob.get' on page 1036 undefined on input line 110213.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.list' on
 page 1036 undefined on input line 110218.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 1036 undefined on input line 110219.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_file' on page 1036 undefined on input line 110224.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_in_memory_data' on page 1036 undefined on input line 110225.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_url' on page 1036 undefined on input line 110226.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 1036 undefined on input line 110227.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_query_generator' on page 1036 undefined on input line 110228.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_p
roject' on page 1036 undefined on input line 110229.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create' on pa
ge 1036 undefined on input line 110230.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ata_source' on page 1036 undefined on input line 110231.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ataset' on page 1036 undefined on input line 110232.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_segmen
ted_project_from_clustering_model' on page 1036 undefined on input line 110233.



LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 1036 undefined on input line 110234.


Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 create_from_url Dataset.create_from_data_source Dataset.create
_from_query_generator

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 Dataset.create_project Project.create Project.create_from_data
_source Project.

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 create_from_dataset Project.create_segmented_project_from_clus
tering_model Project.

LaTeX Warning: Hyper reference `use-cases:datarobot.UseCase' on page 1036 undef
ined on input line 110238.


Underfull \hbox (badness 10000) in paragraph at lines 110263--110265
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via \T1/txtt/m/n/10 Client
(...)\T1/qtm/m/n/10 , then in-voke \T1/txtt/m/n/10 Client(...,

Underfull \hbox (badness 10000) in paragraph at lines 110267--110269
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via dr.config.yaml, then a
dd the prop-erty

Underfull \hbox (badness 10000) in paragraph at lines 110271--110273
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the
 env var

Underfull \hbox (badness 10000) in paragraph at lines 110280--110282
[]\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_o
ver_time <datarobot.models.Deployment.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.bias_and_fairness.FairnessScoresOverTime' on page 1036 undefined on input li
ne 110285.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_fairness_scores_over_time' on page 1036 undefined on input line 110289.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 1036 undefined on input line 110293.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1036
 undefined on input line 110297.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.custom_model_ver
sion.TrainingData' on page 1036 undefined on input line 110301.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1036 undefined on input line 110301.

[1036]

LaTeX Warning: Hyper reference `custom-models:datarobot.models.custom_model_ver
sion.HoldoutData' on page 1037 undefined on input line 110305.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1037 undefined on input line 110305.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_mod
el_blueprint_json' on page 1037 undefined on input line 110310.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint.get_json'
 on page 1037 undefined on input line 110311.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.update'
 on page 1037 undefined on input line 110315.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 1037 undefined on input line 110323.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 1037 undefined on input line 110324.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 1037 undefined on input line 110325.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_effect' on page 1037 undefined on input line 110326.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_lif
t_chart' on page 1037 undefined on input line 110327.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_lift_charts' on page 1037 undefined on input line 110328.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_res
iduals_chart' on page 1037 undefined on input line 110329.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_residuals_charts' on page 1037 undefined on input line 110330.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_lift_chart' on page 1037 undefined on input line 110331.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_residuals_chart' on page 1037 undefined on input line 110332.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_roc
_curve' on page 1037 undefined on input line 110333.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 1037 undefined on input line 110334.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 1037 undefined on input line 110335.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_impact' on page 1037 undefined on input line 110336.


Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
\T1/txtt/m/sl/10 request_feature_effect Model.get_or_request_feature_effect Mod
el.get_lift_chart

Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
\T1/txtt/m/sl/10 Model.get_all_lift_charts Model.get_residuals_chart Model.get_
all_residuals_charts

Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
\T1/txtt/m/sl/10 Model.request_lift_chart Model.request_residuals_chart Model.g
et_roc_curve Model.

LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1037 undefined on input line 110340.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.share' on
 page 1037 undefined on input line 110341.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1037 undefined on input line 110345.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.get_share
d_roles' on page 1037 undefined on input line 110346.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_roc_curve' on page 1037 undefined on input line 110350.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice'
 on page 1037 undefined on input line 110354.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice.
list' on page 1037 undefined on input line 110355.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice.
create' on page 1037 undefined on input line 110356.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice.
delete' on page 1037 undefined on input line 110357.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice.
request_size' on page 1037 undefined on input line 110358.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice.
get_size_info' on page 1037 undefined on input line 110359.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice.
get' on page 1037 undefined on input line 110360.


LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS
izeInfo' on page 1037 undefined on input line 110364.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_feature_impacts' on page 1037 undefined on input line 110368.


Underfull \hbox (badness 10000) in paragraph at lines 110367--110369
[]\T1/qtm/m/n/10 Added new method for re-triev-ing all avail-able fea-ture im-p
acts for the model \T1/txtt/m/sl/10 Model.

LaTeX Warning: Hyper reference `projects:datarobot.models.StatusCheckJob.get_re
sult_when_complete' on page 1037 undefined on input line 110372.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p
age 1037 undefined on input line 110392.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.get_a
ll_as_dataframe' on page 1037 undefined on input line 110392.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.get_r
ows' on page 1037 undefined on input line 110392.


Underfull \hbox (badness 10000) in paragraph at lines 110391--110393
\T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 a
nd \T1/txtt/m/sl/10 datarobot.PredictionExplanations.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_catalog' on page 1037 undefined on input line 110395.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_clean' on page 1037 undefined on input line 110412.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_from_previous' on page 1037 undefined on input line 110416.

[1037]

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.cr
eate' on page 1038 undefined on input line 110449.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.up
date' on page 1038 undefined on input line 110449.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_as_d
ataframe' on page 1038 undefined on input line 110458.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page
 1038 undefined on input line 110461.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.to_data
frame' on page 1038 undefined on input line 110481.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1038 undefined on input line 110485.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.AccuracyOverTime.get_as_dataframe' on page 1038 undefined on input line 1104
93.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1038 undefined on input line 110502.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect_metadata' on page 1038 undefined on input line 110516.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect_metadata' on page 1038 undefined on input line 110521.


Underfull \hbox (badness 10000) in paragraph at lines 110519--110522
[]\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee
n re-moved. Use \T1/txtt/m/sl/10 DatetimeModel.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 1038 undefined on input line 110526.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_feature_effect' on page 1038 undefined on input line 110531.


Underfull \hbox (badness 10000) in paragraph at lines 110529--110532
[]\T1/txtt/m/n/10 DatetimeModel.request_feature_fit \T1/qtm/m/n/10 has been re-
moved. Use \T1/txtt/m/sl/10 DatetimeModel.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 1038 undefined on input line 110536.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect' on page 1038 undefined on input line 110541.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_effect' on page 1038 undefined on input line 110546.


Underfull \hbox (badness 10000) in paragraph at lines 110544--110547
[]\T1/txtt/m/n/10 Model.get_or_request_feature_fit \T1/qtm/m/n/10 has been re-m
oved. Use \T1/txtt/m/sl/10 Model.
[1038]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_or_request_feature_effect' on page 1039 undefined on input line 110551.


Underfull \hbox (badness 10000) in paragraph at lines 110549--110552
[]\T1/txtt/m/n/10 DatetimeModel.get_or_request_feature_fit \T1/qtm/m/n/10 has b
een re-moved. Use \T1/txtt/m/sl/10 DatetimeModel.

LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
1039 undefined on input line 110555.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.sharing.SharingR
ole' on page 1039 undefined on input line 110555.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.share' on
 page 1039 undefined on input line 110556.


LaTeX Warning: Hyper reference `data-registry:datarobot.SharingAccess' on page 
1039 undefined on input line 110560.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore.get_share
d_roles' on page 1039 undefined on input line 110561.


Underfull \hbox (badness 10000) in paragraph at lines 110559--110562
[]\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing \T1/txt
t/m/sl/10 SharingAccess \T1/qtm/m/n/10 in-for-ma-tion. - \T1/txtt/m/n/10 DataSt
ore.

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.as
sign_training_data' on page 1039 undefined on input line 110565.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_clean' on page 1039 undefined on input line 110566.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_from_previous' on page 1039 undefined on input line 110566.

[1039]

LaTeX Warning: Hyper reference `data-wrangling:datarobot.models.recipe.Recipe' 
on page 1040 undefined on input line 110672.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.apply_time_series_data_prep_and_score' on page 1040 undefined on input l
ine 110702.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.apply_time_series_data_prep_and_score_to_file' on page 1040 undefined on
 input line 110703.


Underfull \hbox (badness 10000) in paragraph at lines 110701--110705
[]\T1/qtm/m/n/10 Added new meth-ods \T1/txtt/m/sl/10 BatchPredictionJob.apply_t
ime_series_data_prep_and_score \T1/qtm/m/n/10 and

Underfull \hbox (badness 7221) in paragraph at lines 110701--110705
\T1/txtt/m/sl/10 BatchPredictionJob.apply_time_series_data_prep_and_score_to_fi
le \T1/qtm/m/n/10 that ap-ply time se-ries

LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r.prepare_prediction_dataset' on page 1040 undefined on input line 110708.


LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r.prepare_prediction_dataset_from_catalog' on page 1040 undefined on input line
 110709.


Underfull \hbox (badness 10000) in paragraph at lines 110707--110712
[]\T1/qtm/m/n/10 Added new meth-ods \T1/txtt/m/sl/10 DataEngineQueryGenerator.p
repare_prediction_dataset \T1/qtm/m/n/10 and

Underfull \hbox (badness 7308) in paragraph at lines 110707--110712
\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_catal
og \T1/qtm/m/n/10 that ap-ply time se-ries

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ataset' on page 1040 undefined on input line 110715.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_segmen
ted_project_from_clustering_model' on page 1040 undefined on input line 110721.



LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.is_un
supervised_clustering_or_multiclass' on page 1040 undefined on input line 11072
7.


Underfull \hbox (badness 10000) in paragraph at lines 110738--110742
[]\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class
: \T1/txtt/m/n/10 ImageAugmentationList.list\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.is_mu
lticlass' on page 1040 undefined on input line 110759.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1040 undefined on input line 110763.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1040 undefined on input line 110767.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1040 undefined on input line 110771.

[1040]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_h
dfs' on page 1041 undefined on input line 110780.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat
e' on page 1041 undefined on input line 110784.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1041 undefined on input line 110792.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.to_spec
ification' on page 1041 undefined on input line 110810.


Underfull \hbox (badness 10000) in paragraph at lines 110809--110811
[]\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that set-ting \T1/tx
tt/m/n/10 use_backtest_start_end_format \T1/qtm/m/n/10 of

LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods
.Backtest.to_specification' on page 1041 undefined on input line 110814.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 1041 undefined on input line 110826.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_uri
' on page 1041 undefined on input line 110852.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.open_in
_browser' on page 1041 undefined on input line 110856.

[1041]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start_autopil
ot' on page 1042 undefined on input line 110884.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_impact' on page 1042 undefined on input line 110892.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_feature_impact' on page 1042 undefined on input line 110896.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_or_request_feature_impact' on page 1042 undefined on input line 110900.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 1042 undefined on input line 110906.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_uri' on p
age 1042 undefined on input line 110914.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_uri
' on page 1042 undefined on input line 110918.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_uri' on page 1042 undefined on input line 110922.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_uri'
 on page 1042 undefined on input line 110926.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.open_in_brows
er' on page 1042 undefined on input line 110936.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.open_in
_browser' on page 1042 undefined on input line 110940.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.open_in_browser' on page 1042 undefined on input line 110944.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.open_in_
browser' on page 1042 undefined on input line 110948.


LaTeX Warning: Hyper reference `client-setup:datarobot.rest.RESTClientObject.op
en_in_browser' on page 1042 undefined on input line 110954.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_featur
elist' on page 1042 undefined on input line 110958.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_featureli
st_by_name' on page 1042 undefined on input line 110984.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.upload' 
on page 1042 undefined on input line 110988.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 1042 undefined on input line 110992.

[1042]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1043 undefined on input line 111018.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_as_d
ataframe' on page 1043 undefined on input line 111018.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1043 undefined on input line 111022.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.share' o
n page 1043 undefined on input line 111022.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111026.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 1043 undefined on input line 111026.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition
ing_method' on page 1043 undefined on input line 111027.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_
partitioning' on page 1043 undefined on input line 111028.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111032.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_top_model
' on page 1043 undefined on input line 111032.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.predict_batch' on page 1043 undefined on input line 111036.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1043 undefined on input line 111036.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ata_source' on page 1043 undefined on input line 111040.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument.generate' on page 1043 undefined on input 
line 111044.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111048.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_dataset' 
on page 1043 undefined on input line 111048.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111052.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111058.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 1043 undefined on input line 111058.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111062.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_options' 
on page 1043 undefined on input line 111062.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1043 undefined on input line 111062.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1043
 undefined on input line 111066.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_options' 
on page 1043 undefined on input line 111066.


LaTeX Warning: Hyper reference `client-setup:datarobot.client.Client' on page 1
043 undefined on input line 111075.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_modeli
ng_featurelist' on page 1043 undefined on input line 111080.


Underfull \hbox (badness 10000) in paragraph at lines 111078--111081
[]\T1/qtm/m/n/10 Added sup-port for cre-at-ing mono-tonic fea-ture lists for ti
me se-ries projects. Set

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_adv
anced_tuning_parameters' on page 1043 undefined on input line 111084.


Underfull \hbox (badness 10000) in paragraph at lines 111083--111085
[]\T1/qtm/m/n/10 Added in-for-ma-tion about ver-tex to ad-vanced tun-ing pa-ram
-e-ters \T1/txtt/m/sl/10 datarobot.models.Model.

LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1043 undefined on input line 111088.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_options' 
on page 1043 undefined on input line 111088.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 1043 undefined on input line 111088.

[1043]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.list' on
 page 1044 undefined on input line 111097.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_catalog' on page 1044 undefined on input line 111109.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 1044 undefined on input line 111126.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_uri
' on page 1044 undefined on input line 111136.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.open_in
_browser' on page 1044 undefined on input line 111141.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_uri' on p
age 1044 undefined on input line 111146.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.open_in_brows
er' on page 1044 undefined on input line 111151.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 
1044 undefined on input line 111159.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint.from_data
' on page 1044 undefined on input line 111159.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 1044 undefined on input line 111163.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1044 undefined on input line 111167.


Underfull \hbox (badness 10000) in paragraph at lines 111166--111168
[]\T1/txtt/m/sl/10 CustomModelVersion\T1/qtm/m/n/10 's \T1/txtt/m/n/10 required
_metadata \T1/qtm/m/n/10 pa-ram-e-ter has been re-moved. Use

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1044 undefined on input line 111171.


Underfull \hbox (badness 10000) in paragraph at lines 111170--111172
[]\T1/txtt/m/sl/10 CustomTaskVersion\T1/qtm/m/n/10 's \T1/txtt/m/n/10 required_
metadata \T1/qtm/m/n/10 pa-ram-e-ter has been re-moved. Use

LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 1044
 undefined on input line 111175.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.from_data' on
 page 1044 undefined on input line 111175.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
1044 undefined on input line 111179.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist.from_data
' on page 1044 undefined on input line 111179.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 1044 undefined on input line 111183.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.from_da
ta' on page 1044 undefined on input line 111183.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1044
 undefined on input line 111187.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.from_data' on
 page 1044 undefined on input line 111187.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1044
 undefined on input line 111191.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1044
 undefined on input line 111195.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument' on page 1044 undefined on input line 1111
99.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1044 undefined on input line 111203.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.create_from_custom_model_version' on page 1044 undefined on input line 11120
3.


Underfull \hbox (badness 6364) in paragraph at lines 111202--111204
[]\T1/qtm/m/n/10 The \T1/txtt/m/sl/10 Deployment \T1/qtm/m/n/10 method \T1/txtt
/m/n/10 create_from_custom_model_image \T1/qtm/m/n/10 was re-moved. Use \T1/txt
t/m/sl/10 Deployment.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 1044 undefined on input line 111207.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get' on
 page 1044 undefined on input line 111211.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1044 undefined on input line 111215.

[1044]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m
odel' on page 1045 undefined on input line 111219.


LaTeX Warning: Hyper reference `client-setup:datarobot.client.client_configurat
ion' on page 1045 undefined on input line 111228.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentThumbnail' on page 1045 undefined on input line 111245.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentPageFile' on page 1045 undefined on input line 111249.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentTextExtractionSample' on page 1045 undefined on input line 111256.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentTextExtractionSamplePage' on page 1045 undefined on input line 111257.


LaTeX Warning: Hyper reference `features:datarobot.models.documentai.document.D
ocumentTextExtractionSampleDocument' on page 1045 undefined on input line 11125
8.


Underfull \hbox (badness 10000) in paragraph at lines 111254--111259
[]\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e
x-trac-tion sam-ples us-

Underfull \hbox (badness 10000) in paragraph at lines 111254--111259
\T1/qtm/m/n/10 ing: - \T1/txtt/m/sl/10 DocumentTextExtractionSample \T1/qtm/m/n
/10 - \T1/txtt/m/sl/10 DocumentTextExtractionSamplePage \T1/qtm/m/n/10 -

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1045 undefined on input line 111291.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.creat
e' on page 1045 undefined on input line 111298.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1045 undefined on input line 111300.


Underfull \hbox (badness 10000) in paragraph at lines 111296--111303
[]\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex-
pla-na-tions (\T1/txtt/m/n/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in

Underfull \hbox (badness 10000) in paragraph at lines 111296--111303
\T1/txtt/m/sl/10 PredictionExplanations.create\T1/qtm/m/n/10 ) as well as batch
 scor-ing (\T1/txtt/m/n/10 explanations_mode \T1/qtm/m/n/10 in

LaTeX Warning: Hyper reference `insights:datarobot.models.TopPredictionsMode' o
n page 1045 undefined on input line 111305.


LaTeX Warning: Hyper reference `insights:datarobot.models.ClassListMode' on pag
e 1045 undefined on input line 111309.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create_calendar
_from_dataset' on page 1045 undefined on input line 111315.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train_d
atetime' on page 1045 undefined on input line 111321.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.retrain' on page 1045 undefined on input line 111322.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel.set_segment_ch
ampion' on page 1045 undefined on input line 111327.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel' on page 1045 
undefined on input line 111332.

[1045]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_active_co
mbined_model' on page 1046 undefined on input line 111337.


LaTeX Warning: Hyper reference `insights:datarobot.models.ShapMatrix.get_as_dat
aframe' on page 1046 undefined on input line 111344.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_bias_miti
gated_models' on page 1046 undefined on input line 111349.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.apply_bias_mi
tigation' on page 1046 undefined on input line 111350.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.request_bias_
mitigation_feature_info' on page 1046 undefined on input line 111351.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_bias_miti
gation_feature_info' on page 1046 undefined on input line 111352.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 1046 undefined on input line 111358.


Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 - \T1/txtt/m/sl/10 Project.apply_bias_mitigation \T1/qtm/m/n/10 
- \T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 - \T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info \T1/
qtm/m/n/10 and by adding new bias mit-

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio
n_technique - in-

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is
t-ing method - \T1/txtt/m/sl/10 Project.start \T1/qtm/m/n/10 and

Underfull \hbox (badness 7256) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func-
tion-al-ity \T1/txtt/m/n/10 datarobot.enums.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1046 undefined on input line 111363.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.activate' on page 1046 undefined on input line 111367.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.deactivate' on page 1046 undefined on input line 111368.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.delete_monitoring_data' on page 1046 undefined on input line 111373.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1046 undefined on input line 111386.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_s3' on page 1046 undefined on input line 111390.

[1046]

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1047 undefined on input line 111474.


Underfull \hbox (badness 10000) in paragraph at lines 111473--111475
[]\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/txtt/m/n/10
 feature_derivation_window_end \T1/qtm/m/n/10 of \T1/txtt/m/sl/10 datarobot.

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1047 undefined on input line 111486.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_to_file' on page 1047 undefined on input line 111487.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1047 undefined on input line 111493.


Underfull \hbox (badness 10000) in paragraph at lines 111491--111494
[]\T1/qtm/m/n/10 Added the abil-ity to turn off su-per-vised fea-ture re-duc-ti
on for Time Se-ries projects. Op-tion

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_multiseri
es_names' on page 1047 undefined on input line 111502.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1047 undefined on input line 111507.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1047
 undefined on input line 111512.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.restart_segme
nt' on page 1047 undefined on input line 111517.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel' on page 1047 
undefined on input line 111523.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel.get' on page 1
047 undefined on input line 111528.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel.get_segments_i
nfo' on page 1047 undefined on input line 111532.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel.get_segments_a
s_dataframe' on page 1047 undefined on input line 111536.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel.get_segments_a
s_csv' on page 1047 undefined on input line 111540.


LaTeX Warning: Hyper reference `projects:datarobot.CombinedModel.set_segment_ch
ampion' on page 1047 undefined on input line 111544.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask' on page 10
47 undefined on input line 111553.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask.create' on 
page 1047 undefined on input line 111558.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask.list' on pa
ge 1047 undefined on input line 111562.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentationTask.get' on pag
e 1047 undefined on input line 111566.


LaTeX Warning: Hyper reference `projects:datarobot.SegmentInfo' on page 1047 un
defined on input line 111574.

[1047]

LaTeX Warning: Hyper reference `projects:datarobot.SegmentInfo.list' on page 10
48 undefined on input line 111580.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.binary_da
ta_utils.get_encoded_file_contents_from_urls' on page 1048 undefined on input l
ine 111637.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.binary_da
ta_utils.get_encoded_file_contents_from_paths' on page 1048 undefined on input 
line 111641.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.binary_da
ta_utils.get_encoded_image_contents_from_paths' on page 1048 undefined on input
 line 111645.


LaTeX Warning: Hyper reference `binary_data_helpers:datarobot.helpers.binary_da
ta_utils.get_encoded_image_contents_from_urls' on page 1048 undefined on input 
line 111649.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p
age 1048 undefined on input line 111662.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job.get_result_when_compl
ete' on page 1048 undefined on input line 111671.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p
age 1048 undefined on input line 111672.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_catalog' on page 1048 undefined on input line 111685.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_data_source' on page 1048 undefined on input line 111687.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 1048 undefined on input line 111695.

[1048]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effect' on page 1049 undefined on input line 111706.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effect' on page 1049 undefined on input line 111714.


Underfull \hbox (badness 10000) in paragraph at lines 111717--111719
[]\T1/txtt/m/n/10 DatetimeModel.get_feature_fit <datarobot.models.DatetimeModel
.

Underfull \hbox (badness 10000) in paragraph at lines 111743--111746
[]\T1/qtm/m/n/10 Dep-re-cat-ing sca-le-out pa-ram-e-ters for projects / mod-els
. In-cludes \T1/txtt/m/n/10 scaleout_modeling_mode\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint' on page 104
9 undefined on input line 111775.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1049 undefined on input line 111781.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.download_mult
icategorical_data_format_errors' on page 1049 undefined on input line 111787.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.get_access_list
' on page 1049 undefined on input line 111793.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.share' on page 
1049 undefined on input line 111797.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_query_generator' on page 1049 undefined on input line 111805.


LaTeX Warning: Hyper reference `blueprints:datarobot.UserBlueprint.create_from_
custom_task_version_id' on page 1049 undefined on input line 111811.


LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r' on page 1049 undefined on input line 111820.

[1049]

LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r.create' on page 1050 undefined on input line 111826.


LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r.get' on page 1050 undefined on input line 111830.


LaTeX Warning: Hyper reference `data-registry:datarobot.DataEngineQueryGenerato
r.create_dataset' on page 1050 undefined on input line 111834.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_catalog' on page 1050 undefined on input line 111846.


Underfull \hbox (badness 6268) in paragraph at lines 111844--111847
[]\T1/qtm/m/n/10 Added the abil-ity to up-load a pre-dic-tion dataset into a pr
oject from the AI cat-a-log \T1/txtt/m/sl/10 Project.

LaTeX Warning: Hyper reference `features:datarobot.models.restore_discarded_fea
tures.DiscardedFeaturesInfo' on page 1050 undefined on input line 111863.


LaTeX Warning: Hyper reference `features:datarobot.models.restore_discarded_fea
tures.DiscardedFeaturesInfo.retrieve' on page 1050 undefined on input line 1118
68.


LaTeX Warning: Hyper reference `features:datarobot.models.restore_discarded_fea
tures.DiscardedFeaturesInfo.restore' on page 1050 undefined on input line 11187
2.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.helpers.ClassMapping
AggregationSettings' on page 1050 undefined on input line 111881.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1050 undefined on input line 111882.


Underfull \hbox (badness 10000) in paragraph at lines 111879--111883
[]\T1/qtm/m/n/10 Added the abil-ity to con-trol class map-ping ag-gre-ga-tion i
n mul-ti-class projects via

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effects_multiclass' on page 1050 undefined on input line 111891.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_effects_multiclass' on page 1050 undefined on input line 111892.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_effects_multiclass' on page 1050 undefined on input line 111893
.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.request_feature_effects_multiclass' on page 1050 undefined on input line 11189
4.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_feature_effects_multiclass' on page 1050 undefined on input line 111895.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_or_request_feature_effects_multiclass' on page 1050 undefined on input lin
e 111896.


Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
[]\T1/qtm/m/n/10 Added the abil-ity to com-pute and re-trieve Fea-ture Ef-fects
 for a Mul-ti-class model us-

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/qtm/m/n/10 ing \T1/txtt/m/sl/10 datarobot.models.Model.request_feature_effe
cts_multiclass()\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 models.Model.get_feature_effects_multiclass() \T1/qtm/m/n/10 o
r \T1/txtt/m/sl/10 datarobot.models.Model.

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 get_or_request_feature_effects_multiclass() \T1/qtm/m/n/10 met
h-ods. For date-time mod-els use fol-low-

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/qtm/m/n/10 ing meth-ods \T1/txtt/m/sl/10 datarobot.models.DatetimeModel.req
uest_feature_effects_multiclass()\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 datarobot.models.DatetimeModel.get_feature_effects_multiclass(
) \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 datarobot.models.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1050 undefined on input line 111901.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_challenger_models_settings' on page 1050 undefined on input line 111906.



LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_challenger_models_settings' on page 1050 undefined on input line 1119
10.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1050 undefined on input line 111919.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_segment_analysis_settings' on page 1050 undefined on input line 111924.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_segment_analysis_settings' on page 1050 undefined on input line 11192
8.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1050 undefined on input line 111937.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_predictions_by_forecast_date_settings' on page 1050 undefined on input l
ine 111942.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_by_forecast_date_settings' on page 1050 undefined on inpu
t line 111946.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.create' on page 1050 undefined on input line 111955.

[1050]

LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion' on page 1051 undefined on input line 111960.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion.run_conversion' on page 1051 undefined on input line 111965.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion.stop_conversion' on page 1051 undefined on input line 111969.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion.get' on page 1051 undefined on input line 111973.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion.get_latest' on page 1051 undefined on input line 111977.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.CustomModelVersi
onConversion.list' on page 1051 undefined on input line 111981.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get' on page 
1051 undefined on input line 111994.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons.get_all_as_dataframe' on page 1051 undefined on input line 112019.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob.g
et_predictions' on page 1051 undefined on input line 112023.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job.get_result' on page 1
051 undefined on input line 112027.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1051 undefined on input line 112040.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1051 undefined on input line 112040.


Underfull \hbox (badness 10000) in paragraph at lines 112039--112042
[]\T1/qtm/m/n/10 fix \T1/txtt/m/sl/10 datarobot.CustomTaskVersion \T1/qtm/m/n/1
0 and \T1/txtt/m/sl/10 datarobot.CustomModelVersion \T1/qtm/m/n/10 to cor-rectl
y for-mat

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1051 undefined on input line 112045.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.create' on page 1051 undefined on input line 112054.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_lab
elwise_roc_curves' on page 1051 undefined on input line 112066.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_mul
tilabel_lift_charts' on page 1051 undefined on input line 112072.

[1051]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.validate_exte
rnal_time_series_baseline' on page 1052 undefined on input line 112102.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1052 undefined on input line 112103.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1052 undefined on input line 112111.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start_prepare
_model_for_deployment' on page 1052 undefined on input line 112117.


Underfull \hbox (badness 10000) in paragraph at lines 112115--112118
[]\T1/qtm/m/n/10 Added the abil-ity to re-quest a spe-cific model be pre-pared 
for de-ploy-ment us-ing \T1/txtt/m/sl/10 Project.

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask' on page 1052 u
ndefined on input line 112121.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1052 undefined on input line 112123.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.create' on page
 1052 undefined on input line 112130.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.copy' on page 1
052 undefined on input line 112134.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.update' on page
 1052 undefined on input line 112138.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.delete' on page
 1052 undefined on input line 112142.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.get' on page 10
52 undefined on input line 112152.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.list' on page 1
052 undefined on input line 112156.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.refresh' on pag
e 1052 undefined on input line 112160.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1052 undefined on input line 112167.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask' on page 1052 u
ndefined on input line 112167.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTask.download_latest
_version' on page 1052 undefined on input line 112170.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1052 undefined on input line 112182.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.create_c
lean' on page 1052 undefined on input line 112190.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.create_f
rom_previous' on page 1052 undefined on input line 112194.

[1052]

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.list' on
 page 1053 undefined on input line 112204.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.get' on 
page 1053 undefined on input line 112208.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.refresh'
 on page 1053 undefined on input line 112212.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.download
' on page 1053 undefined on input line 112220.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion.update' 
on page 1053 undefined on input line 112225.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_pandas' on page 1053 undefined on input line 112235.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.create' on page 1053 undefined on input line 112240.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons.get_all_as_dataframe' on page 1053 undefined on input line 112251.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob.g
et_predictions' on page 1053 undefined on input line 112255.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job.get_result' on page 1
053 undefined on input line 112259.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_url' on page 1053 undefined on input line 112269.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_in_memory_data' on page 1053 undefined on input line 112273.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 1053 undefined on input line 112277.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_in_memory_data' on page 1053 undefined on input line 112281.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_url' on page 1053 undefined on input line 112285.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_data_source' on page 1053 undefined on input line 112289.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get' on
 page 1053 undefined on input line 112302.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation.get_model' on page 1053 undefined on input line 112304.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_impact' on page 1053 undefined on input line 112310.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.create' on page 1053 undefined on input line 112318.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 1053 undefined on input line 112324.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 1053 undefined on input line 112328.


LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1053 undefined on input line 112332.

[1053]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 1054 undefined on input line 112341.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1054 undefined on input line 112342.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start_autopil
ot' on page 1054 undefined on input line 112346.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1054 undefined on input line 112357.


Underfull \hbox (badness 10000) in paragraph at lines 112356--112359
[]\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty
 of \T1/txtt/m/sl/10 datarobot.CustomModelVersion \T1/qtm/m/n/10 has been dep-r
e-cated.

LaTeX Warning: Hyper reference `blueprints:datarobot.CustomTaskVersion' on page
 1054 undefined on input line 112362.


Underfull \hbox (badness 10000) in paragraph at lines 112361--112364
[]\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty
 of \T1/txtt/m/sl/10 datarobot.CustomTaskVersion \T1/qtm/m/n/10 has been dep-re
-cated.

LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord' on page 1054 undefined on input line 112404.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentPredictionsPreview' on page 1054 undefined on input line 112411.



LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentExplanations' on page 1054 undefined on input line 112415.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.initialize_anomaly_assessment' on page 1054 undefined on input line 112428.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_assessment_records' on page 1054 undefined on input line 112438.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord.get_predictions_preview' on page 1054 undefined on input 
line 112442.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord.get_latest_explanations' on page 1054 undefined on input 
line 112446.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord.get_explanations' on page 1054 undefined on input line 11
2450.


LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An
omalyAssessmentRecord.delete' on page 1054 undefined on input line 112460.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 1054 undefined on input line 112468.

[1054]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.compute_datetime_trend_plots' on page 1055 undefined on input line 112476.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plots_metadata' on page 1055 undefined on input line 11
2485.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_forecast_vs_actual_plots_metadata' on page 1055 undefined on input line 11
2489.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plots_metadata' on page 1055 undefined on input line 112
493.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plot' on page 1055 undefined on input line 112502.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_forecast_vs_actual_plot' on page 1055 undefined on input line 112506.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plot' on page 1055 undefined on input line 112510.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_accuracy_over_time_plot_preview' on page 1055 undefined on input line 1125
19.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_forecast_vs_actual_plot_preview' on page 1055 undefined on input line 1125
23.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_anomaly_over_time_plot_preview' on page 1055 undefined on input line 11252
7.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition' on page 1055 undefined on input line 112534.


Underfull \hbox (badness 7907) in paragraph at lines 112532--112537
[]\T1/qtm/m/n/10 Sup-port for Batch Pre-dic-tion Job Def-i-ni-tions has now bee
n added through the fol-low-ing class:

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.list' on page 1055 undefined on input line 112539.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.create' on page 1055 undefined on input line 112543.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.update' on page 1055 undefined on input line 112547.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJobDefinition.delete' on page 1055 undefined on input line 112551.


LaTeX Warning: Hyper reference `features:datarobot.helpers.feature_discovery.Da
tasetDefinition' on page 1055 undefined on input line 112564.


LaTeX Warning: Hyper reference `features:datarobot.helpers.feature_discovery.Re
lationship' on page 1055 undefined on input line 112565.


LaTeX Warning: Hyper reference `data-registry:datarobot.helpers.feature_discove
ry.SecondaryDataset' on page 1055 undefined on input line 112566.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.recommended_m
odel' on page 1055 undefined on input line 112571.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.download_feat
ure_discovery_recipe_sqls' on page 1055 undefined on input line 112576.


Underfull \hbox (badness 10000) in paragraph at lines 112574--112577
[]\T1/qtm/m/n/10 Added method to down-load fea-ture dis-cov-ery recipe SQLs (li
m-ited beta fea-ture). \T1/txtt/m/sl/10 Project.

LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 1055 undefined on input line 112580.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat
rix.get' on page 1055 undefined on input line 112593.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_frozen_datetime_model' on page 1055 undefined on input line 112607.

[1055]

LaTeX Warning: Hyper reference `data-registry:datarobot.helpers.feature_discove
ry.SecondaryDataset' on page 1056 undefined on input line 112617.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.create' on page 1056 undefined on input line 112619.


LaTeX Warning: Hyper reference `features:datarobot.helpers.feature_discovery.Da
tasetDefinition' on page 1056 undefined on input line 112623.


LaTeX Warning: Hyper reference `features:datarobot.helpers.feature_discovery.Re
lationship' on page 1056 undefined on input line 112623.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.create' on page 1056 undefined on input line 112625.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.get' on page 1056 undefined on input line 112626.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 1056 undefined on input line 112631.


LaTeX Warning: Hyper reference `custom-models:datarobot.models.execution_enviro
nment.RequiredMetadataKey' on page 1056 undefined on input line 112632.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1056 undefined on input line 112633.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1056 undefined on input line 112638.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1056 undefined on input line 112653.


Underfull \hbox (badness 10000) in paragraph at lines 112650--112655
[]\T1/qtm/m/n/10 Par-tial his-tory pre-dic-tions can be made with time se-ries 
time se-ries mul-ti-series mod-els us-

Underfull \hbox (badness 10000) in paragraph at lines 112650--112655
\T1/qtm/m/n/10 ing the \T1/txtt/m/n/10 allow_partial_history_time_series_predic
tions \T1/qtm/m/n/10 at-tribute of the \T1/txtt/m/sl/10 datarobot.

LaTeX Warning: Hyper reference `features:datarobot.models.MulticategoricalHisto
gram' on page 1056 undefined on input line 112659.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_multicate
gorical_histogram' on page 1056 undefined on input line 112660.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_mul
tilabel_lift_charts' on page 1056 undefined on input line 112665.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_lab
elwise_roc_curves' on page 1056 undefined on input line 112671.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseCorrelations'
 on page 1056 undefined on input line 112677.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseJointProbabil
ities' on page 1056 undefined on input line 112678.


LaTeX Warning: Hyper reference `features:datarobot.models.PairwiseConditionalPr
obabilities' on page 1056 undefined on input line 112679.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_pairwise_
correlations' on page 1056 undefined on input line 112680.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_pairwise_
joint_probabilities' on page 1056 undefined on input line 112681.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get_pairwise_
conditional_probabilities' on page 1056 undefined on input line 112682.


Underfull \hbox (badness 10000) in paragraph at lines 112675--112683
\T1/txtt/m/sl/10 PairwiseJointProbabilities \T1/qtm/m/n/10 and \T1/txtt/m/sl/10
 PairwiseConditionalProbabilities \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Feature.

Underfull \hbox (badness 10000) in paragraph at lines 112675--112683
\T1/txtt/m/sl/10 get_pairwise_correlations\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Fea
ture.get_pairwise_joint_probabilities \T1/qtm/m/n/10 and \T1/txtt/m/sl/10 Featu
re.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_prediction_results' on page 1056 undefined on input line 112688.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.download_prediction_results' on page 1056 undefined on input line 112692.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.download_scoring_code' on page 1056 undefined on input line 112700.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_file' on page 1056 undefined on input line 112718.

[1056]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_in_memory_data' on page 1057 undefined on input line 112722.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_url' on page 1057 undefined on input line 112726.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_v
ersion_from_data_source' on page 1057 undefined on input line 112730.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 1057 undefined on input line 112743.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1057 undefined on input line 112748.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.download_feat
ure_discovery_dataset' on page 1057 undefined on input line 112753.


Underfull \hbox (badness 10000) in paragraph at lines 112751--112754
[]\T1/qtm/m/n/10 Sup-port for down-load-ing fea-ture dis-cov-ery train-ing or p
re-dic-tion dataset us-ing \T1/txtt/m/sl/10 Project.

LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat
rix' on page 1057 undefined on input line 112757.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat
rixDetails' on page 1057 undefined on input line 112757.


LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationFea
turelists' on page 1057 undefined on input line 112758.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
ons' on page 1057 undefined on input line 112759.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
on_matrix_details' on page 1057 undefined on input line 112760.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
on_featurelists' on page 1057 undefined on input line 112761.


Underfull \hbox (badness 10000) in paragraph at lines 112756--112762
[]\T1/qtm/m/n/10 Added \T1/txtt/m/sl/10 datarobot.models.FeatureAssociationMatr
ix\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 datarobot.models.

Underfull \hbox (badness 10000) in paragraph at lines 112756--112762
\T1/txtt/m/sl/10 FeatureAssociationMatrixDetails \T1/qtm/m/n/10 and \T1/txtt/m/
sl/10 datarobot.models.FeatureAssociationFeaturelists

LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions.list' on page 1057 undefined on input line 1127
71.


LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions.get_all_as_dataframe' on page 1057 undefined on
 input line 112772.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1057 undefined on input line 112782.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1057 undefined on input line 112783.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 1057 undefined on input line 112783.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel.cr
eate' on page 1057 undefined on input line 112788.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_clean' on page 1057 undefined on input line 112789.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_from_previous' on page 1057 undefined on input line 112790.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest.create'
 on page 1057 undefined on input line 112791.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest.create'
 on page 1057 undefined on input line 112792.


Underfull \hbox (badness 10000) in paragraph at lines 112786--112793
[]\T1/qtm/m/n/10 Re-move \T1/txtt/m/n/10 desired_memory \T1/qtm/m/n/10 param fr
om the fol-low-ing meth-ods: \T1/txtt/m/sl/10 CustomInferenceModel.

Underfull \hbox (badness 10000) in paragraph at lines 112786--112793
\T1/txtt/m/sl/10 create\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 CustomModelVersion.cre
ate_clean\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 CustomModelVersion.create_from_previ
ous\T1/qtm/m/n/10 ,

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom
ated_documentation.AutomatedDocument' on page 1057 undefined on input line 1128
03.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1057 undefined on input line 112819.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create_calendar
_from_country_code' on page 1057 undefined on input line 112832.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.get_allowed_cou
ntry_codes' on page 1057 undefined on input line 112833.

[1057]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.compute_series_accuracy' on page 1058 undefined on input line 112839.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1058 undefined on input line 112846.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1058 undefined on input line 112854.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1058 undefined on input line 112855.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 1058 undefined on input line 112855.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1058 undefined on input line 112860.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 1058 undefined on input line 112868.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1058 undefined on input line 112876.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_multiclass_lift_charts' on page 1058 undefined on input line 112883.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1058 undefined on input line 112888.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1058 undefined on input line 112892.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_secondary_dataset_config' on page 1058 undefined on input line 112900
.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_secondary_dataset_config' on page 1058 undefined on input line 112904.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1058 undefined on input line 112912.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1058 undefined on input line 112917.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 1058 undefined on input line 112923.


Underfull \hbox (badness 8170) in paragraph at lines 112922--112925
[]\T1/qtm/m/n/10 Fea-ture dis-cov-ery projects can now be cre-ated us-ing the \
T1/txtt/m/sl/10 Project.start \T1/qtm/m/n/10 method by pro-vid-ing

LaTeX Warning: Hyper reference `features:datarobot.models.FeatureLineage.get' o
n page 1058 undefined on input line 112928.


LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 1058
 undefined on input line 112929.


Underfull \hbox (badness 10000) in paragraph at lines 112927--112930
\T1/txtt/m/sl/10 get \T1/qtm/m/n/10 Cor-re-spond-ing fea-ture lin-eage id is av
ail-able as a new \T1/txtt/m/sl/10 datarobot.models.Feature \T1/qtm/m/n/10 fiel
d

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_lif
t_chart' on page 1058 undefined on input line 112934.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_roc
_curve' on page 1058 undefined on input line 112935.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 1058 undefined on input line 112941.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_p
roject' on page 1058 undefined on input line 112945.

[1058]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ataset' on page 1059 undefined on input line 112949.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.Connector' on page 
1059 undefined on input line 112957.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1059 undefined on input line 112966.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1059 undefined on input line 112972.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_data_source' on page 1059 undefined on input line 112973.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1059 undefined on input line 112983.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential.create_
gcp' on page 1059 undefined on input line 112987.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.download' on page 1059 undefined on input line 112995.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.download' on page 1059 undefined on input line 113000.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_to_file' on page 1059 undefined on input line 113001.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train_d
atetime' on page 1059 undefined on input line 113011.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim
e' on page 1059 undefined on input line 113012.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_frozen_datetime_model' on page 1059 undefined on input line 113013.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.retrain
' on page 1059 undefined on input line 113014.


Underfull \hbox (badness 10000) in paragraph at lines 113010--113015
[]\T1/qtm/m/n/10 New \T1/txtt/m/n/10 sampling_method \T1/qtm/m/n/10 param in \T
1/txtt/m/sl/10 Model.train_datetime\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Project.tr
ain_datetime\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Model.

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1059 undefined on input line 113018.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 1059 undefined on input line 113023.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.create' on page 1059 undefined on input line 113030.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation' on page 1059 undefined on input line 113036.


Underfull \hbox (badness 10000) in paragraph at lines 113035--113037
[]\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h
as been re-moved. Use \T1/txtt/m/sl/10 datarobot.models.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1059 undefined on input line 113040.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.create' on page 1059 undefined on input line 113044.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1059 undefined on input line 113054.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 1059 undefined on input line 113061.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1059 undefined on input line 113068.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest.create'
 on page 1059 undefined on input line 113074.

[1059]

LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 1060
 undefined on input line 113083.


LaTeX Warning: Hyper reference `features:datarobot.models.FeatureLineage' on pa
ge 1060 undefined on input line 113084.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1060 undefined on input line 113097.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_data_source' on page 1060 undefined on input line 113105.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource.create_d
ataset' on page 1060 undefined on input line 113109.


Underfull \hbox (badness 10000) in paragraph at lines 113114--113118
[]\T1/qtm/m/n/10 Added sup-port for Cus-tom Model De-pen-dency Man-age-ment. Pl
ease see :ref:\T1/txtt/m/n/10 custom model

LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_clean' on page 1060 undefined on input line 113121.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea
te_from_previous' on page 1060 undefined on input line 113122.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1060 undefined on input line 113127.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersionDepen
dencyBuild' on page 1060 undefined on input line 113131.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest.create'
 on page 1060 undefined on input line 113137.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 1060 undefined on input line 113143.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.create_from_custom_model_version' on page 1060 undefined on input line 11314
7.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start_autopil
ot' on page 1060 undefined on input line 113154.


Underfull \hbox (badness 10000) in paragraph at lines 113157--113160
[]\T1/qtm/m/n/10 Added a new method to trig-ger Fea-ture Im-pact cal-cu-la-tion
 for a Cus-tom In-fer-ence Im-age:

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_num
_iterations_trained' on page 1060 undefined on input line 113164.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_project_d
escription' on page 1060 undefined on input line 113174.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_file' on page 1060 undefined on input line 113178.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.TargetDrift' on page 1060 undefined on input line 113183.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.FeatureDrift' on page 1060 undefined on input line 113183.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_target_drift' on page 1060 undefined on input line 113184.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_feature_drift' on page 1060 undefined on input line 113185.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.download' on page 1060 undefined on input line 113189.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1060 undefined on input line 113192.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_to_file' on page 1060 undefined on input line 113193.

[1060]

LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.download' on page 1061 undefined on input line 113198.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1061 undefined on input line 113200.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_to_file' on page 1061 undefined on input line 113201.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1061 undefined on input line 113205.


LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1061 undefined on input line 113210.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.replace_model' on page 1061 undefined on input line 113215.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob' on page 1061 undefined on input line 113234.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_datetime_
models' on page 1061 undefined on input line 113247.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1061 undefined on input line 113273.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_training_predictions' on page 1061 undefined on input line 113302.


LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions' on page 1061 undefined on input line 113304.


LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictionsIterator' on page 1061 undefined on input line 1
13306.


LaTeX Warning: Hyper reference `training_predictions:datarobot.models.training_
predictions.TrainingPredictions.iterate_rows' on page 1061 undefined on input l
ine 113308.


Underfull \hbox (badness 10000) in paragraph at lines 113300--113309
[]\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T
1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method \T1/
txtt/m/sl/10 Model.
[1061]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 1062 undefined on input line 113313.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 1062 undefined on input line 113315.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons.get_all_as_dataframe' on page 1062 undefined on input line 113316.


Underfull \hbox (badness 10000) in paragraph at lines 113311--113318
[]\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T
1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method \T1/
txtt/m/sl/10 Model.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_effect' on page 1062 undefined on input line 113332.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_effect' on page 1062 undefined on input line 113333.


LaTeX Warning: Hyper reference `insights:datarobot.models.ShapMatrix.create' on
 page 1062 undefined on input line 113338.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1062 undefined on input line 113342.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.iterate'
 on page 1062 undefined on input line 113347.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.iterate_
all_features' on page 1062 undefined on input line 113352.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_intera
ction_feature' on page 1062 undefined on input line 113360.


LaTeX Warning: Hyper reference `features:datarobot.models.InteractionFeature' o
n page 1062 undefined on input line 113361.


LaTeX Warning: Hyper reference `features:datarobot.models.InteractionFeature.ge
t' on page 1062 undefined on input line 113363.


LaTeX Warning: Hyper reference `features:datarobot.DatasetFeaturelist' on page 
1062 undefined on input line 113367.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1062 undefined on input line 113369.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_feat
urelists' on page 1062 undefined on input line 113370.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
eaturelist' on page 1062 undefined on input line 113371.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1062 undefined on input line 113376.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1062 undefined on input line 113377.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1062 undefined on input line 113396.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_predictions' on page 1062 undefined on input line 113397.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 1062 undefined on input line 113402.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 1062 undefined on input line 113417.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 1062
 undefined on input line 113422.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 1
062 undefined on input line 113422.


LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve' on page 10
62 undefined on input line 113422.


LaTeX Warning: Hyper reference `insights:datarobot.models.PayoffMatrix.create' 
on page 1062 undefined on input line 113429.

[1062]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.TargetDrift' on page 1063 undefined on input line 113437.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.FeatureDrift' on page 1063 undefined on input line 113441.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.submit_actuals' on page 1063 undefined on input line 113445.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_predictions_data_collection_settings' on page 1063 undefined on input li
ne 113454.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_predictions_data_collection_settings' on page 1063 undefined on input
 line 113455.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.share' on pag
e 1063 undefined on input line 113461.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 1063 undefined on input line 113471.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_impact' on page 1063 undefined on input line 113475.


LaTeX Warning: Hyper reference `jobs:datarobot.models.FeatureImpactJob' on page
 1063 undefined on input line 113481.


LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 1063 undefin
ed on input line 113482.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o
n page 1063 undefined on input line 113491.


LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer
sion' on page 1063 undefined on input line 113491.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o
n page 1063 undefined on input line 113496.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on 
page 1063 undefined on input line 113496.


LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag
e 1063 undefined on input line 113501.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score' on page 1063 undefined on input line 113508.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_azure' on page 1063 undefined on input line 113513.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict
ionJob.score_gcp' on page 1063 undefined on input line 113514.


Underfull \hbox (badness 10000) in paragraph at lines 113511--113515
[]\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo
gle Cloud Stor-age with meth-ods

LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.create' on page 1063 undefined on input line 113520.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.get' on page 1063 undefined on input line 113524.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.replace' on page 1063 undefined on input line 113528.


LaTeX Warning: Hyper reference `features:datarobot.models.RelationshipsConfigur
ation.delete' on page 1063 undefined on input line 113532.

[1063]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_p
roject' on page 1064 undefined on input line 113546.


Underfull \hbox (badness 8132) in paragraph at lines 113549--113554
[]\T1/qtm/m/n/10 These meth-ods now pro-vide ad-di-tional meta-data fields in F
ea-ture Im-pact re-sults if called with

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea
ture_impact' on page 1064 undefined on input line 113556.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request
_feature_impact' on page 1064 undefined on input line 113560.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_impact' on page 1064 undefined on input line 113564.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 1064 undefined on input line 113571.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations' on page 1064 undefined on input line 113572.


Underfull \hbox (badness 10000) in paragraph at lines 113569--113573
[]\T1/qtm/m/n/10 Sec-ondary dataset con-fig-u-ra-tion re-trieve and dele-tion i
s eas-ier now though new

Underfull \hbox (badness 10000) in paragraph at lines 113569--113573
\T1/txtt/m/sl/10 SecondaryDatasetConfigurations.delete \T1/qtm/m/n/10 soft dele
tes a Sec-ondary dataset con-fig-u-ra-tion.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_relations
hips_configuration' on page 1064 undefined on input line 113577.


Underfull \hbox (badness 10000) in paragraph at lines 113593--113595
[]\T1/qtm/m/n/10 Batch Pre-dic-tion jobs that used other out-put types than \T1
/txtt/m/n/10 local_file \T1/qtm/m/n/10 failed when us-ing \T1/txtt/m/n/10 .

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1064 undefined on input line 113607.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset' on page
 1064 undefined on input line 113653.


LaTeX Warning: Hyper reference `features:datarobot.models.DatasetFeature' on pa
ge 1064 undefined on input line 113659.


LaTeX Warning: Hyper reference `features:datarobot.models.DatasetFeatureHistogr
am' on page 1064 undefined on input line 113663.


LaTeX Warning: Hyper reference `data-registry:datarobot.DatasetDetails' on page
 1064 undefined on input line 113667.

[1064]

LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_file' on page 1065 undefined on input line 113680.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_in_memory_data' on page 1065 undefined on input line 113684.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f
rom_url' on page 1065 undefined on input line 113688.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.list' on
 page 1065 undefined on input line 113698.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get' on 
page 1065 undefined on input line 113702.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get' on 
page 1065 undefined on input line 113706.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_deta
ils' on page 1065 undefined on input line 113710.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_all_
features' on page 1065 undefined on input line 113714.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_file
' on page 1065 undefined on input line 113718.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.get_proj
ects' on page 1065 undefined on input line 113722.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.modify' 
on page 1065 undefined on input line 113732.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.delete' 
on page 1065 undefined on input line 113736.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.un_delet
e' on page 1065 undefined on input line 113740.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ataset' on page 1065 undefined on input line 113751.


LaTeX Warning: Hyper reference `data-registry:datarobot.models.SecondaryDataset
Configurations.create' on page 1065 undefined on input line 113763.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 1065 undefined on input line 113769.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme
nt.DeploymentListFilters' on page 1065 undefined on input line 113769.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 1065 undefined on input line 113800.

[1065]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_mul
ticlass_lift_chart' on page 1066 undefined on input line 113830.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 1066 undefined on input line 113834.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1066 undefined on input line 113835.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1066 undefined on input line 113840.


Underfull \hbox (badness 10000) in paragraph at lines 113839--113843
[]\T1/qtm/m/n/10 A new boolean at-tribute \T1/txtt/m/n/10 unsupervised_mode \T1
/qtm/m/n/10 was added to \T1/txtt/m/sl/10 datarobot.

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fro
zen_child_models' on page 1066 undefined on input line 113866.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
on_featurelists' on page 1066 undefined on input line 113884.


LaTeX Warning: Hyper reference `deployment-management:datarobot.PredictionServe
r' on page 1066 undefined on input line 113888.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.clone_project
' on page 1066 undefined on input line 113900.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create' on page
 1066 undefined on input line 113904.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.get_prediction_intervals_settings' on page 1066 undefined on input line 1139
14.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update_prediction_intervals_settings' on page 1066 undefined on input line 1
13915.


Underfull \hbox (badness 10000) in paragraph at lines 113912--113916
[]\T1/qtm/m/n/10 Time se-ries model de-ploy-ments now sup-port pre-dic-tion in-
ter-vals. See

Underfull \hbox (badness 10000) in paragraph at lines 113912--113916
\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings \T1/qtm/m/n/10 an
d \T1/txtt/m/sl/10 Deployment.
[1066]

LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1067 undefined on input line 113929.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.update' on page 1067 undefined on input line 113938.


Overfull \hbox (7.70421pt too wide) in paragraph at lines 113948--113950
[]\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p
rediction warnings<deployment_prediction_warning>\T1/qtm/m/n/10 . 

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_mul
ticlass_feature_impact' on page 1067 undefined on input line 113956.


LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag
e 1067 undefined on input line 113965.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
on_featurelists' on page 1067 undefined on input line 113970.


Underfull \hbox (badness 10000) in paragraph at lines 113968--113971
[]\T1/qtm/m/n/10 It's now pos-si-ble to get fea-ture as-so-ci-a-tion sta-tuses 
for fea-turelists us-ing \T1/txtt/m/sl/10 Project.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
ons' on page 1067 undefined on input line 113975.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_metrics' 
on page 1067 undefined on input line 113984.


LaTeX Warning: Hyper reference `insights:datarobot.models.word_cloud.WordCloud.
ngrams_per_class' on page 1067 undefined on input line 114001.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1067 undefined on input line 114006.


Underfull \hbox (badness 7925) in paragraph at lines 114005--114007
[]\T1/qtm/m/n/10 Method \T1/txtt/m/sl/10 Project.set_target \T1/qtm/m/n/10 sup-
port new op-tional pa-ram-e-ters \T1/txtt/m/n/10 featureEngineeringGraphs \T1/q
tm/m/n/10 and

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1067 undefined on input line 114010.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_data_source' on page 1067 undefined on input line 114010.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_series_accuracy_as_dataframe' on page 1067 undefined on input line 114014.



LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.download_series_accuracy_as_csv' on page 1067 undefined on input line 114015.


Underfull \hbox (badness 10000) in paragraph at lines 114013--114018
[]\T1/qtm/m/n/10 Se-ries ac-cu-racy re-trieval meth-ods (\T1/txtt/m/sl/10 Datet
imeModel.get_series_accuracy_as_dataframe \T1/qtm/m/n/10 and

LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get' on page 
1067 undefined on input line 114039.


LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeature.get' 
on page 1067 undefined on input line 114039.

[1067]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.submit_actuals' on page 1068 undefined on input line 114096.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train_d
atetime' on page 1068 undefined on input line 114105.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim
e' on page 1068 undefined on input line 114105.


Underfull \hbox (badness 10000) in paragraph at lines 114104--114106
[]\T1/qtm/m/n/10 Mono-tonic con-straints are now sup-ported for OTV projects. T
o that end, the pa-ram-e-ters

Underfull \hbox (badness 10000) in paragraph at lines 114104--114106
\T1/txtt/m/n/10 monotonic_increasing_featurelist_id \T1/qtm/m/n/10 and \T1/txtt
/m/n/10 monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 can be

LaTeX Warning: Hyper reference `features:datarobot.models.Feature.get' on page 
1068 undefined on input line 114109.


LaTeX Warning: Hyper reference `insights:datarobot.models.word_cloud.WordCloud'
 on page 1068 undefined on input line 114113.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt.list' on page 1068 undefined on input line 114117.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on 
page 1068 undefined on input line 114121.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 
1068 undefined on input line 114125.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 1068 undefined on input line 114129.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_sup
ported_capabilities' on page 1068 undefined on input line 114133.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag
e 1068 undefined on input line 114137.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1068 undefined on input line 114137.

[1068]

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme
nt' on page 1069 undefined on input line 114184.


LaTeX Warning: Hyper reference `deployment-management:datarobot.PredictionServe
r.list' on page 1069 undefined on input line 114190.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1069 undefined on input line 114194.


LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 106
9 undefined on input line 114195.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1069 undefined on input line 114195.


Underfull \hbox (badness 7451) in paragraph at lines 114193--114196
[]\T1/qtm/m/n/10 When \T1/txtt/m/sl/10 specifying datetime partitioning \T1/qtm
/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series <time_series> \T1/qtm/m/n/
10 projects

Underfull \hbox (badness 10000) in paragraph at lines 114193--114196
\T1/txtt/m/sl/10 do_not_derive \T1/qtm/m/n/10 at-tribute. Any fea-tures not spe
c-i-fied will be as-signed ac-cord-ing to the

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.batch_feature
s_type_transform' on page 1069 undefined on input line 114199.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
ons' on page 1069 undefined on input line 114212.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati
on_matrix_details' on page 1069 undefined on input line 114213.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1069 undefined on input line 114222.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 1069 undefined on input line 
114234.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1069 undefined on input line 114238.

[1069]

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 1070 undefined on input line 
114263.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons.get' on page 1070 undefined on input line 114267.


LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 1070 undefined on input line 
114276.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 1070 undefined on input line 114288.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.compute_series_accuracy' on page 1070 undefined on input line 114293.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.get_series_accuracy_as_dataframe' on page 1070 undefined on input line 114298.



LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
.download_series_accuracy_as_csv' on page 1070 undefined on input line 114303.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 1070 undefined on input line 114309.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel
' on page 1070 undefined on input line 114326.


LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons.get' on page 1070 undefined on input line 114352.

[1070]

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.get_access_list
' on page 1071 undefined on input line 114378.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 1071 u
ndefined on input line 114378.


LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 1071 u
ndefined on input line 114382.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.start_a
dvanced_tuning_session' on page 1071 undefined on input line 114405.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_adv
anced_tuning_parameters' on page 1071 undefined on input line 114406.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.advance
d_tune' on page 1071 undefined on input line 114407.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.advanced_tuni
ng.AdvancedTuningSession' on page 1071 undefined on input line 114408.


Underfull \hbox (badness 10000) in paragraph at lines 114403--114412
[]\T1/qtm/m/n/10 Pre-vi-ously avail-able for only Eu-reqa mod-els, Ad-vanced Tu
n-ing meth-ods and ob-jects, in-clud-ing

Underfull \hbox (badness 10000) in paragraph at lines 114403--114412
\T1/txtt/m/sl/10 Model.start_advanced_tuning_session\T1/qtm/m/n/10 , \T1/txtt/m
/sl/10 Model.get_advanced_tuning_parameters\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Mo
del.

LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 1071 u
ndefined on input line 114415.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.get_a
ll_as_dataframe' on page 1071 undefined on input line 114425.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1071
 undefined on input line 114439.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1071 undefined on input line 114443.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_data_source' on page 1071 undefined on input line 114443.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa
taset' on page 1071 undefined on input line 114443.


Underfull \hbox (badness 10000) in paragraph at lines 114442--114444
[]\T1/txtt/m/sl/10 Project.upload_dataset \T1/qtm/m/n/10 and \T1/txtt/m/sl/10 P
roject.upload_dataset_from_data_source \T1/qtm/m/n/10 will re-turn a

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1071 undefined on input line 114447.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t_from_data_source' on page 1071 undefined on input line 114447.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1071 undefined on input line 114451.

[1071]

LaTeX Warning: Hyper reference `insights:datarobot.models.roc_curve.RocCurve' o
n page 1072 undefined on input line 114455.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1072
 undefined on input line 114474.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ata_source' on page 1072 undefined on input line 114475.


LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 107
2 undefined on input line 114479.


LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 107
2 undefined on input line 114480.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1072 undefined on input line 114484.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1072 undefined on input line 114485.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1072 undefined on input line 114489.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1072 undefined on input line 114490.

[1072]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_sup
ported_capabilities' on page 1073 undefined on input line 114559.


Underfull \hbox (badness 10000) in paragraph at lines 114564--114567
[]\T1/qtm/m/n/10 New class for work-ing with model com-pli-ance doc-u-men-ta-ti
on fea-ture of DataRobot: class

LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl
iance_doc_template.ComplianceDocTemplate' on page 1073 undefined on input line 
114571.


LaTeX Warning: Hyper reference `features:datarobot.models.FeatureHistogram' on 
page 1073 undefined on input line 114575.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1073 undefined on input line 114586.


Underfull \hbox (badness 10000) in paragraph at lines 114583--114588
[]\T1/qtm/m/n/10 Cross se-ries fea-tures can now be cre-ated within time se-rie
s mul-ti-series projects us-ing

Underfull \hbox (badness 10000) in paragraph at lines 114583--114588
\T1/qtm/m/n/10 the \T1/txtt/m/n/10 use_cross_series_features \T1/qtm/m/n/10 and
 \T1/txtt/m/n/10 aggregation_type \T1/qtm/m/n/10 at-tributes of the \T1/txtt/m/
sl/10 datarobot.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1073 undefined on input line 114601.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create' on pa
ge 1073 undefined on input line 114601.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_lif
t_chart' on page 1073 undefined on input line 114607.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_lift_charts' on page 1073 undefined on input line 114608.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_con
fusion_chart' on page 1073 undefined on input line 114608.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_confusion_charts' on page 1073 undefined on input line 114609.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_roc
_curve' on page 1073 undefined on input line 114609.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_all
_roc_curves' on page 1073 undefined on input line 114610.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1073 undefined on input line 114616.


Underfull \hbox (badness 10000) in paragraph at lines 114614--114618
[]\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt
m/m/n/10 at-tribute has been added to the \T1/txtt/m/sl/10 datarobot.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_worker_co
unt' on page 1073 undefined on input line 114621.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1073 undefined on input line 114635.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o
n page 1073 undefined on input line 114636.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page
 1073 undefined on input line 114644.


LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 
1073 undefined on input line 114644.

[1073]

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_
request_feature_impact' on page 1074 undefined on input line 114703.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.start_a
dvanced_tuning_session' on page 1074 undefined on input line 114709.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_adv
anced_tuning_parameters' on page 1074 undefined on input line 114710.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.advance
d_tune' on page 1074 undefined on input line 114711.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.advanced_tuni
ng.AdvancedTuningSession' on page 1074 undefined on input line 114712.


Underfull \hbox (badness 10000) in paragraph at lines 114707--114715
[]\T1/qtm/m/n/10 New meth-ods and ob-jects, in-clud-ing \T1/txtt/m/sl/10 Model.
start_advanced_tuning_session\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 7504) in paragraph at lines 114707--114715
\T1/txtt/m/sl/10 get_advanced_tuning_parameters\T1/qtm/m/n/10 , \T1/txtt/m/sl/1
0 Model.advanced_tune\T1/qtm/m/n/10 , and \T1/txtt/m/sl/10 AdvancedTuningSessio
n\T1/qtm/m/n/10 , were

LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 1074 undefined on input line 114718.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.star_mo
del' on page 1074 undefined on input line 114723.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.unstar_
model' on page 1074 undefined on input line 114723.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_models' o
n page 1074 undefined on input line 114727.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.set_pre
diction_threshold' on page 1074 undefined on input line 114731.


Underfull \hbox (badness 10000) in paragraph at lines 114730--114733
[]\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for 
each model via \T1/txtt/m/sl/10 Model.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project.check_blendab
le' on page 1074 undefined on input line 114736.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_cro
ss_validation_scores' on page 1074 undefined on input line 114741.


Underfull \hbox (badness 10000) in paragraph at lines 114740--114742
[]\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for
 new mod-els us-ing \T1/txtt/m/sl/10 Model.

LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 1074 undefin
ed on input line 114759.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 
1074 undefined on input line 114765.


LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist.update' o
n page 1074 undefined on input line 114772.


LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeaturelist.u
pdate' on page 1074 undefined on input line 114773.

[1074]

LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist.delete' o
n page 1075 undefined on input line 114778.


LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeaturelist.d
elete' on page 1075 undefined on input line 114779.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation.get' on page 1075 undefined on input line 114783.


Underfull \hbox (badness 10000) in paragraph at lines 114782--114786
[]\T1/txtt/m/sl/10 ModelRecommendation.get \T1/qtm/m/n/10 now ac-cepts an op-ti
onal pa-ram-e-ter of type \T1/txtt/m/n/10 datarobot.enums.

LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Predicti
ons' on page 1075 undefined on input line 114790.


LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictJob' 
on page 1075 undefined on input line 114791.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.pareto_front.
ParetoFront' on page 1075 undefined on input line 114812.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelRecommen
dation' on page 1075 undefined on input line 114817.


LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p
age 1075 undefined on input line 114830.

[1075]

LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.feature
_log_list' on page 1076 undefined on input line 114901.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.feature
_log_retrieve' on page 1076 undefined on input line 114902.


Underfull \hbox (badness 10000) in paragraph at lines 114899--114903
[]\T1/qtm/m/n/10 Added a new fea-ture to re-trieve fea-ture logs for time se-ri
es projects. Check \T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 114899--114903
\T1/txtt/m/sl/10 DatetimePartitioning.feature_log_list() \T1/qtm/m/n/10 and \T1
/txtt/m/sl/10 datarobot.DatetimePartitioning.

LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on 
page 1076 undefined on input line 114912.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1076
 undefined on input line 114913.


LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag
e 1076 undefined on input line 114914.


LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 
1076 undefined on input line 114914.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase
t' on page 1076 undefined on input line 114921.


Underfull \hbox (badness 10000) in paragraph at lines 114919--114923
[]\T1/qtm/m/n/10 New pa-ram-e-ters \T1/txtt/m/n/10 predictions_start_date \T1/q
tm/m/n/10 and \T1/txtt/m/n/10 predictions_end_date \T1/qtm/m/n/10 added to \T1/
txtt/m/sl/10 Project.

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1076
 undefined on input line 114931.


LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d
ata_source' on page 1076 undefined on input line 114932.


LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 107
6 undefined on input line 114936.


LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 107
6 undefined on input line 114937.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1076 undefined on input line 114941.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1076 undefined on input line 114942.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1076 undefined on input line 114946.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag
e 1076 undefined on input line 114947.


Underfull \hbox (badness 5302) in paragraph at lines 114945--114949
\T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use \T1/txtt/m/sl/10 data
robot.DatetimePartitioningSpecification.
[1076]

LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1077
 undefined on input line 115008.


LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific
ation' on page 1077 undefined on input line 115023.

[1077] [1078]
Underfull \hbox (badness 10000) in paragraph at lines 115219--115222
[]\T1/qtm/m/n/10 Lift chart data for mod-els can be re-trieved us-ing the \T1/t
xtt/m/n/10 Model.get_lift_chart \T1/qtm/m/n/10 and \T1/txtt/m/n/10 Model.
[1079] [1080]
Underfull \hbox (badness 10000) in paragraph at lines 115412--115414
[]\T1/qtm/m/n/10 When call-ing \T1/txtt/m/n/10 get_result \T1/qtm/m/n/10 for a 
Job, Mod-elJob, or Pre-dic-tJob that has er-rored,
[1081]
Underfull \hbox (badness 10000) in paragraph at lines 115516--115520
[]\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor-
ing clus-ter.) Meth-ods
[1082]
Underfull \hbox (badness 6268) in paragraph at lines 115631--115635
[]\T1/qtm/m/n/10 A new im-proved work-flow for pre-dic-tions now sup-ports firs
t up-load-ing a dataset via \T1/txtt/m/n/10 Project.
[1083]
Underfull \hbox (badness 10000) in paragraph at lines 115767--115769
[]\T1/txtt/m/n/10 PredictJob.create \T1/qtm/m/n/10 has been dep-re-cated in fa-
vor of the al-ter-nate work-flow us-ing \T1/txtt/m/n/10 Model.
[1084] [1085] [1086]
Underfull \hbox (badness 6016) in paragraph at lines 116113--116117
[]\T1/qtm/m/n/10 In sev-eral places where \T1/txtt/m/n/10 AppPlatformError \T1/
qtm/m/n/10 was be-ing raised, now \T1/txtt/m/n/10 TypeError\T1/qtm/m/n/10 , \T1
/txtt/m/n/10 ValueError \T1/qtm/m/n/10 or

Underfull \hbox (badness 10000) in paragraph at lines 116133--116138
[]\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/
n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje
ct.from_async\T1/qtm/m/n/10 , then a
[1087]
Underfull \hbox (badness 10000) in paragraph at lines 116204--116207
[]\T1/txtt/m/n/10 recommendation_settings \T1/qtm/m/n/10 pa-ram-e-ter of \T1/tx
tt/m/n/10 Project.start \T1/qtm/m/n/10 is dep-re-cated in fa-vor of
[1088] [1089] [1090]

LaTeX Warning: Reference `client-setup:module-datarobot.client' on page 1091 un
defined on input line 116515.


LaTeX Warning: Reference `errors:module-datarobot.errors' on page 1091 undefine
d on input line 116516.


LaTeX Warning: Reference `binary_data_helpers:module-datarobot.helpers.binary_d
ata_utils' on page 1091 undefined on input line 116517.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.enums' on
 page 1091 undefined on input line 116518.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.exception
s' on page 1091 undefined on input line 116519.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.execution
_environment' on page 1091 undefined on input line 116520.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.kernel' o
n page 1091 undefined on input line 116521.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.notebook'
 on page 1091 undefined on input line 116522.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.revision'
 on page 1091 undefined on input line 116523.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.scheduled
_job' on page 1091 undefined on input line 116524.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.scheduled
_run' on page 1091 undefined on input line 116525.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.session' 
on page 1091 undefined on input line 116526.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.settings'
 on page 1091 undefined on input line 116527.


LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.user' on 
page 1091 undefined on input line 116528.


LaTeX Warning: Reference `training_predictions:module-datarobot.models.training
_predictions' on page 1091 undefined on input line 116529.


LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.augmentat
ion' on page 1091 undefined on input line 116530.


LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.images' o
n page 1091 undefined on input line 116531.


LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.insights'
 on page 1091 undefined on input line 116532.

No file datarobot-public-api-client.ind.
[1091] (./datarobot-public-api-client.aux)

LaTeX Warning: There were undefined references.


LaTeX Warning: Label(s) may have changed. Rerun to get cross-references right.


Package rerunfilecheck Warning: File `datarobot-public-api-client.out' has chan
ged.
(rerunfilecheck)                Rerun to get outlines right
(rerunfilecheck)                or use package `bookmark'.

