Read the Docs build information Build id: 2395621 Project: datarobot-public-api-client Version: v3.4.1 Commit: 02137df32debee80a28bef3b9007c503010f7ff3 Date: 2024-08-05T19:48:04.766549Z State: finished Success: True [rtd-command-info] start-time: 2024-08-05T19:48:06.058957Z, end-time: 2024-08-05T19:48:08.969960Z, duration: 2, 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: 2024-08-05T19:48:09.048850Z, end-time: 2024-08-05T19:48:12.079033Z, duration: 3, exit-code: 0 git fetch origin --force --prune --prune-tags --depth 50 refs/tags/v3.4.1:refs/tags/v3.4.1 Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. From github.com:datarobot/public_api_client * [new tag] v3.4.1 -> v3.4.1 Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. * [new tag] v3.4.0 -> v3.4.0 * [new tag] v3.4.0.post0 -> v3.4.0.post0 [rtd-command-info] start-time: 2024-08-05T19:48:12.215758Z, end-time: 2024-08-05T19:48:12.883863Z, duration: 0, exit-code: 0 git checkout --force 02137df32debee80a28bef3b9007c503010f7ff3 Note: switching to '02137df32debee80a28bef3b9007c503010f7ff3'. You are in 'detached HEAD' state. You can look around, make experimental changes and commit them, and you can discard any commits you make in this state without impacting any branches by switching back to a branch. If you want to create a new branch to retain commits you create, you may do so (now or later) by using -c with the switch command. Example: git switch -c Or undo this operation with: git switch - Turn off this advice by setting config variable advice.detachedHead to false HEAD is now at 02137df version and changelog (#3241) [rtd-command-info] start-time: 2024-08-05T19:48:12.953449Z, end-time: 2024-08-05T19:48:13.014148Z, 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: "3.7" [rtd-command-info] start-time: 2024-08-05T19:48:18.717140Z, end-time: 2024-08-05T19:48:18.801327Z, duration: 0, exit-code: 0 asdf global python 3.7.17 [rtd-command-info] start-time: 2024-08-05T19:48:19.268047Z, end-time: 2024-08-05T19:48:20.528169Z, duration: 1, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.7.17.final.0-64 in 963ms creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv) added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator [rtd-command-info] start-time: 2024-08-05T19:48:20.600471Z, end-time: 2024-08-05T19:48:28.554437Z, duration: 7, 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/v3.4.1/lib/python3.7/site-packages (23.1) Collecting pip Downloading pip-24.0-py3-none-any.whl (2.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 9.9 MB/s eta 0:00:00 Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (67.6.1) Collecting setuptools Downloading setuptools-68.0.0-py3-none-any.whl (804 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 804.0/804.0 kB 22.7 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-24.0 setuptools-68.0.0 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charset-normalizer-3.3.2 docutils-0.19 idna-3.7 imagesize-1.4.1 importlib-metadata-6.7.0 packaging-24.0 pytz-2024.1 readthedocs-sphinx-ext-2.2.5 requests-2.31.0 snowballstemmer-2.2.0 sphinx-5.3.0 sphinxcontrib-applehelp-1.0.2 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 sphinxcontrib-serializinghtml-1.1.5 typing-extensions-4.7.1 urllib3-2.0.7 zipp-3.15.0 [rtd-command-info] start-time: 2024-08-05T19:48:35.352197Z, end-time: 2024-08-05T19:49:21.380437Z, duration: 46, exit-code: 0 python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[dev] Processing /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/v3.4.1 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' Installing backend dependencies: started 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flake8==5.0.4 (from datarobot==3.4.1) Downloading flake8-5.0.4-py2.py3-none-any.whl.metadata (4.1 kB) Collecting pylint==2.15.0 (from datarobot==3.4.1) Downloading pylint-2.15.0-py3-none-any.whl.metadata (9.8 kB) Collecting mypy==1.0.0 (from datarobot==3.4.1) Downloading mypy-1.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.9 kB) Collecting types-PyYAML==6.0.12 (from datarobot==3.4.1) Downloading types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB) Collecting types-python-dateutil==2.8.19 (from datarobot==3.4.1) Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB) Collecting types-pytz==2022.2.1.0 (from datarobot==3.4.1) Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB) Collecting types-requests==2.28.11 (from datarobot==3.4.1) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.4.1) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Collecting sphinx-rtd-theme==1.0.0 (from datarobot==3.4.1) Downloading sphinx_rtd_theme-1.0.0-py2.py3-none-any.whl.metadata (4.3 kB) Collecting nbsphinx==0.8.9 (from datarobot==3.4.1) Downloading nbsphinx-0.8.9-py3-none-any.whl.metadata (2.1 kB) Collecting numpydoc==1.4.0 (from datarobot==3.4.1) Downloading numpydoc-1.4.0-py3-none-any.whl.metadata (2.2 kB) Collecting jupyter-contrib-nbextensions (from datarobot==3.4.1) Downloading jupyter_contrib_nbextensions-0.7.0.tar.gz (23.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 197.1 MB/s eta 0:00:00 Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Collecting sphinx-autodoc-typehints==1.17.1 (from datarobot==3.4.1) Downloading sphinx_autodoc_typehints-1.17.1-py3-none-any.whl.metadata (8.1 kB) Collecting sphinxcontrib-spelling==8.0.0 (from datarobot==3.4.1) Downloading sphinxcontrib_spelling-8.0.0-py3-none-any.whl.metadata (2.9 kB) Collecting pyenchant==3.2.2 (from datarobot==3.4.1) Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB) Collecting click>=8.0.0 (from black==22.8.0->datarobot==3.4.1) Downloading click-8.1.7-py3-none-any.whl.metadata (3.0 kB) Collecting platformdirs>=2 (from black==22.8.0->datarobot==3.4.1) Downloading platformdirs-4.0.0-py3-none-any.whl.metadata (11 kB) Collecting pathspec>=0.9.0 (from black==22.8.0->datarobot==3.4.1) Downloading pathspec-0.11.2-py3-none-any.whl.metadata (19 kB) Collecting tomli>=1.1.0 (from black==22.8.0->datarobot==3.4.1) Downloading tomli-2.0.1-py3-none-any.whl.metadata (8.9 kB) Collecting typed-ast>=1.4.2 (from black==22.8.0->datarobot==3.4.1) Downloading typed_ast-1.5.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.7 kB) Collecting ipython>=7.8.0 (from black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading ipython-7.34.0-py3-none-any.whl.metadata (4.3 kB) Collecting tokenize-rt>=3.2.0 (from black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading tokenize_rt-5.0.0-py2.py3-none-any.whl.metadata (4.3 kB) Collecting mccabe<0.8.0,>=0.7.0 (from flake8==5.0.4->datarobot==3.4.1) Downloading mccabe-0.7.0-py2.py3-none-any.whl.metadata (5.0 kB) Collecting pycodestyle<2.10.0,>=2.9.0 (from flake8==5.0.4->datarobot==3.4.1) Downloading pycodestyle-2.9.1-py2.py3-none-any.whl.metadata (31 kB) Collecting pyflakes<2.6.0,>=2.5.0 (from flake8==5.0.4->datarobot==3.4.1) Downloading pyflakes-2.5.0-py2.py3-none-any.whl.metadata (3.8 kB) Collecting importlib-metadata<4.3,>=1.1.0 (from flake8==5.0.4->datarobot==3.4.1) Downloading importlib_metadata-4.2.0-py3-none-any.whl.metadata (3.9 kB) Collecting six (from mock==3.0.5->datarobot==3.4.1) Downloading six-1.16.0-py2.py3-none-any.whl.metadata (1.8 kB) Requirement already satisfied: docutils in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from nbsphinx==0.8.9->datarobot==3.4.1) (0.19) Requirement already satisfied: jinja2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from nbsphinx==0.8.9->datarobot==3.4.1) (3.1.4) Collecting nbconvert!=5.4 (from nbsphinx==0.8.9->datarobot==3.4.1) Downloading nbconvert-7.6.0-py3-none-any.whl.metadata (7.9 kB) Collecting traitlets>=5 (from nbsphinx==0.8.9->datarobot==3.4.1) Downloading traitlets-5.9.0-py3-none-any.whl.metadata (10 kB) Collecting nbformat (from nbsphinx==0.8.9->datarobot==3.4.1) Downloading nbformat-5.8.0-py3-none-any.whl.metadata (3.5 kB) Requirement already satisfied: sphinx>=1.8 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from nbsphinx==0.8.9->datarobot==3.4.1) (5.3.0) Collecting dill>=0.2 (from pylint==2.15.0->datarobot==3.4.1) Downloading dill-0.3.7-py3-none-any.whl.metadata (9.9 kB) Collecting astroid<=2.14.0-dev0,>=2.12.4 (from pylint==2.15.0->datarobot==3.4.1) Downloading astroid-2.13.5-py3-none-any.whl.metadata (4.7 kB) Collecting tomlkit>=0.10.1 (from pylint==2.15.0->datarobot==3.4.1) Downloading tomlkit-0.12.5-py3-none-any.whl.metadata (2.7 kB) Collecting attrs>=19.2.0 (from pytest==7.1.2->datarobot==3.4.1) Downloading attrs-24.1.0-py3-none-any.whl.metadata (14 kB) Collecting iniconfig (from pytest==7.1.2->datarobot==3.4.1) Downloading iniconfig-2.0.0-py3-none-any.whl.metadata (2.6 kB) Requirement already satisfied: packaging in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from pytest==7.1.2->datarobot==3.4.1) (24.0) Collecting pluggy<2.0,>=0.12 (from pytest==7.1.2->datarobot==3.4.1) Downloading pluggy-1.2.0-py3-none-any.whl.metadata (4.4 kB) Collecting py>=1.8.2 (from pytest==7.1.2->datarobot==3.4.1) Downloading py-1.11.0-py2.py3-none-any.whl.metadata (2.8 kB) Collecting docutils (from nbsphinx==0.8.9->datarobot==3.4.1) Downloading docutils-0.17.1-py2.py3-none-any.whl.metadata (2.9 kB) Collecting python-dateutil>=2.7.3 (from pandas>=0.15->datarobot==3.4.1) Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB) Requirement already satisfied: pytz>=2017.3 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from pandas>=0.15->datarobot==3.4.1) (2024.1) Requirement already satisfied: charset-normalizer<4,>=2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from requests>=2.28.1->datarobot==3.4.1) (3.3.2) Requirement already satisfied: idna<4,>=2.5 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from requests>=2.28.1->datarobot==3.4.1) (3.7) Requirement already satisfied: certifi>=2017.4.17 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from requests>=2.28.1->datarobot==3.4.1) (2024.7.4) Collecting ipython_genutils (from jupyter-contrib-nbextensions->datarobot==3.4.1) 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==3.4.1) Downloading jupyter_contrib_core-0.4.2.tar.gz (17 kB) Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Collecting jupyter_core (from jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading jupyter_core-4.12.0-py3-none-any.whl.metadata (4.7 kB) Collecting jupyter_highlight_selected_word>=0.1.1 (from jupyter-contrib-nbextensions->datarobot==3.4.1) 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==3.4.1) 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==3.4.1) Downloading notebook-6.5.7-py3-none-any.whl.metadata (2.5 kB) Collecting tornado (from jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading tornado-6.2-cp37-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.5 kB) Collecting lxml (from jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading lxml-5.2.2-cp37-cp37m-manylinux_2_28_x86_64.whl.metadata (3.4 kB) Collecting coverage>=5.2.1 (from coverage[toml]>=5.2.1->pytest-cov->datarobot==3.4.1) Downloading coverage-7.2.7-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (9.7 kB) Collecting lazy-object-proxy>=1.4.0 (from astroid<=2.14.0-dev0,>=2.12.4->pylint==2.15.0->datarobot==3.4.1) Downloading lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.6 kB) Collecting wrapt<2,>=1.11 (from astroid<=2.14.0-dev0,>=2.12.4->pylint==2.15.0->datarobot==3.4.1) Downloading wrapt-1.16.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB) Requirement already satisfied: zipp>=0.5 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from importlib-metadata<4.3,>=1.1.0->flake8==5.0.4->datarobot==3.4.1) (3.15.0) Requirement already satisfied: setuptools>=18.5 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) (68.0.0) Collecting jedi>=0.16 (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading jedi-0.19.1-py2.py3-none-any.whl.metadata (22 kB) Collecting decorator (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading decorator-5.1.1-py3-none-any.whl.metadata (4.0 kB) Collecting pickleshare (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading pickleshare-0.7.5-py2.py3-none-any.whl.metadata (1.5 kB) Collecting prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading prompt_toolkit-3.0.47-py3-none-any.whl.metadata (6.4 kB) Requirement already satisfied: pygments in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) (2.17.2) Collecting backcall (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading backcall-0.2.0-py2.py3-none-any.whl.metadata (2.0 kB) Collecting matplotlib-inline (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading matplotlib_inline-0.1.6-py3-none-any.whl.metadata (2.8 kB) Collecting pexpect>4.3 (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.4.1) Downloading pexpect-4.9.0-py2.py3-none-any.whl.metadata (2.5 kB) Requirement already satisfied: MarkupSafe>=2.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from jinja2->nbsphinx==0.8.9->datarobot==3.4.1) (2.1.5) Collecting jupyter-server (from jupyter_nbextensions_configurator>=0.4.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading jupyter_server-1.24.0-py3-none-any.whl.metadata (4.4 kB) Collecting beautifulsoup4 (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading beautifulsoup4-4.12.3-py3-none-any.whl.metadata (3.8 kB) Collecting bleach!=5.0.0 (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading bleach-6.0.0-py3-none-any.whl.metadata (29 kB) Collecting defusedxml (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading defusedxml-0.7.1-py2.py3-none-any.whl.metadata (32 kB) Collecting jupyterlab-pygments (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading jupyterlab_pygments-0.2.2-py2.py3-none-any.whl.metadata (1.9 kB) Collecting mistune<4,>=2.0.3 (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading mistune-3.0.2-py3-none-any.whl.metadata (1.7 kB) Collecting nbclient>=0.5.0 (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading nbclient-0.7.4-py3-none-any.whl.metadata (7.9 kB) Collecting pandocfilters>=1.4.1 (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading pandocfilters-1.5.1-py2.py3-none-any.whl.metadata (9.0 kB) Collecting tinycss2 (from nbconvert!=5.4->nbsphinx==0.8.9->datarobot==3.4.1) Downloading tinycss2-1.2.1-py3-none-any.whl.metadata (3.0 kB) Collecting fastjsonschema (from nbformat->nbsphinx==0.8.9->datarobot==3.4.1) Downloading fastjsonschema-2.20.0-py3-none-any.whl.metadata (2.1 kB) Collecting jsonschema>=2.6 (from nbformat->nbsphinx==0.8.9->datarobot==3.4.1) Downloading jsonschema-4.17.3-py3-none-any.whl.metadata (7.9 kB) Collecting pyzmq>=17 (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading pyzmq-26.1.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.metadata (6.2 kB) Collecting argon2-cffi (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading argon2_cffi-23.1.0-py3-none-any.whl.metadata (5.2 kB) Collecting jupyter-client<8,>=5.3.4 (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading jupyter_client-7.4.9-py3-none-any.whl.metadata (8.5 kB) Collecting nest-asyncio>=1.5 (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading nest_asyncio-1.6.0-py3-none-any.whl.metadata (2.8 kB) Collecting ipykernel (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading ipykernel-6.16.2-py3-none-any.whl.metadata (5.6 kB) Collecting Send2Trash>=1.8.0 (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading Send2Trash-1.8.3-py3-none-any.whl.metadata (4.0 kB) Collecting terminado>=0.8.3 (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading terminado-0.17.1-py3-none-any.whl.metadata (5.9 kB) Collecting prometheus-client (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading prometheus_client-0.17.1-py3-none-any.whl.metadata (24 kB) Collecting nbclassic>=0.4.7 (from notebook>=6.0->jupyter-contrib-nbextensions->datarobot==3.4.1) Downloading nbclassic-1.1.0-py3-none-any.whl.metadata (3.6 kB) Requirement already satisfied: sphinxcontrib-applehelp in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages (from sphinx>=1.8->nbsphinx==0.8.9->datarobot==3.4.1) (1.0.2) Requirement already satisfied: sphinxcontrib-devhelp in 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━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 118.7/118.7 kB 201.4 MB/s eta 0:00:00 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-3.4.1-py3-none-any.whl size=1022335 sha256=244aad32ca3c16769a23b607d61768b5321c7350d3c57c3f3ade9d749e9785b9 Stored in directory: /tmp/pip-ephem-wheel-cache-tvz7gsxz/wheels/90/d0/e8/be2f9940346728322396fdce0eea8f41c049d17334fa2aa3d0 Building wheel for jupyter-contrib-nbextensions (setup.py): started Building wheel for jupyter-contrib-nbextensions (setup.py): finished with status 'done' Created wheel for jupyter-contrib-nbextensions: filename=jupyter_contrib_nbextensions-0.7.0-py2.py3-none-any.whl size=23428785 sha256=8488ff2808bebe3abbe5fb83292cb9926e31acd928828be476bc9e6dd4949642 Stored in directory: /tmp/pip-ephem-wheel-cache-tvz7gsxz/wheels/9c/57/38/7b0046dbc034aa0b2a5af0a26b60c08030f3ede6ca9cf568fa Building wheel for jupyter_contrib_core (setup.py): started Building wheel for jupyter_contrib_core (setup.py): finished with status 'done' Created wheel for jupyter_contrib_core: filename=jupyter_contrib_core-0.4.2-py2.py3-none-any.whl size=17484 sha256=de5cba0b05841c7a3abf46fc6e4327f353f4c98406ef1679335dce12c77d4d46 Stored in directory: /tmp/pip-ephem-wheel-cache-tvz7gsxz/wheels/79/cf/67/d2c1aab9313f1ac5f23e30485ff8cccbb062b3a77c00df2b2d Successfully built datarobot jupyter-contrib-nbextensions jupyter_contrib_core Installing collected packages: webencodings, wcwidth, types-urllib3, types-PyYAML, types-pytz, types-python-dateutil, trafaret, strenum, ptyprocess, pickleshare, jupyter_highlight_selected_word, ipython_genutils, fastjsonschema, backcall, wrapt, websocket-client, urllib3, types-requests, typed-ast, traitlets, tornado, tomlkit, tomli, tokenize-rt, tinycss2, soupsieve, sniffio, six, Send2Trash, pyzmq, pyyaml, pyrsistent, pyflakes, pyenchant, pycparser, pycodestyle, py, psutil, prompt-toolkit, prometheus-client, platformdirs, pkgutil-resolve-name, Pillow, pexpect, pathspec, parso, pandocfilters, numpy, nest-asyncio, mypy-extensions, mistune, mccabe, lxml, lazy-object-proxy, jupyterlab-pygments, isort, iniconfig, importlib-resources, importlib-metadata, exceptiongroup, entrypoints, docutils, dill, defusedxml, decorator, debugpy, coverage, terminado, python-dateutil, pyarrow, pluggy, mypy, mock, matplotlib-inline, jupyter_core, jedi, flake8, click, cffi, bleach, beautifulsoup4, attrs, astroid, anyio, sphinx, responses, requests-toolbelt, pytest, pylint, pandas, jupyter-client, jsonschema, ipython, black, argon2-cffi-bindings, sphinxcontrib-spelling, sphinx-rtd-theme, sphinx-autodoc-typehints, pytest-cov, pytest-asyncio, numpydoc, nbformat, ipykernel, datarobot, argon2-cffi, nbclient, nbconvert, nbsphinx, jupyter-server, notebook-shim, nbclassic, notebook, jupyter_contrib_core, jupyter_nbextensions_configurator, jupyter-contrib-nbextensions Attempting uninstall: urllib3 Found existing installation: urllib3 2.0.7 Uninstalling urllib3-2.0.7: Successfully uninstalled urllib3-2.0.7 Attempting uninstall: importlib-metadata Found existing installation: importlib-metadata 6.7.0 Uninstalling importlib-metadata-6.7.0: Successfully uninstalled importlib-metadata-6.7.0 Attempting uninstall: docutils Found existing installation: docutils 0.19 Uninstalling docutils-0.19: Successfully uninstalled docutils-0.19 Attempting uninstall: sphinx Found existing installation: Sphinx 5.3.0 Uninstalling Sphinx-5.3.0: Successfully uninstalled Sphinx-5.3.0 Successfully installed Pillow-9.2.0 Send2Trash-1.8.3 anyio-3.7.1 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 astroid-2.13.5 attrs-24.1.0 backcall-0.2.0 beautifulsoup4-4.12.3 black-22.8.0 bleach-6.0.0 cffi-1.15.1 click-8.1.7 coverage-7.2.7 datarobot-3.4.1 debugpy-1.7.0 decorator-5.1.1 defusedxml-0.7.1 dill-0.3.7 docutils-0.17.1 entrypoints-0.4 exceptiongroup-1.2.2 fastjsonschema-2.20.0 flake8-5.0.4 importlib-metadata-4.2.0 importlib-resources-5.12.0 iniconfig-2.0.0 ipykernel-6.16.2 ipython-7.34.0 ipython_genutils-0.2.0 isort-5.10.1 jedi-0.19.1 jsonschema-4.17.3 jupyter-client-7.4.9 jupyter-contrib-nbextensions-0.7.0 jupyter-server-1.24.0 jupyter_contrib_core-0.4.2 jupyter_core-4.12.0 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-pygments-0.2.2 lazy-object-proxy-1.9.0 lxml-5.2.2 matplotlib-inline-0.1.6 mccabe-0.7.0 mistune-3.0.2 mock-3.0.5 mypy-1.0.0 mypy-extensions-1.0.0 nbclassic-1.1.0 nbclient-0.7.4 nbconvert-7.6.0 nbformat-5.8.0 nbsphinx-0.8.9 nest-asyncio-1.6.0 notebook-6.5.7 notebook-shim-0.2.4 numpy-1.21.6 numpydoc-1.4.0 pandas-1.3.5 pandocfilters-1.5.1 parso-0.8.4 pathspec-0.11.2 pexpect-4.9.0 pickleshare-0.7.5 pkgutil-resolve-name-1.3.10 platformdirs-4.0.0 pluggy-1.2.0 prometheus-client-0.17.1 prompt-toolkit-3.0.47 psutil-6.0.0 ptyprocess-0.7.0 py-1.11.0 pyarrow-12.0.1 pycodestyle-2.9.1 pycparser-2.21 pyenchant-3.2.2 pyflakes-2.5.0 pylint-2.15.0 pyrsistent-0.19.3 pytest-7.1.2 pytest-asyncio-0.21.1 pytest-cov-4.1.0 python-dateutil-2.9.0.post0 pyyaml-6.0.1 pyzmq-26.1.0 requests-toolbelt-1.0.0 responses-0.21.0 six-1.16.0 sniffio-1.3.1 soupsieve-2.4.1 sphinx-4.3.2 sphinx-autodoc-typehints-1.17.1 sphinx-rtd-theme-1.0.0 sphinxcontrib-spelling-8.0.0 strenum-0.4.15 terminado-0.17.1 tinycss2-1.2.1 tokenize-rt-5.0.0 tomli-2.0.1 tomlkit-0.12.5 tornado-6.2 trafaret-2.1.1 traitlets-5.9.0 typed-ast-1.5.5 types-PyYAML-6.0.12 types-python-dateutil-2.8.19 types-pytz-2022.2.1.0 types-requests-2.28.11 types-urllib3-1.26.25 urllib3-1.26.19 wcwidth-0.2.13 webencodings-0.5.1 websocket-client-1.6.1 wrapt-1.16.0 [rtd-command-info] start-time: 2024-08-05T19:49:22.538399Z, end-time: 2024-08-05T19:49:22.598232Z, duration: 0, exit-code: 0 cat sdk_docs/conf.py # # Copyright 2021 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. import os import shutil import sys from zipfile import ZipFile import sphinx_rtd_theme 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 "b" in version: # mainline quarterly releases never have the beta "b" in the version, only internal & weekly do tags.add("include_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.rst") dest_path = os.path.join(root_dir, "sdk_docs", "CHANGES.rst") assert os.path.isfile(changelog_path) shutil.copyfile(changelog_path, dest_path) # Create a zip file of the example resources (csv, py, ipynb) # so that it can be included it as a download within the HTML docs files_to_zip = [] for root, _, files in os.walk("examples"): basename = os.path.basename(root) # skip "hidden" directories like notebook autosaves and _build if not basename.startswith("_") and not basename.startswith("."): for file in files: name, ext = os.path.splitext(file) ext_lower = ext.lower() if ext_lower in [".csv", ".xls", ".xlsx", ".ipynb", ".py"]: files_to_zip.append(os.path.join(root, file)) with ZipFile("datarobot_examples.zip", "w") as examples_zip: for file in files_to_zip: examples_zip.write(file) # -- General configuration ----------------------------------------------------- # If your documentation needs a minimal Sphinx version, state it here. # needs_sphinx = '1.0' # 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.autosummary", "sphinx.ext.doctest", "numpydoc", "nbsphinx", "sphinx_autodoc_typehints", ] # make warnings go away- as advised by # https://github.com/phn/pytpm/issues/3#issuecomment-12133978 numpydoc_show_class_members = False 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" # Showing automatically documented members in same order as they are in source autodoc_member_order = "bysource" # 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 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" html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] # 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 # " v 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 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 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: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", ] def setup(app): app.add_css_file("css/tight_table.css") ########################################################################### # auto-created readthedocs.org specific configuration # ########################################################################### # # The following code was added during an automated build on readthedocs.org # It is auto created and injected for every build. The result is based on the # conf.py.tmpl file found in the readthedocs.org codebase: # https://github.com/rtfd/readthedocs.org/blob/main/readthedocs/doc_builder/templates/doc_builder/conf.py.tmpl # # Note: this file shouldn't rely on extra dependencies. import importlib import sys import os.path # Borrowed from six. PY3 = sys.version_info[0] == 3 string_types = str if PY3 else basestring from sphinx import version_info # Get suffix for proper linking to GitHub # This is deprecated in Sphinx 1.3+, # as each page can have its own suffix if globals().get('source_suffix', False): if isinstance(source_suffix, string_types): SUFFIX = source_suffix elif isinstance(source_suffix, (list, tuple)): # Sphinx >= 1.3 supports list/tuple to define multiple suffixes SUFFIX = source_suffix[0] elif isinstance(source_suffix, dict): # Sphinx >= 1.8 supports a mapping dictionary for multiple suffixes SUFFIX = list(source_suffix.keys())[0] # make a ``list()`` for py2/py3 compatibility else: # default to .rst SUFFIX = '.rst' else: SUFFIX = '.rst' # Add RTD Static Path. Add to the end because it overwrites previous files. if not 'html_static_path' in globals(): html_static_path = [] if os.path.exists('_static'): html_static_path.append('_static') # Define this variable in case it's not defined by the user. # It defaults to `alabaster` which is the default from Sphinx. # https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_theme html_theme = globals().get('html_theme', 'alabaster') #Add project information to the template context. context = { 'html_theme': html_theme, 'current_version': "v3.4.1", 'version_slug': "v3.4.1", 'MEDIA_URL': "https://media.readthedocs.com/media/", 'STATIC_URL': "https://assets.readthedocs.com/", 'PRODUCTION_DOMAIN': "readthedocs.com", 'proxied_static_path': "/_/static/", 'versions': [ ("v3.5.1", "/en/v3.5.1/"), ("v3.5.0.post0", "/en/v3.5.0.post0/"), ("v3.5.0", "/en/v3.5.0/"), ("v3.4.1", "/en/v3.4.1/"), ("v3.4.0.post0", "/en/v3.4.0.post0/"), ("v3.4.0", "/en/v3.4.0/"), ("v3.3.2", "/en/v3.3.2/"), ("v3.3.1", "/en/v3.3.1/"), ("v3.3.0", "/en/v3.3.0/"), ("v3.2.2", "/en/v3.2.2/"), ("v3.2.1", "/en/v3.2.1/"), ("v3.2.0", "/en/v3.2.0/"), ("v3.2.0b1", "/en/v3.2.0b1/"), ("v3.2.0b0", "/en/v3.2.0b0/"), ("v3.1.1", "/en/v3.1.1/"), ("v3.1.0", "/en/v3.1.0/"), ("v3.0.3", "/en/v3.0.3/"), ("v3.0.2", "/en/v3.0.2/"), ("v3.0.1", "/en/v3.0.1/"), ("v2.28.3", "/en/v2.28.3/"), ("v2.28.1", "/en/v2.28.1/"), ("v2.28.0", "/en/v2.28.0/"), ("v2.27.3", "/en/v2.27.3/"), ("v2.27.2", "/en/v2.27.2/"), ("v2.27.1", "/en/v2.27.1/"), ("v2.27.0", "/en/v2.27.0/"), ("v2.26.2", "/en/v2.26.2/"), ("v2.26.1", "/en/v2.26.1/"), ("v2.26.0", "/en/v2.26.0/"), ("v2.25.1", "/en/v2.25.1/"), ("v2.25.0", "/en/v2.25.0/"), ("v2.24.0", "/en/v2.24.0/"), ("v2.23.1", "/en/v2.23.1/"), ("v2.23.0", "/en/v2.23.0/"), ("v2.22.2", "/en/v2.22.2/"), ("v2.22.1", "/en/v2.22.1/"), ("v2.22.0", "/en/v2.22.0/"), ("v2.21.6", "/en/v2.21.6/"), ("v2.21.5", "/en/v2.21.5/"), ("v2.21.4", "/en/v2.21.4/"), ("v2.21.3", "/en/v2.21.3/"), ("v2.21.2", "/en/v2.21.2/"), ("v2.20.0", "/en/v2.20.0/"), ("v2.19.0", "/en/v2.19.0/"), ("v2.18.0", "/en/v2.18.0/"), ("v2.17.0", "/en/v2.17.0/"), ("v2.16.0", "/en/v2.16.0/"), ("v2.15.1", "/en/v2.15.1/"), ("v2.14.2", "/en/v2.14.2/"), ("v2.13.3", "/en/v2.13.3/"), ("v2.12.2", "/en/v2.12.2/"), ("v2.11.2", "/en/v2.11.2/"), ("v2.9.3", "/en/v2.9.3/"), ("v2.8.3", "/en/v2.8.3/"), ("v2.7.3", "/en/v2.7.3/"), ("latest-release", "/en/latest-release/"), ("early-access", "/en/early-access/"), ], 'downloads': [ ("pdf", "//datarobot-public-api-client.readthedocs-hosted.com/_/downloads/en/v3.4.1/pdf/"), ], 'subprojects': [ ], 'slug': 'datarobot-public-api-client', 'name': u'public_api_client', 'rtd_language': u'en', 'programming_language': u'py', 'canonical_url': '', 'analytics_code': 'None', 'single_version': False, 'conf_py_path': '/sdk_docs/', 'api_host': 'https://readthedocs.com', 'github_user': 'datarobot', 'proxied_api_host': '/_', 'github_repo': 'public_api_client', 'github_version': 'v3.4.1', 'display_github': True, 'bitbucket_user': 'None', 'bitbucket_repo': 'None', 'bitbucket_version': 'v3.4.1', 'display_bitbucket': False, 'gitlab_user': 'None', 'gitlab_repo': 'None', 'gitlab_version': 'v3.4.1', 'display_gitlab': False, 'READTHEDOCS': True, 'using_theme': (html_theme == "default"), 'new_theme': (html_theme == "sphinx_rtd_theme"), 'source_suffix': SUFFIX, 'ad_free': False, 'docsearch_disabled': False, 'user_analytics_code': '', 'global_analytics_code': 'UA-17997319-2', 'commit': '02137df3', } # For sphinx >=1.8 we can use html_baseurl to set the canonical URL. # https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_baseurl if version_info >= (1, 8): if not globals().get('html_baseurl'): html_baseurl = context['canonical_url'] context['canonical_url'] = None if 'html_context' in globals(): for key in context: if key not in html_context: html_context[key] = context[key] else: html_context = context # Add custom RTD extension if 'extensions' in globals(): # Insert at the beginning because it can interfere # with other extensions. # See https://github.com/rtfd/readthedocs.org/pull/4054 extensions.insert(0, "readthedocs_ext.readthedocs") else: extensions = ["readthedocs_ext.readthedocs"] # Add External version warning banner to the external version documentation if 'tag' == 'external': extensions.insert(1, "readthedocs_ext.external_version_warning") readthedocs_vcs_url = 'None' readthedocs_build_url = 'https://readthedocs.com/projects/datarobot-public-api-client/builds/2395621/' project_language = 'en' # User's Sphinx configurations language_user = globals().get('language', None) latex_engine_user = globals().get('latex_engine', None) latex_elements_user = globals().get('latex_elements', None) # Remove this once xindy gets installed in Docker image and XINDYOPS # env variable is supported # https://github.com/rtfd/readthedocs-docker-images/pull/98 latex_use_xindy = False chinese = any([ language_user in ('zh_CN', 'zh_TW'), project_language in ('zh_CN', 'zh_TW'), ]) japanese = any([ language_user == 'ja', project_language == 'ja', ]) if chinese: latex_engine = latex_engine_user or 'xelatex' latex_elements_rtd = { 'preamble': '\\usepackage[UTF8]{ctex}\n', } latex_elements = latex_elements_user or latex_elements_rtd elif japanese: latex_engine = latex_engine_user or 'platex' # Make sure our build directory is always excluded exclude_patterns = globals().get('exclude_patterns', []) exclude_patterns.extend(['_build']) [rtd-command-info] start-time: 2024-08-05T19:49:22.725260Z, end-time: 2024-08-05T19:50:26.930266Z, duration: 64, exit-code: 0 python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v4.3.2 loading translations [en]... done Initializing Spelling Checker 8.0.0 making output directory... done [autosummary] generating autosummary for: CHANGES.rst, autodoc/api_reference.rst, examples/index.rst, getting_started.rst, index.rst, reference/admin/credentials.rst, reference/admin/index.rst, reference/admin/sharing.rst, reference/data/database_connectivity.rst, reference/data/dataset.rst, ..., reference/modeling/spec/segmented_modeling.rst, reference/modeling/spec/time_series.rst, reference/modeling/spec/unsupervised_anomaly.rst, reference/modeling/spec/unsupervised_clustering.rst, reference/modeling/spec/visualai.rst, reference/predictions/batch_predictions.rst, reference/predictions/index.rst, reference/predictions/predict_job.rst, reference/use_cases/index.rst, reference/use_cases/use_cases.rst building [mo]: targets for 0 po files that are out of date building [html]: targets for 49 source files that are out of date updating environment: [new config] 49 added, 0 changed, 0 removed reading sources... [ 2%] CHANGES reading sources... [ 4%] autodoc/api_reference You have imported from the _experimental directory. This directory is used for unreleased datarobot features. Unless you specifically know better, you don't have the access to use this functionality in the app, so this code will not work. reading sources... [ 6%] examples/index reading sources... [ 8%] getting_started reading sources... [ 10%] index reading sources... [ 12%] reference/admin/credentials reading sources... [ 14%] reference/admin/index reading sources... [ 16%] reference/admin/sharing reading sources... [ 18%] reference/data/database_connectivity reading sources... [ 20%] reference/data/dataset reading sources... [ 22%] reference/data/feature_discovery reading sources... [ 24%] reference/data/index reading sources... [ 26%] reference/index reading sources... [ 28%] reference/mlops/custom_metrics reading sources... [ 30%] reference/mlops/custom_model reading sources... [ 32%] reference/mlops/data_exports reading sources... [ 34%] reference/mlops/deployment reading sources... [ 36%] reference/mlops/index reading sources... [ 38%] reference/mlops/jobs reading sources... [ 40%] reference/mlops/key_values reading sources... [ 42%] reference/mlops/model_registry reading sources... [ 44%] reference/modeling/blueprint reading sources... [ 46%] reference/modeling/index reading sources... [ 48%] reference/modeling/insights/automated_documentation reading sources... [ 51%] reference/modeling/insights/external_testset reading sources... [ 53%] reference/modeling/insights/index reading sources... [ 55%] reference/modeling/insights/prediction_explanations reading sources... [ 57%] reference/modeling/insights/rating_table reading sources... [ 59%] reference/modeling/insights/shap_insights reading sources... [ 61%] reference/modeling/job reading sources... [ 63%] reference/modeling/model reading sources... [ 65%] reference/modeling/model_recommendation reading sources... [ 67%] reference/modeling/prime reading sources... [ 69%] reference/modeling/project reading sources... [ 71%] reference/modeling/spec/binary_data reading sources... [ 73%] reference/modeling/spec/custom_task reading sources... [ 75%] reference/modeling/spec/datetime_partition reading sources... [ 77%] reference/modeling/spec/index reading sources... [ 79%] reference/modeling/spec/monotonic_constraints reading sources... [ 81%] reference/modeling/spec/segmented_modeling reading sources... [ 83%] reference/modeling/spec/time_series reading sources... [ 85%] reference/modeling/spec/unsupervised_anomaly reading sources... [ 87%] reference/modeling/spec/unsupervised_clustering reading sources... [ 89%] reference/modeling/spec/visualai reading sources... [ 91%] reference/predictions/batch_predictions reading sources... [ 93%] reference/predictions/index reading sources... [ 95%] reference/predictions/predict_job reading sources... [ 97%] reference/use_cases/index reading sources... [100%] reference/use_cases/use_cases /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of LLMCostConfiguration in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/v3.4.1/datarobot/_experimental/models/genai/cost_metric_configurations.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/v3.4.1/lib/python3.7/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of CostMetricConfiguration in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/v3.4.1/datarobot/_experimental/models/genai/cost_metric_configurations.py. warn(msg) WARNING: error while formatting arguments for datarobot.models.anomaly_assessment.AnomalyAssessmentRecord: __name__ WARNING: error while formatting arguments for datarobot.models.anomaly_assessment.AnomalyAssessmentExplanations: __name__ WARNING: error while formatting arguments for datarobot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview: __name__ looking for now-outdated files... none found pickling environment... done checking consistency... done preparing documents... done writing output... [ 2%] CHANGES writing output... [ 4%] autodoc/api_reference writing output... [ 6%] examples/index writing output... [ 8%] getting_started writing output... [ 10%] index writing output... [ 12%] reference/admin/credentials writing output... [ 14%] reference/admin/index writing output... [ 16%] reference/admin/sharing writing output... [ 18%] reference/data/database_connectivity writing output... [ 20%] reference/data/dataset writing output... [ 22%] reference/data/feature_discovery writing output... [ 24%] reference/data/index writing output... [ 26%] reference/index writing output... [ 28%] reference/mlops/custom_metrics writing output... [ 30%] reference/mlops/custom_model writing output... [ 32%] reference/mlops/data_exports writing output... [ 34%] reference/mlops/deployment writing output... [ 36%] reference/mlops/index writing output... [ 38%] reference/mlops/jobs writing output... [ 40%] reference/mlops/key_values writing output... [ 42%] reference/mlops/model_registry writing output... [ 44%] reference/modeling/blueprint writing output... [ 46%] reference/modeling/index writing output... [ 48%] reference/modeling/insights/automated_documentation writing output... [ 51%] reference/modeling/insights/external_testset writing output... [ 53%] reference/modeling/insights/index writing output... [ 55%] reference/modeling/insights/prediction_explanations writing output... [ 57%] reference/modeling/insights/rating_table writing output... [ 59%] reference/modeling/insights/shap_insights writing output... [ 61%] reference/modeling/job writing output... [ 63%] reference/modeling/model writing output... [ 65%] reference/modeling/model_recommendation writing output... [ 67%] reference/modeling/prime writing output... [ 69%] reference/modeling/project writing output... [ 71%] reference/modeling/spec/binary_data writing output... [ 73%] reference/modeling/spec/custom_task writing output... [ 75%] reference/modeling/spec/datetime_partition writing output... [ 77%] reference/modeling/spec/index writing output... [ 79%] reference/modeling/spec/monotonic_constraints writing output... [ 81%] reference/modeling/spec/segmented_modeling writing output... [ 83%] reference/modeling/spec/time_series writing output... [ 85%] reference/modeling/spec/unsupervised_anomaly writing output... [ 87%] reference/modeling/spec/unsupervised_clustering writing output... [ 89%] reference/modeling/spec/visualai writing output... [ 91%] reference/predictions/batch_predictions writing output... [ 93%] reference/predictions/index writing output... [ 95%] reference/predictions/predict_job writing output... [ 97%] reference/use_cases/index writing output... [100%] reference/use_cases/use_cases generating indices... genindex py-modindex done 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 copying static files... done copying extra files... done dumping search index in English (code: en)... done dumping object inventory... done build succeeded, 3 warnings. The HTML pages are in ../_readthedocs/html. Updating searchtools for Read the Docs search... [rtd-command-info] start-time: 2024-08-05T19:50:27.045005Z, end-time: 2024-08-05T19:50:46.230083Z, duration: 19, exit-code: 0 python -m sphinx -T -b latex -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/pdf Running Sphinx v4.3.2 loading translations [en]... done Initializing Spelling Checker 8.0.0 making output directory... done loading pickled environment... done [autosummary] generating autosummary for: CHANGES.rst, autodoc/api_reference.rst, examples/index.rst, getting_started.rst, index.rst, reference/admin/credentials.rst, reference/admin/index.rst, reference/admin/sharing.rst, reference/data/database_connectivity.rst, reference/data/dataset.rst, ..., reference/modeling/spec/segmented_modeling.rst, reference/modeling/spec/time_series.rst, reference/modeling/spec/unsupervised_anomaly.rst, reference/modeling/spec/unsupervised_clustering.rst, reference/modeling/spec/visualai.rst, reference/predictions/batch_predictions.rst, reference/predictions/index.rst, reference/predictions/predict_job.rst, reference/use_cases/index.rst, reference/use_cases/use_cases.rst building [mo]: targets for 0 po files that are out of date building [latex]: all documents updating environment: 0 added, 1 changed, 0 removed reading sources... [100%] CHANGES looking for now-outdated files... none found pickling environment... done checking consistency... done processing DataRobotPython_3.4.1_Docs.tex... index getting_started 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/spec/index reference/modeling/spec/datetime_partition reference/modeling/spec/time_series reference/modeling/spec/visualai reference/modeling/spec/unsupervised_anomaly reference/modeling/spec/unsupervised_clustering reference/modeling/spec/segmented_modeling reference/modeling/spec/custom_task reference/modeling/spec/monotonic_constraints reference/modeling/spec/binary_data reference/modeling/insights/index reference/modeling/insights/prediction_explanations reference/modeling/insights/rating_table reference/modeling/insights/automated_documentation reference/modeling/insights/external_testset reference/modeling/insights/shap_insights 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 autodoc/api_reference examples/index CHANGES resolving references... 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 copying TeX support files... copying TeX support files... done 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). Missing searchtools: /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/v3.4.1/_readthedocs/pdf/_static/searchtools.js [rtd-command-info] start-time: 2024-08-05T19:50:46.954592Z, end-time: 2024-08-05T19:50:47.014426Z, 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: 2024-08-05T19:50:47.087680Z, end-time: 2024-08-05T19:51:17.193354Z, duration: 30, 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_3.4.1_Docs.tex' ------------ Run number 1 of rule 'pdflatex' ------------ ------------ Running 'pdflatex -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client" "DataRobotPython_3.4.1_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_3.4.1_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<>) (/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsmath.sty For additional information on amsmath, use the `?' option. 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[3] [4] Chapter 2. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. upload' on page 5 undefined on input line 259. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) [5] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_file' on page 6 undefined on input line 279. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_in_memory_data' on page 6 undefined on input line 290. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_url' on page 6 undefined on input line 306. Underfull \hbox (badness 10000) in paragraph at lines 305--308 []\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 `autodoc/api_reference:datarobot.models.Dataset. create_from_data_source' on page 6 undefined on input line 315. 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[10] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DataSourceParam eters' on page 11 undefined on input line 670. [11] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Credenti al' on page 12 undefined on input line 707. [12] LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 13 undefined on input line 758. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_file' on page 13 undefined on input line 774. LaTeX Warning: Hyper reference `autodoc/api_reference:dataset-definition' on pa ge 13 undefined on input line 786. LaTeX Warning: Hyper reference `autodoc/api_reference:relationship' on page 13 undefined on input line 786. [13] [14] LaTeX Warning: Hyper reference `autodoc/api_reference:secondary-dataset' on pag e 15 undefined on input line 866. LaTeX Warning: Hyper reference `autodoc/api_reference:secondary-dataset' on pag e 15 undefined on input line 877. [15] LaTeX Warning: Hyper reference `autodoc/api_reference:dataset-definition' on pa ge 16 undefined on input line 987. LaTeX Warning: Hyper reference `autodoc/api_reference:relationship' on page 16 undefined on input line 987. [16] Overfull \vbox (1.97241pt too high) detected at line 1078 [17] Overfull \vbox (1.97241pt too high) detected at line 1158 [18] [19] [20] LaTeX Warning: Hyper reference `autodoc/api_reference:secondary-dataset' on pag e 21 undefined on input line 1240. [21] [22] Overfull \vbox (1.97241pt too high) detected at line 1387 [23] LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 24 und efined on input line 1406. [24] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 2 5 undefined on input line 1497. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 25 undefined on input line 1497. [25] LaTeX Warning: Hyper reference `autodoc/api_reference:advanced-options-api' on page 26 undefined on input line 1568. [26] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 27 undefined on input line 1585. [27] [28] [29] [30] [31] LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 32 und efined on input line 1916. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. train' on page 32 undefined on input line 1929. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. train_datetime' on page 32 undefined on input line 1941. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. get_models' on page 32 undefined on input line 1954. [32] [33] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.ge t' on page 34 undefined on input line 2063. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. recommended_model' on page 34 undefined on input line 2080. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.tr ain' on page 34 undefined on input line 2097. LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 34 undefin ed on input line 2099. LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 34 undefined on input line 2100. [34] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.cr oss_validate' on page 35 undefined on input line 2122. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.score_backtests' on page 35 undefined on input line 2133. [35] [36] Underfull \hbox (badness 10000) in paragraph at lines 2291--2293 []\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 2305--2310 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [37] LaTeX Warning: Hyper reference `autodoc/api_reference:missing-values-report-api ' on page 38 undefined on input line 2366. [38] [39] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.re quest_training_predictions' on page 40 undefined on input line 2470. LaTeX Warning: Hyper reference `reference/predictions/predict_job:training-pred ictions' on page 40 undefined on input line 2473. 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LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 44 undefined on input line 2714. LaTeX Warning: Hyper reference `autodoc/api_reference:datetime-part-spec' on pa ge 44 undefined on input line 2736. [44] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 45 undefined on input line 279 7. Underfull \hbox (badness 10000) in paragraph at lines 2796--2799 []\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 `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 45 undefined on input line 280 6. [45] Underfull \hbox (badness 10000) in paragraph at lines 2869--2874 \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 `autodoc/api_reference:datarobot.models.Datetime Model.train_datetime' on page 46 undefined on input line 2877. [46] LaTeX Warning: Hyper reference `autodoc/api_reference:datetime-mod' on page 47 undefined on input line 2885. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plot' on page 47 undefined on input line 2903. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plots_metadata' on page 47 undefined on input line 2904. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plot_preview' on page 47 undefined on input line 2 905. 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LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 620 undefined on input line 59836. Underfull \hbox (badness 10000) in paragraph at lines 59833--59838 []\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 59833--59838 \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 [620] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 621 undefined on input line 59913. [621] LaTeX Warning: Hyper reference `autodoc/api_reference:segmented-modeling-api' o n page 622 undefined on input line 59995. [622] Underfull \hbox (badness 10000) in paragraph at lines 60144--60147 []\T1/qtm/m/n/10 [dict] ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied o n Overfull \hbox (26.8249pt too wide) in paragraph at lines 60148--60149 [] Underfull \hbox (badness 10000) in paragraph at lines 60148--60149 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.model.Ad vancedTuningParamsType' on page 623 undefined on input line 60159. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 623 undefined on input line 60183. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 623 undefined on input line 60241. [623] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 624 undefined on input line 60330. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 624 undefined on input line 60378. [624] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 625 undefined on input line 60425. [625] [626] [627] [628] Overfull \hbox (3.26418pt too wide) in paragraph at lines 60962--60962 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 629 undefined on input line 60972. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.generate' on page 629 undefined on input line 60973. Underfull \hbox (badness 10000) in paragraph at lines 60971--60974 []\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 `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 629 undefined on input line 60 977. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 629 undefined on input line 60978. Underfull \hbox (badness 10000) in paragraph at lines 60981--60984 []\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 60991--60995 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60991--60995 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [629] Underfull \hbox (badness 10000) in paragraph at lines 61007--61012 []\T1/qtm/m/n/10 [str or None] The du-ra-tion of the hold-out scor-ing data. If LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.BacktestSpecifi cation' on page 630 undefined on input line 61033. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.FeatureSettings ' on page 630 undefined on input line 61072. [630] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.Periodicity' on page 631 undefined on input line 61110. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 631 undefined on input line 61138. Underfull \hbox (badness 10000) in paragraph at lines 61152--61156 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [631] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 632 undefined on input line 61 241. Underfull \hbox (badness 10000) in paragraph at lines 61260--61265 []\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 , [632] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 633 undefined on input line 61 286. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 633 undefined on input line 61287. Underfull \hbox (badness 10000) in paragraph at lines 61360--61361 []\T1/qtm/m/n/10 [bool][Switch to us-ing the older a_priori key name in-stead o f LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.FeatureSettingsPayload' on page 633 undefined on input line 61371 . [633] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.get' on page 634 undefined on input line 61423. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.to_specification' on page 634 undefined on input line 61428. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 634 undefined on input line 61430. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 634 undefined on input line 61431. [634] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 635 undefined on input line 61 442. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 635 undefined on input line 61443. Underfull \hbox (badness 10000) in paragraph at lines 61465--61469 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 61465--61469 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [635] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.Backtest' on page 636 undefined on input line 61560. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.FeatureSettings ' on page 636 undefined on input line 61602. [636] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.Periodicity' on page 637 undefined on input line 61640. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 637 undefined on input line 61677. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 637 undefined on input line 61682. Underfull \hbox (badness 10000) in paragraph at lines 61690--61694 []\T1/qtm/m/n/10 (New in ver-sion v2.24) LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 637 undefined on input line 61718. [637] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning' on page 638 undefined on input line 61779. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning' on page 638 undefined on input line 61827. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.generate_optimized' on page 638 undefined on input line 61840. [638] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning' on page 639 undefined on input line 61861. [639] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 640 undefined on input line 62051. Underfull \hbox (badness 10000) in paragraph at lines 62063--62072 []\T1/qtm/m/n/10 [bool, op-tional] De-faults to \T1/txtt/m/n/10 False\T1/qtm/m/ n/10 . If \T1/txtt/m/n/10 False\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 62063--62072 \T1/qtm/m/n/10 will use a duration-based ap-proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 640 undefined on input line 62086. [640] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.generate_optimized' on page 641 undefined on input line 62198. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 641 undefined on input line 62219. [641] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 642 undefined on input line 62240. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.get_optimized' on page 642 undefined on input line 62241. Underfull \hbox (badness 10000) in paragraph at lines 62239--62242 []\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 62239--62242 \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. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.BacktestSpecifi cation' on page 642 undefined on input line 62321. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 642 undefined on input line 62 331. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 642 undefined on input line 62332. [642] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.BacktestSpecifi cation' on page 643 undefined on input line 62422. [643] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.BacktestSpecifi cation' on page 644 undefined on input line 62452. Underfull \hbox (badness 10000) in paragraph at lines 62466--62469 []\T1/qtm/m/n/10 [pandas.Dataframe] the back-test at-tributes, for-mat-ted into a [644] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 645 undefined on input line 62621. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 645 undefined on input line 62631. [645] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 646 undefined on input line 62653. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 646 undefined on input line 62671. 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[649] [650] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 651 undefined on input line 63329. [651] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti onDataset' on page 652 undefined on input line 63447. [652] [653] Underfull \hbox (badness 10000) in paragraph at lines 63693--63696 []\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 63698--63701 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [654] Underfull \hbox (badness 6708) in paragraph at lines 63765--63770 []\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 63765--63770 \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, Underfull \hbox (badness 10000) in paragraph at lines 63780--63783 []\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 63785--63788 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [655] [656] [657] Overfull \hbox (15.28386pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [658] Underfull \hbox (badness 10000) in paragraph at lines 64232--64235 []\T1/qtm/m/n/10 [list] an ar-ray of dic-tio-nar-ies with a schema de-scribed a s Overfull \hbox (89.36382pt too wide) in paragraph at lines 64245--64245 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 64245--64245 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [659] [660] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ShapMatr ixJob' on page 661 undefined on input line 64419. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ShapMatr ix' on page 661 undefined on input line 64442. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ShapMatr ix' on page 661 undefined on input line 64461. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ShapMatr ix' on page 661 undefined on input line 64486. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ShapMatr ix' on page 661 undefined on input line 64493. [661] [662] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series ' on page 663 undefined on input line 64680. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series ' on page 663 undefined on input line 64685. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series ' on page 663 undefined on input line 64691. 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[664] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Deployme nt' on page 665 undefined on input line 64911. [665] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.PredictionServe r' on page 666 undefined on input line 64945. [666] [667] Underfull \hbox (badness 10000) in paragraph at lines 65165--65170 []\T1/qtm/m/n/10 Raised if an ob-ject passed to the \T1/txtt/m/n/10 options \T1 /qtm/m/n/10 pa-ram-e-ter is not an LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.Advance dOptions' on page 668 undefined on input line 65198. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 668 undefined on input line 65239. [668] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 669 undefined on input line 65335. [669] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset' on page 670 undefined on input line 65492. [670] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 671 undefined on input line 65551. [671] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 672 undefined on input line 65601. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 672 undefined on input line 65657. [672] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 6 73 undefined on input line 65730. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_partitioning_method' on page 673 undefined on input line 65732. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_datetime_partitioning' on page 673 undefined on input line 65733. Underfull \hbox (badness 6412) in paragraph at lines 65728--65735 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 65728--65735 \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 65728--65735 \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. [673] Overfull \hbox (1.56093pt too wide) in paragraph at lines 65812--65820 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 674 undefined on input line 65873. [674] Underfull \hbox (badness 10000) in paragraph at lines 65949--65952 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 675 undefined on input line 65966. [675] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 6 76 undefined on input line 66085. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_partitioning_method' on page 676 undefined on input line 66087. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_datetime_partitioning' on page 676 undefined on input line 66088. Underfull \hbox (badness 6412) in paragraph at lines 66083--66090 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 66083--66090 \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 66083--66090 \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. [676] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. start' on page 677 undefined on input line 66192. [677] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 6 78 undefined on input line 66277. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_partitioning_method' on page 678 undefined on input line 66279. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. upload_dataset_from_data_source' on page 833 undefined on input line 83701. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.BatchPre dictionJobDefinition.create' on page 833 undefined on input line 83709. Overfull \hbox (52.89496pt too wide) in paragraph at lines 83717--83718 [] Underfull \hbox (badness 10000) in paragraph at lines 83717--83718 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.ge t_feature_effect' on page 833 undefined on input line 83720. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_feature_effect' on page 833 undefined on input line 83728. Underfull \hbox (badness 10000) in paragraph at lines 83731--83733 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (885 pages, 3928880 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 `autodoc/api_reference:module-datarobot.client' on page 881 undefined on input line 88473 Reference `autodoc/api_reference:module-datarobot.helpers.binary_data_utils' on page 881 undefined on input line 88474 Reference `autodoc/api_reference:module-datarobot.models.training_predictions' on page 881 undefined on input line 88475 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' ------------ Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: applying rule 'makeindex datarobot-public-api-client.idx'... ------------ Running 'makeindex -s python.ist -o "datarobot-public-api-client.ind" "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 (1555 entries accepted, 0 rejected). Sorting entries...............done (17492 comparisons). Generating output file datarobot-public-api-client.ind.....done (2624 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' ------------ Latexmk: applying rule 'pdflatex'... ------------ Running 'pdflatex -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client" "DataRobotPython_3.4.1_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_3.4.1_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<>) (/usr/share/texlive/texmf-dist/tex/latex/amsmath/amsmath.sty For additional information on amsmath, use the `?' option. 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[3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) [5] (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) Underfull \hbox (badness 10000) in paragraph at lines 305--308 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes .csv da ta from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 314--318 [][][]\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] Overfull \vbox (4.27089pt too high) detected at line 461 [8] [9] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [10] [11] [12] [13] [14] [15] [16] Overfull \vbox (1.97241pt too high) detected at line 1078 [17] Overfull \vbox (1.97241pt too high) detected at line 1158 [18] [19] [20] [21] [22] Overfull \vbox (1.97241pt too high) detected at line 1387 [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] [36] Underfull \hbox (badness 10000) in paragraph at lines 2291--2293 []\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 2305--2310 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [37] [38] [39] [40] [41] [42] [43] [44] Underfull \hbox (badness 10000) in paragraph at lines 2796--2799 []\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. [45] Underfull \hbox (badness 10000) in paragraph at lines 2869--2874 \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 [46] Underfull \hbox (badness 10000) in paragraph at lines 2901--2906 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2901--2906 [][]\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 [47] [48] [49] [50] [51] Underfull \hbox (badness 6141) in paragraph at lines 3317--3324 []\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- [52] [53] [54] [55] Underfull \hbox (badness 10000) in paragraph at lines 3605--3610 []\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. [56] [57] Overfull \vbox (1.97241pt too high) detected at line 3803 [58] [59] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3831 ├── 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 for immediate help. ... l.3831 ├── abyssinian ! 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LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3834 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3834 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3834 │   ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3835 ├── 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 for immediate help. ... l.3835 ├── american\PYGZus{}bulldog ! 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Type H for immediate help. ... l.3836 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3838 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3838 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3838 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3838 │ ├── … [60] [61] [62 <./sample1.png> <./sample2.png>] [63] [64 <./activation_map1.png> <./activation_map2.png>] [65] [66 <./embeddings.png>] Overfull \vbox (0.56935pt too high) detected at line 4181 [67] [68] [69] [70] Underfull \hbox (badness 7012) in paragraph at lines 4364--4367 []\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 [71] Underfull \hbox (badness 10000) in paragraph at lines 4414--4417 []\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 [72] [73] [74] [75] [76] [77] [78] [79] ! 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 for immediate help. ... l.5174 ...