 )
(see the transcript file for additional information){/usr/share/texlive/texmf-d
ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips
/tex-gyre/q-ec-sc.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ec.enc}{/usr
/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/texlive/texmf-dist/
fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/
enc/dvips/base/8r.enc}</usr/share/texlive/texmf-dist/fonts/type1/public/fontawe
some5/FontAwesome5Free-Solid.pfb></usr/share/texlive/texmf-dist/fonts/type1/pub
lic/amsfonts/cm/cmmi5.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/ams
fonts/cm/cmsy5.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qhvb.pfb></usr
/share/texmf/fonts/type1/public/tex-gyre/qhvbi.pfb></usr/share/texmf/fonts/type
1/public/tex-gyre/qhvr.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmb.p
fb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmbi.pfb></usr/share/texmf/fo
nts/type1/public/tex-gyre/qtmr.pfb></usr/share/texmf/fonts/type1/public/tex-gyr
e/qtmri.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xbtt.pf
b></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xbtt.pfb></usr/sh
are/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texlive
/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texlive/texmf-dist
/fonts/type1/public/txfonts/tcxbtt.pfb></usr/share/texlive/texmf-dist/fonts/typ
e1/public/txfonts/tcxtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/urw/time
s/utmr8a.pfb>
Output written on datarobot-public-api-client.pdf (1095 pages, 4495482 bytes).
Transcript written on datarobot-public-api-client.log.
Latexmk: Index file 'datarobot-public-api-client.idx' was written
Latexmk: Missing input file 'datarobot-public-api-client.ind' (or dependence on it) from following:
  'No file datarobot-public-api-client.ind.'
Latexmk: References changed.
Latexmk: References changed.
Latexmk: Log file says output to 'datarobot-public-api-client.pdf'
Latexmk: List of undefined refs and citations:
  Reference `binary_data_helpers:module-datarobot.helpers.binary_data_utils' on page 1091 undefined on input line 116517
  Reference `blueprints:module-datarobot.models.visualai.augmentation' on page 1091 undefined on input line 116530
  Reference `blueprints:module-datarobot.models.visualai.images' on page 1091 undefined on input line 116531
  Reference `blueprints:module-datarobot.models.visualai.insights' on page 1091 undefined on input line 116532
  Reference `client-setup:module-datarobot.client' on page 1091 undefined on input line 116515
  Reference `errors:module-datarobot.errors' on page 1091 undefined on input line 116516
  Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1091 undefined on input line 116518
  Reference `notebooks:module-datarobot.models.notebooks.exceptions' on page 1091 undefined on input line 116519
  Reference `notebooks:module-datarobot.models.notebooks.execution_environment' on page 1091 undefined on input line 116520
  Reference `notebooks:module-datarobot.models.notebooks.kernel' on page 1091 undefined on input line 116521
  Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1091 undefined on input line 116522
  Reference `notebooks:module-datarobot.models.notebooks.revision' on page 1091 undefined on input line 116523
  Reference `notebooks:module-datarobot.models.notebooks.scheduled_job' on page 1091 undefined on input line 116524
  Reference `notebooks:module-datarobot.models.notebooks.scheduled_run' on page 1091 undefined on input line 116525
  Reference `notebooks:module-datarobot.models.notebooks.session' on page 1091 undefined on input line 116526
  Reference `notebooks:module-datarobot.models.notebooks.settings' on page 1091 undefined on input line 116527
  Reference `notebooks:module-datarobot.models.notebooks.user' on page 1091 undefined on input line 116528
  Reference `training_predictions:module-datarobot.models.training_predictions' on page 1091 undefined on input line 116529
Rule 'makeindex datarobot-public-api-client.idx': File changes, etc:
   Changed files, or newly in use since previous run(s):
      'datarobot-public-api-client.idx'
------------
Run number 1 of rule 'makeindex datarobot-public-api-client.idx'
------------
------------
Running 'makeindex -s python.ist  -o "datarobot-public-api-client.ind" "datarobot-public-api-client.idx"'
------------
Latexmk: Examining 'datarobot-public-api-client.log'
=== TeX engine is 'pdfTeX'
Latexmk: applying rule 'makeindex datarobot-public-api-client.idx'...
This is makeindex, version 2.15 [TeX Live 2022/dev] (kpathsea + Thai support).
Scanning style file ./python.ist.......done (7 attributes redefined, 0 ignored).
Scanning input file datarobot-public-api-client.idx......done (2077 entries accepted, 0 rejected).
Sorting entries......................done (27179 comparisons).
Generating output file datarobot-public-api-client.ind......done (3533 lines written, 0 warnings).
Output written in datarobot-public-api-client.ind.
Transcript written in datarobot-public-api-client.ilg.
Rule 'pdflatex': File changes, etc:
   Changed files, or newly in use since previous run(s):
      'datarobot-public-api-client.aux'
      'datarobot-public-api-client.ind'
      'datarobot-public-api-client.out'
------------
Run number 2 of rule 'pdflatex'
------------
------------
Running 'pdflatex   -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client"  "DataRobotPython_3.13.0rc0_Docs.tex"'
------------
Latexmk: applying rule 'pdflatex'...
This is pdfTeX, Version 3.141592653-2.6-1.40.22 (TeX Live 2022/dev/Debian) (preloaded format=pdflatex)
 restricted \write18 enabled.
entering extended mode
(./DataRobotPython_3.13.0rc0_Docs.tex
LaTeX2e <2021-11-15> patch level 1
L3 programming layer <2022-01-21> (./sphinxmanual.cls
Document Class: sphinxmanual 2019/12/01 v2.3.0 Document class (Sphinx manual)
(/usr/share/texlive/texmf-dist/tex/latex/base/report.cls
Document Class: report 2021/10/04 v1.4n Standard LaTeX document class
(/usr/share/texlive/texmf-dist/tex/latex/base/size10.clo)))
(/usr/share/texlive/texmf-dist/tex/latex/cmap/cmap.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/fontenc.sty<<t1.cmap>>)
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsmath.sty
For additional information on amsmath, use the `?' option.
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amstext.sty
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsgen.sty))
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsbsy.sty)
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsopn.sty))
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/amssymb.sty
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/amsfonts.sty))
(/usr/share/texlive/texmf-dist/tex/generic/babel/babel.sty
(/usr/share/texlive/texmf-dist/tex/generic/babel/txtbabel.def)
(/usr/share/texlive/texmf-dist/tex/generic/babel-english/english.ldf))
(/usr/share/texmf/tex/latex/tex-gyre/tgtermes.sty
(/usr/share/texlive/texmf-dist/tex/latex/kvoptions/kvoptions.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/keyval.sty)
(/usr/share/texlive/texmf-dist/tex/generic/ltxcmds/ltxcmds.sty)
(/usr/share/texlive/texmf-dist/tex/generic/kvsetkeys/kvsetkeys.sty)))
(/usr/share/texmf/tex/latex/tex-gyre/tgheros.sty)
(/usr/share/texlive/texmf-dist/tex/latex/fncychap/fncychap.sty) (./sphinx.sty
(/usr/share/texlive/texmf-dist/tex/latex/xcolor/xcolor.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics-cfg/color.cfg)
(/usr/share/texlive/texmf-dist/tex/latex/graphics-def/pdftex.def))
(./sphinxoptionshyperref.sty) (./sphinxoptionsgeometry.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/textcomp.sty)
(/usr/share/texlive/texmf-dist/tex/latex/float/float.sty)
(/usr/share/texlive/texmf-dist/tex/latex/wrapfig/wrapfig.sty)
(/usr/share/texlive/texmf-dist/tex/latex/capt-of/capt-of.sty)
(/usr/share/texlive/texmf-dist/tex/latex/tools/multicol.sty)
(/usr/share/texlive/texmf-dist/tex/latex/graphics/graphicx.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/graphics.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/trig.sty)
(/usr/share/texlive/texmf-dist/tex/latex/graphics-cfg/graphics.cfg)))
(./sphinxlatexgraphics.sty) (./sphinxpackageboxes.sty
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/pict2e.sty
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/pict2e.cfg)
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/p2e-pdftex.def))
(/usr/share/texlive/texmf-dist/tex/latex/ellipse/ellipse.sty))
(./sphinxlatexadmonitions.sty
(/usr/share/texlive/texmf-dist/tex/latex/framed/framed.sty)
(./sphinxpackagefootnote.sty)) (./sphinxlatexliterals.sty
(/usr/share/texlive/texmf-dist/tex/latex/fancyvrb/fancyvrb.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/alltt.sty)
(/usr/share/texlive/texmf-dist/tex/latex/upquote/upquote.sty)
(/usr/share/texlive/texmf-dist/tex/latex/needspace/needspace.sty))
(./sphinxlatexshadowbox.sty) (./sphinxlatexcontainers.sty)
(./sphinxhighlight.sty) (./sphinxlatextables.sty
(/usr/share/texlive/texmf-dist/tex/latex/tabulary/tabulary.sty
(/usr/share/texlive/texmf-dist/tex/latex/tools/array.sty))
(/usr/share/texlive/texmf-dist/tex/latex/tools/longtable.sty)
(/usr/share/texlive/texmf-dist/tex/latex/varwidth/varwidth.sty)
(/usr/share/texlive/texmf-dist/tex/latex/colortbl/colortbl.sty)
(/usr/share/texlive/texmf-dist/tex/latex/booktabs/booktabs.sty))
(./sphinxlatexnumfig.sty) (./sphinxlatexlists.sty) (./sphinxlatexindbibtoc.sty
(/usr/share/texlive/texmf-dist/tex/latex/base/makeidx.sty))
(./sphinxlatexstylepage.sty
(/usr/share/texlive/texmf-dist/tex/latex/parskip/parskip.sty
(/usr/share/texlive/texmf-dist/tex/latex/etoolbox/etoolbox.sty))
(/usr/share/texlive/texmf-dist/tex/latex/fancyhdr/fancyhdr.sty))
(./sphinxlatexstyleheadings.sty
(/usr/share/texlive/texmf-dist/tex/latex/titlesec/titlesec.sty))
(./sphinxlatexstyletext.sty) (./sphinxlatexobjects.sty))
(/usr/share/texlive/texmf-dist/tex/latex/geometry/geometry.sty
(/usr/share/texlive/texmf-dist/tex/generic/iftex/ifvtex.sty
(/usr/share/texlive/texmf-dist/tex/generic/iftex/iftex.sty))) (./nbsphinx.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref.sty
(/usr/share/texlive/texmf-dist/tex/generic/pdftexcmds/pdftexcmds.sty
(/usr/share/texlive/texmf-dist/tex/generic/infwarerr/infwarerr.sty))
(/usr/share/texlive/texmf-dist/tex/generic/kvdefinekeys/kvdefinekeys.sty)
(/usr/share/texlive/texmf-dist/tex/generic/pdfescape/pdfescape.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hycolor/hycolor.sty)
(/usr/share/texlive/texmf-dist/tex/latex/letltxmacro/letltxmacro.sty)
(/usr/share/texlive/texmf-dist/tex/latex/auxhook/auxhook.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/pd1enc.def)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref-langpatches.def)
(/usr/share/texlive/texmf-dist/tex/generic/intcalc/intcalc.sty)
(/usr/share/texlive/texmf-dist/tex/generic/etexcmds/etexcmds.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/puenc.def)
(/usr/share/texlive/texmf-dist/tex/latex/url/url.sty)
(/usr/share/texlive/texmf-dist/tex/generic/bitset/bitset.sty
(/usr/share/texlive/texmf-dist/tex/generic/bigintcalc/bigintcalc.sty))
(/usr/share/texlive/texmf-dist/tex/latex/base/atbegshi-ltx.sty))
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hpdftex.def
(/usr/share/texlive/texmf-dist/tex/latex/base/atveryend-ltx.sty)
(/usr/share/texlive/texmf-dist/tex/latex/rerunfilecheck/rerunfilecheck.sty
(/usr/share/texlive/texmf-dist/tex/generic/uniquecounter/uniquecounter.sty)))
(/usr/share/texlive/texmf-dist/tex/latex/oberdiek/hypcap.sty)
(./sphinxmessages.sty)
(/usr/share/texlive/texmf-dist/tex/latex/enumitem/enumitem.sty)
(/usr/share/texlive/texmf-dist/tex/xelatex/xecjk/xeCJK.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3kernel/expl3.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3backend/l3backend-pdftex.def))

! Critical Package xeCJK Error: The xeCJK package requires XeTeX to function.
(xeCJK)                         
(xeCJK)                         You must change your typesetting engine to
(xeCJK)                         "xelatex"
(xeCJK)                         instead of plain "latex" or "pdflatex" or
(xeCJK)                         "lualatex".
(xeCJK)                         Loading xeCJK will abort!

Type <return> to continue.
 ...                                              
                                                  
l.43 ..._critical:nn { xeCJK } { Require-XeTeX } }
                                                  
) (/usr/share/texlive/texmf-dist/tex/latex/idxlayout/idxlayout.sty)
Writing index file datarobot-public-api-client.idx
(/usr/share/texlive/texmf-dist/tex/latex/ragged2e/ragged2e.sty)
(/usr/share/texmf/tex/latex/tex-gyre/t1qtm.fd)
(./datarobot-public-api-client.aux)
(/usr/share/texlive/texmf-dist/tex/context/base/mkii/supp-pdf.mkii
[Loading MPS to PDF converter (version 2006.09.02).]
) (/usr/share/texlive/texmf-dist/tex/latex/epstopdf-pkg/epstopdf-base.sty
(/usr/share/texlive/texmf-dist/tex/latex/latexconfig/epstopdf-sys.cfg))
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3packages/l3keys2e/l3keys2e.sty)
(/usr/share/texlive/texmf-dist/tex/latex/l3packages/xparse/xparse.sty)
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-generic-help
er.sty
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-mapping.def)
))
*geometry* driver: auto-detecting
*geometry* detected driver: pdftex
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/nameref.sty
(/usr/share/texlive/texmf-dist/tex/latex/refcount/refcount.sty)
(/usr/share/texlive/texmf-dist/tex/generic/gettitlestring/gettitlestring.sty))
(./datarobot-public-api-client.out) (./datarobot-public-api-client.out)
(/usr/share/texmf/tex/latex/tex-gyre/t1qhv.fd)<<ot1.cmap>><<oml.cmap>><<oms.cma
p>><<omx.cmap>> (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsa.fd)
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsb.fd) [1{/var/lib/texmf/fo
nts/map/pdftex/updmap/pdftex.map}] [2] (./datarobot-public-api-client.toc
[1] [2] [3]
Overfull \hbox (4.49997pt too wide) detected at line 582
 []\T1/qtm/m/n/10 1005

Overfull \hbox (4.49997pt too wide) detected at line 589
 []\T1/qtm/m/n/10 1006

Overfull \hbox (4.49997pt too wide) detected at line 594
 []\T1/qtm/m/n/10 1007

Overfull \hbox (4.49997pt too wide) detected at line 599
 []\T1/qtm/m/n/10 1008

Overfull \hbox (4.49997pt too wide) detected at line 606
 []\T1/qtm/m/n/10 1010

Overfull \hbox (4.49997pt too wide) detected at line 607
 []\T1/qtm/m/n/10 1010

Overfull \hbox (4.49997pt too wide) detected at line 610
 []\T1/qtm/m/n/10 1010

Overfull \hbox (4.49997pt too wide) detected at line 615
 []\T1/qtm/m/n/10 1011

Overfull \hbox (4.49997pt too wide) detected at line 627
 []\T1/qtm/m/n/10 1015

Overfull \hbox (4.49997pt too wide) detected at line 635
 []\T1/qtm/m/n/10 1018

Overfull \hbox (4.49997pt too wide) detected at line 644
 []\T1/qtm/m/n/10 1023

Overfull \hbox (4.49997pt too wide) detected at line 651
 []\T1/qtm/m/n/10 1026

Overfull \hbox (4.49997pt too wide) detected at line 660
 []\T1/qtm/m/n/10 1026

Overfull \hbox (4.49997pt too wide) detected at line 668
 []\T1/qtm/m/n/10 1033

Overfull \hbox (4.49997pt too wide) detected at line 673
 []\T1/qtm/m/n/10 1035

Overfull \hbox (4.49997pt too wide) detected at line 683
 []\T1/qtm/m/n/10 1040

Overfull \hbox (4.49997pt too wide) detected at line 685
 []\T1/qtm/m/n/10 1040

Overfull \hbox (4.49997pt too wide) detected at line 691
 []\T1/qtm/m/n/10 1041

Overfull \hbox (4.49997pt too wide) detected at line 693
 []\T1/qtm/m/n/10 1041

Overfull \hbox (4.49997pt too wide) detected at line 696
 []\T1/qtm/m/n/10 1041

Overfull \hbox (4.49997pt too wide) detected at line 698
 []\T1/qtm/m/n/10 1042
[4]
Overfull \hbox (4.49997pt too wide) detected at line 706
 []\T1/qtm/m/n/10 1045

Overfull \hbox (4.49997pt too wide) detected at line 714
 []\T1/qtm/m/n/10 1047

Overfull \hbox (4.49997pt too wide) detected at line 722
 []\T1/qtm/m/n/10 1049

Overfull \hbox (4.49997pt too wide) detected at line 729
 []\T1/qtm/m/n/10 1052

Overfull \hbox (4.49997pt too wide) detected at line 737
 []\T1/qtm/m/n/10 1054

Overfull \hbox (4.49997pt too wide) detected at line 742
 []\T1/qtm/m/n/10 1056

Overfull \hbox (4.49997pt too wide) detected at line 749
 []\T1/qtm/m/n/10 1057

Overfull \hbox (4.49997pt too wide) detected at line 756
 []\T1/qtm/m/n/10 1060

Overfull \hbox (4.49997pt too wide) detected at line 762
 []\T1/qtm/m/n/10 1061

Overfull \hbox (4.49997pt too wide) detected at line 768
 []\T1/qtm/m/n/10 1064

Overfull \hbox (4.49997pt too wide) detected at line 772
 []\T1/qtm/m/n/10 1066

Overfull \hbox (4.49997pt too wide) detected at line 778
 []\T1/qtm/m/n/10 1068

Overfull \hbox (4.49997pt too wide) detected at line 783
 []\T1/qtm/m/n/10 1069

Overfull \hbox (4.49997pt too wide) detected at line 788
 []\T1/qtm/m/n/10 1070

Overfull \hbox (4.49997pt too wide) detected at line 792
 []\T1/qtm/m/n/10 1071

Overfull \hbox (4.49997pt too wide) detected at line 795
 []\T1/qtm/m/n/10 1071

Overfull \hbox (4.49997pt too wide) detected at line 802
 []\T1/qtm/m/n/10 1072

Overfull \hbox (4.49997pt too wide) detected at line 805
 []\T1/qtm/m/n/10 1072

Overfull \hbox (4.49997pt too wide) detected at line 807
 []\T1/qtm/m/n/10 1073

Overfull \hbox (4.49997pt too wide) detected at line 812
 []\T1/qtm/m/n/10 1074

Overfull \hbox (4.49997pt too wide) detected at line 819
 []\T1/qtm/m/n/10 1075

Overfull \hbox (4.49997pt too wide) detected at line 821
 []\T1/qtm/m/n/10 1075

Overfull \hbox (4.49997pt too wide) detected at line 827
 []\T1/qtm/m/n/10 1076

Overfull \hbox (4.49997pt too wide) detected at line 831
 []\T1/qtm/m/n/10 1077

Overfull \hbox (4.49997pt too wide) detected at line 833
 []\T1/qtm/m/n/10 1077

Overfull \hbox (4.49997pt too wide) detected at line 837
 []\T1/qtm/m/n/10 1078

Overfull \hbox (4.49997pt too wide) detected at line 839
 []\T1/qtm/m/n/10 1079

Overfull \hbox (4.49997pt too wide) detected at line 841
 []\T1/qtm/m/n/10 1079

Overfull \hbox (4.49997pt too wide) detected at line 845
 []\T1/qtm/m/n/10 1079

Overfull \hbox (4.49997pt too wide) detected at line 848
 []\T1/qtm/m/n/10 1080

Overfull \hbox (4.49997pt too wide) detected at line 854
 []\T1/qtm/m/n/10 1081

Overfull \hbox (4.49997pt too wide) detected at line 856
 []\T1/qtm/m/n/10 1081

Overfull \hbox (4.49997pt too wide) detected at line 859
 []\T1/qtm/m/n/10 1082

Overfull \hbox (4.49997pt too wide) detected at line 867
 []\T1/qtm/m/n/10 1083

Overfull \hbox (4.49997pt too wide) detected at line 874
 []\T1/qtm/m/n/10 1084

Overfull \hbox (4.49997pt too wide) detected at line 876
 []\T1/qtm/m/n/10 1085

Overfull \hbox (4.49997pt too wide) detected at line 883
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 885
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 887
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 889
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 894
 []\T1/qtm/m/n/10 1087

Overfull \hbox (4.49997pt too wide) detected at line 897
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 901
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 902
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 903
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 904
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 905
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 906
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 907
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 908
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 909
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 910
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 911
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 912
 []\T1/qtm/m/n/10 1089
[5]
Overfull \hbox (4.49997pt too wide) detected at line 913
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 914
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 915
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 916
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 917
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 918
 []\T1/qtm/m/n/10 1090
) [6] [1] [2]
Chapter 1.

Underfull \hbox (badness 10000) in paragraph at lines 159--159
[][][]\T1/qtm/m/it/10 Ad-min-is-tra-
[3] [4]
Chapter 2.
(/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd)
(/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [5]
Underfull \hbox (badness 10000) in paragraph at lines 230--233
[][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes CSV dat
a from a URL. If you have set

Underfull \hbox (badness 10000) in paragraph at lines 239--243
[][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes
 data from a data source. If you have set
[6] [7] [8] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9] [10] [11]
[12]
Overfull \vbox (1.18929pt too high) detected at line 779
[13] [14]
Overfull \vbox (1.2373pt too high) detected at line 951
[15] [16] [17] [18] [19] [20] [21] [22]
Chapter 3.
[23] [24] [25] [26] [27] [28] [29]
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd)
[30] [31] [32] [33] [34]
Underfull \hbox (badness 10000) in paragraph at lines 2190--2192
[]\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift
 charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method

Underfull \hbox (badness 10000) in paragraph at lines 2204--2209
\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1
0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n
/10 and
[35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46]
Overfull \vbox (0.73009pt too high) detected at line 3056
[47] [48] [49] [50]
Underfull \hbox (badness 10000) in paragraph at lines 3301--3307
[]\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 
and \T1/txtt/m/n/10 PredictionExplanations.
[51] [52]
Overfull \vbox (0.52194pt too high) detected at line 3465
[53] [54]
Overfull \vbox (0.93639pt too high) detected at line 3617
[55] [56] [57]

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             
[58] [59] [60] [61] [62] [63] [64] [65] [66]
Underfull \hbox (badness 10000) in paragraph at lines 4410--4413
[]\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne
d by the [][]\T1/txtt/m/sl/10 partitioning_methods.
[67]
Underfull \hbox (badness 10000) in paragraph at lines 4483--4488
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing
 the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1
0 and
[68]
Underfull \hbox (badness 10000) in paragraph at lines 4515--4520
\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra
cy over Time plot. To do so use

Underfull \hbox (badness 7558) in paragraph at lines 4515--4520
[][]\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot[][]\T1/qtm/m/n/1
0 . You can also re-trieve the de-tailed meta-data us-ing
[69] [70] [71]

! LaTeX Error: Unicode character 物 (U+7269)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}}
                                                  

! LaTeX Error: Unicode character 类 (U+7C7B)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}}
                                                  
[72] [73] [74] [75] [76] [77]
Underfull \hbox (badness 10000) in paragraph at lines 5155--5158
[][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t
or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now
 set-tings
[78]
Underfull \hbox (badness 6141) in paragraph at lines 5251--5258
[]\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t
he span of the ef-fec-tive Fea-ture Deriva-
[79] [80] [81]
Underfull \hbox (badness 10000) in paragraph at lines 5539--5544
[]\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a [][]\T1/txt
t/m/sl/10 DatetimeModel[][] \T1/qtm/m/n/10 us-ing the [][]\T1/txtt/m/sl/10 Date
timeModel.
[82] [83] [84]
Underfull \vbox (badness 10000) detected at line 5733

Underfull \vbox (badness 10000) detected at line 5733
[85] [86] [87]
Underfull \hbox (badness 7012) in paragraph at lines 5868--5871
[]\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/
10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\
T1/qtm/m/n/10 , and
[88]
Underfull \hbox (badness 10000) in paragraph at lines 5918--5921
[]\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s
), re-quest com-pute ex-ter-nal test on one of
[89] [90] [91] [92] [93] [94] [95]

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              
[96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a
ctivation_map2.png>] [100] [101 <./embeddings.png>] [102] [103] [104]
Overfull \vbox (1.18929pt too high) detected at line 7227
[105] [106] [107] [108]
Chapter 4.
[109]
Overfull \vbox (1.18929pt too high) detected at line 7571
[110] [111] [112] [113] [114] [115] [116] [117] [118]
Overfull \vbox (1.27087pt too high) detected at line 8239
[119] [120] [121] [122]
Overfull \vbox (0.53955pt too high) detected at line 8501
[123]
Underfull \hbox (badness 6477) in paragraph at lines 8527--8532
[]\T1/qtm/m/n/10 In or-der to sched-ule the ex-e-cu-tion of a batch pre-dic-tio
n job, a def-i-ni-tion must first be cre-ated us-

Underfull \hbox (badness 10000) in paragraph at lines 8533--8535
[]\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/
m/sl/10 datarobot.models.BatchPredictionJobDefinition.
[124]
Underfull \hbox (badness 10000) in paragraph at lines 8617--8620
[]|\T1/qtm/m/n/10 The hour(s)

Underfull \hbox (badness 10000) in paragraph at lines 8617--8620
\T1/qtm/m/n/10 of the day

Underfull \hbox (badness 6592) in paragraph at lines 8617--8620
\T1/qtm/m/n/10 that the job

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
[]|\T1/qtm/m/n/10 Strings, ei-

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 ther 3-letter

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 ab-bre-vi-a-tions

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 or the full

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 month, can

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 change-ably

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
[]\T1/qtm/m/n/10 Months that

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/qtm/m/n/10 pat-i-ble with

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/qtm/m/n/10 are ig-nored,

Overfull \hbox (13.14194pt too wide) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 "day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 ": [31],

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 "month":[

Underfull \hbox (badness 5563) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 the job will

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ab-bre-vi-a-

Underfull \hbox (badness 6592) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 tions or the

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 full name

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 of the day,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 in-ter-change-

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ably (e.g.,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^Psun-day^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^PSun-day^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^Psun^^Q, or

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^PSun^^Q, all

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 field is ad-

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 di-tive with

Overfull \hbox (10.39195pt too wide) in paragraph at lines 8649--8652
\T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 mean-ing the

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 job will

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 run both

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 on the date

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 spec-i-fied by

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8649--8652
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 5147) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 and the day

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 de-fined in

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
[]|\T1/qtm/m/n/10 The date(s)

Underfull \hbox (badness 6592) in paragraph at lines 8662--8664
\T1/qtm/m/n/10 that the job

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
\T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
\T1/qtm/m/n/10 days of the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 field is ad-

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 di-tive with

Overfull \hbox (5.14197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 mean-ing the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 job will

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 the date(s)

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 de-fined in

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 this field

Underfull \hbox (badness 5147) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 and the day

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 spec-i-fied by

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 dates 1st,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 2nd, 3rd,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 plus ev-ery

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 is set to

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 is de-fined,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 will trig-ger

Underfull \hbox (badness 6348) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 that matches

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 Tues-day the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 2nd, 9th,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 16th, 23rd,

Underfull \hbox (badness 10000) in paragraph at lines 8670--8673
\T1/qtm/m/n/10 such as
[125]
Overfull \vbox (676.10883pt too high) has occurred while \output is active
[126]
Underfull \hbox (badness 5832) in paragraph at lines 8681--8687
\T1/qtm/m/n/10 Job def-i-ni-tions are only be ex-e-cuted by the sched-uler if \
T1/txtt/m/n/10 enabled \T1/qtm/m/n/10 is set to \T1/txtt/m/n/10 True\T1/qtm/m/n
/10 . If you have a

Underfull \hbox (badness 8056) in paragraph at lines 8681--8687
\T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled
 job, but should now be stopped, sim-ply
[127] [128]
Chapter 5.
[129] [130] [131] [132] [133] [134] [135] [136] [137] [138] [139] [140]
[141] [142] [143]
Underfull \hbox (badness 10000) in paragraph at lines 9806--9810
\T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGr
antSharedRoleWithId[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.model
s.
[144] [145] [146] [147] [148] [149] [150] [151]
Overfull \vbox (1.93637pt too high) detected at line 10336
[152] [153] [154]
Underfull \hbox (badness 7415) in paragraph at lines 10500--10502
[]\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for
-ma-tion. For model spe-cific met-rics set
[155] [156]
Underfull \hbox (badness 10000) in paragraph at lines 10588--10590
\T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset 
in the Data Reg-istry, use the
[157] [158] [159] [160] [161] [162] [163] [164]
Overfull \vbox (0.52194pt too high) detected at line 11267
[165]
Underfull \hbox (badness 10000) in paragraph at lines 11313--11316
[]\T1/qtm/m/n/10 Re-fer to [][]\T1/txtt/m/sl/10 ExecutionEnvironment[][] \T1/qt
m/m/n/10 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and
[166] [167] [168]
Overfull \vbox (1.27087pt too high) detected at line 11514
[169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180]
[181]
Overfull \vbox (2.67389pt too high) detected at line 12356
[182] [183] [184]
Underfull \hbox (badness 10000) in paragraph at lines 12478--12481
\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate
, use \T1/txtt/m/n/10 dr.registry.Job.
[185] [186] [187]
Underfull \hbox (badness 10000) in paragraph at lines 12737--12740
[]\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are
 re-turned by pass-ing an in-stance of the
[188] [189] [190] [191] [192]
Chapter 6.
[193] [194] [195] [196] [197] [198] [199] [200] [201] [202]
Chapter 7.
[203] [204] [205] [206]
Underfull \hbox (badness 10000) in paragraph at lines 13880--13883
[]\T1/qtm/m/n/10 Use Cases sup-port \T1/txtt/m/n/10 SHARING_ROLE.OWNER\T1/qtm/m
/n/10 , \T1/txtt/m/n/10 SHARING_ROLE.EDITOR\T1/qtm/m/n/10 , \T1/txtt/m/n/10 SHA
RING_ROLE.CONSUMER \T1/qtm/m/n/10 and
[207] [208]
Chapter 8.
[209] [210] [211] [212]
Chapter 9.
[213] [214]
Chapter 10.
[215] [216] [217] [218]
Chapter 11.
[219] [220]
Chapter 12.
[221] [222] [223] [224] [225] [226] [227]
Overfull \vbox (1.75995pt too high) detected at line 15779
[228] [229] [230]
Chapter 13.
[231] [232] [233] [234] [235] [236] [237]
Underfull \hbox (badness 10000) in paragraph at lines 16814--16817
[]\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U The URL for the pre-dic-tion dataset (e.g.:

Underfull \hbox (badness 10000) in paragraph at lines 16819--16822
[]\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U The URL for the scored dataset (e.g.:
[238]
Underfull \hbox (badness 10000) in paragraph at lines 16870--16873
[]\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U The URL for the pre-dic-tion dataset (e.g.:

Underfull \hbox (badness 10000) in paragraph at lines 16875--16878
[]\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U The URL for the scored dataset (e.g.:
[239]
Underfull \hbox (badness 10000) in paragraph at lines 17049--17051
[]\T1/qtm/m/n/10 par-ti-tion : sub-set of train-ing data to score, one of \T1/t
xtt/m/n/10 datarobot.enums.
[240] [241] [242] [243] [244] [245] [246] [247] [248] [249]
Underfull \hbox (badness 6364) in paragraph at lines 18083--18085
\T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr
e-dict job, e.g. job_type !=
[250] [251] [252] [253] [254]
Chapter 14.

Overfull \hbox (5.07387pt too wide) in paragraph at lines 18620--18620
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 

Overfull \hbox (10.32385pt too wide) in paragraph at lines 18680--18680
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 
[255]
Overfull \hbox (5.07387pt too wide) in paragraph at lines 18739--18739
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 
[256] [257] [258]
Chapter 15.
[259] [260] [261]
Underfull \hbox (badness 10000) in paragraph at lines 19395--19397
[]\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[
UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 19427--19429
[]\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[
enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/
10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 ,
[262] [263] [264] [265]
Overfull \hbox (33.22383pt too wide) in paragraph at lines 20005--20007
[]\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu
eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 )
[266]
Underfull \hbox (badness 10000) in paragraph at lines 20066--20068
[]\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T
S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1
/txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt
/m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 ,
[267]
Underfull \hbox (badness 10000) in paragraph at lines 20158--20160
[]\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon
trolWithUsernameValidator\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 20211--20213
[]\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T
1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/
10 , \T1/txtt/m/n/10 at most this many results are
[268]
Underfull \hbox (badness 10000) in paragraph at lines 20310--20313
[]\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep
rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of
[269]
Overfull \hbox (33.22383pt too wide) in paragraph at lines 20485--20487
[]\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu
eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 )
[270]
Underfull \hbox (badness 5711) in paragraph at lines 20611--20613
[]\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D
efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user

Underfull \hbox (badness 10000) in paragraph at lines 20650--20652
[]\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T
1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/
10 , \T1/txtt/m/n/10 at most this many results are
[271] [272] [273]
Underfull \hbox (badness 10000) in paragraph at lines 21015--21020
[]\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions

Underfull \hbox (badness 6658) in paragraph at lines 21015--21020
\T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us
es de-fault
[274] [275] [276] [277] [278] [279] [280] [281] [282] [283] [284] [285]
[286] [287] [288]
Chapter 16.
[289] [290] [291] [292]
Chapter 17.
[293]
Overfull \vbox (0.94989pt too high) detected at line 23504
[294]
Underfull \vbox (badness 7522) detected at line 23624

Overfull \vbox (4.48987pt too high) detected at line 23624
[295] [296]
Underfull \hbox (badness 10000) in paragraph at lines 23714--23716
[]\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje
cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains

Overfull \vbox (42.9599pt too high) detected at line 23788
[297] [298] [299] [300] [301] [302]
Chapter 18.
[303] [304] [305] [306] [307] [308] [309] [310]
Underfull \hbox (badness 5475) in paragraph at lines 25138--25140
[]\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe
cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that
[311] [312]
Chapter 19.
[313] [314] [315]
Underfull \hbox (badness 5274) in paragraph at lines 25517--25519
[]\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet
ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time
[316] [317] [318] [319]
Overfull \vbox (2.75995pt too high) detected at line 25853
[320] [321] [322] [323] [324] [325] [326] [327]
Overfull \hbox (12.22389pt too wide) in paragraph at lines 26760--26762
[]\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC
ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 )
[328]
Underfull \hbox (badness 10000) in paragraph at lines 26865--26871
\T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f
or 2 calls:
[329] [330] [331] [332] [333] [334]
Chapter 20.

Underfull \hbox (badness 5924) in paragraph at lines 27522--27527
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1
0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 ,
[335]
Underfull \hbox (badness 10000) in paragraph at lines 27591--27594
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 27591--27594
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 27591--27594
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27605--27607
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[336]
Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
[]\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET
_TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus-

Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
\T1/qtm/m/n/10 tom in-fer-ence model. Val-ues: [\T1/qtm/m/it/10 datarobot.TARGE
T_TYPE.BINARY\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , \T1/qtm/m/it/1
0 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 ,

Overfull \hbox (33.36987pt too wide) in paragraph at lines 27779--27784
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it
/10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] 
[337]
Underfull \hbox (badness 10000) in paragraph at lines 27821--27824
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 27821--27824
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 27821--27824
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27835--27838
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[338]
Underfull \hbox (badness 10000) in paragraph at lines 27963--27966
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[339] [340]
Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
[]\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U the type of the im-age, ei-ther CUS-

Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
\T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test-

Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
\T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C
US-

Underfull \hbox (badness 10000) in paragraph at lines 28260--28263
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 28260--28263
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28260--28263
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[341]
Underfull \hbox (badness 10000) in paragraph at lines 28312--28315
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28312--28315
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28312--28315
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[342] [343]
Underfull \hbox (badness 10000) in paragraph at lines 28628--28631
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 28628--28631
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28628--28631
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[344]
Underfull \hbox (badness 10000) in paragraph at lines 28735--28742
[]\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID

Underfull \hbox (badness 5077) in paragraph at lines 28735--28742
\T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ
ment_id^^Q and

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
[]\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/
m/n/10 ) ^^U The list of tu-ples, where val-ues in each

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho
uld be

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names 
will be

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f
ile1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 ^^Pfile1.txt^^Q), (^^P/home/user/Documents/myModel/folder/file2.
txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil
e1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28766--28769
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28766--28769
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28766--28769
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[345]
Underfull \vbox (badness 2970) detected at line 28890
[346]
Underfull \hbox (badness 10000) in paragraph at lines 28937--28944
[]\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID

Underfull \hbox (badness 5077) in paragraph at lines 28937--28944
\T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ
ment_id^^Q and
[347]
Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
[]\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/
m/n/10 ) ^^U The list of tu-ples, where val-ues in each

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho
uld be

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will
 be

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi
le1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 ^^Pfile1.txt^^Q), (^^P/home/user/Documents/myModel/folder/file2.
txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil
e1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28973--28976
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28973--28976
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28973--28976
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[348] [349] [350] [351] [352] [353] [354] [355] [356] [357]
Underfull \hbox (badness 10000) in paragraph at lines 30403--30405
[]\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][]
old_user@datarobot.com[][] to
[358] [359]
Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
[]\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U build sta-tus of

Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
\T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See

Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
\T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS
[360] [361] [362]
Chapter 21.
[363] [364] [365] [366]
Chapter 22.
[367] [368] [369] [370] [371] [372]
Chapter 23.
[373]
Underfull \hbox (badness 10000) in paragraph at lines 32110--32113
[]\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver-
[374] [375] [376] [377]
Underfull \hbox (badness 10000) in paragraph at lines 32637--32639
[]\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 )
 ^^U Op-tional. The full JDBC URL (for ex-am-ple:
[378]
Underfull \hbox (badness 10000) in paragraph at lines 32705--32707
[]\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 )
 ^^U Op-tional. The full JDBC URL (for ex-am-ple:
[379] [380] [381]
Overfull \vbox (27.92998pt too high) detected at line 33072
[382] [383] [384] [385] [386] [387] [388]
Chapter 24.
[389] [390]
Chapter 25.
[391] [392] [393] [394] [395] [396]
Underfull \hbox (badness 10000) in paragraph at lines 34309--34312
[] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/
m/n/10 ^^U from datarobot.models.deployment

Underfull \hbox (badness 10000) in paragraph at lines 34309--34312
\T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex-
[397] [398]
Chapter 26.
[399] [400] [401] [402] [403] [404] [405] [406] [407] [408] [409] [410]
[411] [412] [413]
Underfull \hbox (badness 10000) in paragraph at lines 36385--36392
\T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _
 SOURCE _ GIVEN _
[414] [415] [416] [417]
Overfull \vbox (1.75995pt too high) detected at line 36867
[418] [419] [420] [421] [422] [423] [424]
Chapter 27.
[425]
Overfull \vbox (18.5899pt too high) detected at line 37492
[426] [427] [428] [429]
Underfull \hbox (badness 10000) in paragraph at lines 37752--37755
[]\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1
0 ]) ^^U
[430]
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd)
[431] [432] [433] [434] [435] [436] [437] [438] [439] [440] [441] [442]
[443] [444] [445] [446]
Underfull \hbox (badness 10000) in paragraph at lines 39527--39530
[]\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [
[][]\T1/txtt/m/sl/10 CategoricalStatsMethods[][]\T1/qtm/m/n/10 ]) ^^U List of m
eth-

Underfull \hbox (badness 10000) in paragraph at lines 39527--39530
\T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports

[447] [448] [449] [450]
Underfull \vbox (badness 10000) detected at line 39883

Overfull \vbox (27.2299pt too high) detected at line 39883
[451] [452] [453]
Underfull \vbox (badness 10000) detected at line 40141

Overfull \vbox (33.2399pt too high) detected at line 40141
[454] [455] [456] [457] [458]
Chapter 28.
[459] [460] [461] [462]
Underfull \vbox (badness 10000) detected at line 41243

Overfull \vbox (24.0pt too high) detected at line 41243
[463]
Overfull \vbox (0.89993pt too high) detected at line 41324
[464] [465] [466]
Underfull \hbox (badness 10000) in paragraph at lines 41558--41560
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[467]
Underfull \hbox (badness 10000) in paragraph at lines 41710--41713
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[468] [469]
Underfull \hbox (badness 10000) in paragraph at lines 41961--41964
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[470]
Underfull \hbox (badness 10000) in paragraph at lines 42087--42089
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[471] [472] [473] [474]
Underfull \hbox (badness 10000) in paragraph at lines 42702--42705
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[475]
Underfull \hbox (badness 10000) in paragraph at lines 42761--42765
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[476] [477] [478]
Underfull \hbox (badness 10000) in paragraph at lines 43236--43239
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[479] [480]
Underfull \hbox (badness 10000) in paragraph at lines 43427--43432
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 43427--43432
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[481] [482] [483]
Underfull \hbox (badness 10000) in paragraph at lines 43683--43686
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 43688--43694
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 43732--43734
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 43768--43770
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[484] [485] [486]
Underfull \hbox (badness 10000) in paragraph at lines 44094--44103
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[487]
Underfull \hbox (badness 10000) in paragraph at lines 44163--44168
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 44163--44168
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 44176--44179
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[488] [489] [490] [491] [492] [493] [494] [495] [496]
Underfull \hbox (badness 10000) in paragraph at lines 45252--45254
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[497]
Underfull \hbox (badness 10000) in paragraph at lines 45404--45407
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[498] [499]
Underfull \hbox (badness 10000) in paragraph at lines 45655--45658
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[500]
Underfull \hbox (badness 10000) in paragraph at lines 45781--45783
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[501] [502] [503] [504] [505]
Underfull \hbox (badness 10000) in paragraph at lines 46396--46399
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 46455--46459
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[506] [507] [508] [509]
Underfull \hbox (badness 10000) in paragraph at lines 46900--46903
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[510] [511]
Underfull \hbox (badness 10000) in paragraph at lines 47206--47209
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 47211--47217
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the
[512]
Underfull \hbox (badness 10000) in paragraph at lines 47255--47257
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 47291--47293
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[513] [514] [515] [516] [517] [518] [519] [520] [521] [522] [523]
Underfull \hbox (badness 10000) in paragraph at lines 48640--48642
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[524] [525]
Underfull \hbox (badness 10000) in paragraph at lines 48792--48795
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[526] [527]
Underfull \hbox (badness 10000) in paragraph at lines 49043--49046
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and

Underfull \hbox (badness 10000) in paragraph at lines 49169--49171
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[528] [529] [530] [531] [532]
Underfull \hbox (badness 10000) in paragraph at lines 49784--49787
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 49843--49847
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[533] [534] [535] [536]
Underfull \hbox (badness 10000) in paragraph at lines 50318--50321
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[537]
Underfull \hbox (badness 10000) in paragraph at lines 50509--50514
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 50509--50514
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[538] [539] [540]
Underfull \hbox (badness 10000) in paragraph at lines 50765--50768
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 50770--50776
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 50814--50816
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[541]
Underfull \hbox (badness 10000) in paragraph at lines 50850--50852
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[542] [543]
Underfull \hbox (badness 10000) in paragraph at lines 51176--51185
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[544]
Underfull \hbox (badness 10000) in paragraph at lines 51245--51250
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 51245--51250
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 51258--51261
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[545] [546]
Underfull \hbox (badness 5217) in paragraph at lines 51488--51491
[]\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/
m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t
he way train-ing
[547] [548] [549] [550] [551]
Underfull \hbox (badness 10000) in paragraph at lines 52021--52026
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 52021--52026
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[552] [553] [554] [555] [556] [557] [558] [559] [560] [561] [562] [563]
Underfull \hbox (badness 10000) in paragraph at lines 53400--53403
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[564] [565] [566] [567] [568] [569] [570] [571] [572] [573]
Underfull \hbox (badness 10000) in paragraph at lines 54456--54458
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[574]
Underfull \hbox (badness 10000) in paragraph at lines 54556--54559
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of

Underfull \hbox (badness 10000) in paragraph at lines 54650--54652
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[575] [576] [577]
Underfull \hbox (badness 10000) in paragraph at lines 55061--55064
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[578] [579] [580] [581]
Underfull \hbox (badness 10000) in paragraph at lines 55531--55534
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of

Underfull \hbox (badness 10000) in paragraph at lines 55578--55583
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 55578--55583
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[582] [583]
Underfull \hbox (badness 10000) in paragraph at lines 55748--55751
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 55753--55759
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 55797--55799
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[584] [585]
Underfull \hbox (badness 10000) in paragraph at lines 55964--55969
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 55964--55969
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 55977--55980
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[586] [587] [588] [589] [590] [591] [592] [593] [594] [595] [596]
Underfull \hbox (badness 10000) in paragraph at lines 57262--57264
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[597]
Underfull \hbox (badness 10000) in paragraph at lines 57414--57417
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[598] [599]
Underfull \hbox (badness 10000) in paragraph at lines 57665--57668
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[600]
Underfull \hbox (badness 10000) in paragraph at lines 57791--57793
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[601] [602] [603] [604]
Underfull \hbox (badness 10000) in paragraph at lines 58406--58409
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[605]
Underfull \hbox (badness 10000) in paragraph at lines 58465--58469
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[606] [607] [608]
Underfull \hbox (badness 10000) in paragraph at lines 58940--58943
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[609] [610]
Underfull \hbox (badness 10000) in paragraph at lines 59131--59136
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 59131--59136
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[611] [612] [613]
Underfull \hbox (badness 10000) in paragraph at lines 59387--59390
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 59392--59398
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 59436--59438
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 59472--59474
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[614] [615] [616]
Underfull \hbox (badness 10000) in paragraph at lines 59798--59807
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[617]
Underfull \hbox (badness 10000) in paragraph at lines 59867--59872
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 59867--59872
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 59880--59883
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[618] [619] [620] [621] [622] [623]
Underfull \hbox (badness 10000) in paragraph at lines 60794--60796
[]\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/
10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on
[624]
Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
[]\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith
m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap-

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if
 the search

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith
m to use.