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 for immediate help. ... l.5174 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [80] [81] [82] [83] [84] [85] [86] [87] [88] [89] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.5781 ├── 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 for immediate help. ... l.5781 ├── 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 for immediate help. ... l.5781 ├── 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 for immediate help. ... l.5782 ├  ├──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 for immediate help. ... l.5782 ├  ├──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 for immediate help. ... l.5782 ├  ├──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 for immediate help. ... l.5782 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5785 ├── 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 for immediate help. ... l.5785 ├── 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 for immediate help. ... l.5785 ├── data.csv [90] [91] [92] [93] [94] [95] [96] Underfull \hbox (badness 10000) in paragraph at lines 6196--6203 \T1/qtm/b/n/10 Note: \T1/txtt/m/n/10 PredictionExplanations.get_all_as_datafra me() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [97] [98] Overfull \vbox (0.7195pt too high) detected at line 6361 [99] [100] [101] [102] [103] [104] [105] [106] [107] [108] [109] [110] [111] [112] [113] [114] Underfull \hbox (badness 10000) in paragraph at lines 7304--7309 []\T1/qtm/m/n/10 If you just want to get gen-er-ated pre-dic-tions from a Pre-d ic-tJob, you can use the \T1/txtt/m/n/10 PredictJob. [115] [116] [117] [118] [119] [120] [121] [122] [123] [124] Overfull \vbox (2.72194pt too high) detected at line 8054 [125] [126] [127] Underfull \hbox (badness 5231) in paragraph at lines 8187--8192 []\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 8263--8266 \T1/qtm/m/n/10 minute val- Underfull \hbox (badness 7981) in paragraph at lines 8263--8266 \T1/qtm/m/n/10 hour of the Underfull \hbox (badness 10000) in paragraph at lines 8276--8279 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8276--8279 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 5741) in paragraph at lines 8276--8279 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (8.34909pt too wide) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.59908pt too wide) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 5741) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.84909pt too wide) in paragraph at lines 8308--8311 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 run both Underfull \hbox (badness 7981) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (8.34909pt too wide) in paragraph at lines 8308--8311 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8321--8323 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 5741) in paragraph at lines 8321--8323 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8321--8323 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8321--8323 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.5991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 this field Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (3.0991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (8.34909pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (3.0991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 will trig-ger Overfull \hbox (3.0991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8329--8332 \T1/qtm/m/n/10 such as Underfull \hbox (badness 10000) in paragraph at lines 8329--8332 \T1/qtm/m/n/10 Febru-ary Underfull \hbox (badness 6032) in paragraph at lines 8329--8332 \T1/qtm/m/n/10 31st are ig- [128] Overfull \vbox (691.36992pt too high) has occurred while \output is active [129] Underfull \hbox (badness 5832) in paragraph at lines 8340--8346 []\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 8340--8346 \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 Underfull \hbox (badness 10000) in paragraph at lines 8383--8386 []\T1/qtm/m/n/10 When cre-at-ing a new de-ploy-ment, a DataRobot \T1/txtt/m/n/1 0 registered_model_version_id\TS1/txtt/m/n/10 ``\T1/txtt/m/n/10 (also known as [130] [131] [132] [133] [134] Overfull \vbox (1.97241pt too high) detected at line 8756 [135] [136] [137] [138] [139] [140] [141] [142] [143] [144] Overfull \vbox (1.61494pt too high) detected at line 9417 [145] Underfull \hbox (badness 10000) in paragraph at lines 9419--9423 \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. [146] [147] [148] [149] [150] [151] [152] [153] [154] [155] Overfull \vbox (7.61494pt too high) detected at line 10057 [156] [157] [158] [159] [160] [161] [162] [163] [164] Underfull \hbox (badness 10000) in paragraph at lines 10660--10663 []\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 [165] [166] [167] Overfull \vbox (2.67389pt too high) detected at line 10876 [168] Overfull \vbox (1.97238pt too high) detected at line 10940 [169] [170] [171] [172] [173] Underfull \hbox (badness 10000) in paragraph at lines 11191--11195 []\T1/qtm/m/n/10 cus-tom_model.update(is_training_data_for_versions_permanently _enabled=True) cus- [174] [175] [176] [177] [178] [179] [180] [181] [182] [183] [184] [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12064--12067 []\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] [193] [194] [195] [196] [197] [198] [199] [200] [201] [202] Underfull \hbox (badness 10000) in paragraph at lines 13056--13059 []\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 [203] [204] [205] [206] Underfull \hbox (badness 10000) in paragraph at lines 13351--13358 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal- Underfull \hbox (badness 10000) in paragraph at lines 13351--13358 \T1/qtm/m/n/10 cu-lat-ing fair-ness. Can be one of \T1/txtt/m/n/10 proportional Parity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13351--13358 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [207] [208] [209] Underfull \hbox (badness 10000) in paragraph at lines 13666--13670 []\T1/qtm/m/n/10 Fil-ter by \T1/qtm/m/it/10 sta-tus \T1/qtm/m/n/10 == Anoma-lyA ssess-mentSta- [210] [211] [212] Overfull \hbox (14.55872pt too wide) in paragraph at lines 14073--14073 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [213] Underfull \hbox (badness 10000) in paragraph at lines 14229--14233 []\T1/qtm/m/n/10 greater or [214] [215] Underfull \hbox (badness 10000) in paragraph at lines 14395--14400 []\T1/qtm/m/n/10 Op-tional. Fil-ter [216] [217] [218] [219] [220] [221] [222] Underfull \hbox (badness 10000) in paragraph at lines 15262--15266 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15267--15271 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [223] Underfull \hbox (badness 10000) in paragraph at lines 15311--15315 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15316--15320 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [224] Underfull \hbox (badness 10000) in paragraph at lines 15476--15479 []\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. [225] [226] [227] [228] [229] [230] [231] [232] [233] [234] [235] [236] [237] [238] [239] [240] [241] [242] [243] [244] [245] [246] [247] [248] [249] [250] [251] [252] [253] Underfull \hbox (badness 10000) in paragraph at lines 18406--18410 []\T1/qtm/m/n/10 [str or None] Type of au-to-mated doc-u-ment. You can spec-ify : [254] [255] [256] Overfull \hbox (8.64493pt too wide) in paragraph at lines 18744--18745 [] Underfull \hbox (badness 10000) in paragraph at lines 18744--18745 [257] [258] [259] [260] [261] [262] [263] [264] [265] [266] [267] [268] [269] Overfull \hbox (13.15462pt too wide) in paragraph at lines 20181--20182 [] Underfull \hbox (badness 10000) in paragraph at lines 20181--20182 [270] [271] [272] [273] [274] [275] [276] Underfull \hbox (badness 6641) in paragraph at lines 20885--20888 []\T1/qtm/m/n/10 The list [277] [278] [279] Overfull \hbox (4.56378pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| Overfull \hbox (47.95493pt too wide) in paragraph at lines 21129--21132 [] [280] Overfull \hbox (1.75493pt too wide) in paragraph at lines 21168--21171 [] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] Overfull \hbox (18.09383pt too wide) in paragraph at lines 22167--22167 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 22167--22167 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [293] [294] Overfull \hbox (23.3838pt too wide) in paragraph at lines 22418--22418 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 22418--22418 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [295] [296] Underfull \hbox (badness 10000) in paragraph at lines 22737--22742 []\T1/qtm/m/n/10 Ad-di-tional pa- [297] [298] Underfull \hbox (badness 10000) in paragraph at lines 22910--22915 []\T1/qtm/m/n/10 Ad-di-tional pa- [299] Underfull \hbox (badness 10000) in paragraph at lines 23103--23108 []\T1/qtm/m/n/10 Ad-di-tional pa- [300] [301] [302] Underfull \hbox (badness 10000) in paragraph at lines 23479--23485 \T1/qtm/m/n/10 ues: [\T1/qtm/m/it/10 datarobot.TARGET_TYPE.BINARY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , Underfull \hbox (badness 5924) in paragraph at lines 23479--23485 \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 , Underfull \hbox (badness 7203) in paragraph at lines 23486--23491 []\T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 [] Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \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 23548--23555 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported [303] [304] Underfull \hbox (badness 10000) in paragraph at lines 23733--23739 []\T1/qtm/m/n/10 Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 23733--23739 \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 23733--23739 \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 23733--23739 \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 ] Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 [] Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 \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 23775--23782 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ] Note: Underfull \hbox (badness 5175) in paragraph at lines 23775--23782 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 23792--23796 []\T1/qtm/m/n/10 Per-ma-nently en- [305] Underfull \hbox (badness 10000) in paragraph at lines 23921--23925 []\T1/qtm/m/n/10 Per-ma-nently en- [306] Overfull \hbox (70.84099pt too wide) in paragraph at lines 24081--24087 []\T1/qtm/m/n/10 the type of the im-age, ei-ther CUS-TOM_MODEL_IMAGE_TYPE.CUSTO M_MODEL_IMAGE Underfull \hbox (badness 10000) in paragraph at lines 24081--24087 \T1/qtm/m/n/10 if the test-ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as it s model or CUS- [307] Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 [] Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \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 24125--24131 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 [] Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 \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 24173--24180 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 5175) in paragraph at lines 24173--24180 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported [308] [309] Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 [] Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \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 24455--24461 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported [310] [311] Underfull \hbox (badness 10000) in paragraph at lines 24573--24584 \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 24573--24584 \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 24585--24592 [] Underfull \hbox (badness 10000) in paragraph at lines 24585--24592 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24585--24592 \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 24585--24592 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24585--24592 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 5175) in paragraph at lines 24585--24592 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 24602--24606 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [312] [313] Underfull \hbox (badness 10000) in paragraph at lines 24775--24786 \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 24775--24786 \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 24792--24799 [] Underfull \hbox (badness 10000) in paragraph at lines 24792--24799 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24792--24799 \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 24792--24799 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24792--24799 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 5175) in paragraph at lines 24792--24799 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 24809--24813 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [314] [315] [316] [317] [318] [319] [320] [321] [322] [323] Underfull \hbox (badness 10000) in paragraph at lines 26145--26149 \T1/qtm/m/n/10 See datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [324] [325] [326] [327] Underfull \hbox (badness 10000) in paragraph at lines 26557--26562 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to [328] Underfull \hbox (badness 10000) in paragraph at lines 26756--26760 []\T1/qtm/m/n/10 the tar-get typed Underfull \hbox (badness 10000) in paragraph at lines 26791--26797 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be Underfull \hbox (badness 10000) in paragraph at lines 26791--26797 \T1/qtm/m/n/10 cal-i-brated to be be-tween 0 and 1 by DR. if None, uses de-faul t value Underfull \hbox (badness 10000) in paragraph at lines 26791--26797 \T1/qtm/m/n/10 from DR app (True). only ap-plies to cus-tom es-ti-ma-tors with tar-get type [329] [330] [331] [332] Underfull \hbox (badness 10000) in paragraph at lines 27229--27233 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27234--27239 []\T1/qtm/m/n/10 You must Underfull \hbox (badness 10000) in paragraph at lines 27304--27308 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27309--27314 []\T1/qtm/m/n/10 You must [333] [334] Underfull \hbox (badness 10000) in paragraph at lines 27468--27472 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [335] [336] [337] [338] [339] [340] Underfull \hbox (badness 10000) in paragraph at lines 28264--28267 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [341] Underfull \hbox (badness 10000) in paragraph at lines 28320--28323 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [342] [343] [344] [345] [346] [347] [348] [349] [350] [351] [352] [353] [354] [355] Underfull \hbox (badness 10000) in paragraph at lines 29814--29818 []\T1/qtm/m/n/10 Fil-ter avail-able Underfull \hbox (badness 10000) in paragraph at lines 29876--29880 []\T1/qtm/m/n/10 Fil-ter avail-able [356] Overfull \vbox (1.47964pt too high) detected at line 30012 [357] [358] [359] [360] [361] [362] [363] Underfull \hbox (badness 10000) in paragraph at lines 30829--30837 \T1/qtm/m/n/10 - for \T1/qtm/m/it/10 query \T1/qtm/m/n/10 based data-sources - `[][]$https : / / s3 . amazonaws . com / datarobot _ test / [364] [365] [366] [367] [368] [369] Overfull \hbox (7.10396pt too wide) in paragraph at lines 31479--31479 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [370] [371] [372] [373] [374] Underfull \hbox (badness 10000) in paragraph at lines 31953--31956 []\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 da tarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 31960--31963 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. [375] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32019--32023 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [376] [377] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32334--32338 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [378] [379] Underfull \hbox (badness 10000) in paragraph at lines 32586--32589 []\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 da tarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 32593--32596 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. [380] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32648--32652 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [381] [382] [383] [384] [385] [386] [387] Underfull \hbox (badness 10000) in paragraph at lines 33553--33556 [] [388] Underfull \hbox (badness 10000) in paragraph at lines 33624--33627 [] [389] [390] Underfull \hbox (badness 10000) in paragraph at lines 33820--33823 [] Overfull \hbox (4.89491pt too wide) in paragraph at lines 33824--33827 [] [391] [392] [393] Underfull \hbox (badness 10000) in paragraph at lines 34049--34054 []\T1/qtm/m/n/10 [bool] Is `'True'' if chal-lenger mod-els is en-abled for this de- Underfull \hbox (badness 10000) in paragraph at lines 34049--34054 \T1/qtm/m/n/10 ploy-ment. To up-date ex-ist-ing `'chal-lenger_models'' set-ting s, see Underfull \hbox (badness 10000) in paragraph at lines 34128--34132 []\T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at -tributes, see [394] [395] [396] Underfull \hbox (badness 10000) in paragraph at lines 34519--34524 []\T1/qtm/m/n/10 [bool] If pre-dic-tions data col-lec-tion is en-abled for this de-ploy- Underfull \hbox (badness 10000) in paragraph at lines 34519--34524 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see [397] Underfull \hbox (badness 10000) in paragraph at lines 34587--34592 []\T1/qtm/m/n/10 [bool] If tar-get pre-dic-tion_warning is en-abled for this de -ploy- Underfull \hbox (badness 10000) in paragraph at lines 34587--34592 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [398] [399] [400] [401] [402] [403] [404] [405] [406] [407] Overfull \hbox (53.69485pt too wide) in paragraph at lines 35804--35807 [] [408] [409] [410] [411] [412] [413] [414] [415] [416] Overfull \hbox (10.41382pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [417] [418] [419] [420] [421] Overfull \hbox (77.69371pt too wide) in paragraph at lines 37222--37222 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.35371pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.0437pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (109.75372pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 is_external_baseline_dataset_valid\T1/qtm/m/n/10 , Overfull \hbox (70.54372pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [422] [423] Underfull \hbox (badness 10000) in paragraph at lines 37368--37371 []\T1/qtm/m/n/10 Scores on the [424] [425] [426] [427] [428] [429] [430] Underfull \hbox (badness 10000) in paragraph at lines 38263--38268 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [431] [432] [433] [434] Underfull \hbox (badness 10000) in paragraph at lines 38729--38734 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [435] [436] [437] Underfull \hbox (badness 8075) in paragraph at lines 39174--39178 []\T1/qtm/m/n/10 His-togram in-for-ma-tion as a mul-ti-cat-e-gor-i-cal_histogra m. The [438] Underfull \hbox (badness 10000) in paragraph at lines 39324--39327 []\T1/qtm/m/n/10 [list(dict)] List of joint prob-a-bil-ity val-ues with a schem a de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 39332--39335 []\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 39332--39335 \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 , [439] Underfull \hbox (badness 10000) in paragraph at lines 39391--39394 []\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 5787) in paragraph at lines 39450--39453 []\T1/qtm/m/n/10 [list(dict)] List of con-di-tional prob-a-bil-ity val-ues with a schema de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 39460--39463 []\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 39460--39463 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [440] Underfull \hbox (badness 10000) in paragraph at lines 39528--39532 []\T1/qtm/m/n/10 The con-di-tional prob-a-bil-i-ties for the re-quested [441] Underfull \hbox (badness 10000) in paragraph at lines 39603--39607 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 39603--39607 \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 39608--39612 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de- Underfull \hbox (badness 10000) in paragraph at lines 39608--39612 \T1/qtm/m/n/10 pen-dence for the data. Since `v2.19' this is op-tional and de-f aults to [442] [443] [444] [445] Underfull \hbox (badness 10000) in paragraph at lines 40030--40035 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40030--40035 \T1/qtm/m/n/10 dows set-tings. If present, time-aware joins will be used. Only al-lowed Underfull \hbox (badness 10000) in paragraph at lines 40030--40035 \T1/qtm/m/n/10 when fea-ture_derivation_window_start, fea-ture_derivation_windo w_end and fea- Underfull \hbox (badness 10000) in paragraph at lines 40036--40041 []\T1/qtm/m/n/10 Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 40094--40097 []\T1/qtm/m/n/10 Each el-e-ment is a \T1/txtt/m/n/10 datarobot.helpers. [446] Underfull \hbox (badness 10000) in paragraph at lines 40098--40103 []\T1/qtm/m/n/10 [list of fea-ture dis-cov-ery set-tings, op-tional] Each Underfull \hbox (badness 10000) in paragraph at lines 40098--40103 \T1/qtm/m/n/10 el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.helpe rs.feature_discovery. Underfull \hbox (badness 10000) in paragraph at lines 40156--40159 []\T1/qtm/m/n/10 The re-quested re-la-tion-ships [447] Underfull \hbox (badness 10000) in paragraph at lines 40194--40197 []\T1/qtm/m/n/10 Each el-e-ment is a \T1/txtt/m/n/10 datarobot.helpers. Underfull \hbox (badness 10000) in paragraph at lines 40198--40203 []\T1/qtm/m/n/10 [list of fea-ture dis-cov-ery set-tings, op-tional] Each Underfull \hbox (badness 10000) in paragraph at lines 40198--40203 \T1/qtm/m/n/10 el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.helpe rs.feature_discovery. [448] [449] Underfull \hbox (badness 10000) in paragraph at lines 40367--40370 []\T1/qtm/m/n/10 Col-umn(s) from the sec-ond Underfull \hbox (badness 10000) in paragraph at lines 40392--40397 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40392--40397 \T1/qtm/m/n/10 dows set-tings. If present, time-aware joins will be used. Only al-lowed Underfull \hbox (badness 10000) in paragraph at lines 40392--40397 \T1/qtm/m/n/10 when fea-ture_derivation_window_start, fea-ture_derivation_windo w_end and fea- Underfull \hbox (badness 10000) in paragraph at lines 40398--40403 []\T1/qtm/m/n/10 Clos-est value of pre-dic- [450] [451] [452] Underfull \hbox (badness 10000) in paragraph at lines 40643--40647 []\T1/qtm/m/n/10 cre-den-tials used by the sec-ondary Underfull \hbox (badness 10000) in paragraph at lines 40674--40678 []\T1/qtm/m/n/10 list of sec- [453] [454] Underfull \hbox (badness 10000) in paragraph at lines 40854--40857 []\T1/qtm/m/n/10 [list of Sec-ondary-Dataset-Con-fig-u-ra-tions] The re- [455] [456] [457] Overfull \hbox (14.04398pt too wide) in paragraph at lines 41180--41180 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [458] [459] [460] [461] [462] [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] [473] [474] [475] [476] [477] [478] Underfull \hbox (badness 10000) in paragraph at lines 43708--43712 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [479] [480] [481] [482] Underfull \hbox (badness 10000) in paragraph at lines 44148--44152 [] Underfull \hbox (badness 5359) in paragraph at lines 44148--44152 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 44156--44159 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 44163--44166 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 44170--44174 [] [483] [484] [485] [486] [487] [488] Overfull \hbox (11.75487pt too wide) in paragraph at lines 44921--44924 [] [489] Overfull \hbox (3.01492pt too wide) in paragraph at lines 45008--45011 [] [490] Underfull \hbox (badness 10000) in paragraph at lines 45174--45177 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [491] [492] Underfull \hbox (badness 10000) in paragraph at lines 45377--45382 []\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 45377--45382 [][]\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 [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 45598--45602 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 45603--45610 [] [495] Underfull \hbox (badness 10000) in paragraph at lines 45722--45725 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 45729--45733 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 45741--45745 [] [496] [497] Underfull \hbox (badness 