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and
 al-go-rithm:

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G
rid-Search-SearchType.SMART |

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S
earch-
[625] [626] [627] [628] [629] [630] [631] [632] [633] [634] [635] [636]
[637] [638] [639] [640] [641] [642] [643]
Underfull \hbox (badness 10000) in paragraph at lines 63424--63426
[]\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U
[644] [645] [646] [647] [648]
Chapter 29.
[649] [650]
Chapter 30.

Underfull \hbox (badness 10000) in paragraph at lines 63892--63896
[]\T1/qtm/m/n/10 datarobot-key \T1/txtt/m/n/10 str \T1/qtm/m/n/10 Cor-re-sponds
 the to the \T1/txtt/m/n/10 PredictionServer \T1/qtm/m/n/10 ^^Psnake_cased^^Q
[651] [652] [653] [654] [655] [656] [657] [658]
Overfull \vbox (0.61996pt too high) detected at line 64845
[659] [660] [661] [662] [663] [664] [665]
Underfull \hbox (badness 10000) in paragraph at lines 65586--65590
\T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy-
ment.

Underfull \hbox (badness 10000) in paragraph at lines 65586--65590
\T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting
s, see
[666] [667] [668] [669] [670] [671] [672] [673] [674] [675]
Underfull \hbox (badness 10000) in paragraph at lines 66918--66920
[]\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T
S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1
/txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt
/m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 66953--66955
\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr
olWithUsernameValidator\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 66953--66955
\T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/
10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc-
[676] [677] [678] [679] [680] [681] [682] [683] [684] [685] [686] [687]
[688] [689] [690] [691] [692] [693] [694]
Underfull \hbox (badness 10000) in paragraph at lines 69352--69356
[]\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm
/m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this

Underfull \hbox (badness 10000) in paragraph at lines 69352--69356
\T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t
arget_drift \T1/qtm/m/n/10 set-tings, see

Underfull \hbox (badness 10000) in paragraph at lines 69358--69362
[]\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt
m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this

Underfull \hbox (badness 10000) in paragraph at lines 69358--69362
\T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f
eature_drift \T1/qtm/m/n/10 set-tings, see

Underfull \hbox (badness 10000) in paragraph at lines 69382--69386
[]\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 )
 ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy-

Underfull \hbox (badness 10000) in paragraph at lines 69382--69386
\T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' 
set-tings, see
[695] [696] [697] [698]
Underfull \hbox (badness 10000) in paragraph at lines 69851--69853
[]\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list
[PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-
[699] [700] [701] [702]
Chapter 31.
[703] [704] [705] [706]
Chapter 32.
[707]
Underfull \hbox (badness 10000) in paragraph at lines 70690--70695
[]\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D
ev':6498.029,
[708] [709] [710] [711]
Underfull \hbox (badness 10000) in paragraph at lines 71232--71237
[]\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D
ev':6498.029,
[712] [713] [714]
Underfull \hbox (badness 5331) in paragraph at lines 71685--71687
[]\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n
/10 ) ^^U List of His-togram val-ues with a schema de-scribed as
[715] [716]
Underfull \hbox (badness 10000) in paragraph at lines 71926--71929
[]\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via:

Underfull \hbox (badness 10000) in paragraph at lines 71926--71929
\T1/txtt/m/n/10 pairwise_joint_probabilities.statistic_dataframes[(0,1)].loc[\T
S1/txtt/m/n/10 '\T1/txtt/m/n/10 A\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 ,
[717]
Underfull \hbox (badness 10000) in paragraph at lines 72074--72077
[]\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0|B=1) can be re-trieved via:

Underfull \hbox (badness 10000) in paragraph at lines 72074--72077
\T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)].

[718] [719] [720] [721] [722] [723] [724] [725]
Underfull \hbox (badness 5771) in paragraph at lines 73124--73128
\T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us
ed. Only al-

Underfull \hbox (badness 10000) in paragraph at lines 73130--73134
[]\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic-

Underfull \hbox (badness 10000) in paragraph at lines 73156--73159
\T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m
/n/10 datarobot.enums.
[726] [727] [728]
Underfull \hbox (badness 5771) in paragraph at lines 73405--73409
\T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us
ed. Only al-

Underfull \hbox (badness 10000) in paragraph at lines 73411--73415
[]\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in
t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of
 pre-dic-

Underfull \hbox (badness 10000) in paragraph at lines 73437--73440
\T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m
/n/10 datarobot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 73457--73459
[]\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list 
of possible settings, create a
[729]
Underfull \hbox (badness 10000) in paragraph at lines 73486--73488
[]\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1
/qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e-
ment is a

Underfull \hbox (badness 6641) in paragraph at lines 73494--73498
\T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.
helpers.feature_discovery.
[730]
Underfull \hbox (badness 10000) in paragraph at lines 73601--73603
[]\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat
asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a

Underfull \hbox (badness 6641) in paragraph at lines 73609--73613
\T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.
helpers.feature_discovery.
[731] [732] [733] [734] [735] [736]
Overfull \vbox (10.32994pt too high) detected at line 74507
[737]
Overfull \vbox (2.88174pt too high) detected at line 74589
[738] [739] [740] [741] [742]
Chapter 33.
[743] [744] [745] [746] [747] [748] [749] [750]
Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
[]\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx
tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe
r the

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th
e pub-

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS
_POLICY.NONE\T1/qtm/m/n/10 ,
[751] [752]
Chapter 34.
[753] [754] [755] [756] [757] [758] [759] [760] [761] [762] [763] [764]
[765] [766] [767] [768] [769] [770] [771] [772]
Chapter 35.
[773] [774]
Overfull \hbox (63.27374pt too wide) in paragraph at lines 78957--78960
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )
[775]
Overfull \hbox (69.97372pt too wide) in paragraph at lines 79107--79110
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )
[776] [777]
Overfull \hbox (69.97372pt too wide) in paragraph at lines 79331--79334
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )
[778]
Underfull \hbox (badness 10000) in paragraph at lines 79450--79453
[]\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U The ID of a

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
\T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic
 net-

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
\T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.
NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 79509--79512
[]\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U The ID of a

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
\T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic
 net-

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
\T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.
NONE\T1/qtm/m/n/10 ,
[779] [780]
Underfull \hbox (badness 10000) in paragraph at lines 79738--79740
[]\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 ,
[781] [782]
Chapter 36.
[783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794]
[795] [796] [797]
Underfull \hbox (badness 6592) in paragraph at lines 81777--81779
[]\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-
[798]
Underfull \hbox (badness 10000) in paragraph at lines 81895--81897
[]\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m
/n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 ,
[799] [800] [801] [802]
Chapter 37.
[803]
Underfull \hbox (badness 10000) in paragraph at lines 82446--82448
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo
[804]
Underfull \hbox (badness 10000) in paragraph at lines 82531--82533
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo
[805] [806] [807] [808] [809]
Underfull \hbox (badness 10000) in paragraph at lines 83312--83314
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo

Underfull \hbox (badness 10000) in paragraph at lines 83390--83392
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo
[810] [811] [812]
Chapter 38.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R
ocCurve >>> RocCurve.compute(

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 ") <datarobot.models.status_check_job.StatusCheckJob object at

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 0x7fc0b313cc40> >>> RocCurve.get("67643b2d87bb4954d7917323", da
ta_slice_id=

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 "6764389b4bdd48581485a58b") <datarobot.insights.roc_curve.RocCu
rve object at

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 0x7fc0a7549d20> >>> RocCurve.list("67643b2d87bb4954d7917323") [
<datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 insights.roc_curve.RocCurve object at 0x7fc0a7549f60>, ...] >>>
 RocCurve.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/
10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375,

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0
.0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1
/txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t
xtt/m/n/10 '\T1/txtt/m/n/10 : 863,
[813] [814]
Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L
iftChart >>> LiftChart.compute(

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b")

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 <datarobot.models.status_check_job.StatusCheckJob object at 0x7
fa7f5ba20b0>

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [<datarobot.insi
ghts.

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 lift_chart.LiftChart object at 0x7fe242eeaa10>, ... ] >>> LiftC
hart.get(

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b").bins

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1
/txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10
 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_
weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ]
[815] [816] [817]
Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R
esiduals >>> Residuals.list(

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [<datarobot.insights.residuals.Resi
duals

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305ae0>] >>> Residuals.compute("672e32de69b0b
676ced54d9c

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") <datarobot.models.


Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 status_check_job.StatusCheckJob object at 0x7fbcf4054b80> >>> R
esiduals.

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [<datarobot.insights.residuals
.Residuals

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305870>, <datarobot.insights.residuals.Residu
als

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305690>] >>> Residuals.get("672e32de69b0b676c
ed54d9c

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") <datarobot.insight
s.

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 residuals.Residuals object at 0x7fbce83057b0> >>> Residuals.get
(

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe
ff97").

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS
1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt
t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32.
[818] [819] [820] [821] [822] [823] [824] [825] [826] [827] [828] [829]
[830] [831]
Underfull \hbox (badness 10000) in paragraph at lines 86371--86373
[]\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums.
[832] [833] [834] [835]
Underfull \hbox (badness 10000) in paragraph at lines 87051--87053
[]\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P
ositive
[836] [837] [838] [839] [840]
Overfull \vbox (2.69994pt too high) detected at line 87579
[841] [842]
Underfull \hbox (badness 10000) in paragraph at lines 87701--87704
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 87701--87704
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions

Underfull \hbox (badness 10000) in paragraph at lines 87735--87737
\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data
robot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 87742--87744
\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 
datarobot.enums.
[843] [844] [845]
Underfull \hbox (badness 10000) in paragraph at lines 88032--88035
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 88032--88035
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions
[846] [847]
Underfull \hbox (badness 10000) in paragraph at lines 88366--88369
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 88366--88369
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions

Underfull \hbox (badness 10000) in paragraph at lines 88400--88402
\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data
robot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 88407--88409
\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 
datarobot.enums.
[848] [849] [850] [851] [852] [853]
Underfull \hbox (badness 10000) in paragraph at lines 89166--89169
[]\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA
TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met-

Underfull \hbox (badness 5563) in paragraph at lines 89166--89169
\T1/qtm/m/n/10 ric to get pair-wise data for. Since `v2.19' this is op-tional a
nd de-faults to

Underfull \hbox (badness 10000) in paragraph at lines 89171--89174
[]\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU
RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of

Underfull \hbox (badness 10000) in paragraph at lines 89171--89174
\T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d
e-faults to
[854] [855] [856] [857] [858] [859] [860] [861] [862]
Underfull \hbox (badness 10000) in paragraph at lines 90288--90291
[]\T1/qtm/m/n/10 Com-pute a Pre-dic-tion-Ex-pla-na-tion-sIni-tial-iza-tion for 
the model via \T1/txtt/m/n/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 90293--90296
[]\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/
m/n/10 datarobot.Model.

Underfull \hbox (badness 6708) in paragraph at lines 90366--90372
\T1/qtm/m/n/10 Cre-ate pre-dic-tion ex-pla-na-tions for the the dataset used to
 train the model. This can be

Underfull \hbox (badness 6927) in paragraph at lines 90366--90372
\T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis
t_id\T1/qtm/m/n/10 . For OTV and time-series projects,
[863]
Underfull \hbox (badness 10000) in paragraph at lines 90382--90385
[]\T1/qtm/m/n/10 Com-pute a Pre-dic-tion-Ex-pla-na-tion-sIni-tial-iza-tion for 
the model via \T1/txtt/m/n/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 90387--90390
[]\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/
m/n/10 datarobot.Model.
[864] [865] [866] [867] [868] [869] [870] [871] [872] [873] [874]
Chapter 39.
[875] [876] [877] [878] [879] [880] [881] [882]
Chapter 40.
[883] [884] [885] [886]
Chapter 41.
[887] [888]
Chapter 42.
[889] [890] [891] [892] [893] [894] [895] [896] [897] [898]
Overfull \vbox (1.64996pt too high) detected at line 95006
[899] [900] [901] [902] [903] [904]
Chapter 43.
[905]
Underfull \hbox (badness 10000) in paragraph at lines 95878--95880
[]\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt
m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the
[906] [907] [908] [909] [910] [911]
Underfull \hbox (badness 10000) in paragraph at lines 96512--96518
\T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d
e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10
 .

Underfull \hbox (badness 10000) in paragraph at lines 96512--96518
\T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti
tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 96596--96603
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 96596--96603
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 96596--96603
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll
[912]
Underfull \hbox (badness 10000) in paragraph at lines 96605--96609
[]\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable
[913] [914]
Underfull \hbox (badness 7888) in paragraph at lines 96835--96842
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 .
 \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep
rints

Underfull \hbox (badness 10000) in paragraph at lines 96835--96842
\T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified,


Underfull \hbox (badness 10000) in paragraph at lines 96858--96864
\T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d
e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10
 .

Underfull \hbox (badness 10000) in paragraph at lines 96858--96864
\T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti
tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project.
[915] [916]
Underfull \hbox (badness 10000) in paragraph at lines 97060--97066
\T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d
e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10
 .

Underfull \hbox (badness 10000) in paragraph at lines 97060--97066
\T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti
tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 97106--97108
[]\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/
m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 ,
[917] [918]
Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
[]\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo
l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 
) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re-

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns 
fewer at-tributes

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and
 could be re-

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr
easing_featurelist_id\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/
n/10 supports_composable_ml \T1/qtm/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t
ributes are ab-sent and

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt
/m/n/10 has_empty_clusters\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m
/n/10 prediction_threshold \T1/qtm/m/n/10 and
[919] [920] [921] [922]
Underfull \hbox (badness 10000) in paragraph at lines 97681--97683
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a
 list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets

Underfull \hbox (badness 7649) in paragraph at lines 97720--97723
[]\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore
cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n
/10 and
[923]
Underfull \hbox (badness 10000) in paragraph at lines 97775--97777
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a
 list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets
[924]
Underfull \hbox (badness 10000) in paragraph at lines 97840--97846
[]\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent
ialsDataDict | S3CredentialsDataDict |
[925] [926]
Overfull \hbox (0.89392pt too wide) in paragraph at lines 98124--98128
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden
tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 ,
[927] [928] [929] [930] [931] [932] [933] [934] [935]
Underfull \hbox (badness 10000) in paragraph at lines 99214--99223
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[936]
Underfull \hbox (badness 10000) in paragraph at lines 99313--99318
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 99313--99318
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 99330--99333
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[937] [938]
Underfull \hbox (badness 10000) in paragraph at lines 99532--99537
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with
[939]
Underfull \hbox (badness 10000) in paragraph at lines 99710--99715
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with

Underfull \hbox (badness 5345) in paragraph at lines 99710--99715
\T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a
re cur-rently
[940]
Underfull \hbox (badness 10000) in paragraph at lines 99755--99760
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with
[941] [942] [943]
Underfull \hbox (badness 10000) in paragraph at lines 100149--100155
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met-

Underfull \hbox (badness 10000) in paragraph at lines 100149--100155
\T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/
m/n/10 proportionalParity\T1/qtm/m/n/10 ,
[944]
Underfull \hbox (badness 10000) in paragraph at lines 100168--100175
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 100168--100175
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 100168--100175
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll

Underfull \hbox (badness 10000) in paragraph at lines 100177--100181
[]\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable

Overfull \hbox (3.89389pt too wide) in paragraph at lines 100212--100216
[]\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_
selection
[945]
Underfull \hbox (badness 10000) in paragraph at lines 100334--100337
[]\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio
ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in-
stance of

Underfull \hbox (badness 10000) in paragraph at lines 100334--100337
\T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q
tm/m/n/10 that will
[946] [947] [948]
Underfull \hbox (badness 10000) in paragraph at lines 100628--100630
[]\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va
riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums.
[949] [950] [951]
Underfull \hbox (badness 10000) in paragraph at lines 101129--101136
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 101129--101136
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 101129--101136
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll
[952] [953]
Underfull \hbox (badness 10000) in paragraph at lines 101337--101343
[]\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to [
][]\T1/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 101348--101353
\T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 D
atetimePartitioningSpecification[][]\T1/qtm/m/n/10 ) ^^U
[954] [955]
Underfull \hbox (badness 6364) in paragraph at lines 101552--101555
[]\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt
/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion
[956]
Underfull \hbox (badness 10000) in paragraph at lines 101623--101629
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met-

Underfull \hbox (badness 10000) in paragraph at lines 101623--101629
\T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/
m/n/10 proportionalParity\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 101642--101649
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 101642--101649
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 6741) in paragraph at lines 101657--101659
[]\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 (
\T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned

Underfull \hbox (badness 6741) in paragraph at lines 101661--101663
[]\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 (
\T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned
[957]
Underfull \hbox (badness 10000) in paragraph at lines 101706--101710
[]\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_
selection
[958] [959]
Underfull \hbox (badness 10000) in paragraph at lines 102090--102093
[]\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to [][]\T1
/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 102100--102103
[]\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m
/n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho
ldout_start_date\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 102111--102114
[]\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums.

Underfull \hbox (badness 7133) in paragraph at lines 102111--102114
\T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe
r mod-els cre-ated by the
[960] [961]
Underfull \hbox (badness 6927) in paragraph at lines 102228--102231
[]\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m
/n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o
p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a
[962]
Underfull \hbox (badness 10000) in paragraph at lines 102402--102407
[]\T1/qtm/m/n/10 Op-tion 2 (New in ver-sion v2.20): Use \T1/txtt/m/n/10 index\T
1/qtm/m/n/10 , \T1/txtt/m/n/10 primary_training_start_date\T1/qtm/m/n/10 ,
[963] [964]
Underfull \hbox (badness 10000) in paragraph at lines 102544--102546
[]\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/
10 ) ^^U Time step unit, valid op-tions are val-ues from

Underfull \hbox (badness 10000) in paragraph at lines 102623--102626
[]\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums.

Underfull \hbox (badness 7133) in paragraph at lines 102623--102626
\T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe
r mod-els cre-ated by the
[965] [966]
Underfull \hbox (badness 6927) in paragraph at lines 102796--102799
[]\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m
/n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o
p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a
[967] [968] [969] [970] [971]
Underfull \hbox (badness 10000) in paragraph at lines 103443--103446
[]\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to [][]\T1
/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 103443--103446
\T1/txtt/m/n/10 partitioning_method \T1/qtm/m/n/10 pa-ram-e-ter. To see the ful
l par-ti-tion-ing use [][]\T1/txtt/m/sl/10 DatetimePartitioning.
[972] [973]
Underfull \hbox (badness 5741) in paragraph at lines 103662--103670
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/
txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for
[974] [975] [976] [977] [978] [979] [980] [981] [982]
Underfull \hbox (badness 10000) in paragraph at lines 104911--104913
[]\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1
0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and
[983] [984] [985] [986] [987] [988] [989] [990]
Chapter 44.
[991]
Underfull \vbox (badness 10000) detected at line 105831
[992]
Underfull \hbox (badness 10000) in paragraph at lines 105912--105916
[]\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 list[][]\
T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.21) Will

Underfull \hbox (badness 10000) in paragraph at lines 105912--105916
\T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/
10 was set to
[993] [994] [995] [996]
Chapter 45.
[997] [998]
Underfull \hbox (badness 7099) in paragraph at lines 106606--106609
[]\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc
eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10
 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 ,
[999]
Underfull \hbox (badness 7099) in paragraph at lines 106648--106651
[]\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc
eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10
 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 ,
[1000] [1001] [1002] [1003] [1004]
Chapter 46.
[1005]
Underfull \hbox (badness 10000) in paragraph at lines 107234--107237
[]\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A
PI with fsspec im-ple-men-ta-tion
[1006]
Underfull \hbox (badness 6978) in paragraph at lines 107302--107304
\T1/txtt/m/n/10 LLMBlueprint <datarobot.models.genai.LLMBlueprint \T1/qtm/m/n/1
0 llm_setting pa-ram-e-ter now

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
[]\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in
-clud-ing the new \T1/txtt/m/n/10 CredentialTypes.

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
\T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a
tion helper :meth:\T1/txtt/m/n/10 Credential.

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
\T1/txtt/m/n/10 create_external_oauth_provider<datarobot.models.credential.Cred
ential.
[1007]
Underfull \hbox (badness 10000) in paragraph at lines 107435--107437
[]\T1/qtm/m/n/10 Up-dated [][]\T1/txtt/m/sl/10 MetricInsights.list[][] \T1/qtm/
m/n/10 to add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types
_only\T1/qtm/m/n/10 ,

Underfull \hbox (badness 7081) in paragraph at lines 107451--107453
[]\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op-
tional in [][]\T1/txtt/m/sl/10 PromptTemplateVersion.create[][] \T1/qtm/m/n/10 
and [][]\T1/txtt/m/sl/10 PromptTemplate.
[1008]
Underfull \hbox (badness 10000) in paragraph at lines 107505--107507
[]\T1/qtm/m/n/10 Added op-tional \T1/txtt/m/n/10 trace_id \T1/qtm/m/n/10 and \T
1/txtt/m/n/10 span_id \T1/qtm/m/n/10 to \T1/txtt/m/n/10 OtelLogEntry <datarobot
.models.otel.logs.

Underfull \hbox (badness 10000) in paragraph at lines 107539--107541
[]\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods [][]
\T1/txtt/m/sl/10 Recipe.from_dataset[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/1
0 Recipe.

Underfull \hbox (badness 10000) in paragraph at lines 107543--107545
[]\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla
sses [][]\T1/txtt/m/sl/10 RecipeDatasetInput[][] \T1/qtm/m/n/10 and
[1009]
Underfull \hbox (badness 8038) in paragraph at lines 107635--107637
[]\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to
 ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10
 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and
[1010]
Underfull \hbox (badness 10000) in paragraph at lines 107671--107673
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \
T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n
/10 to
[1011]
Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_
default_prediction_server_id\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t
xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n
/10 vector_database_replicas\T1/qtm/m/n/10 , and

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to [][]\T1
/txtt/m/sl/10 LLMBlueprint.register_custom_model[][] \T1/qtm/m/n/10 to al-low
[1012]
Overfull \hbox (1.74904pt too wide) in paragraph at lines 107917--107919
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_
id \T1/qtm/m/n/10 in [][]\T1/txtt/m/sl/10 Model.start_incremental_learning_from
_sample[][]

Underfull \hbox (badness 10000) in paragraph at lines 107966--107968
[]\T1/qtm/m/n/10 Ex-tended [][]\T1/txtt/m/sl/10 VectorDatabase.create[][] \T1/q
tm/m/n/10 to sup-port an ad-di-tional meta-data dataset via in-put params
[1013]
Underfull \hbox (badness 10000) in paragraph at lines 108003--108005
[]\T1/qtm/m/n/10 Fixed [][]\T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.c
reate[][] \T1/qtm/m/n/10 by us-ing the right pay-load for

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
[]\T1/txtt/m/n/10 Deployment.create_from_learning_model <datarobot.models.deplo
yment.Deployment.

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/txtt/m/n/10 RegisteredModelVersion.create_for_leaderboard_item <datarobot.m
odels.model_registry.

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/txtt/m/n/10 registered_model_version.RegisteredModelVersion.create_for_lead
erboard_item>\T1/qtm/m/n/10 , then

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/qtm/m/n/10 cre-ate a de-ploy-ment with \T1/txtt/m/n/10 Deployment.create_fr
om_registered_model_version <datarobot.
[1014]
Underfull \hbox (badness 10000) in paragraph at lines 108178--108180
[]\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/
m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and
[1015]
Underfull \hbox (badness 10000) in paragraph at lines 108226--108228
[]\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta
r-get to in-clude pa-ram-e-ter: `fea-

Underfull \hbox (badness 10000) in paragraph at lines 108238--108241
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt
m/m/n/10 as the base class for

Underfull \hbox (badness 8151) in paragraph at lines 108238--108241
[][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and
 \T1/txtt/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast,

Underfull \hbox (badness 10000) in paragraph at lines 108243--108245
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1
/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][] \T1/qtm
/m/n/10 and
[1016]
Underfull \hbox (badness 10000) in paragraph at lines 108313--108315
[]\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu
stomModelLLMValidation.list\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 108326--108328
[]\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][
] \T1/qtm/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1
/qtm/m/n/10 and
[1017] [1018] [1019]
Underfull \hbox (badness 10000) in paragraph at lines 108692--108696
[]\T1/qtm/m/n/10 Add new at-tributes to [][]\T1/txtt/m/sl/10 VectorDatabase[][]
\T1/qtm/m/n/10 : \T1/txtt/m/n/10 parent_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 fami
ly_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 metadata_columns\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 108692--108696
\T1/txtt/m/n/10 added_dataset_ids\T1/qtm/m/n/10 , \T1/txtt/m/n/10 added_dataset
_names\T1/qtm/m/n/10 , and\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 version\TS1/qtm/m/n/1
0 `\T1/qtm/m/n/10 . [][]\T1/txtt/m/sl/10 VectorDatabase.

Underfull \hbox (badness 5578) in paragraph at lines 108692--108696
\T1/txtt/m/sl/10 get_supported_retrieval_settings[][] \T1/qtm/m/n/10 to re-trie
ve sup-ported re-trieval set-tings. [][]\T1/txtt/m/sl/10 VectorDatabase.

Underfull \hbox (badness 10000) in paragraph at lines 108741--108743
[]\T1/qtm/m/n/10 Up-dated the schema for [][]\T1/txtt/m/sl/10 EvaluationDataset
MetricAggregation[][] \T1/qtm/m/n/10 to in-clude the new at-tributes
[1020]
Underfull \hbox (badness 10000) in paragraph at lines 108819--108821
[]\T1/qtm/m/n/10 Added the pa-ram-e-ter \T1/txtt/m/n/10 base_path \T1/qtm/m/n/1
0 to [][]\T1/txtt/m/sl/10 get_encoded_file_contents_from_paths[][] \T1/qtm/m/n/
10 and

Underfull \hbox (badness 10000) in paragraph at lines 108828--108835
[]\T1/qtm/m/n/10 Fixed field in [][]\T1/txtt/m/sl/10 CustomTaskVersion[][] \T1/
qtm/m/n/10 for con-trol-ling net-work poli-cies. This is changed from

Underfull \hbox (badness 10000) in paragraph at lines 108855--108857
[]\T1/qtm/m/n/10 Dep-re-cated [][]\T1/txtt/m/sl/10 Model.request_fairness_insig
hts[][]\T1/qtm/m/n/10 . Please use [][]\T1/txtt/m/sl/10 Model.
[1021]
Underfull \hbox (badness 10000) in paragraph at lines 108875--108877
[]\T1/qtm/m/n/10 Re-named \T1/txtt/m/n/10 datarobot.enums.CustomTaskOutgoingNet
workPolicy \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 datarobot.enums.

Overfull \hbox (27.38004pt too wide) in paragraph at lines 108937--108939
[]\T1/qtm/m/n/10 Up-dated the de-scrip-tion for the pa-ram-e-ter: `num-ber_of_i
ncremental_learning_iterations_before_best_model_selection'

Underfull \hbox (badness 10000) in paragraph at lines 108954--108964
\T1/qtm/m/n/10 -\T1/txtt/m/n/10 DatasetInfo \T1/qtm/m/n/10 -\T1/txtt/m/n/10 Dyn
amicDatasetProps \T1/qtm/m/n/10 -\T1/txtt/m/n/10 RowsChunkDefinition \T1/qtm/m/
n/10 -\T1/txtt/m/n/10 FeaturesChunkDefinition \T1/qtm/m/n/10 -

Overfull \hbox (74.87483pt too wide) in paragraph at lines 108966--108968
[]\T1/qtm/m/n/10 Added new method \T1/txtt/m/n/10 update \T1/qtm/m/n/10 to {cla
ss}\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 ChunkDefinition <datarobot._experimental.mod
els.chunking_service_v2.ChunkDefinition> 

Underfull \hbox (badness 10000) in paragraph at lines 108974--108977
[]\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template
.user_flow_template
[1022]
Underfull \hbox (badness 10000) in paragraph at lines 109013--109017
[]\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl
ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem-

Underfull \hbox (badness 10000) in paragraph at lines 109013--109017
\T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] 
\T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate.

Underfull \hbox (badness 10000) in paragraph at lines 109035--109039
[][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.get[][] \T1/qtm/m/n/10 to get 
a hosted cus-tom met-ric blueprint.

Underfull \hbox (badness 10000) in paragraph at lines 109035--109039
[][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.create[][] \T1/qtm/m/n/10 to c
re-ate a hosted cus-tom met-ric blueprint.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 EvaluationDatasetConfigurati
on <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 genai.evaluation_dataset_configuration.EvaluationDatasetConfigu
ration> \T1/qtm/m/n/10 for con-fig-u-ra-

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset
Configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 get> \T1/qtm/m/n/10 to get an eval-u-a-tion dataset con-fig-u-r
a-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 list <datarobot._experimental.models.genai.evaluation_dataset_c
onfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.list> \T1/qtm/m/n/10 to list the
 eval-u-a-tion dataset con-fig-u-ra-tions for

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/qtm/m/n/10 a Use Case. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.creat
e <datarobot._experimental.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset
Configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate an eval-u-a-tion dataset con-
fig-u-ra-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 update <datarobot._experimental.models.genai.evaluation_dataset
_configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.update> \T1/qtm/m/n/10 to up-dat
e an eval-u-a-tion dataset con-fig-u-ra-tion.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.delete <datarobot._experimental.
models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 evaluation_dataset_configuration.EvaluationDatasetConfiguration
.delete> \T1/qtm/m/n/10 to delete an
[1023]
Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe
tricAggregation>

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/qtm/m/n/10 for met-ric ag-gre-ga-tion re-sults. \T1/txtt/m/n/10 EvaluationD
atasetMetricAggregation.list

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric
_aggregation.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.list> \T1/qtm/m/n/10 to get 
the met-ric ag-gre-ga-tion re-sults.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.create <datarobot._experimen
tal.models.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe
tricAggregation.

Underfull \hbox (badness 5345) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate the met-ric ag-gre-ga-tion jo
b. \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.delete

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric
_aggregation.

Underfull \hbox (badness 10000) in paragraph at lines 109076--109079
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset <
datarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SidecarModelMetricValidation
 <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/txtt/m/n/10 genai.sidecar_model_metric.SidecarModelMetricValidation> \T1/qt
m/m/n/10 for side-car model met-ric val-i-

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.create <d
atarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/txtt/m/n/10 sidecar_model_metric.SidecarModelMetricValidation.create> \T1/q
tm/m/n/10 to cre-ate a side-car model

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 met-ric val-i-da-tion. \T1/txtt/m/n/10 SidecarModelMetricValidat
ion.list <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 val-i-da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.get
 <datarobot._experimental.models.genai.

Underfull \hbox (badness 5050) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 tion. \T1/txtt/m/n/10 SidecarModelMetricValidation.revalidate <d
atarobot._experimental.models.genai.
[1024]
Underfull \hbox (badness 10000) in paragraph at lines 109178--109180
[]\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/txtt/m/n/10 dr[]connector[]v1 \
T1/qtm/m/n/10 to \T1/txtt/m/n/10 DataStore <datarobot.models.DataStore> \T1/qtm
/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 109186--109188
[]\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 entity_type \T1/qtm/m
/n/10 to the \T1/txtt/m/n/10 compute \T1/qtm/m/n/10 and \T1/txtt/m/n/10 create 
\T1/qtm/m/n/10 meth-ods of the classes
[1025]
Underfull \hbox (badness 10000) in paragraph at lines 109276--109280
[]\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta
r-get to in-clude new pa-ram-e-ter:
[1026]
Underfull \hbox (badness 10000) in paragraph at lines 109356--109358
[][][]\T1/txtt/m/sl/10 RuntimeParameterValue[][] \T1/qtm/m/n/10 to de-fine run-
time pa-ram-e-ter over-ride value, to be as-signed to
[1027]
Underfull \hbox (badness 10000) in paragraph at lines 109433--109436
[]\T1/qtm/m/n/10 Added new pa-ram-e-ter \T1/txtt/m/n/10 prediction_threshold \T
1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 BatchPredictionJob.

Underfull \hbox (badness 7344) in paragraph at lines 109433--109436
\T1/txtt/m/sl/10 score_with_leaderboard_model[][] \T1/qtm/m/n/10 and [][]\T1/tx
tt/m/sl/10 BatchPredictionJob.score[][] \T1/qtm/m/n/10 that au-to-mat-i-cally a
s-signs the

Underfull \hbox (badness 10000) in paragraph at lines 109494--109496
[]\T1/qtm/m/n/10 Added new enum value to \T1/txtt/m/n/10 datarobot.enums.TARGET
_TYPE \T1/qtm/m/n/10 and \T1/txtt/m/n/10 datarobot.enums.
[1028]
Underfull \hbox (badness 10000) in paragraph at lines 109571--109573
[]\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 base_environment_vers
ion_id \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelVersion.

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 PromptTrace <datarobot._expe
rimental.models.genai.prompt_trace.

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
\T1/txtt/m/n/10 list <datarobot._experimental.models.genai.prompt_trace.PromptT
race.list> \T1/qtm/m/n/10 to list

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
\T1/txtt/m/n/10 _experimental.models.genai.prompt_trace.PromptTrace.export_to_a
i_catalog> \T1/qtm/m/n/10 to ex-port

Underfull \hbox (badness 10000) in paragraph at lines 109581--109584
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 InsightsConfiguration <datar
obot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109586--109590
\T1/txtt/m/n/10 models.genai.insights_configuration.Insights.get> \T1/qtm/m/n/1
0 to get the cur-rent in-sights con-fig-

Underfull \hbox (badness 10000) in paragraph at lines 109586--109590
\T1/qtm/m/n/10 u-ra-tion for a play-ground. \T1/txtt/m/n/10 Insights.create <da
tarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/txtt/m/n/10 models.genai.cost_metric_configurations.CostMetricConfiguration
.get> \T1/qtm/m/n/10 to get the cost

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 met-ric con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfigurati
on.create <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.updat
e <datarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/txtt/m/n/10 cost_metric_configurations.CostMetricConfiguration.update> \T1/
qtm/m/n/10 to up-date the cost met-ric

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.delet
e <datarobot._experimental.models.genai.
[1029]
Underfull \hbox (badness 10000) in paragraph at lines 109600--109602
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 LLMCostConfiguration <dataro
bot._experimental.models.genai.
[1030]
Underfull \hbox (badness 10000) in paragraph at lines 109758--109760
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 custom_model_embedding_validations \T1/q
tm/m/n/10 to \T1/txtt/m/n/10 SupportedEmbeddings <datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 109762--109764
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 embedding_validation_id \T1/qtm/m/n/10 a
nd \T1/txtt/m/n/10 is_separator_regex \T1/qtm/m/n/10 to \T1/txtt/m/n/10 VectorD
atabase <datarobot.
[1031]
Underfull \hbox (badness 10000) in paragraph at lines 109796--109798
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter, \T1/txtt/m/n/10 feedback_result\
T1/qtm/m/n/10 , to \T1/txtt/m/n/10 ComparisonPrompt.update <datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 109796--109798
\T1/txtt/m/n/10 _experimental.models.genai.comparison_prompt.ComparisonPrompt.u
pdate>\T1/qtm/m/n/10 , to up-date a

Underfull \hbox (badness 10000) in paragraph at lines 109864--109866
[]\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q
tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t
xtt/m/n/10 Notebook.
[1032]
Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/txtt/m/sl/10 create_for_external[][] \T1/qtm/m/n/10 to cre-ate a new reg-is
-tered model ver-sion from an ex-ter-nal model.

Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
[][]\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments[][] \T1
/qtm/m/n/10 to list de-ploy-ments as-so-ci-ated with

Underfull \hbox (badness 7362) in paragraph at lines 109951--109957
\T1/qtm/m/n/10 a reg-is-tered model ver-sion. [][]\T1/txtt/m/sl/10 RegisteredMo
delVersion.create_for_leaderboard_item[][] \T1/qtm/m/n/10 to cre-

Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model.
 [][]\T1/txtt/m/sl/10 RegisteredModelVersion.

Underfull \hbox (badness 10000) in paragraph at lines 109994--109996
[]\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_v
s_actuals_over_time <datarobot.models.
[1033]
Underfull \hbox (badness 10000) in paragraph at lines 110029--110031
\T1/qtm/m/n/10 All in-ter-ac-tions with \T1/txtt/m/n/10 Project.advanced_option
s \T1/qtm/m/n/10 should be ex-pected to be through the
[1034]
Underfull \hbox (badness 10000) in paragraph at lines 110134--110140
\T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor
ingJob.cancel[][] [][]BatchMonitoringJob.
[1035]
Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/qtm/m/n/10 and run_once [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.l
ist[][] [][]BatchMonitoringJobDefinition.

Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM
onitoringJobDefinition.update[][]

Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
[][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin
gJobDefinition.run_on_schedule[][]

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 create_from_url[][] [][]Dataset.create_from_data_source[][] []
[]Dataset.create_from_query_generator[][]

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
[][]\T1/txtt/m/sl/10 Dataset.create_project[][] [][]Project.create[][] [][]Proj
ect.create_from_data_source[][] [][]Project.

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 create_from_dataset[][] [][]Project.create_segmented_project_f
rom_clustering_model[][] [][]Project.

Underfull \hbox (badness 10000) in paragraph at lines 110263--110265
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via \T1/txtt/m/n/10 Client
(...)\T1/qtm/m/n/10 , then in-voke \T1/txtt/m/n/10 Client(...,

Underfull \hbox (badness 10000) in paragraph at lines 110267--110269
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via dr.config.yaml, then a
dd the prop-erty

Underfull \hbox (badness 10000) in paragraph at lines 110271--110273
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the
 env var

Underfull \hbox (badness 10000) in paragraph at lines 110280--110282
[]\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_o
ver_time <datarobot.models.Deployment.
[1036]
Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
\T1/txtt/m/sl/10 request_feature_effect[][] [][]Model.get_or_request_feature_ef
fect[][] [][]Model.get_lift_chart[][]

Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
[][]\T1/txtt/m/sl/10 Model.get_all_lift_charts[][] [][]Model.get_residuals_char
t[][] [][]Model.get_all_residuals_charts[][]

Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
[][]\T1/txtt/m/sl/10 Model.request_lift_chart[][] [][]Model.request_residuals_c
hart[][] [][]Model.get_roc_curve[][] [][]Model.

Underfull \hbox (badness 10000) in paragraph at lines 110367--110369
[]\T1/qtm/m/n/10 Added new method for re-triev-ing all avail-able fea-ture im-p
acts for the model [][]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 110391--110393
\T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/
10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations.
[1037]
Underfull \hbox (badness 10000) in paragraph at lines 110519--110522
[]\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee
n re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel.

Underfull \hbox (badness 10000) in paragraph at lines 110529--110532
[]\T1/txtt/m/n/10 DatetimeModel.request_feature_fit \T1/qtm/m/n/10 has been re-
moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel.

Underfull \hbox (badness 10000) in paragraph at lines 110544--110547
[]\T1/txtt/m/n/10 Model.get_or_request_feature_fit \T1/qtm/m/n/10 has been re-m
oved. Use [][]\T1/txtt/m/sl/10 Model.
[1038]
Underfull \hbox (badness 10000) in paragraph at lines 110549--110552
[]\T1/txtt/m/n/10 DatetimeModel.get_or_request_feature_fit \T1/qtm/m/n/10 has b
een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel.

Underfull \hbox (badness 10000) in paragraph at lines 110559--110562
[]\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing [][]\T1
/txtt/m/sl/10 SharingAccess[][] \T1/qtm/m/n/10 in-for-ma-tion. - \T1/txtt/m/n/1
0 DataStore.
[1039]
Underfull \hbox (badness 10000) in paragraph at lines 110701--110705
[]\T1/qtm/m/n/10 Added new meth-ods [][]\T1/txtt/m/sl/10 BatchPredictionJob.app
ly_time_series_data_prep_and_score[][] \T1/qtm/m/n/10 and

Underfull \hbox (badness 7221) in paragraph at lines 110701--110705
[][]\T1/txtt/m/sl/10 BatchPredictionJob.apply_time_series_data_prep_and_score_t
o_file[][] \T1/qtm/m/n/10 that ap-ply time se-ries

Underfull \hbox (badness 10000) in paragraph at lines 110707--110712
[]\T1/qtm/m/n/10 Added new meth-ods [][]\T1/txtt/m/sl/10 DataEngineQueryGenerat
or.prepare_prediction_dataset[][] \T1/qtm/m/n/10 and

Underfull \hbox (badness 7308) in paragraph at lines 110707--110712
[][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c
atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries

Underfull \hbox (badness 10000) in paragraph at lines 110738--110742
[]\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class
: \T1/txtt/m/n/10 ImageAugmentationList.list\T1/qtm/m/n/10 ,
[1040]
Underfull \hbox (badness 10000) in paragraph at lines 110809--110811
[]\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that set-ting \T1/tx
tt/m/n/10 use_backtest_start_end_format \T1/qtm/m/n/10 of
[1041] [1042]
Underfull \hbox (badness 10000) in paragraph at lines 111078--111081
[]\T1/qtm/m/n/10 Added sup-port for cre-at-ing mono-tonic fea-ture lists for ti
me se-ries projects. Set

Underfull \hbox (badness 10000) in paragraph at lines 111083--111085
[]\T1/qtm/m/n/10 Added in-for-ma-tion about ver-tex to ad-vanced tun-ing pa-ram
-e-ters [][]\T1/txtt/m/sl/10 datarobot.models.Model.
[1043]
Underfull \hbox (badness 10000) in paragraph at lines 111166--111168
[][][]\T1/txtt/m/sl/10 CustomModelVersion[][]\T1/qtm/m/n/10 's \T1/txtt/m/n/10 
required_metadata \T1/qtm/m/n/10 pa-ram-e-ter has been re-moved. Use

Underfull \hbox (badness 10000) in paragraph at lines 111170--111172
[][][]\T1/txtt/m/sl/10 CustomTaskVersion[][]\T1/qtm/m/n/10 's \T1/txtt/m/n/10 r
equired_metadata \T1/qtm/m/n/10 pa-ram-e-ter has been re-moved. Use

Underfull \hbox (badness 6364) in paragraph at lines 111202--111204
[]\T1/qtm/m/n/10 The [][]\T1/txtt/m/sl/10 Deployment[][] \T1/qtm/m/n/10 method 
\T1/txtt/m/n/10 create_from_custom_model_image \T1/qtm/m/n/10 was re-moved. Use
 [][]\T1/txtt/m/sl/10 Deployment.
[1044]
Underfull \hbox (badness 10000) in paragraph at lines 111254--111259
[]\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e
x-trac-tion sam-ples us-

Underfull \hbox (badness 10000) in paragraph at lines 111254--111259
\T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1
/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm
/m/n/10 -

Underfull \hbox (badness 10000) in paragraph at lines 111296--111303
[]\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex-
pla-na-tions (\T1/txtt/m/n/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in

Underfull \hbox (badness 10000) in paragraph at lines 111296--111303
[][]\T1/txtt/m/sl/10 PredictionExplanations.create[][]\T1/qtm/m/n/10 ) as well 
as batch scor-ing (\T1/txtt/m/n/10 explanations_mode \T1/qtm/m/n/10 in
[1045]
Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.apply_bias_mitigation[][] \T1/qtm
/m/n/10 - [][]\T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info[][]


Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info[
][] \T1/qtm/m/n/10 and by adding new bias mit-

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio
n_technique - in-

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is
t-ing method - [][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 and

Underfull \hbox (badness 7256) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func-
tion-al-ity \T1/txtt/m/n/10 datarobot.enums.
[1046]
Underfull \hbox (badness 10000) in paragraph at lines 111473--111475
[]\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/txtt/m/n/10
 feature_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot
.

Underfull \hbox (badness 10000) in paragraph at lines 111491--111494
[]\T1/qtm/m/n/10 Added the abil-ity to turn off su-per-vised fea-ture re-duc-ti
on for Time Se-ries projects. Op-tion
[1047] [1048]
Underfull \hbox (badness 10000) in paragraph at lines 111717--111719
[]\T1/txtt/m/n/10 DatetimeModel.get_feature_fit <datarobot.models.DatetimeModel
.

Underfull \hbox (badness 10000) in paragraph at lines 111743--111746
[]\T1/qtm/m/n/10 Dep-re-cat-ing sca-le-out pa-ram-e-ters for projects / mod-els
. In-cludes \T1/txtt/m/n/10 scaleout_modeling_mode\T1/qtm/m/n/10 ,
[1049]
Underfull \hbox (badness 6268) in paragraph at lines 111844--111847
[]\T1/qtm/m/n/10 Added the abil-ity to up-load a pre-dic-tion dataset into a pr
oject from the AI cat-a-log [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 111879--111883
[]\T1/qtm/m/n/10 Added the abil-ity to con-trol class map-ping ag-gre-ga-tion i
n mul-ti-class projects via

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
[]\T1/qtm/m/n/10 Added the abil-ity to com-pute and re-trieve Fea-ture Ef-fects
 for a Mul-ti-class model us-

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/qtm/m/n/10 ing [][]\T1/txtt/m/sl/10 datarobot.models.Model.request_feature_
effects_multiclass()[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 models.Model.get_feature_effects_multiclass()[][] \T1/qtm/m/n/
10 or [][]\T1/txtt/m/sl/10 datarobot.models.Model.

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 get_or_request_feature_effects_multiclass()[][] \T1/qtm/m/n/10
 meth-ods. For date-time mod-els use fol-low-

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/qtm/m/n/10 ing meth-ods [][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel
.request_feature_effects_multiclass()[][]\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
[][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel.get_feature_effects_multicl
ass()[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 datarobot.models.
[1050]
Underfull \hbox (badness 10000) in paragraph at lines 112039--112042
[]\T1/qtm/m/n/10 fix [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/q
tm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n
/10 to cor-rectly for-mat
[1051]
Underfull \hbox (badness 10000) in paragraph at lines 112115--112118
[]\T1/qtm/m/n/10 Added the abil-ity to re-quest a spe-cific model be pre-pared 
for de-ploy-ment us-ing [][]\T1/txtt/m/sl/10 Project.
[1052] [1053]
Underfull \hbox (badness 10000) in paragraph at lines 112356--112359
[]\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty
 of [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n/10 has be
en dep-re-cated.

Underfull \hbox (badness 10000) in paragraph at lines 112361--112364
[]\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty
 of [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/qtm/m/n/10 has bee
n dep-re-cated.
[1054]
Underfull \hbox (badness 7907) in paragraph at lines 112532--112537
[]\T1/qtm/m/n/10 Sup-port for Batch Pre-dic-tion Job Def-i-ni-tions has now bee
n added through the fol-low-ing class:

Underfull \hbox (badness 10000) in paragraph at lines 112574--112577
[]\T1/qtm/m/n/10 Added method to down-load fea-ture dis-cov-ery recipe SQLs (li
m-ited beta fea-ture). [][]\T1/txtt/m/sl/10 Project.
[1055]
Underfull \hbox (badness 10000) in paragraph at lines 112650--112655
[]\T1/qtm/m/n/10 Par-tial his-tory pre-dic-tions can be made with time se-ries 
time se-ries mul-ti-series mod-els us-

Underfull \hbox (badness 10000) in paragraph at lines 112650--112655
\T1/qtm/m/n/10 ing the \T1/txtt/m/n/10 allow_partial_history_time_series_predic
tions \T1/qtm/m/n/10 at-tribute of the [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 112675--112683
[][]\T1/txtt/m/sl/10 PairwiseJointProbabilities[][] \T1/qtm/m/n/10 and [][]\T1/
txtt/m/sl/10 PairwiseConditionalProbabilities[][] \T1/qtm/m/n/10 or [][]\T1/txt
t/m/sl/10 Feature.

Underfull \hbox (badness 10000) in paragraph at lines 112675--112683
\T1/txtt/m/sl/10 get_pairwise_correlations[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/s
l/10 Feature.get_pairwise_joint_probabilities[][] \T1/qtm/m/n/10 and [][]\T1/tx
tt/m/sl/10 Feature.
[1056]
Underfull \hbox (badness 10000) in paragraph at lines 112751--112754
[]\T1/qtm/m/n/10 Sup-port for down-load-ing fea-ture dis-cov-ery train-ing or p
re-dic-tion dataset us-ing [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 112756--112762
[]\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 datarobot.models.FeatureAssociation
Matrix[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot.models.

Underfull \hbox (badness 10000) in paragraph at lines 112756--112762
\T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1
/txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][]

Underfull \hbox (badness 10000) in paragraph at lines 112786--112793
[]\T1/qtm/m/n/10 Re-move \T1/txtt/m/n/10 desired_memory \T1/qtm/m/n/10 param fr
om the fol-low-ing meth-ods: [][]\T1/txtt/m/sl/10 CustomInferenceModel.

Underfull \hbox (badness 10000) in paragraph at lines 112786--112793
\T1/txtt/m/sl/10 create[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVer
sion.create_clean[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVersion.c
reate_from_previous[][]\T1/qtm/m/n/10 ,
[1057]
Underfull \hbox (badness 8170) in paragraph at lines 112922--112925
[]\T1/qtm/m/n/10 Fea-ture dis-cov-ery projects can now be cre-ated us-ing the [
][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 method by pro-vid-ing

Underfull \hbox (badness 10000) in paragraph at lines 112927--112930
\T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 Cor-re-spond-ing fea-ture lin-eage id i
s avail-able as a new [][]\T1/txtt/m/sl/10 datarobot.models.Feature[][] \T1/qtm
/m/n/10 field
[1058]
Underfull \hbox (badness 10000) in paragraph at lines 113010--113015
[]\T1/qtm/m/n/10 New \T1/txtt/m/n/10 sampling_method \T1/qtm/m/n/10 param in []
[]\T1/txtt/m/sl/10 Model.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/1
0 Project.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 113035--113037
[]\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h
as been re-moved. Use [][]\T1/txtt/m/sl/10 datarobot.models.
[1059]
Underfull \hbox (badness 10000) in paragraph at lines 113114--113118
[]\T1/qtm/m/n/10 Added sup-port for Cus-tom Model De-pen-dency Man-age-ment. Pl
ease see :ref:\T1/txtt/m/n/10 custom model

Underfull \hbox (badness 10000) in paragraph at lines 113157--113160
[]\T1/qtm/m/n/10 Added a new method to trig-ger Fea-ture Im-pact cal-cu-la-tion
 for a Cus-tom In-fer-ence Im-age:
[1060]
Underfull \hbox (badness 10000) in paragraph at lines 113300--113309
[]\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T
1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][]
\T1/txtt/m/sl/10 Model.
[1061]
Underfull \hbox (badness 10000) in paragraph at lines 113311--113318
[]\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T
1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][]
\T1/txtt/m/sl/10 Model.
[1062]
Underfull \hbox (badness 10000) in paragraph at lines 113511--113515
[]\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo
gle Cloud Stor-age with meth-ods
[1063]
Underfull \hbox (badness 8132) in paragraph at lines 113549--113554
[]\T1/qtm/m/n/10 These meth-ods now pro-vide ad-di-tional meta-data fields in F
ea-ture Im-pact re-sults if called with

Underfull \hbox (badness 10000) in paragraph at lines 113569--113573
[]\T1/qtm/m/n/10 Sec-ondary dataset con-fig-u-ra-tion re-trieve and dele-tion i
s eas-ier now though new

Underfull \hbox (badness 10000) in paragraph at lines 113569--113573
[][]\T1/txtt/m/sl/10 SecondaryDatasetConfigurations.delete[][] \T1/qtm/m/n/10 s
oft deletes a Sec-ondary dataset con-fig-u-ra-tion.

Underfull \hbox (badness 10000) in paragraph at lines 113593--113595
[]\T1/qtm/m/n/10 Batch Pre-dic-tion jobs that used other out-put types than \T1
/txtt/m/n/10 local_file \T1/qtm/m/n/10 failed when us-ing \T1/txtt/m/n/10 .
[1064] [1065]
Underfull \hbox (badness 10000) in paragraph at lines 113839--113843
[]\T1/qtm/m/n/10 A new boolean at-tribute \T1/txtt/m/n/10 unsupervised_mode \T1
/qtm/m/n/10 was added to [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 113912--113916
[]\T1/qtm/m/n/10 Time se-ries model de-ploy-ments now sup-port pre-dic-tion in-
ter-vals. See

Underfull \hbox (badness 10000) in paragraph at lines 113912--113916
[][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m
/n/10 and [][]\T1/txtt/m/sl/10 Deployment.
[1066]
Overfull \hbox (7.70421pt too wide) in paragraph at lines 113948--113950
[]\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p
rediction warnings<deployment_prediction_warning>\T1/qtm/m/n/10 . 

Underfull \hbox (badness 10000) in paragraph at lines 113968--113971
[]\T1/qtm/m/n/10 It's now pos-si-ble to get fea-ture as-so-ci-a-tion sta-tuses 
for fea-turelists us-ing [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 7925) in paragraph at lines 114005--114007
[]\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 Project.set_target[][] \T1/qtm/m/n
/10 sup-port new op-tional pa-ram-e-ters \T1/txtt/m/n/10 featureEngineeringGrap
hs \T1/qtm/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 114013--114018
[]\T1/qtm/m/n/10 Se-ries ac-cu-racy re-trieval meth-ods ([][]\T1/txtt/m/sl/10 D
atetimeModel.get_series_accuracy_as_dataframe[][] \T1/qtm/m/n/10 and
[1067]
Underfull \hbox (badness 10000) in paragraph at lines 114104--114106
[]\T1/qtm/m/n/10 Mono-tonic con-straints are now sup-ported for OTV projects. T
o that end, the pa-ram-e-ters

Underfull \hbox (badness 10000) in paragraph at lines 114104--114106
\T1/txtt/m/n/10 monotonic_increasing_featurelist_id \T1/qtm/m/n/10 and \T1/txtt
/m/n/10 monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 can be
[1068]
Underfull \hbox (badness 7451) in paragraph at lines 114193--114196
[]\T1/qtm/m/n/10 When [][]\T1/txtt/m/sl/10 specifying datetime partitioning[][]
 \T1/qtm/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series <time_series> \T1/
qtm/m/n/10 projects

Underfull \hbox (badness 10000) in paragraph at lines 114193--114196
\T1/txtt/m/sl/10 do_not_derive[][] \T1/qtm/m/n/10 at-tribute. Any fea-tures not
 spec-i-fied will be as-signed ac-cord-ing to the
[1069] [1070]
Underfull \hbox (badness 10000) in paragraph at lines 114403--114412
[]\T1/qtm/m/n/10 Pre-vi-ously avail-able for only Eu-reqa mod-els, Ad-vanced Tu
n-ing meth-ods and ob-jects, in-clud-ing

Underfull \hbox (badness 10000) in paragraph at lines 114403--114412
[][]\T1/txtt/m/sl/10 Model.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , []
[]\T1/txtt/m/sl/10 Model.get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][
]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 114442--114444
[][][]\T1/txtt/m/sl/10 Project.upload_dataset[][] \T1/qtm/m/n/10 and [][]\T1/tx
tt/m/sl/10 Project.upload_dataset_from_data_source[][] \T1/qtm/m/n/10 will re-t
urn a
[1071] [1072]
Underfull \hbox (badness 10000) in paragraph at lines 114564--114567
[]\T1/qtm/m/n/10 New class for work-ing with model com-pli-ance doc-u-men-ta-ti
on fea-ture of DataRobot: class

Underfull \hbox (badness 10000) in paragraph at lines 114583--114588
[]\T1/qtm/m/n/10 Cross se-ries fea-tures can now be cre-ated within time se-rie
s mul-ti-series projects us-ing

Underfull \hbox (badness 10000) in paragraph at lines 114583--114588
\T1/qtm/m/n/10 the \T1/txtt/m/n/10 use_cross_series_features \T1/qtm/m/n/10 and
 \T1/txtt/m/n/10 aggregation_type \T1/qtm/m/n/10 at-tributes of the [][]\T1/txt
t/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 114614--114618
[]\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt
m/m/n/10 at-tribute has been added to the [][]\T1/txtt/m/sl/10 datarobot.
[1073]
Underfull \hbox (badness 10000) in paragraph at lines 114707--114715
[]\T1/qtm/m/n/10 New meth-ods and ob-jects, in-clud-ing [][]\T1/txtt/m/sl/10 Mo
del.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Mode
l.

Underfull \hbox (badness 7504) in paragraph at lines 114707--114715
\T1/txtt/m/sl/10 get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][]\T1/txt
t/m/sl/10 Model.advanced_tune[][]\T1/qtm/m/n/10 , and [][]\T1/txtt/m/sl/10 Adva
ncedTuningSession[][]\T1/qtm/m/n/10 , were

Underfull \hbox (badness 10000) in paragraph at lines 114730--114733
[]\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for 
each model via [][]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 114740--114742
[]\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for
 new mod-els us-ing [][]\T1/txtt/m/sl/10 Model.
[1074]
Underfull \hbox (badness 10000) in paragraph at lines 114782--114786
[][][]\T1/txtt/m/sl/10 ModelRecommendation.get[][] \T1/qtm/m/n/10 now ac-cepts 
an op-tional pa-ram-e-ter of type \T1/txtt/m/n/10 datarobot.enums.
[1075]
Underfull \hbox (badness 10000) in paragraph at lines 114899--114903
[]\T1/qtm/m/n/10 Added a new fea-ture to re-trieve fea-ture logs for time se-ri
es projects. Check [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 114899--114903
\T1/txtt/m/sl/10 DatetimePartitioning.feature_log_list()[][] \T1/qtm/m/n/10 and
 [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioning.

Underfull \hbox (badness 10000) in paragraph at lines 114919--114923
[]\T1/qtm/m/n/10 New pa-ram-e-ters \T1/txtt/m/n/10 predictions_start_date \T1/q
tm/m/n/10 and \T1/txtt/m/n/10 predictions_end_date \T1/qtm/m/n/10 added to [][]
\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 5302) in paragraph at lines 114945--114949
\T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 
datarobot.DatetimePartitioningSpecification.
[1076] [1077] [1078]
Underfull \hbox (badness 10000) in paragraph at lines 115219--115222
[]\T1/qtm/m/n/10 Lift chart data for mod-els can be re-trieved us-ing the \T1/t
xtt/m/n/10 Model.get_lift_chart \T1/qtm/m/n/10 and \T1/txtt/m/n/10 Model.
[1079] [1080]
Underfull \hbox (badness 10000) in paragraph at lines 115412--115414
[]\T1/qtm/m/n/10 When call-ing \T1/txtt/m/n/10 get_result \T1/qtm/m/n/10 for a 
Job, Mod-elJob, or Pre-dic-tJob that has er-rored,
[1081]
Underfull \hbox (badness 10000) in paragraph at lines 115516--115520
[]\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor-
ing clus-ter.) Meth-ods
[1082]
Underfull \hbox (badness 6268) in paragraph at lines 115631--115635
[]\T1/qtm/m/n/10 A new im-proved work-flow for pre-dic-tions now sup-ports firs
t up-load-ing a dataset via \T1/txtt/m/n/10 Project.
[1083]
Underfull \hbox (badness 10000) in paragraph at lines 115767--115769
[]\T1/txtt/m/n/10 PredictJob.create \T1/qtm/m/n/10 has been dep-re-cated in fa-
vor of the al-ter-nate work-flow us-ing \T1/txtt/m/n/10 Model.
[1084] [1085] [1086]
Underfull \hbox (badness 6016) in paragraph at lines 116113--116117
[]\T1/qtm/m/n/10 In sev-eral places where \T1/txtt/m/n/10 AppPlatformError \T1/
qtm/m/n/10 was be-ing raised, now \T1/txtt/m/n/10 TypeError\T1/qtm/m/n/10 , \T1
/txtt/m/n/10 ValueError \T1/qtm/m/n/10 or

Underfull \hbox (badness 10000) in paragraph at lines 116133--116138
[]\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/
n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje
ct.from_async\T1/qtm/m/n/10 , then a
[1087]
Underfull \hbox (badness 10000) in paragraph at lines 116204--116207
[]\T1/txtt/m/n/10 recommendation_settings \T1/qtm/m/n/10 pa-ram-e-ter of \T1/tx
tt/m/n/10 Project.start \T1/qtm/m/n/10 is dep-re-cated in fa-vor of
[1088] [1089] [1090] (./datarobot-public-api-client.ind [1091] [1092] [1093]
Underfull \hbox (badness 10000) in paragraph at lines 77--79
[]\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo
t.models.notebooks.execution_environment.ExecutionEnvironment class

Underfull \hbox (badness 5548) in paragraph at lines 123--125
[]\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot
.models.deployment.custom_metrics.CustomMetricValuesOverBatch prop-erty\T1/qtm/
m/n/10 ),

Underfull \hbox (badness 10000) in paragraph at lines 125--127
[]\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot
.models.deployment.custom_metrics.CustomMetricValuesOverTime prop-erty\T1/qtm/m
/n/10 ),
[1094] [1095]
Underfull \hbox (badness 10000) in paragraph at lines 271--273
[]\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt
m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.BlenderModel method\T1/qtm/m/n/10 ),


Underfull \hbox (badness 10000) in paragraph at lines 279--281
[]\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt
m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.RatingTableModel
[1096]
Underfull \hbox (badness 10000) in paragraph at lines 349--351
[]\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.evaluation_dataset_configuration.EvaluationDatasetConfiguration class

Underfull \hbox (badness 10000) in paragraph at lines 351--353
[]\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation

Underfull \hbox (badness 10000) in paragraph at lines 369--371
[]\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.synthetic_evaluation_dataset_generation.SyntheticEvaluationDataset class
[1097] [1098] [1099] [1100] [1101]
Underfull \hbox (badness 10000) in paragraph at lines 732--734
[]\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation
[1102]
Overfull \hbox (6.44446pt too wide) in paragraph at lines 898--900
[]\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation \T1/qtm/m/n/10 (\T1/qtm/m/
it/10 class in datarobot.models.genai.evaluation_dataset_metric_aggregation\T1/
qtm/m/n/10 ),
[1103]
Underfull \hbox (badness 10000) in paragraph at lines 975--977
[]\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data
robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview
[1104] [1105] [1106] [1107] [1108] [1109]
Underfull \hbox (badness 10000) in paragraph at lines 1483--1485
[]\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da
tarobot.models.deployment.custom_metrics.CustomMetricValuesOverBatch

Underfull \hbox (badness 10000) in paragraph at lines 1485--1487
[]\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da
tarobot.models.deployment.custom_metrics.CustomMetricValuesOverTime
[1110]
Overfull \hbox (51.0944pt too wide) in paragraph at lines 1568--1570
[]\T1/txtt/m/n/10 get_document_page_with_text_locations() \T1/qtm/m/n/10 (\T1/q
tm/m/it/10 datarobot.models.documentai.document.DocumentTextExtractionSamplePag
e

Underfull \hbox (badness 10000) in paragraph at lines 1587--1589
[]\T1/txtt/m/n/10 get_explanations_data_in_regions() \T1/qtm/m/n/10 (\T1/qtm/m/
it/10 datarobot.models.anomaly_assessment.AnomalyAssessmentRecord
[1111] [1112] [1113] [1114] [1115]
Underfull \hbox (badness 10000) in paragraph at lines 2042--2044
[]\T1/txtt/m/n/10 get_supported_retrieval_settings() \T1/qtm/m/n/10 (\T1/qtm/m/
it/10 datarobot.models.genai.vector_database.VectorDatabase class
[1116]
Underfull \hbox (badness 10000) in paragraph at lines 2175--2177
[]\T1/txtt/m/n/10 is_model_compliance_initialized \T1/qtm/m/n/10 (\T1/qtm/m/it/
10 datarobot.models.automated_documentation.AutomatedDocument prop-
[1117] [1118] [1119]
Underfull \hbox (badness 10000) in paragraph at lines 2411--2413
[]\T1/txtt/m/n/10 list_all_available_document_types() \T1/qtm/m/n/10 (\T1/qtm/m
/it/10 datarobot.models.automated_documentation.AutomatedDocument

Underfull \hbox (badness 10000) in paragraph at lines 2418--2420
[]\T1/txtt/m/n/10 list_available_document_types() \T1/qtm/m/n/10 (\T1/qtm/m/it/
10 datarobot.models.automated_documentation.AutomatedDocument class
[1120] [1121]
Overfull \hbox (33.2344pt too wide) in paragraph at lines 2546--2548
[]\T1/txtt/m/n/10 new_custom_model_version_with_config() \T1/qtm/m/n/10 (\T1/qt
m/m/it/10 datarobot.models.moderation.model_version_update.ModelVersionUpdate
[1122] [1123] [1124] [1125] [1126] [1127] [1128] [1129] [1130] [1131]
Underfull \hbox (badness 7722) in paragraph at lines 3482--3484
[]\T1/txtt/m/n/10 validate_task_parameters() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da
tarobot.models.user_blueprints.models.UserBlueprintValidateTaskParameters
[1132]) [1133] (./datarobot-public-api-client.aux)

Package rerunfilecheck Warning: File `datarobot-public-api-client.out' has chan
ged.
(rerunfilecheck)                Rerun to get outlines right
(rerunfilecheck)                or use package `bookmark'.

 )
(see the transcript file for additional information){/usr/share/texlive/texmf-d
ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips
/tex-gyre/q-ec-sc.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ec.enc}{/usr
/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/texlive/texmf-dist/
fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/
enc/dvips/base/8r.enc}</usr/share/texlive/texmf-dist/fonts/type1/public/fontawe
some5/FontAwesome5Free-Solid.pfb></usr/share/texlive/texmf-dist/fonts/type1/pub
lic/amsfonts/cm/cmmi5.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/ams
fonts/cm/cmsy5.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qhvb.pfb></usr
/share/texmf/fonts/type1/public/tex-gyre/qhvbi.pfb></usr/share/texmf/fonts/type
1/public/tex-gyre/qhvr.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmb.p
fb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmbi.pfb></usr/share/texmf/fo
nts/type1/public/tex-gyre/qtmr.pfb></usr/share/texmf/fonts/type1/public/tex-gyr
e/qtmri.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xbtt.pf
b></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xbtt.pfb></usr/sh
are/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texlive
/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texlive/texmf-dist
/fonts/type1/public/txfonts/tcxbtt.pfb></usr/share/texlive/texmf-dist/fonts/typ
e1/public/txfonts/tcxtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/urw/time
s/utmr8a.pfb>
Output written on datarobot-public-api-client.pdf (1141 pages, 4868836 bytes).
Transcript written on datarobot-public-api-client.log.
Latexmk: Index file 'datarobot-public-api-client.idx' was written
Latexmk: References changed.
Latexmk: Log file says output to 'datarobot-public-api-client.pdf'
Rule 'pdflatex': File changes, etc:
   Changed files, or newly in use since previous run(s):
      'datarobot-public-api-client.aux'
      'datarobot-public-api-client.out'
      'datarobot-public-api-client.toc'
------------
Run number 3 of rule 'pdflatex'
------------
Latexmk: Examining 'datarobot-public-api-client.log'
=== TeX engine is 'pdfTeX'
Latexmk: applying rule 'pdflatex'...
------------
Running 'pdflatex   -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client"  "DataRobotPython_3.13.0rc0_Docs.tex"'
------------
This is pdfTeX, Version 3.141592653-2.6-1.40.22 (TeX Live 2022/dev/Debian) (preloaded format=pdflatex)
 restricted \write18 enabled.
entering extended mode
(./DataRobotPython_3.13.0rc0_Docs.tex
LaTeX2e <2021-11-15> patch level 1
L3 programming layer <2022-01-21> (./sphinxmanual.cls
Document Class: sphinxmanual 2019/12/01 v2.3.0 Document class (Sphinx manual)
(/usr/share/texlive/texmf-dist/tex/latex/base/report.cls
Document Class: report 2021/10/04 v1.4n Standard LaTeX document class
(/usr/share/texlive/texmf-dist/tex/latex/base/size10.clo)))
(/usr/share/texlive/texmf-dist/tex/latex/cmap/cmap.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/fontenc.sty<<t1.cmap>>)
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsmath.sty
For additional information on amsmath, use the `?' option.
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amstext.sty
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsgen.sty))
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsbsy.sty)
(/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsopn.sty))
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/amssymb.sty
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/amsfonts.sty))
(/usr/share/texlive/texmf-dist/tex/generic/babel/babel.sty
(/usr/share/texlive/texmf-dist/tex/generic/babel/txtbabel.def)
(/usr/share/texlive/texmf-dist/tex/generic/babel-english/english.ldf))
(/usr/share/texmf/tex/latex/tex-gyre/tgtermes.sty
(/usr/share/texlive/texmf-dist/tex/latex/kvoptions/kvoptions.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/keyval.sty)
(/usr/share/texlive/texmf-dist/tex/generic/ltxcmds/ltxcmds.sty)
(/usr/share/texlive/texmf-dist/tex/generic/kvsetkeys/kvsetkeys.sty)))
(/usr/share/texmf/tex/latex/tex-gyre/tgheros.sty)
(/usr/share/texlive/texmf-dist/tex/latex/fncychap/fncychap.sty) (./sphinx.sty
(/usr/share/texlive/texmf-dist/tex/latex/xcolor/xcolor.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics-cfg/color.cfg)
(/usr/share/texlive/texmf-dist/tex/latex/graphics-def/pdftex.def))
(./sphinxoptionshyperref.sty) (./sphinxoptionsgeometry.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/textcomp.sty)
(/usr/share/texlive/texmf-dist/tex/latex/float/float.sty)
(/usr/share/texlive/texmf-dist/tex/latex/wrapfig/wrapfig.sty)
(/usr/share/texlive/texmf-dist/tex/latex/capt-of/capt-of.sty)
(/usr/share/texlive/texmf-dist/tex/latex/tools/multicol.sty)
(/usr/share/texlive/texmf-dist/tex/latex/graphics/graphicx.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/graphics.sty
(/usr/share/texlive/texmf-dist/tex/latex/graphics/trig.sty)
(/usr/share/texlive/texmf-dist/tex/latex/graphics-cfg/graphics.cfg)))
(./sphinxlatexgraphics.sty) (./sphinxpackageboxes.sty
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/pict2e.sty
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/pict2e.cfg)
(/usr/share/texlive/texmf-dist/tex/latex/pict2e/p2e-pdftex.def))
(/usr/share/texlive/texmf-dist/tex/latex/ellipse/ellipse.sty))
(./sphinxlatexadmonitions.sty
(/usr/share/texlive/texmf-dist/tex/latex/framed/framed.sty)
(./sphinxpackagefootnote.sty)) (./sphinxlatexliterals.sty
(/usr/share/texlive/texmf-dist/tex/latex/fancyvrb/fancyvrb.sty)
(/usr/share/texlive/texmf-dist/tex/latex/base/alltt.sty)
(/usr/share/texlive/texmf-dist/tex/latex/upquote/upquote.sty)
(/usr/share/texlive/texmf-dist/tex/latex/needspace/needspace.sty))
(./sphinxlatexshadowbox.sty) (./sphinxlatexcontainers.sty)
(./sphinxhighlight.sty) (./sphinxlatextables.sty
(/usr/share/texlive/texmf-dist/tex/latex/tabulary/tabulary.sty
(/usr/share/texlive/texmf-dist/tex/latex/tools/array.sty))
(/usr/share/texlive/texmf-dist/tex/latex/tools/longtable.sty)
(/usr/share/texlive/texmf-dist/tex/latex/varwidth/varwidth.sty)
(/usr/share/texlive/texmf-dist/tex/latex/colortbl/colortbl.sty)
(/usr/share/texlive/texmf-dist/tex/latex/booktabs/booktabs.sty))
(./sphinxlatexnumfig.sty) (./sphinxlatexlists.sty) (./sphinxlatexindbibtoc.sty
(/usr/share/texlive/texmf-dist/tex/latex/base/makeidx.sty))
(./sphinxlatexstylepage.sty
(/usr/share/texlive/texmf-dist/tex/latex/parskip/parskip.sty
(/usr/share/texlive/texmf-dist/tex/latex/etoolbox/etoolbox.sty))
(/usr/share/texlive/texmf-dist/tex/latex/fancyhdr/fancyhdr.sty))
(./sphinxlatexstyleheadings.sty
(/usr/share/texlive/texmf-dist/tex/latex/titlesec/titlesec.sty))
(./sphinxlatexstyletext.sty) (./sphinxlatexobjects.sty))
(/usr/share/texlive/texmf-dist/tex/latex/geometry/geometry.sty
(/usr/share/texlive/texmf-dist/tex/generic/iftex/ifvtex.sty
(/usr/share/texlive/texmf-dist/tex/generic/iftex/iftex.sty))) (./nbsphinx.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref.sty
(/usr/share/texlive/texmf-dist/tex/generic/pdftexcmds/pdftexcmds.sty
(/usr/share/texlive/texmf-dist/tex/generic/infwarerr/infwarerr.sty))
(/usr/share/texlive/texmf-dist/tex/generic/kvdefinekeys/kvdefinekeys.sty)
(/usr/share/texlive/texmf-dist/tex/generic/pdfescape/pdfescape.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hycolor/hycolor.sty)
(/usr/share/texlive/texmf-dist/tex/latex/letltxmacro/letltxmacro.sty)
(/usr/share/texlive/texmf-dist/tex/latex/auxhook/auxhook.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/pd1enc.def)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref-langpatches.def)
(/usr/share/texlive/texmf-dist/tex/generic/intcalc/intcalc.sty)
(/usr/share/texlive/texmf-dist/tex/generic/etexcmds/etexcmds.sty)
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/puenc.def)
(/usr/share/texlive/texmf-dist/tex/latex/url/url.sty)
(/usr/share/texlive/texmf-dist/tex/generic/bitset/bitset.sty
(/usr/share/texlive/texmf-dist/tex/generic/bigintcalc/bigintcalc.sty))
(/usr/share/texlive/texmf-dist/tex/latex/base/atbegshi-ltx.sty))
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/hpdftex.def
(/usr/share/texlive/texmf-dist/tex/latex/base/atveryend-ltx.sty)
(/usr/share/texlive/texmf-dist/tex/latex/rerunfilecheck/rerunfilecheck.sty
(/usr/share/texlive/texmf-dist/tex/generic/uniquecounter/uniquecounter.sty)))
(/usr/share/texlive/texmf-dist/tex/latex/oberdiek/hypcap.sty)
(./sphinxmessages.sty)
(/usr/share/texlive/texmf-dist/tex/latex/enumitem/enumitem.sty)
(/usr/share/texlive/texmf-dist/tex/xelatex/xecjk/xeCJK.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3kernel/expl3.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3backend/l3backend-pdftex.def))

! Critical Package xeCJK Error: The xeCJK package requires XeTeX to function.
(xeCJK)                         
(xeCJK)                         You must change your typesetting engine to
(xeCJK)                         "xelatex"
(xeCJK)                         instead of plain "latex" or "pdflatex" or
(xeCJK)                         "lualatex".
(xeCJK)                         Loading xeCJK will abort!