10000) in paragraph at lines 45982--45992 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 45982--45992 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [498] Underfull \hbox (badness 10000) in paragraph at lines 46049--46054 []\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 46049--46054 [][]\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 [499] [500] [501] [502] [503] [504] [505] [506] Underfull \hbox (badness 10000) in paragraph at lines 46917--46921 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [507] [508] [509] [510] Underfull \hbox (badness 10000) in paragraph at lines 47357--47361 [] Underfull \hbox (badness 5359) in paragraph at lines 47357--47361 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 47365--47368 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 47372--47375 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 47379--47383 [] [511] [512] [513] [514] [515] [516] Overfull \hbox (11.75487pt too wide) in paragraph at lines 48130--48133 [] [517] Overfull \hbox (3.01492pt too wide) in paragraph at lines 48217--48220 [] [518] Underfull \hbox (badness 10000) in paragraph at lines 48360--48363 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [519] [520] Underfull \hbox (badness 10000) in paragraph at lines 48646--48650 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 48651--48658 [] [521] Underfull \hbox (badness 10000) in paragraph at lines 48770--48773 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 48777--48781 [] [522] Overfull \hbox (9.0348pt too wide) in paragraph at lines 48789--48793 [] [523] [524] [525] [526] [527] [528] [529] [530] Underfull \hbox (badness 10000) in paragraph at lines 49743--49747 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [531] [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 50183--50187 [] Underfull \hbox (badness 5359) in paragraph at lines 50183--50187 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 50191--50194 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 50198--50201 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 50205--50209 [] [535] [536] [537] [538] [539] [540] Overfull \hbox (11.75487pt too wide) in paragraph at lines 50956--50959 [] [541] Overfull \hbox (3.01492pt too wide) in paragraph at lines 51043--51046 [] [542] Underfull \hbox (badness 10000) in paragraph at lines 51209--51212 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [543] [544] Underfull \hbox (badness 10000) in paragraph at lines 51412--51417 []\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 51412--51417 [][]\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 [545] [546] Underfull \hbox (badness 10000) in paragraph at lines 51633--51637 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 51638--51645 [] [547] Underfull \hbox (badness 10000) in paragraph at lines 51757--51760 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 51764--51768 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 51776--51780 [] [548] [549] Underfull \hbox (badness 10000) in paragraph at lines 52017--52027 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 52017--52027 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [550] Underfull \hbox (badness 10000) in paragraph at lines 52084--52089 []\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 52084--52089 [][]\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 [551] [552] [553] Underfull \hbox (badness 6173) in paragraph at lines 52352--52357 []\T1/qtm/m/n/10 [str] which of train-ing_row_count, train-ing_duration, or tra in- [554] [555] Overfull \hbox (11.83478pt too wide) in paragraph at lines 52579--52583 [] [556] [557] Underfull \hbox (badness 10000) in paragraph at lines 52790--52795 []\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 52790--52795 [][]\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 [558] Underfull \hbox (badness 10000) in paragraph at lines 52933--52936 []\T1/qtm/m/n/10 The back-test Underfull \hbox (badness 10000) in paragraph at lines 52992--52995 []\T1/qtm/m/n/10 The back-test [559] Underfull \hbox (badness 10000) in paragraph at lines 53038--53041 []\T1/qtm/m/n/10 The back-test [560] [561] [562] [563] [564] [565] Underfull \hbox (badness 10000) in paragraph at lines 53676--53680 []\T1/qtm/m/n/10 [ForecastVsActualPlotPreview] a [][]\T1/txtt/m/sl/10 ForecastV sActualPlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [566] Underfull \hbox (badness 7047) in paragraph at lines 53838--53842 []\T1/qtm/m/n/10 [AnomalyOverTimePlotPreview] a [][]\T1/txtt/m/sl/10 AnomalyOve rTimePlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [567] [568] Underfull \hbox (badness 10000) in paragraph at lines 54014--54018 [] Underfull \hbox (badness 5359) in paragraph at lines 54014--54018 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 54022--54025 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 54029--54032 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 54036--54040 [] [569] [570] Underfull \hbox (badness 10000) in paragraph at lines 54173--54178 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 54217--54224 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 54275--54280 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Roc Curve data source. C heck [571] Underfull \hbox (badness 10000) in paragraph at lines 54319--54326 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) ROC curve data source. C heck [572] [573] [574] [575] [576] Underfull \hbox (badness 10000) in paragraph at lines 54862--54866 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [577] [578] [579] [580] [581] [582] Overfull \hbox (11.75487pt too wide) in paragraph at lines 55549--55552 [] Overfull \hbox (3.01492pt too wide) in paragraph at lines 55636--55639 [] [583] [584] Underfull \hbox (badness 10000) in paragraph at lines 55802--55805 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from Underfull \hbox (badness 10000) in paragraph at lines 55876--55881 []\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 55876--55881 [][]\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 [585] [586] Underfull \hbox (badness 10000) in paragraph at lines 56014--56018 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 56019--56026 [] [587] [588] Underfull \hbox (badness 10000) in paragraph at lines 56217--56222 []\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 56217--56222 [][]\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 [589] [590] [591] [592] [593] [594] [595] [596] [597] [598] [599] Underfull \hbox (badness 10000) in paragraph at lines 57492--57496 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [600] [601] [602] [603] Underfull \hbox (badness 10000) in paragraph at lines 57932--57936 [] Underfull \hbox (badness 5359) in paragraph at lines 57932--57936 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 57940--57943 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 57947--57950 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 57954--57958 [] [604] [605] [606] [607] [608] [609] Overfull \hbox (11.75487pt too wide) in paragraph at lines 58705--58708 [] [610] Overfull \hbox (3.01492pt too wide) in paragraph at lines 58792--58795 [] [611] Underfull \hbox (badness 10000) in paragraph at lines 58958--58961 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [612] [613] Underfull \hbox (badness 10000) in paragraph at lines 59161--59166 []\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 59161--59166 [][]\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 [614] [615] Underfull \hbox (badness 10000) in paragraph at lines 59382--59386 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 59387--59394 [] [616] Underfull \hbox (badness 10000) in paragraph at lines 59506--59509 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 59513--59517 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 59525--59529 [] [617] [618] Underfull \hbox (badness 10000) in paragraph at lines 59766--59776 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 59766--59776 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [619] Underfull \hbox (badness 10000) in paragraph at lines 59833--59838 []\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 59833--59838 [][]\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 [620] [621] [622] Underfull \hbox (badness 10000) in paragraph at lines 60144--60147 []\T1/qtm/m/n/10 [dict] ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied o n Overfull \hbox (26.8249pt too wide) in paragraph at lines 60148--60149 [] Underfull \hbox (badness 10000) in paragraph at lines 60148--60149 [623] [624] [625] [626] [627] [628] Overfull \hbox (3.26418pt too wide) in paragraph at lines 60962--60962 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 60971--60974 []\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 60981--60984 []\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 60991--60995 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60991--60995 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [629] Underfull \hbox (badness 10000) in paragraph at lines 61007--61012 []\T1/qtm/m/n/10 [str or None] The du-ra-tion of the hold-out scor-ing data. If [630] Underfull \hbox (badness 10000) in paragraph at lines 61152--61156 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [631] Underfull \hbox (badness 10000) in paragraph at lines 61260--61265 []\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 , [632] Underfull \hbox (badness 10000) in paragraph at lines 61360--61361 []\T1/qtm/m/n/10 [bool][Switch to us-ing the older a_priori key name in-stead o f [633] [634] Underfull \hbox (badness 10000) in paragraph at lines 61465--61469 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 61465--61469 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [635] [636] Underfull \hbox (badness 10000) in paragraph at lines 61690--61694 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [637] [638] [639] Underfull \hbox (badness 10000) in paragraph at lines 62063--62072 []\T1/qtm/m/n/10 [bool, op-tional] De-faults to \T1/txtt/m/n/10 False\T1/qtm/m/ n/10 . If \T1/txtt/m/n/10 False\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 62063--62072 \T1/qtm/m/n/10 will use a duration-based ap-proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qtm/m/n/10 , [640] [641] Underfull \hbox (badness 10000) in paragraph at lines 62239--62242 []\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 62239--62242 \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. [642] [643] Underfull \hbox (badness 10000) in paragraph at lines 62466--62469 []\T1/qtm/m/n/10 [pandas.Dataframe] the back-test at-tributes, for-mat-ted into a [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] Underfull \hbox (badness 10000) in paragraph at lines 63693--63696 []\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 63698--63701 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [654] Underfull \hbox (badness 6708) in paragraph at lines 63765--63770 []\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 63765--63770 \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, Underfull \hbox (badness 10000) in paragraph at lines 63780--63783 []\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 63785--63788 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [655] [656] [657] Overfull \hbox (15.28386pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [658] Underfull \hbox (badness 10000) in paragraph at lines 64232--64235 []\T1/qtm/m/n/10 [list] an ar-ray of dic-tio-nar-ies with a schema de-scribed a s Overfull \hbox (89.36382pt too wide) in paragraph at lines 64245--64245 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 64245--64245 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [659] [660] [661] [662] [663] [664] [665] [666] [667] Underfull \hbox (badness 10000) in paragraph at lines 65165--65170 []\T1/qtm/m/n/10 Raised if an ob-ject passed to the \T1/txtt/m/n/10 options \T1 /qtm/m/n/10 pa-ram-e-ter is not an [668] [669] [670] [671] [672] Underfull \hbox (badness 6412) in paragraph at lines 65728--65735 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 65728--65735 [][]\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 65728--65735 \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. [673] Overfull \hbox (1.56093pt too wide) in paragraph at lines 65812--65820 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [674] Underfull \hbox (badness 10000) in paragraph at lines 65949--65952 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [675] Underfull \hbox (badness 6412) in paragraph at lines 66083--66090 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 66083--66090 [][]\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 66083--66090 \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. [676] [677] Underfull \hbox (badness 6412) in paragraph at lines 66275--66282 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 66275--66282 [][]\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 66275--66282 \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. [678] Overfull \hbox (3.01492pt too wide) in paragraph at lines 66401--66404 [] Overfull \hbox (50.28496pt too wide) in paragraph at lines 66406--66409 [] [679] [680] [681] [682] [683] Underfull \hbox (badness 10000) in paragraph at lines 66887--66891 []\T1/qtm/m/n/10 Raised if \T1/txtt/m/n/10 forecast_point \T1/qtm/m/n/10 or \T1 /txtt/m/n/10 predictions_start_date \T1/qtm/m/n/10 and [684] [685] [686] [687] [688] [689] [690] [691] [692] [693] [694] Underfull \hbox (badness 10000) in paragraph at lines 68163--68173 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 68163--68173 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [695] Underfull \hbox (badness 10000) in paragraph at lines 68254--68259 []\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 68254--68259 [][]\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 [696] Underfull \hbox (badness 10000) in paragraph at lines 68348--68352 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. [697] Underfull \hbox (badness 10000) in paragraph at lines 68398--68402 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. Underfull \hbox (badness 10000) in paragraph at lines 68464--68468 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68639--68643 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68683--68687 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68740--68746 []\T1/qtm/m/n/10 This should be VER-BOSITY_LEVEL.SILENT or VER- [700] [701] [702] Underfull \hbox (badness 10000) in paragraph at lines 69003--69009 []\T1/qtm/m/n/10 (New in ver-sion v2.23) one of Underfull \hbox (badness 10000) in paragraph at lines 69003--69009 \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/ m/n/10 . Ap-pli-ca-ble Underfull \hbox (badness 10000) in paragraph at lines 69038--69043 []\T1/qtm/m/n/10 Time Se-ries only. Underfull \hbox (badness 10000) in paragraph at lines 69061--69068 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for Underfull \hbox (badness 10000) in paragraph at lines 69061--69068 \T1/qtm/m/n/10 cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/m/n/10 proporti onalParity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 69061--69068 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [703] Overfull \hbox (1.56093pt too wide) in paragraph at lines 69080--69088 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [704] Underfull \hbox (badness 10000) in paragraph at lines 69235--69239 []\T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/1 0 datarobot. [705] [706] [707] Underfull \hbox (badness 10000) in paragraph at lines 69512--69515 []\T1/qtm/m/n/10 If value of \T1/txtt/m/n/10 variable_type \T1/qtm/m/n/10 is no t from \T1/txtt/m/n/10 datarobot.enums. [708] [709] [710] Overfull \hbox (1.56093pt too wide) in paragraph at lines 70003--70011 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [711] [712] Underfull \hbox (badness 10000) in paragraph at lines 70204--70210 []\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 [713] [714] [715] [716] [717] [718] [719] [720] Overfull \hbox (47.95493pt too wide) in paragraph at lines 71147--71150 [] [721] Overfull \hbox (1.75493pt too wide) in paragraph at lines 71186--71189 [] [722] [723] Overfull \hbox (0.7738pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [724] Overfull \hbox (74.31384pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (57.84383pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (1.99382pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [725] Overfull \hbox (32.31396pt too wide) in paragraph at lines 71588--71588 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (15.84395pt too wide) in paragraph at lines 71588--71588 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [726] [727] [728] [729] [730] [731] [732] [733] [734] [735] [736] Underfull \hbox (badness 10000) in paragraph at lines 73012--73017 []\T1/qtm/m/n/10 [float] The to-tal of SHAP val-ues for fea-tures be-yond the [737] [738] [739] [740] [741] [742] [743] [744] [745] [746] [747] Overfull \hbox (5.70496pt too wide) in paragraph at lines 74306--74309 [] [748] [749] [750] [751] [752] Underfull \hbox (badness 10000) in paragraph at lines 74896--74899 []\T1/qtm/m/n/10 A [753] [754] Overfull \hbox (53.69485pt too wide) in paragraph at lines 75049--75052 [] Overfull \hbox (0.71489pt too wide) in paragraph at lines 75102--75105 [] [755] Overfull \hbox (40.76382pt too wide) in paragraph at lines 75190--75190 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 75200--75204 []\T1/qtm/m/n/10 The list of [756] Overfull \hbox (4.4887pt too wide) in paragraph at lines 75324--75324 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| Underfull \hbox (badness 10000) in paragraph at lines 75353--75356 []\T1/qtm/m/n/10 A Overfull \hbox (2.52364pt too wide) in paragraph at lines 75394--75394 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull \hbox (35.9886pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [757] Underfull \hbox (badness 10000) in paragraph at lines 75403--75407 []\T1/qtm/m/n/10 The role of the Overfull \hbox (10.33382pt too wide) in paragraph at lines 75445--75445 \T1/qtm/m/it/10 info_creator_full_name\T1/qtm/m/n/10 , Overfull \hbox (41.32385pt too wide) in paragraph at lines 75445--75445 \T1/qtm/m/it/10 last_modifier_full_name=None\T1/qtm/m/n/10 , [758] Overfull \hbox (0.71489pt too wide) in paragraph at lines 75500--75503 [] [759] [760] [761] [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] [774] [775] [776] [777] [778] [779] Overfull \hbox (18.28377pt too wide) in paragraph at lines 78017--78017 []\T1/qtm/m/it/10 document_index\T1/qtm/m/n/10 , Overfull \hbox (50.41376pt too wide) in paragraph at lines 78017--78017 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [780] Overfull \hbox (2.3038pt too wide) in paragraph at lines 78106--78106 \T1/qtm/m/it/10 ment_page_width\T1/qtm/m/n/10 , Overfull \hbox (5.17381pt too wide) in paragraph at lines 78106--78106 \T1/qtm/m/it/10 ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 78106--78106 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [781] [782] Overfull \hbox (5.07387pt too wide) in paragraph at lines 78249--78249 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [783] Overfull \hbox (10.32385pt too wide) in paragraph at lines 78312--78312 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 78368--78368 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [784] [785] [786] [787] [788] Underfull \hbox (badness 10000) in paragraph at lines 78855--78858 []\T1/qtm/m/n/10 Set-tings for the [789] [790] [791] [792] Overfull \hbox (16.12384pt too wide) in paragraph at lines 79407--79407 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [793] [794] [795] Overfull \hbox (52.87373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (0.50372pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (7.08371pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (36.60373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (5.91373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (14.24371pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (9.38373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (7.16373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (12.16373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (17.0537pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [796] Overfull \hbox (47.62375pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (30.75374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (1.83372pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (31.35374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (0.66374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (8.99373pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (4.13374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (1.91374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (6.91374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (11.80371pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [797] [798] [799] Underfull \hbox (badness 10000) in paragraph at lines 80073--80076 []\T1/qtm/m/n/10 Set-tings for the [800] [801] Underfull \hbox (badness 10000) in paragraph at lines 80265--80268 []\T1/qtm/m/n/10 The new vec-tor Underfull \hbox (badness 10000) in paragraph at lines 80285--80288 []\T1/qtm/m/n/10 Whether to re-move the vec-tor [802] [803] [804] [805] [806] [807] [808] [809] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.DatasetChunkDefinition' on page 810 undefined on input l ine 81301. 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Underfull \hbox (badness 10000) in paragraph at lines 81370--81372 [][][]\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 [811] Underfull \hbox (badness 10000) in paragraph at lines 81508--81510 []\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. [812] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.prompt_trace.PromptTrace' on page 813 undefined on input line 81590 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.prompt_trace.PromptTrace.list' on page 813 undefined on input line 81591. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.prompt_trace.PromptTrace.export_to_ai_catalog' on page 813 undefine d on input line 81592. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.Notebook.download_revision' on page 816 undefined on input line 81879. Underfull \hbox (badness 10000) in paragraph at lines 81878--81880 []\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/sl/10 Notebook \T1/ qtm/m/n/10 which in-cludes \T1/txtt/m/sl/10 Notebook.run \T1/qtm/m/n/10 and \T1 /txtt/m/sl/10 Notebook. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.NotebookScheduledJob' on page 816 undefined on input line 81883 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.NotebookScheduledRun' on page 816 undefined on input line 81887 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.model.Model.get_incremental_learning_metadata' on page 816 undefined on i nput line 81891. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.model.Model.start_incremental_learning' on page 816 undefined on input li ne 81895. [816] Underfull \hbox (badness 10000) in paragraph at lines 81965--81971 \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 81965--81971 [][]\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 81965--81971 \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 81965--81971 \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. Overfull \hbox (132.07492pt too wide) in paragraph at lines 82008--82010 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_v s_actuals_over_time [817] Overfull \hbox (28.7594pt too wide) in paragraph at lines 82042--82045 [] Underfull \hbox (badness 10000) in paragraph at lines 82042--82045 \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 [818] Underfull \hbox (badness 10000) in paragraph at lines 82148--82154 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 7888) in paragraph at lines 82180--82182 []\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 DatetimePartitioningId[][]\T1/qtm/m /n/10 , which can be passed as a \T1/qtm/m/it/10 par-ti-tion-ing_method \T1/qtm /m/n/10 to [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 82214--82223 \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 82214--82223 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 82214--82223 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] [819] Underfull \hbox (badness 10000) in paragraph at lines 82236--82249 \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 82236--82249 [][]\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 82236--82249 \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 82285--82287 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var Overfull \hbox (38.23495pt too wide) in paragraph at lines 82294--82296 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_o ver_time [820] Underfull \hbox (badness 10000) in paragraph at lines 82336--82351 \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 82336--82351 [][]\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 82336--82351 [][]\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 82381--82383 []\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 82405--82407 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [821] Underfull \hbox (badness 10000) in paragraph at lines 82519--82521 []\T1/qtm/m/n/10 The sliced in-sight API end-point \T1/qtm/m/it/10 GET: api/v2/ insights// \T1/qtm/m/n/10 re-turns a pag-i-nated re- Underfull \hbox (badness 10000) in paragraph at lines 82533--82536 []\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 82543--82546 []\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 82558--82561 []\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. Underfull \hbox (badness 10000) in paragraph at lines 82563--82566 []\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. [822] Underfull \hbox (badness 10000) in paragraph at lines 82573--82576 []\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 /sl/10 DataStore. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching' on page 823 undefined on input line 82624. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatchingQuery' on page 823 undefined on input line 8262 8. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatchingQuery.get_result' on page 823 undefined on inpu t line 82634. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatchingQuery' on page 823 undefined on input line 8263 4. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching' on page 823 undefined on input line 82637. Overfull \hbox (248.73975pt too wide) in paragraph at lines 82637--82638 [] Underfull \hbox (badness 10000) in paragraph at lines 82637--82638 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data' on page 823 undefined on inp ut line 82640. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data_for_model' on page 823 undefi ned on input line 82644. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data_for_featurelist' on page 823 undefined on input line 82648. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.model_lineage.ModelLineage' on page 823 undefined on input line 82656. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching' on page 823 undefined on input line 82659. Overfull \hbox (1039.5398pt too wide) in paragraph at lines 82659--82660 [] Underfull \hbox (badness 10000) in paragraph at lines 82659--82660 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data' on page 823 undefined on inp ut line 82662. 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[823] Underfull \hbox (badness 10000) in paragraph at lines 82715--82719 []\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 82715--82719 [][]\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 82721--82726 []\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 82721--82726 [][]\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 82752--82756 []\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class : [][]\T1/txtt/m/sl/10 ImageAugmentationList.list[][]\T1/qtm/m/n/10 , [824] [825] [826] Underfull \hbox (badness 10000) in paragraph at lines 83092--83095 []\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 83097--83099 []\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. [827] Underfull \hbox (badness 10000) in paragraph at lines 83180--83182 [][][]\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 83184--83186 [][][]\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 83216--83218 []\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. [828] Underfull \hbox (badness 10000) in paragraph at lines 83268--83273 []\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 83268--83273 \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 `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy' on page 829 undefined on input line 83277. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicyRun' on page 829 undefined on input line 83282 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy' on page 829 undefined on input line 83286. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy.get' on page 829 undefined on input line 8328 7. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy.delete' on page 829 undefined on input line 8 3288. Underfull \hbox (badness 10000) in paragraph at lines 83310--83317 []\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex- pla-na-tions (\T1/qtm/m/it/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in [829] Underfull \hbox (badness 10000) in paragraph at lines 83361--83374 \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 83361--83374 \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 83361--83374 \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 83361--83374 \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 83361--83374 \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. [830] Underfull \hbox (badness 10000) in paragraph at lines 83487--83489 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/qtm/m/it/10 fea-ture_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobo t. Underfull \hbox (badness 10000) in paragraph at lines 83505--83508 []\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 [831] [832] Overfull \hbox (52.89496pt too wide) in paragraph at lines 83717--83718 [] Underfull \hbox (badness 10000) in paragraph at lines 83717--83718 Underfull \hbox (badness 10000) in paragraph at lines 83731--83733 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (917 pages, 4193926 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: References changed. 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[3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) [5] (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) Underfull \hbox (badness 10000) in paragraph at lines 305--308 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes .csv da ta from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 314--318 [][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes data from a data source. 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[45] Underfull \hbox (badness 10000) in paragraph at lines 2869--2874 \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 [46] Underfull \hbox (badness 10000) in paragraph at lines 2901--2906 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2901--2906 [][]\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 [47] [48] [49] [50] [51] Underfull \hbox (badness 6141) in paragraph at lines 3317--3324 []\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- [52] [53] [54] [55] Underfull \hbox (badness 10000) in paragraph at lines 3605--3610 []\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. [56] [57] Overfull \vbox (1.97241pt too high) detected at line 3803 [58] [59] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3831 ├── 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 for immediate help. ... l.3831 ├── abyssinian ! 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Type H for immediate help. ... l.3836 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3837 ...├── 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 for immediate help. ... l.3838 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3838 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3838 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3838 │ ├── … [60] [61] [62 <./sample1.png> <./sample2.png>] [63] [64 <./activation_map1.png> <./activation_map2.png>] [65] [66 <./embeddings.png>] Overfull \vbox (0.56935pt too high) detected at line 4181 [67] [68] [69] [70] Underfull \hbox (badness 7012) in paragraph at lines 4364--4367 []\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 [71] Underfull \hbox (badness 10000) in paragraph at lines 4414--4417 []\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 [72] [73] [74] [75] [76] [77] [78] [79] ! 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 for immediate help. ... l.5174 ...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 for immediate help. ... l.5174 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [80] [81] [82] [83] [84] [85] [86] [87] [88] [89] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. 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Type H for immediate help. ... l.5782 ├  ├──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 for immediate help. ... l.5782 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5783 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5784 ├  ├──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 for immediate help. ... l.5785 ├── 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 for immediate help. ... l.5785 ├── 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 for immediate help. ... l.5785 ├── data.csv [90] [91] [92] [93] [94] [95] [96] Underfull \hbox (badness 10000) in paragraph at lines 6196--6203 \T1/qtm/b/n/10 Note: \T1/txtt/m/n/10 PredictionExplanations.get_all_as_datafra me() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [97] [98] Overfull \vbox (0.7195pt too high) detected at line 6361 [99] [100] [101] [102] [103] [104] [105] [106] [107] [108] [109] [110] [111] [112] [113] [114] Underfull \hbox (badness 10000) in paragraph at lines 7304--7309 []\T1/qtm/m/n/10 If you just want to get gen-er-ated pre-dic-tions from a Pre-d ic-tJob, you can use the \T1/txtt/m/n/10 PredictJob. [115] [116] [117] [118] [119] [120] [121] [122] [123] [124] Overfull \vbox (2.72194pt too high) detected at line 8054 [125] [126] [127] Underfull \hbox (badness 5231) in paragraph at lines 8187--8192 []\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 8263--8266 \T1/qtm/m/n/10 minute val- Underfull \hbox (badness 7981) in paragraph at lines 8263--8266 \T1/qtm/m/n/10 hour of the Underfull \hbox (badness 10000) in paragraph at lines 8276--8279 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8276--8279 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 5741) in paragraph at lines 8276--8279 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8289--8291 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (8.34909pt too wide) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.59908pt too wide) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8292--8295 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 5741) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8305--8307 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.84909pt too wide) in paragraph at lines 8308--8311 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 run both Underfull \hbox (badness 7981) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (8.34909pt too wide) in paragraph at lines 8308--8311 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8308--8311 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8321--8323 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 5741) in paragraph at lines 8321--8323 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8321--8323 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8321--8323 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.5991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 this field Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (3.0991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (8.34909pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (3.0991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 will trig-ger Overfull \hbox (3.0991pt too wide) in paragraph at lines 8324--8328 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8324--8328 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8329--8332 \T1/qtm/m/n/10 such as Underfull \hbox (badness 10000) in paragraph at lines 8329--8332 \T1/qtm/m/n/10 Febru-ary Underfull \hbox (badness 6032) in paragraph at lines 8329--8332 \T1/qtm/m/n/10 31st are ig- [128] Overfull \vbox (691.36992pt too high) has occurred while \output is active [129] Underfull \hbox (badness 5832) in paragraph at lines 8340--8346 []\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 8340--8346 \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 Underfull \hbox (badness 10000) in paragraph at lines 8383--8386 []\T1/qtm/m/n/10 When cre-at-ing a new de-ploy-ment, a DataRobot \T1/txtt/m/n/1 0 registered_model_version_id\TS1/txtt/m/n/10 ``\T1/txtt/m/n/10 (also known as [130] [131] [132] [133] [134] Overfull \vbox (1.97241pt too high) detected at line 8756 [135] [136] [137] [138] [139] [140] [141] [142] [143] [144] Overfull \vbox (1.61494pt too high) detected at line 9417 [145] Underfull \hbox (badness 10000) in paragraph at lines 9419--9423 \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. [146] [147] [148] [149] [150] [151] [152] [153] [154] [155] Overfull \vbox (7.61494pt too high) detected at line 10057 [156] [157] [158] [159] [160] [161] [162] [163] [164] Underfull \hbox (badness 10000) in paragraph at lines 10660--10663 []\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 [165] [166] [167] Overfull \vbox (2.67389pt too high) detected at line 10876 [168] Overfull \vbox (1.97238pt too high) detected at line 10940 [169] [170] [171] [172] [173] Underfull \hbox (badness 10000) in paragraph at lines 11191--11195 []\T1/qtm/m/n/10 cus-tom_model.update(is_training_data_for_versions_permanently _enabled=True) cus- [174] [175] [176] [177] [178] [179] [180] [181] [182] [183] [184] [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12064--12067 []\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] [193] [194] [195] [196] [197] [198] [199] [200] [201] [202] Underfull \hbox (badness 10000) in paragraph at lines 13056--13059 []\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 [203] [204] [205] [206] Underfull \hbox (badness 10000) in paragraph at lines 13351--13358 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal- Underfull \hbox (badness 10000) in paragraph at lines 13351--13358 \T1/qtm/m/n/10 cu-lat-ing fair-ness. Can be one of \T1/txtt/m/n/10 proportional Parity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13351--13358 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [207] [208] [209] Underfull \hbox (badness 10000) in paragraph at lines 13666--13670 []\T1/qtm/m/n/10 Fil-ter by \T1/qtm/m/it/10 sta-tus \T1/qtm/m/n/10 == Anoma-lyA ssess-mentSta- [210] [211] [212] Overfull \hbox (14.55872pt too wide) in paragraph at lines 14073--14073 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [213] Underfull \hbox (badness 10000) in paragraph at lines 14229--14233 []\T1/qtm/m/n/10 greater or [214] [215] Underfull \hbox (badness 10000) in paragraph at lines 14395--14400 []\T1/qtm/m/n/10 Op-tional. Fil-ter [216] [217] [218] [219] [220] [221] [222] Underfull \hbox (badness 10000) in paragraph at lines 15262--15266 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15267--15271 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [223] Underfull \hbox (badness 10000) in paragraph at lines 15311--15315 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15316--15320 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [224] Underfull \hbox (badness 10000) in paragraph at lines 15476--15479 []\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. [225] [226] [227] [228] [229] [230] [231] [232] [233] [234] [235] [236] [237] [238] [239] [240] [241] [242] [243] [244] [245] [246] [247] [248] [249] [250] [251] [252] [253] Underfull \hbox (badness 10000) in paragraph at lines 18406--18410 []\T1/qtm/m/n/10 [str or None] Type of au-to-mated doc-u-ment. You can spec-ify : [254] [255] [256] Overfull \hbox (8.64493pt too wide) in paragraph at lines 18744--18745 [] Underfull \hbox (badness 10000) in paragraph at lines 18744--18745 [257] [258] [259] [260] [261] [262] [263] [264] [265] [266] [267] [268] [269] Overfull \hbox (13.15462pt too wide) in paragraph at lines 20181--20182 [] Underfull \hbox (badness 10000) in paragraph at lines 20181--20182 [270] [271] [272] [273] [274] [275] [276] Underfull \hbox (badness 6641) in paragraph at lines 20885--20888 []\T1/qtm/m/n/10 The list [277] [278] [279] Overfull \hbox (4.56378pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 21097--21097 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| Overfull \hbox (47.95493pt too wide) in paragraph at lines 21129--21132 [] [280] Overfull \hbox (1.75493pt too wide) in paragraph at lines 21168--21171 [] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] Overfull \hbox (18.09383pt too wide) in paragraph at lines 22167--22167 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 22167--22167 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [293] [294] Overfull \hbox (23.3838pt too wide) in paragraph at lines 22418--22418 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 22418--22418 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [295] [296] Underfull \hbox (badness 10000) in paragraph at lines 22737--22742 []\T1/qtm/m/n/10 Ad-di-tional pa- [297] [298] Underfull \hbox (badness 10000) in paragraph at lines 22910--22915 []\T1/qtm/m/n/10 Ad-di-tional pa- [299] Underfull \hbox (badness 10000) in paragraph at lines 23103--23108 []\T1/qtm/m/n/10 Ad-di-tional pa- [300] [301] [302] Underfull \hbox (badness 10000) in paragraph at lines 23479--23485 \T1/qtm/m/n/10 ues: [\T1/qtm/m/it/10 datarobot.TARGET_TYPE.BINARY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , Underfull \hbox (badness 5924) in paragraph at lines 23479--23485 \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 , Underfull \hbox (badness 7203) in paragraph at lines 23486--23491 []\T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 [] Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \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 23548--23555 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 10000) in paragraph at lines 23548--23555 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported [303] [304] Underfull \hbox (badness 10000) in paragraph at lines 23733--23739 []\T1/qtm/m/n/10 Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 23733--23739 \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 23733--23739 \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 23733--23739 \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 ] Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 [] Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 \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 23775--23782 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 23775--23782 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ] Note: Underfull \hbox (badness 5175) in paragraph at lines 23775--23782 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 23792--23796 []\T1/qtm/m/n/10 Per-ma-nently en- [305] Underfull \hbox (badness 10000) in paragraph at lines 23921--23925 []\T1/qtm/m/n/10 Per-ma-nently en- [306] Overfull \hbox (70.84099pt too wide) in paragraph at lines 24081--24087 []\T1/qtm/m/n/10 the type of the im-age, ei-ther CUS-TOM_MODEL_IMAGE_TYPE.CUSTO M_MODEL_IMAGE Underfull \hbox (badness 10000) in paragraph at lines 24081--24087 \T1/qtm/m/n/10 if the test-ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as it s model or CUS- [307] Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 [] Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \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 24125--24131 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 10000) in paragraph at lines 24125--24131 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 [] Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 \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 24173--24180 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24173--24180 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 5175) in paragraph at lines 24173--24180 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported [308] [309] Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 [] Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \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 24455--24461 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 10000) in paragraph at lines 24455--24461 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported [310] [311] Underfull \hbox (badness 10000) in paragraph at lines 24573--24584 \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 24573--24584 \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 24585--24592 [] Underfull \hbox (badness 10000) in paragraph at lines 24585--24592 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24585--24592 \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 