Type <return> to continue.
 ...                                              
                                                  
l.43 ..._critical:nn { xeCJK } { Require-XeTeX } }
                                                  
) (/usr/share/texlive/texmf-dist/tex/latex/idxlayout/idxlayout.sty)
Writing index file datarobot-public-api-client.idx
(/usr/share/texlive/texmf-dist/tex/latex/ragged2e/ragged2e.sty)
(/usr/share/texmf/tex/latex/tex-gyre/t1qtm.fd)
(./datarobot-public-api-client.aux)
(/usr/share/texlive/texmf-dist/tex/context/base/mkii/supp-pdf.mkii
[Loading MPS to PDF converter (version 2006.09.02).]
) (/usr/share/texlive/texmf-dist/tex/latex/epstopdf-pkg/epstopdf-base.sty
(/usr/share/texlive/texmf-dist/tex/latex/latexconfig/epstopdf-sys.cfg))
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5.sty
(/usr/share/texlive/texmf-dist/tex/latex/l3packages/l3keys2e/l3keys2e.sty)
(/usr/share/texlive/texmf-dist/tex/latex/l3packages/xparse/xparse.sty)
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-generic-help
er.sty
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-mapping.def)
))
*geometry* driver: auto-detecting
*geometry* detected driver: pdftex
(/usr/share/texlive/texmf-dist/tex/latex/hyperref/nameref.sty
(/usr/share/texlive/texmf-dist/tex/latex/refcount/refcount.sty)
(/usr/share/texlive/texmf-dist/tex/generic/gettitlestring/gettitlestring.sty))
(./datarobot-public-api-client.out) (./datarobot-public-api-client.out)
(/usr/share/texmf/tex/latex/tex-gyre/t1qhv.fd)<<ot1.cmap>><<oml.cmap>><<oms.cma
p>><<omx.cmap>> (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsa.fd)
(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsb.fd) [1{/var/lib/texmf/fo
nts/map/pdftex/updmap/pdftex.map}] [2] (./datarobot-public-api-client.toc
[1] [2] [3]
Overfull \hbox (4.49997pt too wide) detected at line 582
 []\T1/qtm/m/n/10 1005

Overfull \hbox (4.49997pt too wide) detected at line 589
 []\T1/qtm/m/n/10 1006

Overfull \hbox (4.49997pt too wide) detected at line 594
 []\T1/qtm/m/n/10 1007

Overfull \hbox (4.49997pt too wide) detected at line 599
 []\T1/qtm/m/n/10 1008

Overfull \hbox (4.49997pt too wide) detected at line 606
 []\T1/qtm/m/n/10 1010

Overfull \hbox (4.49997pt too wide) detected at line 607
 []\T1/qtm/m/n/10 1010

Overfull \hbox (4.49997pt too wide) detected at line 610
 []\T1/qtm/m/n/10 1010

Overfull \hbox (4.49997pt too wide) detected at line 615
 []\T1/qtm/m/n/10 1011

Overfull \hbox (4.49997pt too wide) detected at line 627
 []\T1/qtm/m/n/10 1015

Overfull \hbox (4.49997pt too wide) detected at line 635
 []\T1/qtm/m/n/10 1018

Overfull \hbox (4.49997pt too wide) detected at line 644
 []\T1/qtm/m/n/10 1023

Overfull \hbox (4.49997pt too wide) detected at line 651
 []\T1/qtm/m/n/10 1026

Overfull \hbox (4.49997pt too wide) detected at line 660
 []\T1/qtm/m/n/10 1026

Overfull \hbox (4.49997pt too wide) detected at line 668
 []\T1/qtm/m/n/10 1033

Overfull \hbox (4.49997pt too wide) detected at line 673
 []\T1/qtm/m/n/10 1035

Overfull \hbox (4.49997pt too wide) detected at line 683
 []\T1/qtm/m/n/10 1040

Overfull \hbox (4.49997pt too wide) detected at line 685
 []\T1/qtm/m/n/10 1040

Overfull \hbox (4.49997pt too wide) detected at line 691
 []\T1/qtm/m/n/10 1041

Overfull \hbox (4.49997pt too wide) detected at line 693
 []\T1/qtm/m/n/10 1041

Overfull \hbox (4.49997pt too wide) detected at line 696
 []\T1/qtm/m/n/10 1041

Overfull \hbox (4.49997pt too wide) detected at line 698
 []\T1/qtm/m/n/10 1042
[4]
Overfull \hbox (4.49997pt too wide) detected at line 706
 []\T1/qtm/m/n/10 1045

Overfull \hbox (4.49997pt too wide) detected at line 714
 []\T1/qtm/m/n/10 1047

Overfull \hbox (4.49997pt too wide) detected at line 722
 []\T1/qtm/m/n/10 1049

Overfull \hbox (4.49997pt too wide) detected at line 729
 []\T1/qtm/m/n/10 1052

Overfull \hbox (4.49997pt too wide) detected at line 737
 []\T1/qtm/m/n/10 1054

Overfull \hbox (4.49997pt too wide) detected at line 742
 []\T1/qtm/m/n/10 1056

Overfull \hbox (4.49997pt too wide) detected at line 749
 []\T1/qtm/m/n/10 1057

Overfull \hbox (4.49997pt too wide) detected at line 756
 []\T1/qtm/m/n/10 1060

Overfull \hbox (4.49997pt too wide) detected at line 762
 []\T1/qtm/m/n/10 1061

Overfull \hbox (4.49997pt too wide) detected at line 768
 []\T1/qtm/m/n/10 1064

Overfull \hbox (4.49997pt too wide) detected at line 772
 []\T1/qtm/m/n/10 1066

Overfull \hbox (4.49997pt too wide) detected at line 778
 []\T1/qtm/m/n/10 1068

Overfull \hbox (4.49997pt too wide) detected at line 783
 []\T1/qtm/m/n/10 1069

Overfull \hbox (4.49997pt too wide) detected at line 788
 []\T1/qtm/m/n/10 1070

Overfull \hbox (4.49997pt too wide) detected at line 792
 []\T1/qtm/m/n/10 1071

Overfull \hbox (4.49997pt too wide) detected at line 795
 []\T1/qtm/m/n/10 1071

Overfull \hbox (4.49997pt too wide) detected at line 802
 []\T1/qtm/m/n/10 1072

Overfull \hbox (4.49997pt too wide) detected at line 805
 []\T1/qtm/m/n/10 1072

Overfull \hbox (4.49997pt too wide) detected at line 807
 []\T1/qtm/m/n/10 1073

Overfull \hbox (4.49997pt too wide) detected at line 812
 []\T1/qtm/m/n/10 1074

Overfull \hbox (4.49997pt too wide) detected at line 819
 []\T1/qtm/m/n/10 1075

Overfull \hbox (4.49997pt too wide) detected at line 821
 []\T1/qtm/m/n/10 1075

Overfull \hbox (4.49997pt too wide) detected at line 827
 []\T1/qtm/m/n/10 1076

Overfull \hbox (4.49997pt too wide) detected at line 831
 []\T1/qtm/m/n/10 1077

Overfull \hbox (4.49997pt too wide) detected at line 833
 []\T1/qtm/m/n/10 1077

Overfull \hbox (4.49997pt too wide) detected at line 837
 []\T1/qtm/m/n/10 1078

Overfull \hbox (4.49997pt too wide) detected at line 839
 []\T1/qtm/m/n/10 1079

Overfull \hbox (4.49997pt too wide) detected at line 841
 []\T1/qtm/m/n/10 1079

Overfull \hbox (4.49997pt too wide) detected at line 845
 []\T1/qtm/m/n/10 1079

Overfull \hbox (4.49997pt too wide) detected at line 848
 []\T1/qtm/m/n/10 1080

Overfull \hbox (4.49997pt too wide) detected at line 854
 []\T1/qtm/m/n/10 1081

Overfull \hbox (4.49997pt too wide) detected at line 856
 []\T1/qtm/m/n/10 1081

Overfull \hbox (4.49997pt too wide) detected at line 859
 []\T1/qtm/m/n/10 1082

Overfull \hbox (4.49997pt too wide) detected at line 867
 []\T1/qtm/m/n/10 1083

Overfull \hbox (4.49997pt too wide) detected at line 874
 []\T1/qtm/m/n/10 1084

Overfull \hbox (4.49997pt too wide) detected at line 876
 []\T1/qtm/m/n/10 1085

Overfull \hbox (4.49997pt too wide) detected at line 883
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 885
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 887
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 889
 []\T1/qtm/m/n/10 1086

Overfull \hbox (4.49997pt too wide) detected at line 894
 []\T1/qtm/m/n/10 1087

Overfull \hbox (4.49997pt too wide) detected at line 897
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 901
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 902
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 903
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 904
 []\T1/qtm/m/n/10 1088

Overfull \hbox (4.49997pt too wide) detected at line 905
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 906
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 907
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 908
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 909
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 910
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 911
 []\T1/qtm/m/n/10 1089

Overfull \hbox (4.49997pt too wide) detected at line 912
 []\T1/qtm/m/n/10 1089
[5]
Overfull \hbox (4.49997pt too wide) detected at line 913
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 914
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 915
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 916
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 917
 []\T1/qtm/m/n/10 1090

Overfull \hbox (4.49997pt too wide) detected at line 918
 []\T1/qtm/m/n/10 1090
) [6] [1] [2]
Chapter 1.

Underfull \hbox (badness 10000) in paragraph at lines 159--159
[][][]\T1/qtm/m/it/10 Ad-min-is-tra-
[3] [4]
Chapter 2.
(/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd)
(/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [5]
Underfull \hbox (badness 10000) in paragraph at lines 230--233
[][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes CSV dat
a from a URL. If you have set

Underfull \hbox (badness 10000) in paragraph at lines 239--243
[][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes
 data from a data source. If you have set
[6] [7] [8] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9] [10] [11]
[12]
Overfull \vbox (1.18929pt too high) detected at line 779
[13] [14]
Overfull \vbox (1.2373pt too high) detected at line 951
[15] [16] [17] [18] [19] [20] [21] [22]
Chapter 3.
[23] [24] [25] [26] [27] [28] [29]
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd)
[30] [31] [32] [33] [34]
Underfull \hbox (badness 10000) in paragraph at lines 2190--2192
[]\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift
 charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method

Underfull \hbox (badness 10000) in paragraph at lines 2204--2209
\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1
0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n
/10 and
[35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46]
Overfull \vbox (0.73009pt too high) detected at line 3056
[47] [48] [49] [50]
Underfull \hbox (badness 10000) in paragraph at lines 3301--3307
[]\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 
and \T1/txtt/m/n/10 PredictionExplanations.
[51] [52]
Overfull \vbox (0.52194pt too high) detected at line 3465
[53] [54]
Overfull \vbox (0.93639pt too high) detected at line 3617
[55] [56] [57]

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3788     ├── images
                           

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3789     ├  ├──animal01.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3790     ├  ├──animal02.jpg
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3791     ├  ├──animal03.png
                                      

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.3792     ├── data.csv
                             
[58] [59] [60] [61] [62] [63] [64] [65] [66]
Underfull \hbox (badness 10000) in paragraph at lines 4410--4413
[]\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne
d by the [][]\T1/txtt/m/sl/10 partitioning_methods.
[67]
Underfull \hbox (badness 10000) in paragraph at lines 4483--4488
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing
 the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1
0 and
[68]
Underfull \hbox (badness 10000) in paragraph at lines 4515--4520
\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra
cy over Time plot. To do so use

Underfull \hbox (badness 7558) in paragraph at lines 4515--4520
[][]\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot[][]\T1/qtm/m/n/1
0 . You can also re-trieve the de-tailed meta-data us-ing
[69] [70] [71]

! LaTeX Error: Unicode character 物 (U+7269)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}}
                                                  

! LaTeX Error: Unicode character 类 (U+7C7B)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}}
                                                  
[72] [73] [74] [75] [76] [77]
Underfull \hbox (badness 10000) in paragraph at lines 5155--5158
[][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t
or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now
 set-tings
[78]
Underfull \hbox (badness 6141) in paragraph at lines 5251--5258
[]\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t
he span of the ef-fec-tive Fea-ture Deriva-
[79] [80] [81]
Underfull \hbox (badness 10000) in paragraph at lines 5539--5544
[]\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a [][]\T1/txt
t/m/sl/10 DatetimeModel[][] \T1/qtm/m/n/10 us-ing the [][]\T1/txtt/m/sl/10 Date
timeModel.
[82] [83] [84]
Underfull \vbox (badness 10000) detected at line 5733

Underfull \vbox (badness 10000) detected at line 5733
[85] [86] [87]
Underfull \hbox (badness 7012) in paragraph at lines 5868--5871
[]\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/
10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\
T1/qtm/m/n/10 , and
[88]
Underfull \hbox (badness 10000) in paragraph at lines 5918--5921
[]\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s
), re-quest com-pute ex-ter-nal test on one of
[89] [90] [91] [92] [93] [94] [95]

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6665     ├── abyssinian
                               

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6666     │   ├── abyssinian01.jpg
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6667     │   ├── abyssinian02.jpg
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6668     │   ├── …
                                

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6669     ├── american\PYGZus{}bulldog
                                             

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6670 ...├── american\PYGZus{}bulldog01.jpg
                                                  

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6671 ...├── american\PYGZus{}bulldog02.jpg
                                                  

! LaTeX Error: Unicode character │ (U+2502)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ├ (U+251C)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              

! LaTeX Error: Unicode character ─ (U+2500)
               not set up for use with LaTeX.

See the LaTeX manual or LaTeX Companion for explanation.
Type  H <return>  for immediate help.
 ...                                              
                                                  
l.6672     │   ├── …
                              
[96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a
ctivation_map2.png>] [100] [101 <./embeddings.png>] [102] [103] [104]
Overfull \vbox (1.18929pt too high) detected at line 7227
[105] [106] [107] [108]
Chapter 4.
[109]
Overfull \vbox (1.18929pt too high) detected at line 7571
[110] [111] [112] [113] [114] [115] [116] [117] [118]
Overfull \vbox (1.27087pt too high) detected at line 8239
[119] [120] [121] [122]
Overfull \vbox (0.53955pt too high) detected at line 8501
[123]
Underfull \hbox (badness 6477) in paragraph at lines 8527--8532
[]\T1/qtm/m/n/10 In or-der to sched-ule the ex-e-cu-tion of a batch pre-dic-tio
n job, a def-i-ni-tion must first be cre-ated us-

Underfull \hbox (badness 10000) in paragraph at lines 8533--8535
[]\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/
m/sl/10 datarobot.models.BatchPredictionJobDefinition.
[124]
Underfull \hbox (badness 10000) in paragraph at lines 8617--8620
[]|\T1/qtm/m/n/10 The hour(s)

Underfull \hbox (badness 10000) in paragraph at lines 8617--8620
\T1/qtm/m/n/10 of the day

Underfull \hbox (badness 6592) in paragraph at lines 8617--8620
\T1/qtm/m/n/10 that the job

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
[]|\T1/qtm/m/n/10 Strings, ei-

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 ther 3-letter

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 ab-bre-vi-a-tions

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 or the full

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 month, can

Underfull \hbox (badness 10000) in paragraph at lines 8630--8632
\T1/qtm/m/n/10 change-ably

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
[]\T1/qtm/m/n/10 Months that

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/qtm/m/n/10 pat-i-ble with

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/qtm/m/n/10 are ig-nored,

Overfull \hbox (13.14194pt too wide) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 "day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 ": [31],

Underfull \hbox (badness 10000) in paragraph at lines 8633--8636
\T1/txtt/m/n/10 "month":[

Underfull \hbox (badness 5563) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 the job will

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ab-bre-vi-a-

Underfull \hbox (badness 6592) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 tions or the

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 full name

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 of the day,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 in-ter-change-

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ably (e.g.,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^Psun-day^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^PSun-day^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^Psun^^Q, or

Underfull \hbox (badness 10000) in paragraph at lines 8646--8648
\T1/qtm/m/n/10 ^^PSun^^Q, all

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 field is ad-

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 di-tive with

Overfull \hbox (10.39195pt too wide) in paragraph at lines 8649--8652
\T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 mean-ing the

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 job will

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 run both

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 on the date

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 spec-i-fied by

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8649--8652
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 5147) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 and the day

Underfull \hbox (badness 10000) in paragraph at lines 8649--8652
\T1/qtm/m/n/10 de-fined in

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
[]|\T1/qtm/m/n/10 The date(s)

Underfull \hbox (badness 6592) in paragraph at lines 8662--8664
\T1/qtm/m/n/10 that the job

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
\T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or

Underfull \hbox (badness 10000) in paragraph at lines 8662--8664
\T1/qtm/m/n/10 days of the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 field is ad-

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 di-tive with

Overfull \hbox (5.14197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 mean-ing the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 job will

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 the date(s)

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 de-fined in

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 this field

Underfull \hbox (badness 5147) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 and the day

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 spec-i-fied by

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 dates 1st,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 2nd, 3rd,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 plus ev-ery

Overfull \hbox (7.89195pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_month

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 is set to

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 is de-fined,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 will trig-ger

Underfull \hbox (badness 6348) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 that matches

Overfull \hbox (2.64197pt too wide) in paragraph at lines 8665--8669
\T1/txtt/m/n/10 day_of_week

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 Tues-day the

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 2nd, 9th,

Underfull \hbox (badness 10000) in paragraph at lines 8665--8669
\T1/qtm/m/n/10 16th, 23rd,

Underfull \hbox (badness 10000) in paragraph at lines 8670--8673
\T1/qtm/m/n/10 such as
[125]
Overfull \vbox (676.10883pt too high) has occurred while \output is active
[126]
Underfull \hbox (badness 5832) in paragraph at lines 8681--8687
\T1/qtm/m/n/10 Job def-i-ni-tions are only be ex-e-cuted by the sched-uler if \
T1/txtt/m/n/10 enabled \T1/qtm/m/n/10 is set to \T1/txtt/m/n/10 True\T1/qtm/m/n
/10 . If you have a

Underfull \hbox (badness 8056) in paragraph at lines 8681--8687
\T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled
 job, but should now be stopped, sim-ply
[127] [128]
Chapter 5.
[129] [130] [131] [132] [133] [134] [135] [136] [137] [138] [139] [140]
[141] [142] [143]
Underfull \hbox (badness 10000) in paragraph at lines 9806--9810
\T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGr
antSharedRoleWithId[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.model
s.
[144] [145] [146] [147] [148] [149] [150] [151]
Overfull \vbox (1.93637pt too high) detected at line 10336
[152] [153] [154]
Underfull \hbox (badness 7415) in paragraph at lines 10500--10502
[]\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for
-ma-tion. For model spe-cific met-rics set
[155] [156]
Underfull \hbox (badness 10000) in paragraph at lines 10588--10590
\T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset 
in the Data Reg-istry, use the
[157] [158] [159] [160] [161] [162] [163] [164]
Overfull \vbox (0.52194pt too high) detected at line 11267
[165]
Underfull \hbox (badness 10000) in paragraph at lines 11313--11316
[]\T1/qtm/m/n/10 Re-fer to [][]\T1/txtt/m/sl/10 ExecutionEnvironment[][] \T1/qt
m/m/n/10 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and
[166] [167] [168]
Overfull \vbox (1.27087pt too high) detected at line 11514
[169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180]
[181]
Overfull \vbox (2.67389pt too high) detected at line 12356
[182] [183] [184]
Underfull \hbox (badness 10000) in paragraph at lines 12478--12481
\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate
, use \T1/txtt/m/n/10 dr.registry.Job.
[185] [186] [187]
Underfull \hbox (badness 10000) in paragraph at lines 12737--12740
[]\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are
 re-turned by pass-ing an in-stance of the
[188] [189] [190] [191] [192]
Chapter 6.
[193] [194] [195] [196] [197] [198] [199] [200] [201] [202]
Chapter 7.
[203] [204] [205] [206]
Underfull \hbox (badness 10000) in paragraph at lines 13880--13883
[]\T1/qtm/m/n/10 Use Cases sup-port \T1/txtt/m/n/10 SHARING_ROLE.OWNER\T1/qtm/m
/n/10 , \T1/txtt/m/n/10 SHARING_ROLE.EDITOR\T1/qtm/m/n/10 , \T1/txtt/m/n/10 SHA
RING_ROLE.CONSUMER \T1/qtm/m/n/10 and
[207] [208]
Chapter 8.
[209] [210] [211] [212]
Chapter 9.
[213] [214]
Chapter 10.
[215] [216] [217] [218]
Chapter 11.
[219] [220]
Chapter 12.
[221] [222] [223] [224] [225] [226] [227]
Overfull \vbox (1.75995pt too high) detected at line 15779
[228] [229] [230]
Chapter 13.
[231] [232] [233] [234] [235] [236] [237]
Underfull \hbox (badness 10000) in paragraph at lines 16814--16817
[]\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U The URL for the pre-dic-tion dataset (e.g.:

Underfull \hbox (badness 10000) in paragraph at lines 16819--16822
[]\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U The URL for the scored dataset (e.g.:
[238]
Underfull \hbox (badness 10000) in paragraph at lines 16870--16873
[]\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U The URL for the pre-dic-tion dataset (e.g.:

Underfull \hbox (badness 10000) in paragraph at lines 16875--16878
[]\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U The URL for the scored dataset (e.g.:
[239]
Underfull \hbox (badness 10000) in paragraph at lines 17049--17051
[]\T1/qtm/m/n/10 par-ti-tion : sub-set of train-ing data to score, one of \T1/t
xtt/m/n/10 datarobot.enums.
[240] [241] [242] [243] [244] [245] [246] [247] [248] [249]
Underfull \hbox (badness 6364) in paragraph at lines 18083--18085
\T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr
e-dict job, e.g. job_type !=
[250] [251] [252] [253] [254]
Chapter 14.

Overfull \hbox (5.07387pt too wide) in paragraph at lines 18620--18620
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 

Overfull \hbox (10.32385pt too wide) in paragraph at lines 18680--18680
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 
[255]
Overfull \hbox (5.07387pt too wide) in paragraph at lines 18739--18739
\T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , 
[256] [257] [258]
Chapter 15.
[259] [260] [261]
Underfull \hbox (badness 10000) in paragraph at lines 19395--19397
[]\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[
UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 19427--19429
[]\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[
enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/
10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 ,
[262] [263] [264] [265]
Overfull \hbox (33.22383pt too wide) in paragraph at lines 20005--20007
[]\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu
eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 )
[266]
Underfull \hbox (badness 10000) in paragraph at lines 20066--20068
[]\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T
S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1
/txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt
/m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 ,
[267]
Underfull \hbox (badness 10000) in paragraph at lines 20158--20160
[]\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon
trolWithUsernameValidator\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 20211--20213
[]\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T
1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/
10 , \T1/txtt/m/n/10 at most this many results are
[268]
Underfull \hbox (badness 10000) in paragraph at lines 20310--20313
[]\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep
rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of
[269]
Overfull \hbox (33.22383pt too wide) in paragraph at lines 20485--20487
[]\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu
eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 )
[270]
Underfull \hbox (badness 5711) in paragraph at lines 20611--20613
[]\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D
efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user

Underfull \hbox (badness 10000) in paragraph at lines 20650--20652
[]\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T
1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/
10 , \T1/txtt/m/n/10 at most this many results are
[271] [272] [273]
Underfull \hbox (badness 10000) in paragraph at lines 21015--21020
[]\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions

Underfull \hbox (badness 6658) in paragraph at lines 21015--21020
\T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us
es de-fault
[274] [275] [276] [277] [278] [279] [280] [281] [282] [283] [284] [285]
[286] [287] [288]
Chapter 16.
[289] [290] [291] [292]
Chapter 17.
[293]
Overfull \vbox (0.94989pt too high) detected at line 23504
[294]
Underfull \vbox (badness 7522) detected at line 23624

Overfull \vbox (4.48987pt too high) detected at line 23624
[295] [296]
Underfull \hbox (badness 10000) in paragraph at lines 23714--23716
[]\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje
cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains

Overfull \vbox (42.9599pt too high) detected at line 23788
[297] [298] [299] [300] [301] [302]
Chapter 18.
[303] [304] [305] [306] [307] [308] [309] [310]
Underfull \hbox (badness 5475) in paragraph at lines 25138--25140
[]\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe
cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that
[311] [312]
Chapter 19.
[313] [314] [315]
Underfull \hbox (badness 5274) in paragraph at lines 25517--25519
[]\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet
ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time
[316] [317] [318] [319]
Overfull \vbox (2.75995pt too high) detected at line 25853
[320] [321] [322] [323] [324] [325] [326] [327]
Overfull \hbox (12.22389pt too wide) in paragraph at lines 26760--26762
[]\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC
ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 )
[328]
Underfull \hbox (badness 10000) in paragraph at lines 26865--26871
\T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f
or 2 calls:
[329] [330] [331] [332] [333] [334]
Chapter 20.

Underfull \hbox (badness 5924) in paragraph at lines 27522--27527
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1
0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 ,
[335]
Underfull \hbox (badness 10000) in paragraph at lines 27591--27594
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 27591--27594
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 27591--27594
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27605--27607
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[336]
Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
[]\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET
_TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus-

Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
\T1/qtm/m/n/10 tom in-fer-ence model. Val-ues: [\T1/qtm/m/it/10 datarobot.TARGE
T_TYPE.BINARY\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27779--27784
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , \T1/qtm/m/it/1
0 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 ,

Overfull \hbox (33.36987pt too wide) in paragraph at lines 27779--27784
\T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it
/10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] 
[337]
Underfull \hbox (badness 10000) in paragraph at lines 27821--27824
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 27821--27824
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 27821--27824
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 27835--27838
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[338]
Underfull \hbox (badness 10000) in paragraph at lines 27963--27966
[]\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/
n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U
[339] [340]
Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
[]\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10
 ) ^^U the type of the im-age, ei-ther CUS-

Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
\T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test-

Underfull \hbox (badness 10000) in paragraph at lines 28216--28221
\T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C
US-

Underfull \hbox (badness 10000) in paragraph at lines 28260--28263
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 28260--28263
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28260--28263
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[341]
Underfull \hbox (badness 10000) in paragraph at lines 28312--28315
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28312--28315
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28312--28315
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[342] [343]
Underfull \hbox (badness 10000) in paragraph at lines 28628--28631
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 7099) in paragraph at lines 28628--28631
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28628--28631
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[344]
Underfull \hbox (badness 10000) in paragraph at lines 28735--28742
[]\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID

Underfull \hbox (badness 5077) in paragraph at lines 28735--28742
\T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ
ment_id^^Q and

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
[]\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/
m/n/10 ) ^^U The list of tu-ples, where val-ues in each

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho
uld be

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names 
will be

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f
ile1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 ^^Pfile1.txt^^Q), (^^P/home/user/Documents/myModel/folder/file2.
txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28754--28764
\T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil
e1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28766--28769
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28766--28769
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28766--28769
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[345]
Underfull \vbox (badness 2970) detected at line 28890
[346]
Underfull \hbox (badness 10000) in paragraph at lines 28937--28944
[]\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID

Underfull \hbox (badness 5077) in paragraph at lines 28937--28944
\T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ
ment_id^^Q and
[347]
Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
[]\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/
m/n/10 ) ^^U The list of tu-ples, where val-ues in each

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho
uld be

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will
 be

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi
le1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 ^^Pfile1.txt^^Q), (^^P/home/user/Documents/myModel/folder/file2.
txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28956--28966
\T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil
e1.txt^^Q,

Underfull \hbox (badness 10000) in paragraph at lines 28973--28976
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro
bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/
10 )

Underfull \hbox (badness 5091) in paragraph at lines 28973--28976
\T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o
r can ac-cess the

Underfull \hbox (badness 10000) in paragraph at lines 28973--28976
\T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG
RESS_POLICY.NONE\T1/qtm/m/n/10 ,
[348] [349] [350] [351] [352] [353] [354] [355] [356] [357]
Underfull \hbox (badness 10000) in paragraph at lines 30403--30405
[]\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][]
old_user@datarobot.com[][] to
[358] [359]
Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
[]\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U build sta-tus of

Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
\T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See

Underfull \hbox (badness 10000) in paragraph at lines 30576--30579
\T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS
[360] [361] [362]
Chapter 21.
[363] [364] [365] [366]
Chapter 22.
[367] [368] [369] [370] [371] [372]
Chapter 23.
[373]
Underfull \hbox (badness 10000) in paragraph at lines 32110--32113
[]\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m
/n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver-
[374] [375] [376] [377]
Underfull \hbox (badness 10000) in paragraph at lines 32637--32639
[]\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 )
 ^^U Op-tional. The full JDBC URL (for ex-am-ple:
[378]
Underfull \hbox (badness 10000) in paragraph at lines 32705--32707
[]\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 )
 ^^U Op-tional. The full JDBC URL (for ex-am-ple:
[379] [380] [381]
Overfull \vbox (27.92998pt too high) detected at line 33072
[382] [383] [384] [385] [386] [387] [388]
Chapter 24.
[389] [390]
Chapter 25.
[391] [392] [393] [394] [395] [396]
Underfull \hbox (badness 10000) in paragraph at lines 34309--34312
[] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/
m/n/10 ^^U from datarobot.models.deployment

Underfull \hbox (badness 10000) in paragraph at lines 34309--34312
\T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex-
[397] [398]
Chapter 26.
[399] [400] [401] [402] [403] [404] [405] [406] [407] [408] [409] [410]
[411] [412] [413]
Underfull \hbox (badness 10000) in paragraph at lines 36385--36392
\T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _
 SOURCE _ GIVEN _
[414] [415] [416] [417]
Overfull \vbox (1.75995pt too high) detected at line 36867
[418] [419] [420] [421] [422] [423] [424]
Chapter 27.
[425]
Overfull \vbox (18.5899pt too high) detected at line 37492
[426] [427] [428] [429]
Underfull \hbox (badness 10000) in paragraph at lines 37752--37755
[]\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 
Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1
0 ]) ^^U
[430]
(/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd)
[431] [432] [433] [434] [435] [436] [437] [438] [439] [440] [441] [442]
[443] [444] [445] [446]
Underfull \hbox (badness 10000) in paragraph at lines 39527--39530
[]\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [
[][]\T1/txtt/m/sl/10 CategoricalStatsMethods[][]\T1/qtm/m/n/10 ]) ^^U List of m
eth-

Underfull \hbox (badness 10000) in paragraph at lines 39527--39530
\T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports

[447] [448] [449] [450]
Underfull \vbox (badness 10000) detected at line 39883

Overfull \vbox (27.2299pt too high) detected at line 39883
[451] [452] [453]
Underfull \vbox (badness 10000) detected at line 40141

Overfull \vbox (33.2399pt too high) detected at line 40141
[454] [455] [456] [457] [458]
Chapter 28.
[459] [460] [461] [462]
Underfull \vbox (badness 10000) detected at line 41243

Overfull \vbox (24.0pt too high) detected at line 41243
[463]
Overfull \vbox (0.89993pt too high) detected at line 41324
[464] [465] [466]
Underfull \hbox (badness 10000) in paragraph at lines 41558--41560
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[467]
Underfull \hbox (badness 10000) in paragraph at lines 41710--41713
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[468] [469]
Underfull \hbox (badness 10000) in paragraph at lines 41961--41964
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[470]
Underfull \hbox (badness 10000) in paragraph at lines 42087--42089
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[471] [472] [473] [474]
Underfull \hbox (badness 10000) in paragraph at lines 42702--42705
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[475]
Underfull \hbox (badness 10000) in paragraph at lines 42761--42765
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[476] [477] [478]
Underfull \hbox (badness 10000) in paragraph at lines 43236--43239
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[479] [480]
Underfull \hbox (badness 10000) in paragraph at lines 43427--43432
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 43427--43432
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[481] [482] [483]
Underfull \hbox (badness 10000) in paragraph at lines 43683--43686
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 43688--43694
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 43732--43734
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 43768--43770
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[484] [485] [486]
Underfull \hbox (badness 10000) in paragraph at lines 44094--44103
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[487]
Underfull \hbox (badness 10000) in paragraph at lines 44163--44168
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 44163--44168
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 44176--44179
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[488] [489] [490] [491] [492] [493] [494] [495] [496]
Underfull \hbox (badness 10000) in paragraph at lines 45252--45254
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[497]
Underfull \hbox (badness 10000) in paragraph at lines 45404--45407
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[498] [499]
Underfull \hbox (badness 10000) in paragraph at lines 45655--45658
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[500]
Underfull \hbox (badness 10000) in paragraph at lines 45781--45783
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[501] [502] [503] [504] [505]
Underfull \hbox (badness 10000) in paragraph at lines 46396--46399
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 46455--46459
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[506] [507] [508] [509]
Underfull \hbox (badness 10000) in paragraph at lines 46900--46903
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[510] [511]
Underfull \hbox (badness 10000) in paragraph at lines 47206--47209
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 47211--47217
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the
[512]
Underfull \hbox (badness 10000) in paragraph at lines 47255--47257
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 47291--47293
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[513] [514] [515] [516] [517] [518] [519] [520] [521] [522] [523]
Underfull \hbox (badness 10000) in paragraph at lines 48640--48642
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[524] [525]
Underfull \hbox (badness 10000) in paragraph at lines 48792--48795
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[526] [527]
Underfull \hbox (badness 10000) in paragraph at lines 49043--49046
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and

Underfull \hbox (badness 10000) in paragraph at lines 49169--49171
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[528] [529] [530] [531] [532]
Underfull \hbox (badness 10000) in paragraph at lines 49784--49787
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 49843--49847
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[533] [534] [535] [536]
Underfull \hbox (badness 10000) in paragraph at lines 50318--50321
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[537]
Underfull \hbox (badness 10000) in paragraph at lines 50509--50514
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 50509--50514
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[538] [539] [540]
Underfull \hbox (badness 10000) in paragraph at lines 50765--50768
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 50770--50776
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 50814--50816
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[541]
Underfull \hbox (badness 10000) in paragraph at lines 50850--50852
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[542] [543]
Underfull \hbox (badness 10000) in paragraph at lines 51176--51185
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[544]
Underfull \hbox (badness 10000) in paragraph at lines 51245--51250
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 51245--51250
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 51258--51261
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[545] [546]
Underfull \hbox (badness 5217) in paragraph at lines 51488--51491
[]\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/
m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t
he way train-ing
[547] [548] [549] [550] [551]
Underfull \hbox (badness 10000) in paragraph at lines 52021--52026
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 52021--52026
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[552] [553] [554] [555] [556] [557] [558] [559] [560] [561] [562] [563]
Underfull \hbox (badness 10000) in paragraph at lines 53400--53403
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[564] [565] [566] [567] [568] [569] [570] [571] [572] [573]
Underfull \hbox (badness 10000) in paragraph at lines 54456--54458
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[574]
Underfull \hbox (badness 10000) in paragraph at lines 54556--54559
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of

Underfull \hbox (badness 10000) in paragraph at lines 54650--54652
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[575] [576] [577]
Underfull \hbox (badness 10000) in paragraph at lines 55061--55064
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[578] [579] [580] [581]
Underfull \hbox (badness 10000) in paragraph at lines 55531--55534
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of

Underfull \hbox (badness 10000) in paragraph at lines 55578--55583
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 55578--55583
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[582] [583]
Underfull \hbox (badness 10000) in paragraph at lines 55748--55751
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 55753--55759
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 55797--55799
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[584] [585]
Underfull \hbox (badness 10000) in paragraph at lines 55964--55969
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 55964--55969
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 55977--55980
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[586] [587] [588] [589] [590] [591] [592] [593] [594] [595] [596]
Underfull \hbox (badness 10000) in paragraph at lines 57262--57264
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Con-fu-sion chart source. Check
[597]
Underfull \hbox (badness 10000) in paragraph at lines 57414--57417
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str]\T1/qtm/m/n/10 ) ^^U Can be one of
[598] [599]
Underfull \hbox (badness 10000) in paragraph at lines 57665--57668
\T1/qtm/m/n/10 keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m/n/1
0 impactNormalized\T1/qtm/m/n/10 , and \T1/txtt/m/n/10 impactUnnormalized\T1/qt
m/m/n/10 , and
[600]
Underfull \hbox (badness 10000) in paragraph at lines 57791--57793
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[601] [602] [603] [604]
Underfull \hbox (badness 10000) in paragraph at lines 58406--58409
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check
[605]
Underfull \hbox (badness 10000) in paragraph at lines 58465--58469
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U ROC curve data source. Check
[606] [607] [608]
Underfull \hbox (badness 10000) in paragraph at lines 58940--58943
\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U Can be one of
[609] [610]
Underfull \hbox (badness 10000) in paragraph at lines 59131--59136
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 59131--59136
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time
[611] [612] [613]
Underfull \hbox (badness 10000) in paragraph at lines 59387--59390
[]\T1/txtt/bx/n/10 explanation_algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New i
n version v2.21) optional; If set \T1/qtm/m/n/10 to

Underfull \hbox (badness 10000) in paragraph at lines 59392--59398
[]\T1/txtt/bx/n/10 max_explanations \T1/qtm/m/n/10 (\T1/txtt/m/n/10 (New in ver
sion v2.21) int optional; specifies the

Underfull \hbox (badness 10000) in paragraph at lines 59436--59438
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Resid-u-als chart data source. Check

Underfull \hbox (badness 10000) in paragraph at lines 59472--59474
[]\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U Roc Curve data source. Check
[614] [615] [616]
Underfull \hbox (badness 10000) in paragraph at lines 59798--59807
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[617]
Underfull \hbox (badness 10000) in paragraph at lines 59867--59872
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 59867--59872
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 59880--59883
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[618] [619] [620] [621] [622] [623]
Underfull \hbox (badness 10000) in paragraph at lines 60794--60796
[]\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/
10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on
[624]
Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
[]\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith
m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap-

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if
 the search

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith
m to use.

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and
 al-go-rithm:

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G
rid-Search-SearchType.SMART |

Underfull \hbox (badness 10000) in paragraph at lines 60857--60869
\T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S
earch-
[625] [626] [627] [628] [629] [630] [631] [632] [633] [634] [635] [636]
[637] [638] [639] [640] [641] [642] [643]
Underfull \hbox (badness 10000) in paragraph at lines 63424--63426
[]\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U
[644] [645] [646] [647] [648]
Chapter 29.
[649] [650]
Chapter 30.

Underfull \hbox (badness 10000) in paragraph at lines 63892--63896
[]\T1/qtm/m/n/10 datarobot-key \T1/txtt/m/n/10 str \T1/qtm/m/n/10 Cor-re-sponds
 the to the \T1/txtt/m/n/10 PredictionServer \T1/qtm/m/n/10 ^^Psnake_cased^^Q
[651] [652] [653] [654] [655] [656] [657] [658]
Overfull \vbox (0.61996pt too high) detected at line 64845
[659] [660] [661] [662] [663] [664] [665]
Underfull \hbox (badness 10000) in paragraph at lines 65586--65590
\T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy-
ment.

Underfull \hbox (badness 10000) in paragraph at lines 65586--65590
\T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting
s, see
[666] [667] [668] [669] [670] [671] [672] [673] [674] [675]
Underfull \hbox (badness 10000) in paragraph at lines 66918--66920
[]\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T
S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1
/txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt
/m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 66953--66955
\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr
olWithUsernameValidator\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 66953--66955
\T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/
10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc-
[676] [677] [678] [679] [680] [681] [682] [683] [684] [685] [686] [687]
[688] [689] [690] [691] [692] [693] [694]
Underfull \hbox (badness 10000) in paragraph at lines 69352--69356
[]\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm
/m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this

Underfull \hbox (badness 10000) in paragraph at lines 69352--69356
\T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t
arget_drift \T1/qtm/m/n/10 set-tings, see

Underfull \hbox (badness 10000) in paragraph at lines 69358--69362
[]\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt
m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this

Underfull \hbox (badness 10000) in paragraph at lines 69358--69362
\T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f
eature_drift \T1/qtm/m/n/10 set-tings, see

Underfull \hbox (badness 10000) in paragraph at lines 69382--69386
[]\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 )
 ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy-

Underfull \hbox (badness 10000) in paragraph at lines 69382--69386
\T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' 
set-tings, see
[695] [696] [697] [698]
Underfull \hbox (badness 10000) in paragraph at lines 69851--69853
[]\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list
[PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-
[699] [700] [701] [702]
Chapter 31.
[703] [704] [705] [706]
Chapter 32.
[707]
Underfull \hbox (badness 10000) in paragraph at lines 70690--70695
[]\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D
ev':6498.029,
[708] [709] [710] [711]
Underfull \hbox (badness 10000) in paragraph at lines 71232--71237
[]\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D
ev':6498.029,
[712] [713] [714]
Underfull \hbox (badness 5331) in paragraph at lines 71685--71687
[]\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n
/10 ) ^^U List of His-togram val-ues with a schema de-scribed as
[715] [716]
Underfull \hbox (badness 10000) in paragraph at lines 71926--71929
[]\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via:

Underfull \hbox (badness 10000) in paragraph at lines 71926--71929
\T1/txtt/m/n/10 pairwise_joint_probabilities.statistic_dataframes[(0,1)].loc[\T
S1/txtt/m/n/10 '\T1/txtt/m/n/10 A\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 ,
[717]
Underfull \hbox (badness 10000) in paragraph at lines 72074--72077
[]\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0|B=1) can be re-trieved via:

Underfull \hbox (badness 10000) in paragraph at lines 72074--72077
\T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)].

[718] [719] [720] [721] [722] [723] [724] [725]
Underfull \hbox (badness 5771) in paragraph at lines 73124--73128
\T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us
ed. Only al-

Underfull \hbox (badness 10000) in paragraph at lines 73130--73134
[]\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic-

Underfull \hbox (badness 10000) in paragraph at lines 73156--73159
\T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m
/n/10 datarobot.enums.
[726] [727] [728]
Underfull \hbox (badness 5771) in paragraph at lines 73405--73409
\T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us
ed. Only al-

Underfull \hbox (badness 10000) in paragraph at lines 73411--73415
[]\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in
t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of
 pre-dic-

Underfull \hbox (badness 10000) in paragraph at lines 73437--73440
\T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m
/n/10 datarobot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 73457--73459
[]\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list 
of possible settings, create a
[729]
Underfull \hbox (badness 10000) in paragraph at lines 73486--73488
[]\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1
/qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e-
ment is a

Underfull \hbox (badness 6641) in paragraph at lines 73494--73498
\T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.
helpers.feature_discovery.
[730]
Underfull \hbox (badness 10000) in paragraph at lines 73601--73603
[]\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat
asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a

Underfull \hbox (badness 6641) in paragraph at lines 73609--73613
\T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.
helpers.feature_discovery.
[731] [732] [733] [734] [735] [736]
Overfull \vbox (10.32994pt too high) detected at line 74507
[737]
Overfull \vbox (2.88174pt too high) detected at line 74589
[738] [739] [740] [741] [742]
Chapter 33.
[743] [744] [745] [746] [747] [748] [749] [750]
Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
[]\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx
tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe
r the

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th
e pub-

Underfull \hbox (badness 10000) in paragraph at lines 76020--76025
\T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS
_POLICY.NONE\T1/qtm/m/n/10 ,
[751] [752]
Chapter 34.
[753] [754] [755] [756] [757] [758] [759] [760] [761] [762] [763] [764]
[765] [766] [767] [768] [769] [770] [771] [772]
Chapter 35.
[773] [774]
Overfull \hbox (63.27374pt too wide) in paragraph at lines 78957--78960
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )
[775]
Overfull \hbox (69.97372pt too wide) in paragraph at lines 79107--79110
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )
[776] [777]
Overfull \hbox (69.97372pt too wide) in paragraph at lines 79331--79334
[]\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1
0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 )
[778]
Underfull \hbox (badness 10000) in paragraph at lines 79450--79453
[]\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U The ID of a

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
\T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic
 net-

Underfull \hbox (badness 10000) in paragraph at lines 79459--79463
\T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.
NONE\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 79509--79512
[]\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[
str]\T1/qtm/m/n/10 ) ^^U The ID of a

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
[]\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option
al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
\T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic
 net-

Underfull \hbox (badness 10000) in paragraph at lines 79518--79522
\T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.
NONE\T1/qtm/m/n/10 ,
[779] [780]
Underfull \hbox (badness 10000) in paragraph at lines 79738--79740
[]\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 ,
[781] [782]
Chapter 36.
[783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794]
[795] [796] [797]
Underfull \hbox (badness 6592) in paragraph at lines 81777--81779
[]\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-
[798]
Underfull \hbox (badness 10000) in paragraph at lines 81895--81897
[]\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m
/n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 ,
[799] [800] [801] [802]
Chapter 37.
[803]
Underfull \hbox (badness 10000) in paragraph at lines 82446--82448
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo
[804]
Underfull \hbox (badness 10000) in paragraph at lines 82531--82533
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo
[805] [806] [807] [808] [809]
Underfull \hbox (badness 10000) in paragraph at lines 83312--83314
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo

Underfull \hbox (badness 10000) in paragraph at lines 83390--83392
[]\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/
n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional 
con-fig-u-ra-tion for NeMo
[810] [811] [812]
Chapter 38.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R
ocCurve >>> RocCurve.compute(

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 ") <datarobot.models.status_check_job.StatusCheckJob object at

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 0x7fc0b313cc40> >>> RocCurve.get("67643b2d87bb4954d7917323", da
ta_slice_id=

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 "6764389b4bdd48581485a58b") <datarobot.insights.roc_curve.RocCu
rve object at

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 0x7fc0a7549d20> >>> RocCurve.list("67643b2d87bb4954d7917323") [
<datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 insights.roc_curve.RocCurve object at 0x7fc0a7549f60>, ...] >>>
 RocCurve.

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/
10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375,

Underfull \hbox (badness 10000) in paragraph at lines 83532--83544
\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0
.0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1
/txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t
xtt/m/n/10 '\T1/txtt/m/n/10 : 863,
[813] [814]
Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L
iftChart >>> LiftChart.compute(

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b")

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 <datarobot.models.status_check_job.StatusCheckJob object at 0x7
fa7f5ba20b0>

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [<datarobot.insi
ghts.

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 lift_chart.LiftChart object at 0x7fe242eeaa10>, ... ] >>> LiftC
hart.get(

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485
a58b").bins

Underfull \hbox (badness 10000) in paragraph at lines 83931--83941
\T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1
/txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10
 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_
weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ]
[815] [816] [817]
Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
[]\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R
esiduals >>> Residuals.list(

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [<datarobot.insights.residuals.Resi
duals

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305ae0>] >>> Residuals.compute("672e32de69b0b
676ced54d9c

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") <datarobot.models.


Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 status_check_job.StatusCheckJob object at 0x7fbcf4054b80> >>> R
esiduals.

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [<datarobot.insights.residuals
.Residuals

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305870>, <datarobot.insights.residuals.Residu
als

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 object at 0x7fbce8305690>] >>> Residuals.get("672e32de69b0b676c
ed54d9c

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") <datarobot.insight
s.

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 residuals.Residuals object at 0x7fbce83057b0> >>> Residuals.get
(

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe
ff97").

Underfull \hbox (badness 10000) in paragraph at lines 84276--84291
\T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS
1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt
t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32.
[818] [819] [820] [821] [822] [823] [824] [825] [826] [827] [828] [829]
[830] [831]
Underfull \hbox (badness 10000) in paragraph at lines 86371--86373
[]\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^
^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums.
[832] [833] [834] [835]
Underfull \hbox (badness 10000) in paragraph at lines 87051--87053
[]\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P
ositive
[836] [837] [838] [839] [840]
Overfull \vbox (2.69994pt too high) detected at line 87579
[841] [842]
Underfull \hbox (badness 10000) in paragraph at lines 87701--87704
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 87701--87704
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions

Underfull \hbox (badness 10000) in paragraph at lines 87735--87737
\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data
robot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 87742--87744
\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 
datarobot.enums.
[843] [844] [845]
Underfull \hbox (badness 10000) in paragraph at lines 88032--88035
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 88032--88035
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions
[846] [847]
Underfull \hbox (badness 10000) in paragraph at lines 88366--88369
[]\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n
/10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat
arobot.enums.

Underfull \hbox (badness 6592) in paragraph at lines 88366--88369
\T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se
nts avail-able time res-o-lu-tions

Underfull \hbox (badness 10000) in paragraph at lines 88400--88402
\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data
robot.enums.

Underfull \hbox (badness 10000) in paragraph at lines 88407--88409
\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 
datarobot.enums.
[848] [849] [850] [851] [852] [853]
Underfull \hbox (badness 10000) in paragraph at lines 89166--89169
[]\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA
TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met-

Underfull \hbox (badness 5563) in paragraph at lines 89166--89169
\T1/qtm/m/n/10 ric to get pair-wise data for. Since `v2.19' this is op-tional a
nd de-faults to

Underfull \hbox (badness 10000) in paragraph at lines 89171--89174
[]\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU
RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of

Underfull \hbox (badness 10000) in paragraph at lines 89171--89174
\T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d
e-faults to
[854] [855] [856] [857] [858] [859] [860] [861] [862]
Underfull \hbox (badness 10000) in paragraph at lines 90288--90291
[]\T1/qtm/m/n/10 Com-pute a Pre-dic-tion-Ex-pla-na-tion-sIni-tial-iza-tion for 
the model via \T1/txtt/m/n/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 90293--90296
[]\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/
m/n/10 datarobot.Model.

Underfull \hbox (badness 6708) in paragraph at lines 90366--90372
\T1/qtm/m/n/10 Cre-ate pre-dic-tion ex-pla-na-tions for the the dataset used to
 train the model. This can be

Underfull \hbox (badness 6927) in paragraph at lines 90366--90372
\T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis
t_id\T1/qtm/m/n/10 . For OTV and time-series projects,
[863]
Underfull \hbox (badness 10000) in paragraph at lines 90382--90385
[]\T1/qtm/m/n/10 Com-pute a Pre-dic-tion-Ex-pla-na-tion-sIni-tial-iza-tion for 
the model via \T1/txtt/m/n/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 90387--90390
[]\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/
m/n/10 datarobot.Model.
[864] [865] [866] [867] [868] [869] [870] [871] [872] [873] [874]
Chapter 39.
[875] [876] [877] [878] [879] [880] [881] [882]
Chapter 40.
[883] [884] [885] [886]
Chapter 41.
[887] [888]
Chapter 42.
[889] [890] [891] [892] [893] [894] [895] [896] [897] [898]
Overfull \vbox (1.64996pt too high) detected at line 95006
[899] [900] [901] [902] [903] [904]
Chapter 43.
[905]
Underfull \hbox (badness 10000) in paragraph at lines 95878--95880
[]\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt
m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the
[906] [907] [908] [909] [910] [911]
Underfull \hbox (badness 10000) in paragraph at lines 96512--96518
\T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d
e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10
 .

Underfull \hbox (badness 10000) in paragraph at lines 96512--96518
\T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti
tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 96596--96603
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 96596--96603
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 96596--96603
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll
[912]
Underfull \hbox (badness 10000) in paragraph at lines 96605--96609
[]\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable
[913] [914]
Underfull \hbox (badness 7888) in paragraph at lines 96835--96842
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 .
 \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep
rints

Underfull \hbox (badness 10000) in paragraph at lines 96835--96842
\T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified,


Underfull \hbox (badness 10000) in paragraph at lines 96858--96864
\T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d
e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10
 .

Underfull \hbox (badness 10000) in paragraph at lines 96858--96864
\T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti
tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project.
[915] [916]
Underfull \hbox (badness 10000) in paragraph at lines 97060--97066
\T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d
e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10
 .

Underfull \hbox (badness 10000) in paragraph at lines 97060--97066
\T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti
tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 97106--97108
[]\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/
m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 ,
[917] [918]
Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
[]\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo
l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 
) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re-

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns 
fewer at-tributes

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and
 could be re-

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr
easing_featurelist_id\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/
n/10 supports_composable_ml \T1/qtm/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t
ributes are ab-sent and

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt
/m/n/10 has_empty_clusters\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 97323--97331
\T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m
/n/10 prediction_threshold \T1/qtm/m/n/10 and
[919] [920] [921] [922]
Underfull \hbox (badness 10000) in paragraph at lines 97681--97683
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a
 list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets

Underfull \hbox (badness 7649) in paragraph at lines 97720--97723
[]\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore
cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n
/10 and
[923]
Underfull \hbox (badness 10000) in paragraph at lines 97775--97777
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a
 list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets
[924]
Underfull \hbox (badness 10000) in paragraph at lines 97840--97846
[]\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent
ialsDataDict | S3CredentialsDataDict |
[925] [926]
Overfull \hbox (0.89392pt too wide) in paragraph at lines 98124--98128
[]\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden
tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 ,
[927] [928] [929] [930] [931] [932] [933] [934] [935]
Underfull \hbox (badness 10000) in paragraph at lines 99214--99223
[]\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T
1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt
t/m/n/10 crossValidation
[936]
Underfull \hbox (badness 10000) in paragraph at lines 99313--99318
[]\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string
 such as those re-turned by the

Underfull \hbox (badness 8075) in paragraph at lines 99313--99318
[][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm
/m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time

Underfull \hbox (badness 7133) in paragraph at lines 99330--99333
\T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/
n/10 training_duration \T1/qtm/m/n/10 nor
[937] [938]
Underfull \hbox (badness 10000) in paragraph at lines 99532--99537
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with
[939]
Underfull \hbox (badness 10000) in paragraph at lines 99710--99715
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with

Underfull \hbox (badness 5345) in paragraph at lines 99710--99715
\T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a
re cur-rently
[940]
Underfull \hbox (badness 10000) in paragraph at lines 99755--99760
\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt
m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with
[941] [942] [943]
Underfull \hbox (badness 10000) in paragraph at lines 100149--100155
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met-

Underfull \hbox (badness 10000) in paragraph at lines 100149--100155
\T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/
m/n/10 proportionalParity\T1/qtm/m/n/10 ,
[944]
Underfull \hbox (badness 10000) in paragraph at lines 100168--100175
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 100168--100175
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 100168--100175
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll

Underfull \hbox (badness 10000) in paragraph at lines 100177--100181
[]\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable

Overfull \hbox (3.89389pt too wide) in paragraph at lines 100212--100216
[]\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_
selection
[945]
Underfull \hbox (badness 10000) in paragraph at lines 100334--100337
[]\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio
ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in-
stance of

Underfull \hbox (badness 10000) in paragraph at lines 100334--100337
\T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q
tm/m/n/10 that will
[946] [947] [948]
Underfull \hbox (badness 10000) in paragraph at lines 100628--100630
[]\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va
riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums.
[949] [950] [951]
Underfull \hbox (badness 10000) in paragraph at lines 101129--101136
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 101129--101136
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 7944) in paragraph at lines 101129--101136
\T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' 
The tech-nique by which we'll
[952] [953]
Underfull \hbox (badness 10000) in paragraph at lines 101337--101343
[]\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to [
][]\T1/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 101348--101353
\T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 D
atetimePartitioningSpecification[][]\T1/qtm/m/n/10 ) ^^U
[954] [955]
Underfull \hbox (badness 6364) in paragraph at lines 101552--101555
[]\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt
/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion
[956]
Underfull \hbox (badness 10000) in paragraph at lines 101623--101629
[]\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona
l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met-

Underfull \hbox (badness 10000) in paragraph at lines 101623--101629
\T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/
m/n/10 proportionalParity\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 101642--101649
[]\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op
tional[str]\T1/qtm/m/n/10 ) ^^U One of

Underfull \hbox (badness 10000) in paragraph at lines 101642--101649
\T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces
s-in-gReweigh-ing' -

Underfull \hbox (badness 6741) in paragraph at lines 101657--101659
[]\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 (
\T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned

Underfull \hbox (badness 6741) in paragraph at lines 101661--101663
[]\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 (
\T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned
[957]
Underfull \hbox (badness 10000) in paragraph at lines 101706--101710
[]\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_
selection
[958] [959]
Underfull \hbox (badness 10000) in paragraph at lines 102090--102093
[]\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to [][]\T1
/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 102100--102103
[]\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m
/n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho
ldout_start_date\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 102111--102114
[]\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums.

Underfull \hbox (badness 7133) in paragraph at lines 102111--102114
\T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe
r mod-els cre-ated by the
[960] [961]
Underfull \hbox (badness 6927) in paragraph at lines 102228--102231
[]\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m
/n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o
p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a
[962]
Underfull \hbox (badness 10000) in paragraph at lines 102402--102407
[]\T1/qtm/m/n/10 Op-tion 2 (New in ver-sion v2.20): Use \T1/txtt/m/n/10 index\T
1/qtm/m/n/10 , \T1/txtt/m/n/10 primary_training_start_date\T1/qtm/m/n/10 ,
[963] [964]
Underfull \hbox (badness 10000) in paragraph at lines 102544--102546
[]\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/
10 ) ^^U Time step unit, valid op-tions are val-ues from

Underfull \hbox (badness 10000) in paragraph at lines 102623--102626
[]\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n
/10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums.

Underfull \hbox (badness 7133) in paragraph at lines 102623--102626
\T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe
r mod-els cre-ated by the
[965] [966]
Underfull \hbox (badness 6927) in paragraph at lines 102796--102799
[]\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m
/n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o
p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a
[967] [968] [969] [970] [971]
Underfull \hbox (badness 10000) in paragraph at lines 103443--103446
[]\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to [][]\T1
/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the

Underfull \hbox (badness 10000) in paragraph at lines 103443--103446
\T1/txtt/m/n/10 partitioning_method \T1/qtm/m/n/10 pa-ram-e-ter. To see the ful
l par-ti-tion-ing use [][]\T1/txtt/m/sl/10 DatetimePartitioning.
[972] [973]
Underfull \hbox (badness 5741) in paragraph at lines 103662--103670
\T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/
txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for
[974] [975] [976] [977] [978] [979] [980] [981] [982]
Underfull \hbox (badness 10000) in paragraph at lines 104911--104913
[]\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1
0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and
[983] [984] [985] [986] [987] [988] [989] [990]
Chapter 44.
[991]
Underfull \vbox (badness 10000) detected at line 105831
[992]
Underfull \hbox (badness 10000) in paragraph at lines 105912--105916
[]\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 list[][]\
T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.21) Will

Underfull \hbox (badness 10000) in paragraph at lines 105912--105916
\T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/
10 was set to
[993] [994] [995] [996]
Chapter 45.
[997] [998]
Underfull \hbox (badness 7099) in paragraph at lines 106606--106609
[]\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc
eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10
 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 ,
[999]
Underfull \hbox (badness 7099) in paragraph at lines 106648--106651
[]\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc
eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10
 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 ,
[1000] [1001] [1002] [1003] [1004]
Chapter 46.
[1005]
Underfull \hbox (badness 10000) in paragraph at lines 107234--107237
[]\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A
PI with fsspec im-ple-men-ta-tion
[1006]
Underfull \hbox (badness 6978) in paragraph at lines 107302--107304
\T1/txtt/m/n/10 LLMBlueprint <datarobot.models.genai.LLMBlueprint \T1/qtm/m/n/1
0 llm_setting pa-ram-e-ter now

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
[]\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in
-clud-ing the new \T1/txtt/m/n/10 CredentialTypes.

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
\T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a
tion helper :meth:\T1/txtt/m/n/10 Credential.

Underfull \hbox (badness 10000) in paragraph at lines 107316--107319
\T1/txtt/m/n/10 create_external_oauth_provider<datarobot.models.credential.Cred
ential.
[1007]
Underfull \hbox (badness 10000) in paragraph at lines 107435--107437
[]\T1/qtm/m/n/10 Up-dated [][]\T1/txtt/m/sl/10 MetricInsights.list[][] \T1/qtm/
m/n/10 to add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types
_only\T1/qtm/m/n/10 ,

Underfull \hbox (badness 7081) in paragraph at lines 107451--107453
[]\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op-
tional in [][]\T1/txtt/m/sl/10 PromptTemplateVersion.create[][] \T1/qtm/m/n/10 
and [][]\T1/txtt/m/sl/10 PromptTemplate.
[1008]
Underfull \hbox (badness 10000) in paragraph at lines 107505--107507
[]\T1/qtm/m/n/10 Added op-tional \T1/txtt/m/n/10 trace_id \T1/qtm/m/n/10 and \T
1/txtt/m/n/10 span_id \T1/qtm/m/n/10 to \T1/txtt/m/n/10 OtelLogEntry <datarobot
.models.otel.logs.

Underfull \hbox (badness 10000) in paragraph at lines 107539--107541
[]\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods [][]
\T1/txtt/m/sl/10 Recipe.from_dataset[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/1
0 Recipe.

Underfull \hbox (badness 10000) in paragraph at lines 107543--107545
[]\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla
sses [][]\T1/txtt/m/sl/10 RecipeDatasetInput[][] \T1/qtm/m/n/10 and
[1009]
Underfull \hbox (badness 8038) in paragraph at lines 107635--107637
[]\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to
 ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10
 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and
[1010]
Underfull \hbox (badness 10000) in paragraph at lines 107671--107673
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \
T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n
/10 to
[1011]
Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_
default_prediction_server_id\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t
xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n
/10 vector_database_replicas\T1/qtm/m/n/10 , and

Underfull \hbox (badness 10000) in paragraph at lines 107770--107772
\T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to [][]\T1
/txtt/m/sl/10 LLMBlueprint.register_custom_model[][] \T1/qtm/m/n/10 to al-low
[1012]
Overfull \hbox (1.74904pt too wide) in paragraph at lines 107917--107919
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_
id \T1/qtm/m/n/10 in [][]\T1/txtt/m/sl/10 Model.start_incremental_learning_from
_sample[][]

Underfull \hbox (badness 10000) in paragraph at lines 107966--107968
[]\T1/qtm/m/n/10 Ex-tended [][]\T1/txtt/m/sl/10 VectorDatabase.create[][] \T1/q
tm/m/n/10 to sup-port an ad-di-tional meta-data dataset via in-put params
[1013]
Underfull \hbox (badness 10000) in paragraph at lines 108003--108005
[]\T1/qtm/m/n/10 Fixed [][]\T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.c
reate[][] \T1/qtm/m/n/10 by us-ing the right pay-load for

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
[]\T1/txtt/m/n/10 Deployment.create_from_learning_model <datarobot.models.deplo
yment.Deployment.

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/txtt/m/n/10 RegisteredModelVersion.create_for_leaderboard_item <datarobot.m
odels.model_registry.

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/txtt/m/n/10 registered_model_version.RegisteredModelVersion.create_for_lead
erboard_item>\T1/qtm/m/n/10 , then

Underfull \hbox (badness 10000) in paragraph at lines 108024--108026
\T1/qtm/m/n/10 cre-ate a de-ploy-ment with \T1/txtt/m/n/10 Deployment.create_fr
om_registered_model_version <datarobot.
[1014]
Underfull \hbox (badness 10000) in paragraph at lines 108178--108180
[]\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/
m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and
[1015]
Underfull \hbox (badness 10000) in paragraph at lines 108226--108228
[]\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta
r-get to in-clude pa-ram-e-ter: `fea-

Underfull \hbox (badness 10000) in paragraph at lines 108238--108241
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt
m/m/n/10 as the base class for

Underfull \hbox (badness 8151) in paragraph at lines 108238--108241
[][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and
 \T1/txtt/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast,

Underfull \hbox (badness 10000) in paragraph at lines 108243--108245
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1
/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][] \T1/qtm
/m/n/10 and
[1016]
Underfull \hbox (badness 10000) in paragraph at lines 108313--108315
[]\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu
stomModelLLMValidation.list\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 108326--108328
[]\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][
] \T1/qtm/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1
/qtm/m/n/10 and
[1017] [1018] [1019]
Underfull \hbox (badness 10000) in paragraph at lines 108692--108696
[]\T1/qtm/m/n/10 Add new at-tributes to [][]\T1/txtt/m/sl/10 VectorDatabase[][]
\T1/qtm/m/n/10 : \T1/txtt/m/n/10 parent_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 fami
ly_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 metadata_columns\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 108692--108696
\T1/txtt/m/n/10 added_dataset_ids\T1/qtm/m/n/10 , \T1/txtt/m/n/10 added_dataset
_names\T1/qtm/m/n/10 , and\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 version\TS1/qtm/m/n/1
0 `\T1/qtm/m/n/10 . [][]\T1/txtt/m/sl/10 VectorDatabase.

Underfull \hbox (badness 5578) in paragraph at lines 108692--108696
\T1/txtt/m/sl/10 get_supported_retrieval_settings[][] \T1/qtm/m/n/10 to re-trie
ve sup-ported re-trieval set-tings. [][]\T1/txtt/m/sl/10 VectorDatabase.

Underfull \hbox (badness 10000) in paragraph at lines 108741--108743
[]\T1/qtm/m/n/10 Up-dated the schema for [][]\T1/txtt/m/sl/10 EvaluationDataset
MetricAggregation[][] \T1/qtm/m/n/10 to in-clude the new at-tributes
[1020]
Underfull \hbox (badness 10000) in paragraph at lines 108819--108821
[]\T1/qtm/m/n/10 Added the pa-ram-e-ter \T1/txtt/m/n/10 base_path \T1/qtm/m/n/1
0 to [][]\T1/txtt/m/sl/10 get_encoded_file_contents_from_paths[][] \T1/qtm/m/n/
10 and

Underfull \hbox (badness 10000) in paragraph at lines 108828--108835
[]\T1/qtm/m/n/10 Fixed field in [][]\T1/txtt/m/sl/10 CustomTaskVersion[][] \T1/
qtm/m/n/10 for con-trol-ling net-work poli-cies. This is changed from

Underfull \hbox (badness 10000) in paragraph at lines 108855--108857
[]\T1/qtm/m/n/10 Dep-re-cated [][]\T1/txtt/m/sl/10 Model.request_fairness_insig
hts[][]\T1/qtm/m/n/10 . Please use [][]\T1/txtt/m/sl/10 Model.
[1021]
Underfull \hbox (badness 10000) in paragraph at lines 108875--108877
[]\T1/qtm/m/n/10 Re-named \T1/txtt/m/n/10 datarobot.enums.CustomTaskOutgoingNet
workPolicy \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 datarobot.enums.

Overfull \hbox (27.38004pt too wide) in paragraph at lines 108937--108939
[]\T1/qtm/m/n/10 Up-dated the de-scrip-tion for the pa-ram-e-ter: `num-ber_of_i
ncremental_learning_iterations_before_best_model_selection'

Underfull \hbox (badness 10000) in paragraph at lines 108954--108964
\T1/qtm/m/n/10 -\T1/txtt/m/n/10 DatasetInfo \T1/qtm/m/n/10 -\T1/txtt/m/n/10 Dyn
amicDatasetProps \T1/qtm/m/n/10 -\T1/txtt/m/n/10 RowsChunkDefinition \T1/qtm/m/
n/10 -\T1/txtt/m/n/10 FeaturesChunkDefinition \T1/qtm/m/n/10 -

Overfull \hbox (74.87483pt too wide) in paragraph at lines 108966--108968
[]\T1/qtm/m/n/10 Added new method \T1/txtt/m/n/10 update \T1/qtm/m/n/10 to {cla
ss}\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 ChunkDefinition <datarobot._experimental.mod
els.chunking_service_v2.ChunkDefinition> 

Underfull \hbox (badness 10000) in paragraph at lines 108974--108977
[]\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template
.user_flow_template
[1022]
Underfull \hbox (badness 10000) in paragraph at lines 109013--109017
[]\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl
ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem-

Underfull \hbox (badness 10000) in paragraph at lines 109013--109017
\T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] 
\T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate.

Underfull \hbox (badness 10000) in paragraph at lines 109035--109039
[][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.get[][] \T1/qtm/m/n/10 to get 
a hosted cus-tom met-ric blueprint.

Underfull \hbox (badness 10000) in paragraph at lines 109035--109039
[][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.create[][] \T1/qtm/m/n/10 to c
re-ate a hosted cus-tom met-ric blueprint.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 EvaluationDatasetConfigurati
on <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 genai.evaluation_dataset_configuration.EvaluationDatasetConfigu
ration> \T1/qtm/m/n/10 for con-fig-u-ra-

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset
Configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 get> \T1/qtm/m/n/10 to get an eval-u-a-tion dataset con-fig-u-r
a-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 list <datarobot._experimental.models.genai.evaluation_dataset_c
onfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.list> \T1/qtm/m/n/10 to list the
 eval-u-a-tion dataset con-fig-u-ra-tions for

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/qtm/m/n/10 a Use Case. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.creat
e <datarobot._experimental.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset
Configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate an eval-u-a-tion dataset con-
fig-u-ra-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 update <datarobot._experimental.models.genai.evaluation_dataset
_configuration.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.update> \T1/qtm/m/n/10 to up-dat
e an eval-u-a-tion dataset con-fig-u-ra-tion.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 EvaluationDatasetConfiguration.delete <datarobot._experimental.
models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109060--109067
\T1/txtt/m/n/10 evaluation_dataset_configuration.EvaluationDatasetConfiguration
.delete> \T1/qtm/m/n/10 to delete an
[1023]
Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe
tricAggregation>

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/qtm/m/n/10 for met-ric ag-gre-ga-tion re-sults. \T1/txtt/m/n/10 EvaluationD
atasetMetricAggregation.list

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric
_aggregation.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.list> \T1/qtm/m/n/10 to get 
the met-ric ag-gre-ga-tion re-sults.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.create <datarobot._experimen
tal.models.

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe
tricAggregation.

Underfull \hbox (badness 5345) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate the met-ric ag-gre-ga-tion jo
b. \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.delete

Underfull \hbox (badness 10000) in paragraph at lines 109069--109074
\T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric
_aggregation.

Underfull \hbox (badness 10000) in paragraph at lines 109076--109079
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset <
datarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SidecarModelMetricValidation
 <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/txtt/m/n/10 genai.sidecar_model_metric.SidecarModelMetricValidation> \T1/qt
m/m/n/10 for side-car model met-ric val-i-

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.create <d
atarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/txtt/m/n/10 sidecar_model_metric.SidecarModelMetricValidation.create> \T1/q
tm/m/n/10 to cre-ate a side-car model

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 met-ric val-i-da-tion. \T1/txtt/m/n/10 SidecarModelMetricValidat
ion.list <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 val-i-da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.get
 <datarobot._experimental.models.genai.