24585--24592 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24585--24592 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 5175) in paragraph at lines 24585--24592 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 24602--24606 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [312] [313] Underfull \hbox (badness 10000) in paragraph at lines 24775--24786 \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 24775--24786 \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 24792--24799 [] Underfull \hbox (badness 10000) in paragraph at lines 24792--24799 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 24792--24799 \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 24792--24799 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24792--24799 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.PUBLIC\T1/qtm/m/n/10 ]. Note: Underfull \hbox (badness 5175) in paragraph at lines 24792--24799 \T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS \T1/qtm/m/n/10 va lue is only sup-ported Underfull \hbox (badness 10000) in paragraph at lines 24809--24813 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [314] [315] [316] [317] [318] [319] [320] [321] [322] [323] Underfull \hbox (badness 10000) in paragraph at lines 26145--26149 \T1/qtm/m/n/10 See datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [324] [325] [326] [327] Underfull \hbox (badness 10000) in paragraph at lines 26557--26562 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to [328] Underfull \hbox (badness 10000) in paragraph at lines 26756--26760 []\T1/qtm/m/n/10 the tar-get typed Underfull \hbox (badness 10000) in paragraph at lines 26791--26797 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be Underfull \hbox (badness 10000) in paragraph at lines 26791--26797 \T1/qtm/m/n/10 cal-i-brated to be be-tween 0 and 1 by DR. if None, uses de-faul t value Underfull \hbox (badness 10000) in paragraph at lines 26791--26797 \T1/qtm/m/n/10 from DR app (True). only ap-plies to cus-tom es-ti-ma-tors with tar-get type [329] [330] [331] [332] Underfull \hbox (badness 10000) in paragraph at lines 27229--27233 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27234--27239 []\T1/qtm/m/n/10 You must Underfull \hbox (badness 10000) in paragraph at lines 27304--27308 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27309--27314 []\T1/qtm/m/n/10 You must [333] [334] Underfull \hbox (badness 10000) in paragraph at lines 27468--27472 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [335] [336] [337] [338] [339] [340] Underfull \hbox (badness 10000) in paragraph at lines 28264--28267 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [341] Underfull \hbox (badness 10000) in paragraph at lines 28320--28323 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [342] [343] [344] [345] [346] [347] [348] [349] [350] [351] [352] [353] [354] [355] Underfull \hbox (badness 10000) in paragraph at lines 29814--29818 []\T1/qtm/m/n/10 Fil-ter avail-able Underfull \hbox (badness 10000) in paragraph at lines 29876--29880 []\T1/qtm/m/n/10 Fil-ter avail-able [356] Overfull \vbox (1.47964pt too high) detected at line 30012 [357] [358] [359] [360] [361] [362] [363] Underfull \hbox (badness 10000) in paragraph at lines 30829--30837 \T1/qtm/m/n/10 - for \T1/qtm/m/it/10 query \T1/qtm/m/n/10 based data-sources - `[][]$https : / / s3 . amazonaws . com / datarobot _ test / [364] [365] [366] [367] [368] [369] Overfull \hbox (7.10396pt too wide) in paragraph at lines 31479--31479 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [370] [371] [372] [373] [374] Underfull \hbox (badness 10000) in paragraph at lines 31953--31956 []\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 da tarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 31960--31963 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. [375] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32019--32023 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [376] [377] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32334--32338 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [378] [379] Underfull \hbox (badness 10000) in paragraph at lines 32586--32589 []\T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 da tarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 32593--32596 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. [380] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32648--32652 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [381] [382] [383] [384] [385] [386] [387] Underfull \hbox (badness 10000) in paragraph at lines 33553--33556 [] [388] Underfull \hbox (badness 10000) in paragraph at lines 33624--33627 [] [389] [390] Underfull \hbox (badness 10000) in paragraph at lines 33820--33823 [] Overfull \hbox (4.89491pt too wide) in paragraph at lines 33824--33827 [] [391] [392] [393] Underfull \hbox (badness 10000) in paragraph at lines 34049--34054 []\T1/qtm/m/n/10 [bool] Is `'True'' if chal-lenger mod-els is en-abled for this de- Underfull \hbox (badness 10000) in paragraph at lines 34049--34054 \T1/qtm/m/n/10 ploy-ment. To up-date ex-ist-ing `'chal-lenger_models'' set-ting s, see Underfull \hbox (badness 10000) in paragraph at lines 34128--34132 []\T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at -tributes, see [394] [395] [396] Underfull \hbox (badness 10000) in paragraph at lines 34519--34524 []\T1/qtm/m/n/10 [bool] If pre-dic-tions data col-lec-tion is en-abled for this de-ploy- Underfull \hbox (badness 10000) in paragraph at lines 34519--34524 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see [397] Underfull \hbox (badness 10000) in paragraph at lines 34587--34592 []\T1/qtm/m/n/10 [bool] If tar-get pre-dic-tion_warning is en-abled for this de -ploy- Underfull \hbox (badness 10000) in paragraph at lines 34587--34592 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [398] [399] [400] [401] [402] [403] [404] [405] [406] [407] Overfull \hbox (53.69485pt too wide) in paragraph at lines 35804--35807 [] [408] [409] [410] [411] [412] [413] [414] [415] [416] Overfull \hbox (10.41382pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 36988--36988 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [417] [418] [419] [420] [421] Overfull \hbox (77.69371pt too wide) in paragraph at lines 37222--37222 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.35371pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.0437pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (109.75372pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 is_external_baseline_dataset_valid\T1/qtm/m/n/10 , Overfull \hbox (70.54372pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 37222--37222 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [422] [423] Underfull \hbox (badness 10000) in paragraph at lines 37368--37371 []\T1/qtm/m/n/10 Scores on the [424] [425] [426] [427] [428] [429] [430] Underfull \hbox (badness 10000) in paragraph at lines 38263--38268 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [431] [432] [433] [434] Underfull \hbox (badness 10000) in paragraph at lines 38729--38734 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [435] [436] [437] Underfull \hbox (badness 8075) in paragraph at lines 39174--39178 []\T1/qtm/m/n/10 His-togram in-for-ma-tion as a mul-ti-cat-e-gor-i-cal_histogra m. The [438] Underfull \hbox (badness 10000) in paragraph at lines 39324--39327 []\T1/qtm/m/n/10 [list(dict)] List of joint prob-a-bil-ity val-ues with a schem a de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 39332--39335 []\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 39332--39335 \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 , [439] Underfull \hbox (badness 10000) in paragraph at lines 39391--39394 []\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 5787) in paragraph at lines 39450--39453 []\T1/qtm/m/n/10 [list(dict)] List of con-di-tional prob-a-bil-ity val-ues with a schema de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 39460--39463 []\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 39460--39463 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [440] Underfull \hbox (badness 10000) in paragraph at lines 39528--39532 []\T1/qtm/m/n/10 The con-di-tional prob-a-bil-i-ties for the re-quested [441] Underfull \hbox (badness 10000) in paragraph at lines 39603--39607 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 39603--39607 \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 39608--39612 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de- Underfull \hbox (badness 10000) in paragraph at lines 39608--39612 \T1/qtm/m/n/10 pen-dence for the data. Since `v2.19' this is op-tional and de-f aults to [442] [443] [444] [445] Underfull \hbox (badness 10000) in paragraph at lines 40030--40035 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40030--40035 \T1/qtm/m/n/10 dows set-tings. If present, time-aware joins will be used. Only al-lowed Underfull \hbox (badness 10000) in paragraph at lines 40030--40035 \T1/qtm/m/n/10 when fea-ture_derivation_window_start, fea-ture_derivation_windo w_end and fea- Underfull \hbox (badness 10000) in paragraph at lines 40036--40041 []\T1/qtm/m/n/10 Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 40094--40097 []\T1/qtm/m/n/10 Each el-e-ment is a \T1/txtt/m/n/10 datarobot.helpers. [446] Underfull \hbox (badness 10000) in paragraph at lines 40098--40103 []\T1/qtm/m/n/10 [list of fea-ture dis-cov-ery set-tings, op-tional] Each Underfull \hbox (badness 10000) in paragraph at lines 40098--40103 \T1/qtm/m/n/10 el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.helpe rs.feature_discovery. Underfull \hbox (badness 10000) in paragraph at lines 40156--40159 []\T1/qtm/m/n/10 The re-quested re-la-tion-ships [447] Underfull \hbox (badness 10000) in paragraph at lines 40194--40197 []\T1/qtm/m/n/10 Each el-e-ment is a \T1/txtt/m/n/10 datarobot.helpers. Underfull \hbox (badness 10000) in paragraph at lines 40198--40203 []\T1/qtm/m/n/10 [list of fea-ture dis-cov-ery set-tings, op-tional] Each Underfull \hbox (badness 10000) in paragraph at lines 40198--40203 \T1/qtm/m/n/10 el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot.helpe rs.feature_discovery. [448] [449] Underfull \hbox (badness 10000) in paragraph at lines 40367--40370 []\T1/qtm/m/n/10 Col-umn(s) from the sec-ond Underfull \hbox (badness 10000) in paragraph at lines 40392--40397 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40392--40397 \T1/qtm/m/n/10 dows set-tings. If present, time-aware joins will be used. Only al-lowed Underfull \hbox (badness 10000) in paragraph at lines 40392--40397 \T1/qtm/m/n/10 when fea-ture_derivation_window_start, fea-ture_derivation_windo w_end and fea- Underfull \hbox (badness 10000) in paragraph at lines 40398--40403 []\T1/qtm/m/n/10 Clos-est value of pre-dic- [450] [451] [452] Underfull \hbox (badness 10000) in paragraph at lines 40643--40647 []\T1/qtm/m/n/10 cre-den-tials used by the sec-ondary Underfull \hbox (badness 10000) in paragraph at lines 40674--40678 []\T1/qtm/m/n/10 list of sec- [453] [454] Underfull \hbox (badness 10000) in paragraph at lines 40854--40857 []\T1/qtm/m/n/10 [list of Sec-ondary-Dataset-Con-fig-u-ra-tions] The re- [455] [456] [457] Overfull \hbox (14.04398pt too wide) in paragraph at lines 41180--41180 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [458] [459] [460] [461] [462] [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] [473] [474] [475] [476] [477] [478] Underfull \hbox (badness 10000) in paragraph at lines 43708--43712 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [479] [480] [481] [482] Underfull \hbox (badness 10000) in paragraph at lines 44148--44152 [] Underfull \hbox (badness 5359) in paragraph at lines 44148--44152 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 44156--44159 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 44163--44166 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 44170--44174 [] [483] [484] [485] [486] [487] [488] Overfull \hbox (11.75487pt too wide) in paragraph at lines 44921--44924 [] [489] Overfull \hbox (3.01492pt too wide) in paragraph at lines 45008--45011 [] [490] Underfull \hbox (badness 10000) in paragraph at lines 45174--45177 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [491] [492] Underfull \hbox (badness 10000) in paragraph at lines 45377--45382 []\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 45377--45382 [][]\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 [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 45598--45602 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 45603--45610 [] [495] Underfull \hbox (badness 10000) in paragraph at lines 45722--45725 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 45729--45733 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 45741--45745 [] [496] [497] Underfull \hbox (badness 10000) in paragraph at lines 45982--45992 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 45982--45992 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [498] Underfull \hbox (badness 10000) in paragraph at lines 46049--46054 []\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 46049--46054 [][]\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 [499] [500] [501] [502] [503] [504] [505] [506] Underfull \hbox (badness 10000) in paragraph at lines 46917--46921 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [507] [508] [509] [510] Underfull \hbox (badness 10000) in paragraph at lines 47357--47361 [] Underfull \hbox (badness 5359) in paragraph at lines 47357--47361 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 47365--47368 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 47372--47375 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 47379--47383 [] [511] [512] [513] [514] [515] [516] Overfull \hbox (11.75487pt too wide) in paragraph at lines 48130--48133 [] [517] Overfull \hbox (3.01492pt too wide) in paragraph at lines 48217--48220 [] [518] Underfull \hbox (badness 10000) in paragraph at lines 48360--48363 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [519] [520] Underfull \hbox (badness 10000) in paragraph at lines 48646--48650 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 48651--48658 [] [521] Underfull \hbox (badness 10000) in paragraph at lines 48770--48773 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 48777--48781 [] [522] Overfull \hbox (9.0348pt too wide) in paragraph at lines 48789--48793 [] [523] [524] [525] [526] [527] [528] [529] [530] Underfull \hbox (badness 10000) in paragraph at lines 49743--49747 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [531] [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 50183--50187 [] Underfull \hbox (badness 5359) in paragraph at lines 50183--50187 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 50191--50194 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 50198--50201 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 50205--50209 [] [535] [536] [537] [538] [539] [540] Overfull \hbox (11.75487pt too wide) in paragraph at lines 50956--50959 [] [541] Overfull \hbox (3.01492pt too wide) in paragraph at lines 51043--51046 [] [542] Underfull \hbox (badness 10000) in paragraph at lines 51209--51212 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [543] [544] Underfull \hbox (badness 10000) in paragraph at lines 51412--51417 []\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 51412--51417 [][]\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 [545] [546] Underfull \hbox (badness 10000) in paragraph at lines 51633--51637 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 51638--51645 [] [547] Underfull \hbox (badness 10000) in paragraph at lines 51757--51760 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 51764--51768 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 51776--51780 [] [548] [549] Underfull \hbox (badness 10000) in paragraph at lines 52017--52027 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 52017--52027 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [550] Underfull \hbox (badness 10000) in paragraph at lines 52084--52089 []\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 52084--52089 [][]\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 [551] [552] [553] Underfull \hbox (badness 6173) in paragraph at lines 52352--52357 []\T1/qtm/m/n/10 [str] which of train-ing_row_count, train-ing_duration, or tra in- [554] [555] Overfull \hbox (11.83478pt too wide) in paragraph at lines 52579--52583 [] [556] [557] Underfull \hbox (badness 10000) in paragraph at lines 52790--52795 []\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 52790--52795 [][]\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 [558] Underfull \hbox (badness 10000) in paragraph at lines 52933--52936 []\T1/qtm/m/n/10 The back-test Underfull \hbox (badness 10000) in paragraph at lines 52992--52995 []\T1/qtm/m/n/10 The back-test [559] Underfull \hbox (badness 10000) in paragraph at lines 53038--53041 []\T1/qtm/m/n/10 The back-test [560] [561] [562] [563] [564] [565] Underfull \hbox (badness 10000) in paragraph at lines 53676--53680 []\T1/qtm/m/n/10 [ForecastVsActualPlotPreview] a [][]\T1/txtt/m/sl/10 ForecastV sActualPlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [566] Underfull \hbox (badness 7047) in paragraph at lines 53838--53842 []\T1/qtm/m/n/10 [AnomalyOverTimePlotPreview] a [][]\T1/txtt/m/sl/10 AnomalyOve rTimePlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [567] [568] Underfull \hbox (badness 10000) in paragraph at lines 54014--54018 [] Underfull \hbox (badness 5359) in paragraph at lines 54014--54018 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 54022--54025 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 54029--54032 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 54036--54040 [] [569] [570] Underfull \hbox (badness 10000) in paragraph at lines 54173--54178 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 54217--54224 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 54275--54280 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Roc Curve data source. C heck [571] Underfull \hbox (badness 10000) in paragraph at lines 54319--54326 []\T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) ROC curve data source. C heck [572] [573] [574] [575] [576] Underfull \hbox (badness 10000) in paragraph at lines 54862--54866 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [577] [578] [579] [580] [581] [582] Overfull \hbox (11.75487pt too wide) in paragraph at lines 55549--55552 [] Overfull \hbox (3.01492pt too wide) in paragraph at lines 55636--55639 [] [583] [584] Underfull \hbox (badness 10000) in paragraph at lines 55802--55805 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from Underfull \hbox (badness 10000) in paragraph at lines 55876--55881 []\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 55876--55881 [][]\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 [585] [586] Underfull \hbox (badness 10000) in paragraph at lines 56014--56018 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 56019--56026 [] [587] [588] Underfull \hbox (badness 10000) in paragraph at lines 56217--56222 []\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 56217--56222 [][]\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 [589] [590] [591] [592] [593] [594] [595] [596] [597] [598] [599] Underfull \hbox (badness 10000) in paragraph at lines 57492--57496 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [600] [601] [602] [603] Underfull \hbox (badness 10000) in paragraph at lines 57932--57936 [] Underfull \hbox (badness 5359) in paragraph at lines 57932--57936 \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 Overfull \hbox (10.2848pt too wide) in paragraph at lines 57940--57943 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 57947--57950 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 57954--57958 [] [604] [605] [606] [607] [608] [609] Overfull \hbox (11.75487pt too wide) in paragraph at lines 58705--58708 [] [610] Overfull \hbox (3.01492pt too wide) in paragraph at lines 58792--58795 [] [611] Underfull \hbox (badness 10000) in paragraph at lines 58958--58961 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [612] [613] Underfull \hbox (badness 10000) in paragraph at lines 59161--59166 []\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 59161--59166 [][]\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 [614] [615] Underfull \hbox (badness 10000) in paragraph at lines 59382--59386 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 59387--59394 [] [616] Underfull \hbox (badness 10000) in paragraph at lines 59506--59509 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 59513--59517 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 59525--59529 [] [617] [618] Underfull \hbox (badness 10000) in paragraph at lines 59766--59776 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 59766--59776 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [619] Underfull \hbox (badness 10000) in paragraph at lines 59833--59838 []\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 59833--59838 [][]\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 [620] [621] [622] Underfull \hbox (badness 10000) in paragraph at lines 60144--60147 []\T1/qtm/m/n/10 [dict] ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied o n Overfull \hbox (26.8249pt too wide) in paragraph at lines 60148--60149 [] Underfull \hbox (badness 10000) in paragraph at lines 60148--60149 [623] [624] [625] [626] [627] [628] Overfull \hbox (3.26418pt too wide) in paragraph at lines 60962--60962 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 60971--60974 []\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 60981--60984 []\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 60991--60995 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60991--60995 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [629] Underfull \hbox (badness 10000) in paragraph at lines 61007--61012 []\T1/qtm/m/n/10 [str or None] The du-ra-tion of the hold-out scor-ing data. If [630] Underfull \hbox (badness 10000) in paragraph at lines 61152--61156 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [631] Underfull \hbox (badness 10000) in paragraph at lines 61260--61265 []\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 , [632] Underfull \hbox (badness 10000) in paragraph at lines 61360--61361 []\T1/qtm/m/n/10 [bool][Switch to us-ing the older a_priori key name in-stead o f [633] [634] Underfull \hbox (badness 10000) in paragraph at lines 61465--61469 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 61465--61469 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [635] [636] Underfull \hbox (badness 10000) in