Underfull \hbox (badness 5050) in paragraph at lines 109081--109089
\T1/qtm/m/n/10 tion. \T1/txtt/m/n/10 SidecarModelMetricValidation.revalidate <d
atarobot._experimental.models.genai.
[1024]
Underfull \hbox (badness 10000) in paragraph at lines 109178--109180
[]\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/txtt/m/n/10 dr[]connector[]v1 \
T1/qtm/m/n/10 to \T1/txtt/m/n/10 DataStore <datarobot.models.DataStore> \T1/qtm
/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 109186--109188
[]\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 entity_type \T1/qtm/m
/n/10 to the \T1/txtt/m/n/10 compute \T1/qtm/m/n/10 and \T1/txtt/m/n/10 create 
\T1/qtm/m/n/10 meth-ods of the classes
[1025]
Underfull \hbox (badness 10000) in paragraph at lines 109276--109280
[]\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta
r-get to in-clude new pa-ram-e-ter:
[1026]
Underfull \hbox (badness 10000) in paragraph at lines 109356--109358
[][][]\T1/txtt/m/sl/10 RuntimeParameterValue[][] \T1/qtm/m/n/10 to de-fine run-
time pa-ram-e-ter over-ride value, to be as-signed to
[1027]
Underfull \hbox (badness 10000) in paragraph at lines 109433--109436
[]\T1/qtm/m/n/10 Added new pa-ram-e-ter \T1/txtt/m/n/10 prediction_threshold \T
1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 BatchPredictionJob.

Underfull \hbox (badness 7344) in paragraph at lines 109433--109436
\T1/txtt/m/sl/10 score_with_leaderboard_model[][] \T1/qtm/m/n/10 and [][]\T1/tx
tt/m/sl/10 BatchPredictionJob.score[][] \T1/qtm/m/n/10 that au-to-mat-i-cally a
s-signs the

Underfull \hbox (badness 10000) in paragraph at lines 109494--109496
[]\T1/qtm/m/n/10 Added new enum value to \T1/txtt/m/n/10 datarobot.enums.TARGET
_TYPE \T1/qtm/m/n/10 and \T1/txtt/m/n/10 datarobot.enums.
[1028]
Underfull \hbox (badness 10000) in paragraph at lines 109571--109573
[]\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 base_environment_vers
ion_id \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelVersion.

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 PromptTrace <datarobot._expe
rimental.models.genai.prompt_trace.

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
\T1/txtt/m/n/10 list <datarobot._experimental.models.genai.prompt_trace.PromptT
race.list> \T1/qtm/m/n/10 to list

Underfull \hbox (badness 10000) in paragraph at lines 109575--109579
\T1/txtt/m/n/10 _experimental.models.genai.prompt_trace.PromptTrace.export_to_a
i_catalog> \T1/qtm/m/n/10 to ex-port

Underfull \hbox (badness 10000) in paragraph at lines 109581--109584
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 InsightsConfiguration <datar
obot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109586--109590
\T1/txtt/m/n/10 models.genai.insights_configuration.Insights.get> \T1/qtm/m/n/1
0 to get the cur-rent in-sights con-fig-

Underfull \hbox (badness 10000) in paragraph at lines 109586--109590
\T1/qtm/m/n/10 u-ra-tion for a play-ground. \T1/txtt/m/n/10 Insights.create <da
tarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/txtt/m/n/10 models.genai.cost_metric_configurations.CostMetricConfiguration
.get> \T1/qtm/m/n/10 to get the cost

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 met-ric con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfigurati
on.create <datarobot._experimental.models.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.updat
e <datarobot._experimental.models.genai.

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/txtt/m/n/10 cost_metric_configurations.CostMetricConfiguration.update> \T1/
qtm/m/n/10 to up-date the cost met-ric

Underfull \hbox (badness 10000) in paragraph at lines 109592--109598
\T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.delet
e <datarobot._experimental.models.genai.
[1029]
Underfull \hbox (badness 10000) in paragraph at lines 109600--109602
[]\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 LLMCostConfiguration <dataro
bot._experimental.models.genai.
[1030]
Underfull \hbox (badness 10000) in paragraph at lines 109758--109760
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 custom_model_embedding_validations \T1/q
tm/m/n/10 to \T1/txtt/m/n/10 SupportedEmbeddings <datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 109762--109764
[]\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 embedding_validation_id \T1/qtm/m/n/10 a
nd \T1/txtt/m/n/10 is_separator_regex \T1/qtm/m/n/10 to \T1/txtt/m/n/10 VectorD
atabase <datarobot.
[1031]
Underfull \hbox (badness 10000) in paragraph at lines 109796--109798
[]\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter, \T1/txtt/m/n/10 feedback_result\
T1/qtm/m/n/10 , to \T1/txtt/m/n/10 ComparisonPrompt.update <datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 109796--109798
\T1/txtt/m/n/10 _experimental.models.genai.comparison_prompt.ComparisonPrompt.u
pdate>\T1/qtm/m/n/10 , to up-date a

Underfull \hbox (badness 10000) in paragraph at lines 109864--109866
[]\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q
tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t
xtt/m/n/10 Notebook.
[1032]
Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/txtt/m/sl/10 create_for_external[][] \T1/qtm/m/n/10 to cre-ate a new reg-is
-tered model ver-sion from an ex-ter-nal model.

Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
[][]\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments[][] \T1
/qtm/m/n/10 to list de-ploy-ments as-so-ci-ated with

Underfull \hbox (badness 7362) in paragraph at lines 109951--109957
\T1/qtm/m/n/10 a reg-is-tered model ver-sion. [][]\T1/txtt/m/sl/10 RegisteredMo
delVersion.create_for_leaderboard_item[][] \T1/qtm/m/n/10 to cre-

Underfull \hbox (badness 10000) in paragraph at lines 109951--109957
\T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model.
 [][]\T1/txtt/m/sl/10 RegisteredModelVersion.

Underfull \hbox (badness 10000) in paragraph at lines 109994--109996
[]\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_v
s_actuals_over_time <datarobot.models.
[1033]
Underfull \hbox (badness 10000) in paragraph at lines 110029--110031
\T1/qtm/m/n/10 All in-ter-ac-tions with \T1/txtt/m/n/10 Project.advanced_option
s \T1/qtm/m/n/10 should be ex-pected to be through the
[1034]
Underfull \hbox (badness 10000) in paragraph at lines 110134--110140
\T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor
ingJob.cancel[][] [][]BatchMonitoringJob.
[1035]
Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/qtm/m/n/10 and run_once [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.l
ist[][] [][]BatchMonitoringJobDefinition.

Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
\T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM
onitoringJobDefinition.update[][]

Underfull \hbox (badness 10000) in paragraph at lines 110200--110209
[][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin
gJobDefinition.run_on_schedule[][]

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 create_from_url[][] [][]Dataset.create_from_data_source[][] []
[]Dataset.create_from_query_generator[][]

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
[][]\T1/txtt/m/sl/10 Dataset.create_project[][] [][]Project.create[][] [][]Proj
ect.create_from_data_source[][] [][]Project.

Underfull \hbox (badness 10000) in paragraph at lines 110222--110235
\T1/txtt/m/sl/10 create_from_dataset[][] [][]Project.create_segmented_project_f
rom_clustering_model[][] [][]Project.

Underfull \hbox (badness 10000) in paragraph at lines 110263--110265
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via \T1/txtt/m/n/10 Client
(...)\T1/qtm/m/n/10 , then in-voke \T1/txtt/m/n/10 Client(...,

Underfull \hbox (badness 10000) in paragraph at lines 110267--110269
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via dr.config.yaml, then a
dd the prop-erty

Underfull \hbox (badness 10000) in paragraph at lines 110271--110273
[]\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the
 env var

Underfull \hbox (badness 10000) in paragraph at lines 110280--110282
[]\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_o
ver_time <datarobot.models.Deployment.
[1036]
Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
\T1/txtt/m/sl/10 request_feature_effect[][] [][]Model.get_or_request_feature_ef
fect[][] [][]Model.get_lift_chart[][]

Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
[][]\T1/txtt/m/sl/10 Model.get_all_lift_charts[][] [][]Model.get_residuals_char
t[][] [][]Model.get_all_residuals_charts[][]

Underfull \hbox (badness 10000) in paragraph at lines 110322--110337
[][]\T1/txtt/m/sl/10 Model.request_lift_chart[][] [][]Model.request_residuals_c
hart[][] [][]Model.get_roc_curve[][] [][]Model.

Underfull \hbox (badness 10000) in paragraph at lines 110367--110369
[]\T1/qtm/m/n/10 Added new method for re-triev-ing all avail-able fea-ture im-p
acts for the model [][]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 110391--110393
\T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/
10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations.
[1037]
Underfull \hbox (badness 10000) in paragraph at lines 110519--110522
[]\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee
n re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel.

Underfull \hbox (badness 10000) in paragraph at lines 110529--110532
[]\T1/txtt/m/n/10 DatetimeModel.request_feature_fit \T1/qtm/m/n/10 has been re-
moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel.

Underfull \hbox (badness 10000) in paragraph at lines 110544--110547
[]\T1/txtt/m/n/10 Model.get_or_request_feature_fit \T1/qtm/m/n/10 has been re-m
oved. Use [][]\T1/txtt/m/sl/10 Model.
[1038]
Underfull \hbox (badness 10000) in paragraph at lines 110549--110552
[]\T1/txtt/m/n/10 DatetimeModel.get_or_request_feature_fit \T1/qtm/m/n/10 has b
een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel.

Underfull \hbox (badness 10000) in paragraph at lines 110559--110562
[]\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing [][]\T1
/txtt/m/sl/10 SharingAccess[][] \T1/qtm/m/n/10 in-for-ma-tion. - \T1/txtt/m/n/1
0 DataStore.
[1039]
Underfull \hbox (badness 10000) in paragraph at lines 110701--110705
[]\T1/qtm/m/n/10 Added new meth-ods [][]\T1/txtt/m/sl/10 BatchPredictionJob.app
ly_time_series_data_prep_and_score[][] \T1/qtm/m/n/10 and

Underfull \hbox (badness 7221) in paragraph at lines 110701--110705
[][]\T1/txtt/m/sl/10 BatchPredictionJob.apply_time_series_data_prep_and_score_t
o_file[][] \T1/qtm/m/n/10 that ap-ply time se-ries

Underfull \hbox (badness 10000) in paragraph at lines 110707--110712
[]\T1/qtm/m/n/10 Added new meth-ods [][]\T1/txtt/m/sl/10 DataEngineQueryGenerat
or.prepare_prediction_dataset[][] \T1/qtm/m/n/10 and

Underfull \hbox (badness 7308) in paragraph at lines 110707--110712
[][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c
atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries

Underfull \hbox (badness 10000) in paragraph at lines 110738--110742
[]\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class
: \T1/txtt/m/n/10 ImageAugmentationList.list\T1/qtm/m/n/10 ,
[1040]
Underfull \hbox (badness 10000) in paragraph at lines 110809--110811
[]\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that set-ting \T1/tx
tt/m/n/10 use_backtest_start_end_format \T1/qtm/m/n/10 of
[1041] [1042]
Underfull \hbox (badness 10000) in paragraph at lines 111078--111081
[]\T1/qtm/m/n/10 Added sup-port for cre-at-ing mono-tonic fea-ture lists for ti
me se-ries projects. Set

Underfull \hbox (badness 10000) in paragraph at lines 111083--111085
[]\T1/qtm/m/n/10 Added in-for-ma-tion about ver-tex to ad-vanced tun-ing pa-ram
-e-ters [][]\T1/txtt/m/sl/10 datarobot.models.Model.
[1043]
Underfull \hbox (badness 10000) in paragraph at lines 111166--111168
[][][]\T1/txtt/m/sl/10 CustomModelVersion[][]\T1/qtm/m/n/10 's \T1/txtt/m/n/10 
required_metadata \T1/qtm/m/n/10 pa-ram-e-ter has been re-moved. Use

Underfull \hbox (badness 10000) in paragraph at lines 111170--111172
[][][]\T1/txtt/m/sl/10 CustomTaskVersion[][]\T1/qtm/m/n/10 's \T1/txtt/m/n/10 r
equired_metadata \T1/qtm/m/n/10 pa-ram-e-ter has been re-moved. Use

Underfull \hbox (badness 6364) in paragraph at lines 111202--111204
[]\T1/qtm/m/n/10 The [][]\T1/txtt/m/sl/10 Deployment[][] \T1/qtm/m/n/10 method 
\T1/txtt/m/n/10 create_from_custom_model_image \T1/qtm/m/n/10 was re-moved. Use
 [][]\T1/txtt/m/sl/10 Deployment.
[1044]
Underfull \hbox (badness 10000) in paragraph at lines 111254--111259
[]\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e
x-trac-tion sam-ples us-

Underfull \hbox (badness 10000) in paragraph at lines 111254--111259
\T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1
/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm
/m/n/10 -

Underfull \hbox (badness 10000) in paragraph at lines 111296--111303
[]\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex-
pla-na-tions (\T1/txtt/m/n/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in

Underfull \hbox (badness 10000) in paragraph at lines 111296--111303
[][]\T1/txtt/m/sl/10 PredictionExplanations.create[][]\T1/qtm/m/n/10 ) as well 
as batch scor-ing (\T1/txtt/m/n/10 explanations_mode \T1/qtm/m/n/10 in
[1045]
Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.apply_bias_mitigation[][] \T1/qtm
/m/n/10 - [][]\T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info[][]


Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info[
][] \T1/qtm/m/n/10 and by adding new bias mit-

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio
n_technique - in-

Underfull \hbox (badness 10000) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is
t-ing method - [][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 and

Underfull \hbox (badness 7256) in paragraph at lines 111347--111360
\T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func-
tion-al-ity \T1/txtt/m/n/10 datarobot.enums.
[1046]
Underfull \hbox (badness 10000) in paragraph at lines 111473--111475
[]\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/txtt/m/n/10
 feature_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot
.

Underfull \hbox (badness 10000) in paragraph at lines 111491--111494
[]\T1/qtm/m/n/10 Added the abil-ity to turn off su-per-vised fea-ture re-duc-ti
on for Time Se-ries projects. Op-tion
[1047] [1048]
Underfull \hbox (badness 10000) in paragraph at lines 111717--111719
[]\T1/txtt/m/n/10 DatetimeModel.get_feature_fit <datarobot.models.DatetimeModel
.

Underfull \hbox (badness 10000) in paragraph at lines 111743--111746
[]\T1/qtm/m/n/10 Dep-re-cat-ing sca-le-out pa-ram-e-ters for projects / mod-els
. In-cludes \T1/txtt/m/n/10 scaleout_modeling_mode\T1/qtm/m/n/10 ,
[1049]
Underfull \hbox (badness 6268) in paragraph at lines 111844--111847
[]\T1/qtm/m/n/10 Added the abil-ity to up-load a pre-dic-tion dataset into a pr
oject from the AI cat-a-log [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 111879--111883
[]\T1/qtm/m/n/10 Added the abil-ity to con-trol class map-ping ag-gre-ga-tion i
n mul-ti-class projects via

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
[]\T1/qtm/m/n/10 Added the abil-ity to com-pute and re-trieve Fea-ture Ef-fects
 for a Mul-ti-class model us-

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/qtm/m/n/10 ing [][]\T1/txtt/m/sl/10 datarobot.models.Model.request_feature_
effects_multiclass()[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 models.Model.get_feature_effects_multiclass()[][] \T1/qtm/m/n/
10 or [][]\T1/txtt/m/sl/10 datarobot.models.Model.

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/txtt/m/sl/10 get_or_request_feature_effects_multiclass()[][] \T1/qtm/m/n/10
 meth-ods. For date-time mod-els use fol-low-

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
\T1/qtm/m/n/10 ing meth-ods [][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel
.request_feature_effects_multiclass()[][]\T1/qtm/m/n/10 ,

Underfull \hbox (badness 10000) in paragraph at lines 111889--111897
[][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel.get_feature_effects_multicl
ass()[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 datarobot.models.
[1050]
Underfull \hbox (badness 10000) in paragraph at lines 112039--112042
[]\T1/qtm/m/n/10 fix [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/q
tm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n
/10 to cor-rectly for-mat
[1051]
Underfull \hbox (badness 10000) in paragraph at lines 112115--112118
[]\T1/qtm/m/n/10 Added the abil-ity to re-quest a spe-cific model be pre-pared 
for de-ploy-ment us-ing [][]\T1/txtt/m/sl/10 Project.
[1052] [1053]
Underfull \hbox (badness 10000) in paragraph at lines 112356--112359
[]\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty
 of [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n/10 has be
en dep-re-cated.

Underfull \hbox (badness 10000) in paragraph at lines 112361--112364
[]\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty
 of [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/qtm/m/n/10 has bee
n dep-re-cated.
[1054]
Underfull \hbox (badness 7907) in paragraph at lines 112532--112537
[]\T1/qtm/m/n/10 Sup-port for Batch Pre-dic-tion Job Def-i-ni-tions has now bee
n added through the fol-low-ing class:

Underfull \hbox (badness 10000) in paragraph at lines 112574--112577
[]\T1/qtm/m/n/10 Added method to down-load fea-ture dis-cov-ery recipe SQLs (li
m-ited beta fea-ture). [][]\T1/txtt/m/sl/10 Project.
[1055]
Underfull \hbox (badness 10000) in paragraph at lines 112650--112655
[]\T1/qtm/m/n/10 Par-tial his-tory pre-dic-tions can be made with time se-ries 
time se-ries mul-ti-series mod-els us-

Underfull \hbox (badness 10000) in paragraph at lines 112650--112655
\T1/qtm/m/n/10 ing the \T1/txtt/m/n/10 allow_partial_history_time_series_predic
tions \T1/qtm/m/n/10 at-tribute of the [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 112675--112683
[][]\T1/txtt/m/sl/10 PairwiseJointProbabilities[][] \T1/qtm/m/n/10 and [][]\T1/
txtt/m/sl/10 PairwiseConditionalProbabilities[][] \T1/qtm/m/n/10 or [][]\T1/txt
t/m/sl/10 Feature.

Underfull \hbox (badness 10000) in paragraph at lines 112675--112683
\T1/txtt/m/sl/10 get_pairwise_correlations[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/s
l/10 Feature.get_pairwise_joint_probabilities[][] \T1/qtm/m/n/10 and [][]\T1/tx
tt/m/sl/10 Feature.
[1056]
Underfull \hbox (badness 10000) in paragraph at lines 112751--112754
[]\T1/qtm/m/n/10 Sup-port for down-load-ing fea-ture dis-cov-ery train-ing or p
re-dic-tion dataset us-ing [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 10000) in paragraph at lines 112756--112762
[]\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 datarobot.models.FeatureAssociation
Matrix[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot.models.

Underfull \hbox (badness 10000) in paragraph at lines 112756--112762
\T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1
/txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][]

Underfull \hbox (badness 10000) in paragraph at lines 112786--112793
[]\T1/qtm/m/n/10 Re-move \T1/txtt/m/n/10 desired_memory \T1/qtm/m/n/10 param fr
om the fol-low-ing meth-ods: [][]\T1/txtt/m/sl/10 CustomInferenceModel.

Underfull \hbox (badness 10000) in paragraph at lines 112786--112793
\T1/txtt/m/sl/10 create[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVer
sion.create_clean[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVersion.c
reate_from_previous[][]\T1/qtm/m/n/10 ,
[1057]
Underfull \hbox (badness 8170) in paragraph at lines 112922--112925
[]\T1/qtm/m/n/10 Fea-ture dis-cov-ery projects can now be cre-ated us-ing the [
][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 method by pro-vid-ing

Underfull \hbox (badness 10000) in paragraph at lines 112927--112930
\T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 Cor-re-spond-ing fea-ture lin-eage id i
s avail-able as a new [][]\T1/txtt/m/sl/10 datarobot.models.Feature[][] \T1/qtm
/m/n/10 field
[1058]
Underfull \hbox (badness 10000) in paragraph at lines 113010--113015
[]\T1/qtm/m/n/10 New \T1/txtt/m/n/10 sampling_method \T1/qtm/m/n/10 param in []
[]\T1/txtt/m/sl/10 Model.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/1
0 Project.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 113035--113037
[]\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h
as been re-moved. Use [][]\T1/txtt/m/sl/10 datarobot.models.
[1059]
Underfull \hbox (badness 10000) in paragraph at lines 113114--113118
[]\T1/qtm/m/n/10 Added sup-port for Cus-tom Model De-pen-dency Man-age-ment. Pl
ease see :ref:\T1/txtt/m/n/10 custom model

Underfull \hbox (badness 10000) in paragraph at lines 113157--113160
[]\T1/qtm/m/n/10 Added a new method to trig-ger Fea-ture Im-pact cal-cu-la-tion
 for a Cus-tom In-fer-ence Im-age:
[1060]
Underfull \hbox (badness 10000) in paragraph at lines 113300--113309
[]\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T
1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][]
\T1/txtt/m/sl/10 Model.
[1061]
Underfull \hbox (badness 10000) in paragraph at lines 113311--113318
[]\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T
1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][]
\T1/txtt/m/sl/10 Model.
[1062]
Underfull \hbox (badness 10000) in paragraph at lines 113511--113515
[]\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo
gle Cloud Stor-age with meth-ods
[1063]
Underfull \hbox (badness 8132) in paragraph at lines 113549--113554
[]\T1/qtm/m/n/10 These meth-ods now pro-vide ad-di-tional meta-data fields in F
ea-ture Im-pact re-sults if called with

Underfull \hbox (badness 10000) in paragraph at lines 113569--113573
[]\T1/qtm/m/n/10 Sec-ondary dataset con-fig-u-ra-tion re-trieve and dele-tion i
s eas-ier now though new

Underfull \hbox (badness 10000) in paragraph at lines 113569--113573
[][]\T1/txtt/m/sl/10 SecondaryDatasetConfigurations.delete[][] \T1/qtm/m/n/10 s
oft deletes a Sec-ondary dataset con-fig-u-ra-tion.

Underfull \hbox (badness 10000) in paragraph at lines 113593--113595
[]\T1/qtm/m/n/10 Batch Pre-dic-tion jobs that used other out-put types than \T1
/txtt/m/n/10 local_file \T1/qtm/m/n/10 failed when us-ing \T1/txtt/m/n/10 .
[1064] [1065]
Underfull \hbox (badness 10000) in paragraph at lines 113839--113843
[]\T1/qtm/m/n/10 A new boolean at-tribute \T1/txtt/m/n/10 unsupervised_mode \T1
/qtm/m/n/10 was added to [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 113912--113916
[]\T1/qtm/m/n/10 Time se-ries model de-ploy-ments now sup-port pre-dic-tion in-
ter-vals. See

Underfull \hbox (badness 10000) in paragraph at lines 113912--113916
[][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m
/n/10 and [][]\T1/txtt/m/sl/10 Deployment.
[1066]
Overfull \hbox (7.70421pt too wide) in paragraph at lines 113948--113950
[]\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p
rediction warnings<deployment_prediction_warning>\T1/qtm/m/n/10 . 

Underfull \hbox (badness 10000) in paragraph at lines 113968--113971
[]\T1/qtm/m/n/10 It's now pos-si-ble to get fea-ture as-so-ci-a-tion sta-tuses 
for fea-turelists us-ing [][]\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 7925) in paragraph at lines 114005--114007
[]\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 Project.set_target[][] \T1/qtm/m/n
/10 sup-port new op-tional pa-ram-e-ters \T1/txtt/m/n/10 featureEngineeringGrap
hs \T1/qtm/m/n/10 and

Underfull \hbox (badness 10000) in paragraph at lines 114013--114018
[]\T1/qtm/m/n/10 Se-ries ac-cu-racy re-trieval meth-ods ([][]\T1/txtt/m/sl/10 D
atetimeModel.get_series_accuracy_as_dataframe[][] \T1/qtm/m/n/10 and
[1067]
Underfull \hbox (badness 10000) in paragraph at lines 114104--114106
[]\T1/qtm/m/n/10 Mono-tonic con-straints are now sup-ported for OTV projects. T
o that end, the pa-ram-e-ters

Underfull \hbox (badness 10000) in paragraph at lines 114104--114106
\T1/txtt/m/n/10 monotonic_increasing_featurelist_id \T1/qtm/m/n/10 and \T1/txtt
/m/n/10 monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 can be
[1068]
Underfull \hbox (badness 7451) in paragraph at lines 114193--114196
[]\T1/qtm/m/n/10 When [][]\T1/txtt/m/sl/10 specifying datetime partitioning[][]
 \T1/qtm/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series <time_series> \T1/
qtm/m/n/10 projects

Underfull \hbox (badness 10000) in paragraph at lines 114193--114196
\T1/txtt/m/sl/10 do_not_derive[][] \T1/qtm/m/n/10 at-tribute. Any fea-tures not
 spec-i-fied will be as-signed ac-cord-ing to the
[1069] [1070]
Underfull \hbox (badness 10000) in paragraph at lines 114403--114412
[]\T1/qtm/m/n/10 Pre-vi-ously avail-able for only Eu-reqa mod-els, Ad-vanced Tu
n-ing meth-ods and ob-jects, in-clud-ing

Underfull \hbox (badness 10000) in paragraph at lines 114403--114412
[][]\T1/txtt/m/sl/10 Model.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , []
[]\T1/txtt/m/sl/10 Model.get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][
]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 114442--114444
[][][]\T1/txtt/m/sl/10 Project.upload_dataset[][] \T1/qtm/m/n/10 and [][]\T1/tx
tt/m/sl/10 Project.upload_dataset_from_data_source[][] \T1/qtm/m/n/10 will re-t
urn a
[1071] [1072]
Underfull \hbox (badness 10000) in paragraph at lines 114564--114567
[]\T1/qtm/m/n/10 New class for work-ing with model com-pli-ance doc-u-men-ta-ti
on fea-ture of DataRobot: class

Underfull \hbox (badness 10000) in paragraph at lines 114583--114588
[]\T1/qtm/m/n/10 Cross se-ries fea-tures can now be cre-ated within time se-rie
s mul-ti-series projects us-ing

Underfull \hbox (badness 10000) in paragraph at lines 114583--114588
\T1/qtm/m/n/10 the \T1/txtt/m/n/10 use_cross_series_features \T1/qtm/m/n/10 and
 \T1/txtt/m/n/10 aggregation_type \T1/qtm/m/n/10 at-tributes of the [][]\T1/txt
t/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 114614--114618
[]\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt
m/m/n/10 at-tribute has been added to the [][]\T1/txtt/m/sl/10 datarobot.
[1073]
Underfull \hbox (badness 10000) in paragraph at lines 114707--114715
[]\T1/qtm/m/n/10 New meth-ods and ob-jects, in-clud-ing [][]\T1/txtt/m/sl/10 Mo
del.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Mode
l.

Underfull \hbox (badness 7504) in paragraph at lines 114707--114715
\T1/txtt/m/sl/10 get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][]\T1/txt
t/m/sl/10 Model.advanced_tune[][]\T1/qtm/m/n/10 , and [][]\T1/txtt/m/sl/10 Adva
ncedTuningSession[][]\T1/qtm/m/n/10 , were

Underfull \hbox (badness 10000) in paragraph at lines 114730--114733
[]\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for 
each model via [][]\T1/txtt/m/sl/10 Model.

Underfull \hbox (badness 10000) in paragraph at lines 114740--114742
[]\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for
 new mod-els us-ing [][]\T1/txtt/m/sl/10 Model.
[1074]
Underfull \hbox (badness 10000) in paragraph at lines 114782--114786
[][][]\T1/txtt/m/sl/10 ModelRecommendation.get[][] \T1/qtm/m/n/10 now ac-cepts 
an op-tional pa-ram-e-ter of type \T1/txtt/m/n/10 datarobot.enums.
[1075]
Underfull \hbox (badness 10000) in paragraph at lines 114899--114903
[]\T1/qtm/m/n/10 Added a new fea-ture to re-trieve fea-ture logs for time se-ri
es projects. Check [][]\T1/txtt/m/sl/10 datarobot.

Underfull \hbox (badness 10000) in paragraph at lines 114899--114903
\T1/txtt/m/sl/10 DatetimePartitioning.feature_log_list()[][] \T1/qtm/m/n/10 and
 [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioning.

Underfull \hbox (badness 10000) in paragraph at lines 114919--114923
[]\T1/qtm/m/n/10 New pa-ram-e-ters \T1/txtt/m/n/10 predictions_start_date \T1/q
tm/m/n/10 and \T1/txtt/m/n/10 predictions_end_date \T1/qtm/m/n/10 added to [][]
\T1/txtt/m/sl/10 Project.

Underfull \hbox (badness 5302) in paragraph at lines 114945--114949
\T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 
datarobot.DatetimePartitioningSpecification.
[1076] [1077] [1078]
Underfull \hbox (badness 10000) in paragraph at lines 115219--115222
[]\T1/qtm/m/n/10 Lift chart data for mod-els can be re-trieved us-ing the \T1/t
xtt/m/n/10 Model.get_lift_chart \T1/qtm/m/n/10 and \T1/txtt/m/n/10 Model.
[1079] [1080]
Underfull \hbox (badness 10000) in paragraph at lines 115412--115414
[]\T1/qtm/m/n/10 When call-ing \T1/txtt/m/n/10 get_result \T1/qtm/m/n/10 for a 
Job, Mod-elJob, or Pre-dic-tJob that has er-rored,
[1081]
Underfull \hbox (badness 10000) in paragraph at lines 115516--115520
[]\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor-
ing clus-ter.) Meth-ods
[1082]
Underfull \hbox (badness 6268) in paragraph at lines 115631--115635
[]\T1/qtm/m/n/10 A new im-proved work-flow for pre-dic-tions now sup-ports firs
t up-load-ing a dataset via \T1/txtt/m/n/10 Project.
[1083]
Underfull \hbox (badness 10000) in paragraph at lines 115767--115769
[]\T1/txtt/m/n/10 PredictJob.create \T1/qtm/m/n/10 has been dep-re-cated in fa-
vor of the al-ter-nate work-flow us-ing \T1/txtt/m/n/10 Model.
[1084] [1085] [1086]
Underfull \hbox (badness 6016) in paragraph at lines 116113--116117
[]\T1/qtm/m/n/10 In sev-eral places where \T1/txtt/m/n/10 AppPlatformError \T1/
qtm/m/n/10 was be-ing raised, now \T1/txtt/m/n/10 TypeError\T1/qtm/m/n/10 , \T1
/txtt/m/n/10 ValueError \T1/qtm/m/n/10 or

Underfull \hbox (badness 10000) in paragraph at lines 116133--116138
[]\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/
n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje
ct.from_async\T1/qtm/m/n/10 , then a
[1087]
Underfull \hbox (badness 10000) in paragraph at lines 116204--116207
[]\T1/txtt/m/n/10 recommendation_settings \T1/qtm/m/n/10 pa-ram-e-ter of \T1/tx
tt/m/n/10 Project.start \T1/qtm/m/n/10 is dep-re-cated in fa-vor of
[1088] [1089] [1090] (./datarobot-public-api-client.ind [1091] [1092] [1093]
Underfull \hbox (badness 10000) in paragraph at lines 77--79
[]\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo
t.models.notebooks.execution_environment.ExecutionEnvironment class

Underfull \hbox (badness 5548) in paragraph at lines 123--125
[]\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot
.models.deployment.custom_metrics.CustomMetricValuesOverBatch prop-erty\T1/qtm/
m/n/10 ),

Underfull \hbox (badness 10000) in paragraph at lines 125--127
[]\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot
.models.deployment.custom_metrics.CustomMetricValuesOverTime prop-erty\T1/qtm/m
/n/10 ),
[1094] [1095]
Underfull \hbox (badness 10000) in paragraph at lines 271--273
[]\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt
m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.BlenderModel method\T1/qtm/m/n/10 ),


Underfull \hbox (badness 10000) in paragraph at lines 279--281
[]\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt
m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.RatingTableModel
[1096]
Underfull \hbox (badness 10000) in paragraph at lines 349--351
[]\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.evaluation_dataset_configuration.EvaluationDatasetConfiguration class

Underfull \hbox (badness 10000) in paragraph at lines 351--353
[]\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation

Underfull \hbox (badness 10000) in paragraph at lines 369--371
[]\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.synthetic_evaluation_dataset_generation.SyntheticEvaluationDataset class
[1097] [1098] [1099] [1100] [1101]
Underfull \hbox (badness 10000) in paragraph at lines 732--734
[]\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen
ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation
[1102]
Overfull \hbox (6.44446pt too wide) in paragraph at lines 898--900
[]\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation \T1/qtm/m/n/10 (\T1/qtm/m/
it/10 class in datarobot.models.genai.evaluation_dataset_metric_aggregation\T1/
qtm/m/n/10 ),
[1103]
Underfull \hbox (badness 10000) in paragraph at lines 975--977
[]\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data
robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview
[1104] [1105] [1106] [1107] [1108] [1109]
Underfull \hbox (badness 10000) in paragraph at lines 1483--1485
[]\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da
tarobot.models.deployment.custom_metrics.CustomMetricValuesOverBatch

Underfull \hbox (badness 10000) in paragraph at lines 1485--1487
[]\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da
tarobot.models.deployment.custom_metrics.CustomMetricValuesOverTime
[1110]
Overfull \hbox (51.0944pt too wide) in paragraph at lines 1568--1570
[]\T1/txtt/m/n/10 get_document_page_with_text_locations() \T1/qtm/m/n/10 (\T1/q
tm/m/it/10 datarobot.models.documentai.document.DocumentTextExtractionSamplePag
e

Underfull \hbox (badness 10000) in paragraph at lines 1587--1589
[]\T1/txtt/m/n/10 get_explanations_data_in_regions() \T1/qtm/m/n/10 (\T1/qtm/m/
it/10 datarobot.models.anomaly_assessment.AnomalyAssessmentRecord
[1111] [1112] [1113] [1114] [1115]
Underfull \hbox (badness 10000) in paragraph at lines 2042--2044
[]\T1/txtt/m/n/10 get_supported_retrieval_settings() \T1/qtm/m/n/10 (\T1/qtm/m/
it/10 datarobot.models.genai.vector_database.VectorDatabase class
[1116]
Underfull \hbox (badness 10000) in paragraph at lines 2175--2177
[]\T1/txtt/m/n/10 is_model_compliance_initialized \T1/qtm/m/n/10 (\T1/qtm/m/it/
10 datarobot.models.automated_documentation.AutomatedDocument prop-
[1117] [1118] [1119]
Underfull \hbox (badness 10000) in paragraph at lines 2411--2413
[]\T1/txtt/m/n/10 list_all_available_document_types() \T1/qtm/m/n/10 (\T1/qtm/m
/it/10 datarobot.models.automated_documentation.AutomatedDocument

Underfull \hbox (badness 10000) in paragraph at lines 2418--2420
[]\T1/txtt/m/n/10 list_available_document_types() \T1/qtm/m/n/10 (\T1/qtm/m/it/
10 datarobot.models.automated_documentation.AutomatedDocument class
[1120] [1121]
Overfull \hbox (33.2344pt too wide) in paragraph at lines 2546--2548
[]\T1/txtt/m/n/10 new_custom_model_version_with_config() \T1/qtm/m/n/10 (\T1/qt
m/m/it/10 datarobot.models.moderation.model_version_update.ModelVersionUpdate
[1122] [1123] [1124] [1125] [1126] [1127] [1128] [1129] [1130] [1131]
Underfull \hbox (badness 7722) in paragraph at lines 3482--3484
[]\T1/txtt/m/n/10 validate_task_parameters() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da
tarobot.models.user_blueprints.models.UserBlueprintValidateTaskParameters
[1132]) [1133] (./datarobot-public-api-client.aux) )
(see the transcript file for additional information){/usr/share/texlive/texmf-d
ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips
/tex-gyre/q-ec-sc.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ec.enc}{/usr
/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/texlive/texmf-dist/
fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/
enc/dvips/base/8r.enc}</usr/share/texlive/texmf-dist/fonts/type1/public/fontawe
some5/FontAwesome5Free-Solid.pfb></usr/share/texlive/texmf-dist/fonts/type1/pub
lic/amsfonts/cm/cmmi5.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/ams
fonts/cm/cmsy5.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qhvb.pfb></usr
/share/texmf/fonts/type1/public/tex-gyre/qhvbi.pfb></usr/share/texmf/fonts/type
1/public/tex-gyre/qhvr.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmb.p
fb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmbi.pfb></usr/share/texmf/fo
nts/type1/public/tex-gyre/qtmr.pfb></usr/share/texmf/fonts/type1/public/tex-gyr
e/qtmri.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xbtt.pf
b></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xbtt.pfb></usr/sh
are/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texlive
/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texlive/texmf-dist
/fonts/type1/public/txfonts/tcxbtt.pfb></usr/share/texlive/texmf-dist/fonts/typ
e1/public/txfonts/tcxtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/urw/time
s/utmr8a.pfb>
Output written on datarobot-public-api-client.pdf (1141 pages, 4868797 bytes).
Transcript written on datarobot-public-api-client.log.
Latexmk: Index file 'datarobot-public-api-client.idx' was written
Latexmk: Log file says output to 'datarobot-public-api-client.pdf'
Collected error summary (may duplicate other messages):
  pdflatex: Command for 'pdflatex' gave return code 1
      Refer to 'datarobot-public-api-client.log' for details
Latexmk: Examining 'datarobot-public-api-client.log'
=== TeX engine is 'pdfTeX'
Latexmk: Errors, in force_mode: so I tried finishing targets