paragraph at lines 61690--61694 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [637] [638] [639] Underfull \hbox (badness 10000) in paragraph at lines 62063--62072 []\T1/qtm/m/n/10 [bool, op-tional] De-faults to \T1/txtt/m/n/10 False\T1/qtm/m/ n/10 . If \T1/txtt/m/n/10 False\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 62063--62072 \T1/qtm/m/n/10 will use a duration-based ap-proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qtm/m/n/10 , [640] [641] Underfull \hbox (badness 10000) in paragraph at lines 62239--62242 []\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 62239--62242 \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. [642] [643] Underfull \hbox (badness 10000) in paragraph at lines 62466--62469 []\T1/qtm/m/n/10 [pandas.Dataframe] the back-test at-tributes, for-mat-ted into a [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] Underfull \hbox (badness 10000) in paragraph at lines 63693--63696 []\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 63698--63701 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [654] Underfull \hbox (badness 6708) in paragraph at lines 63765--63770 []\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 63765--63770 \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, Underfull \hbox (badness 10000) in paragraph at lines 63780--63783 []\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 63785--63788 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [655] [656] [657] Overfull \hbox (15.28386pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 64160--64160 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [658] Underfull \hbox (badness 10000) in paragraph at lines 64232--64235 []\T1/qtm/m/n/10 [list] an ar-ray of dic-tio-nar-ies with a schema de-scribed a s Overfull \hbox (89.36382pt too wide) in paragraph at lines 64245--64245 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 64245--64245 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [659] [660] [661] [662] [663] [664] [665] [666] [667] Underfull \hbox (badness 10000) in paragraph at lines 65165--65170 []\T1/qtm/m/n/10 Raised if an ob-ject passed to the \T1/txtt/m/n/10 options \T1 /qtm/m/n/10 pa-ram-e-ter is not an [668] [669] [670] [671] [672] Underfull \hbox (badness 6412) in paragraph at lines 65728--65735 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 65728--65735 [][]\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 65728--65735 \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. [673] Overfull \hbox (1.56093pt too wide) in paragraph at lines 65812--65820 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [674] Underfull \hbox (badness 10000) in paragraph at lines 65949--65952 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [675] Underfull \hbox (badness 6412) in paragraph at lines 66083--66090 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 66083--66090 [][]\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 66083--66090 \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. [676] [677] Underfull \hbox (badness 6412) in paragraph at lines 66275--66282 []\T1/qtm/m/n/10 [PartitioningMethod ob-ject, op-tional] In-stance of one of th e Underfull \hbox (badness 10000) in paragraph at lines 66275--66282 [][]\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 66275--66282 \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. [678] Overfull \hbox (3.01492pt too wide) in paragraph at lines 66401--66404 [] Overfull \hbox (50.28496pt too wide) in paragraph at lines 66406--66409 [] [679] [680] [681] [682] [683] Underfull \hbox (badness 10000) in paragraph at lines 66887--66891 []\T1/qtm/m/n/10 Raised if \T1/txtt/m/n/10 forecast_point \T1/qtm/m/n/10 or \T1 /txtt/m/n/10 predictions_start_date \T1/qtm/m/n/10 and [684] [685] [686] [687] [688] [689] [690] [691] [692] [693] [694] Underfull \hbox (badness 10000) in paragraph at lines 68163--68173 []\T1/qtm/m/n/10 [str, op-tional] Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/ n/10 or \T1/txtt/m/n/10 crossValidation \T1/qtm/m/n/10 (also Underfull \hbox (badness 10000) in paragraph at lines 68163--68173 \T1/txtt/m/n/10 dr.SCORING_TYPE.validation \T1/qtm/m/n/10 or \T1/txtt/m/n/10 dr .SCORING_TYPE.cross_validation\T1/qtm/m/n/10 ). [695] Underfull \hbox (badness 10000) in paragraph at lines 68254--68259 []\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 68254--68259 [][]\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 [696] Underfull \hbox (badness 10000) in paragraph at lines 68348--68352 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. [697] Underfull \hbox (badness 10000) in paragraph at lines 68398--68402 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. Underfull \hbox (badness 10000) in paragraph at lines 68464--68468 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68639--68643 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68683--68687 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68740--68746 []\T1/qtm/m/n/10 This should be VER-BOSITY_LEVEL.SILENT or VER- [700] [701] [702] Underfull \hbox (badness 10000) in paragraph at lines 69003--69009 []\T1/qtm/m/n/10 (New in ver-sion v2.23) one of Underfull \hbox (badness 10000) in paragraph at lines 69003--69009 \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/ m/n/10 . Ap-pli-ca-ble Underfull \hbox (badness 10000) in paragraph at lines 69038--69043 []\T1/qtm/m/n/10 Time Se-ries only. Underfull \hbox (badness 10000) in paragraph at lines 69061--69068 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for Underfull \hbox (badness 10000) in paragraph at lines 69061--69068 \T1/qtm/m/n/10 cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/m/n/10 proporti onalParity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 69061--69068 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [703] Overfull \hbox (1.56093pt too wide) in paragraph at lines 69080--69088 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [704] Underfull \hbox (badness 10000) in paragraph at lines 69235--69239 []\T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/1 0 datarobot. [705] [706] [707] Underfull \hbox (badness 10000) in paragraph at lines 69512--69515 []\T1/qtm/m/n/10 If value of \T1/txtt/m/n/10 variable_type \T1/qtm/m/n/10 is no t from \T1/txtt/m/n/10 datarobot.enums. [708] [709] [710] Overfull \hbox (1.56093pt too wide) in paragraph at lines 70003--70011 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [711] [712] Underfull \hbox (badness 10000) in paragraph at lines 70204--70210 []\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 [713] [714] [715] [716] [717] [718] [719] [720] Overfull \hbox (47.95493pt too wide) in paragraph at lines 71147--71150 [] [721] Overfull \hbox (1.75493pt too wide) in paragraph at lines 71186--71189 [] [722] [723] Overfull \hbox (0.7738pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 71476--71476 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [724] Overfull \hbox (74.31384pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (57.84383pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (1.99382pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 71530--71530 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [725] Overfull \hbox (32.31396pt too wide) in paragraph at lines 71588--71588 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (15.84395pt too wide) in paragraph at lines 71588--71588 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [726] [727] [728] [729] [730] [731] [732] [733] [734] [735] [736] Underfull \hbox (badness 10000) in paragraph at lines 73012--73017 []\T1/qtm/m/n/10 [float] The to-tal of SHAP val-ues for fea-tures be-yond the [737] [738] [739] [740] [741] [742] [743] [744] [745] [746] [747] Overfull \hbox (5.70496pt too wide) in paragraph at lines 74306--74309 [] [748] [749] [750] [751] [752] Underfull \hbox (badness 10000) in paragraph at lines 74896--74899 []\T1/qtm/m/n/10 A [753] [754] Overfull \hbox (53.69485pt too wide) in paragraph at lines 75049--75052 [] Overfull \hbox (0.71489pt too wide) in paragraph at lines 75102--75105 [] [755] Overfull \hbox (40.76382pt too wide) in paragraph at lines 75190--75190 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 75200--75204 []\T1/qtm/m/n/10 The list of [756] Overfull \hbox (4.4887pt too wide) in paragraph at lines 75324--75324 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| Underfull \hbox (badness 10000) in paragraph at lines 75353--75356 []\T1/qtm/m/n/10 A Overfull \hbox (2.52364pt too wide) in paragraph at lines 75394--75394 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull \hbox (35.9886pt too wide) in paragraph at lines 75394--75394 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [757] Underfull \hbox (badness 10000) in paragraph at lines 75403--75407 []\T1/qtm/m/n/10 The role of the Overfull \hbox (10.33382pt too wide) in paragraph at lines 75445--75445 \T1/qtm/m/it/10 info_creator_full_name\T1/qtm/m/n/10 , Overfull \hbox (41.32385pt too wide) in paragraph at lines 75445--75445 \T1/qtm/m/it/10 last_modifier_full_name=None\T1/qtm/m/n/10 , [758] Overfull \hbox (0.71489pt too wide) in paragraph at lines 75500--75503 [] [759] [760] [761] [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] [774] [775] [776] [777] [778] [779] Overfull \hbox (18.28377pt too wide) in paragraph at lines 78017--78017 []\T1/qtm/m/it/10 document_index\T1/qtm/m/n/10 , Overfull \hbox (50.41376pt too wide) in paragraph at lines 78017--78017 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [780] Overfull \hbox (2.3038pt too wide) in paragraph at lines 78106--78106 \T1/qtm/m/it/10 ment_page_width\T1/qtm/m/n/10 , Overfull \hbox (5.17381pt too wide) in paragraph at lines 78106--78106 \T1/qtm/m/it/10 ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 78106--78106 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [781] [782] Overfull \hbox (5.07387pt too wide) in paragraph at lines 78249--78249 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [783] Overfull \hbox (10.32385pt too wide) in paragraph at lines 78312--78312 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 78368--78368 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [784] [785] [786] [787] [788] Underfull \hbox (badness 10000) in paragraph at lines 78855--78858 []\T1/qtm/m/n/10 Set-tings for the [789] [790] [791] [792] Overfull \hbox (16.12384pt too wide) in paragraph at lines 79407--79407 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [793] [794] [795] Overfull \hbox (52.87373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (0.50372pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (7.08371pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (36.60373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (5.91373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (14.24371pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (9.38373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (7.16373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (12.16373pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (17.0537pt too wide) in paragraph at lines 79776--79776 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [796] Overfull \hbox (47.62375pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (30.75374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (1.83372pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (31.35374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (0.66374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (8.99373pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (4.13374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (1.91374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (6.91374pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (11.80371pt too wide) in paragraph at lines 79846--79846 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [797] [798] [799] Underfull \hbox (badness 10000) in paragraph at lines 80073--80076 []\T1/qtm/m/n/10 Set-tings for the [800] [801] Underfull \hbox (badness 10000) in paragraph at lines 80265--80268 []\T1/qtm/m/n/10 The new vec-tor Underfull \hbox (badness 10000) in paragraph at lines 80285--80288 []\T1/qtm/m/n/10 Whether to re-move the vec-tor [802] [803] [804] [805] [806] [807] [808] [809] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.DatasetChunkDefinition' on page 810 undefined on input l ine 81301. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.DatasetChunkDefinition.list_chunks' on page 810 undefine d on input line 81325. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.DatasetChunkDefinition.create_chunk' on page 810 undefin ed on input line 81329. [810] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.DatasetChunkDefinition.create_chunk_by_index' on page 81 1 undefined on input line 81333. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.OriginStorageType' on page 811 undefined on input line 8 1339. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.chunking_service.Chunk' on page 811 undefined on input line 81343. 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Underfull \hbox (badness 10000) in paragraph at lines 81370--81372 [][][]\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 [811] Underfull \hbox (badness 10000) in paragraph at lines 81508--81510 []\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. [812] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.prompt_trace.PromptTrace' on page 813 undefined on input line 81590 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.prompt_trace.PromptTrace.list' on page 813 undefined on input line 81591. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.prompt_trace.PromptTrace.export_to_ai_catalog' on page 813 undefine d on input line 81592. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.insights_configuration.InsightsConfiguration.list' on page 813 unde fined on input line 81597. Overfull \hbox (95.30997pt too wide) in paragraph at lines 81595--81598 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 In-sightsCon-fig-u-r a-tion LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.insights_configuration.Insights.get' on page 813 undefined on input line 81602. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.insights_configuration.Insights.create' on page 813 undefined on in put line 81603. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.cost_metric_configurations.CostMetricConfiguration.get' on page 813 undefined on input line 81608. 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Overfull \hbox (140.64998pt too wide) in paragraph at lines 81606--81612 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Cost-Met-ric-Config- u-ra-tion Underfull \hbox (badness 5288) in paragraph at lines 81606--81612 \T1/txtt/m/sl/10 get \T1/qtm/m/n/10 to get the cost met-ric con-fig-u-ra-tion. \T1/txtt/m/sl/10 CostMetricConfiguration.create \T1/qtm/m/n/10 to cre-ate a cos t Overfull \hbox (126.52995pt too wide) in paragraph at lines 81614--81616 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 LLM-Cost-Con-fig-u-r a-tion Underfull \hbox (badness 10000) in paragraph at lines 81618--81620 []\T1/qtm/m/n/10 Added new classes :class: \T1/qtm/m/it/10 Shap-Ma-trix \T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 81618--81620 \T1/qtm/m/n/10 :class: \T1/qtm/m/it/10 ShapIm-pact \T1/qtm/m/n/10 , :class: \T1/qtm/m/it/10 Shap-Pre-view [813] Underfull \hbox (badness 10000) in paragraph at lines 81647--81649 []\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/qtm/m/it/10 dr-database-v1 \T1/ qtm/m/n/10 to \T1/qtm/m/it/10 Data-S-tore \T1/qtm/m /n/10 , \T1/qtm/m/it/10 Data-Source Underfull \hbox (badness 10000) in paragraph at lines 81706--81708 []\T1/qtm/m/n/10 Added sup-port for Na-tive Con-nec-tors to \T1/qtm/m/it/10 Con -nec-tor \T1/qtm/m/n/10 for ev-ery-thing [814] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.chat_prompt.ResultMetadata' on page 815 undefined on input line 817 61. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.vector_database.SupportedEmbeddings' on page 815 undefined on input line 81773. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.vector_database.VectorDatabase' on page 815 undefined on input line 81777. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.comparison_prompt.ComparisonPrompt.update' on page 815 undefined on input line 81811. [815] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.genai.chat_prompt.ChatPrompt.update' on page 816 undefined on input line 81856. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.Notebook' on page 816 undefined on input line 81879. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.Notebook.run' on page 816 undefined on input line 81879. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.Notebook.download_revision' on page 816 undefined on input line 81879. Underfull \hbox (badness 10000) in paragraph at lines 81878--81880 []\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/sl/10 Notebook \T1/ qtm/m/n/10 which in-cludes \T1/txtt/m/sl/10 Notebook.run \T1/qtm/m/n/10 and \T1 /txtt/m/sl/10 Notebook. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.NotebookScheduledJob' on page 816 undefined on input line 81883 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.NotebookScheduledRun' on page 816 undefined on input line 81887 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.model.Model.get_incremental_learning_metadata' on page 816 undefined on i nput line 81891. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.model.Model.start_incremental_learning' on page 816 undefined on input li ne 81895. [816] Underfull \hbox (badness 10000) in paragraph at lines 81965--81971 \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 81965--81971 [][]\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 81965--81971 \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 81965--81971 \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. Overfull \hbox (132.07492pt too wide) in paragraph at lines 82008--82010 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_v s_actuals_over_time [817] Overfull \hbox (28.7594pt too wide) in paragraph at lines 82042--82045 [] Underfull \hbox (badness 10000) in paragraph at lines 82042--82045 \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 [818] Underfull \hbox (badness 10000) in paragraph at lines 82148--82154 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 7888) in paragraph at lines 82180--82182 []\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 DatetimePartitioningId[][]\T1/qtm/m /n/10 , which can be passed as a \T1/qtm/m/it/10 par-ti-tion-ing_method \T1/qtm /m/n/10 to [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 82214--82223 \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 82214--82223 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 82214--82223 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] [819] Underfull \hbox (badness 10000) in paragraph at lines 82236--82249 \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 82236--82249 [][]\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 82236--82249 \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 82285--82287 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var Overfull \hbox (38.23495pt too wide) in paragraph at lines 82294--82296 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_o ver_time [820] Underfull \hbox (badness 10000) in paragraph at lines 82336--82351 \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 82336--82351 [][]\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 82336--82351 [][]\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 82381--82383 []\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 82405--82407 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [821] Underfull \hbox (badness 10000) in paragraph at lines 82519--82521 []\T1/qtm/m/n/10 The sliced in-sight API end-point \T1/qtm/m/it/10 GET: api/v2/ insights// \T1/qtm/m/n/10 re-turns a pag-i-nated re- Underfull \hbox (badness 10000) in paragraph at lines 82533--82536 []\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 82543--82546 []\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 82558--82561 []\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. Underfull \hbox (badness 10000) in paragraph at lines 82563--82566 []\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. [822] Underfull \hbox (badness 10000) in paragraph at lines 82573--82576 []\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 /sl/10 DataStore. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching' on page 823 undefined on input line 82624. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatchingQuery' on page 823 undefined on input line 8262 8. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatchingQuery.get_result' on page 823 undefined on inpu t line 82634. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatchingQuery' on page 823 undefined on input line 8263 4. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching' on page 823 undefined on input line 82637. Overfull \hbox (248.73975pt too wide) in paragraph at lines 82637--82638 [] Underfull \hbox (badness 10000) in paragraph at lines 82637--82638 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data' on page 823 undefined on inp ut line 82640. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data_for_model' on page 823 undefi ned on input line 82644. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data_for_featurelist' on page 823 undefined on input line 82648. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.model_lineage.ModelLineage' on page 823 undefined on input line 82656. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching' on page 823 undefined on input line 82659. Overfull \hbox (1039.5398pt too wide) in paragraph at lines 82659--82660 [] Underfull \hbox (badness 10000) in paragraph at lines 82659--82660 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data' on page 823 undefined on inp ut line 82662. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data_for_model' on page 823 undefi ned on input line 82666. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.data_matching.DataMatching.get_closest_data_for_featurelist' on page 823 undefined on input line 82670. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.notebooks.Notebook' on page 823 undefined on input line 82678. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.recipes.Recipe' on page 823 undefined on input line 82686. [823] Underfull \hbox (badness 10000) in paragraph at lines 82715--82719 []\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 82715--82719 [][]\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 82721--82726 []\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 82721--82726 [][]\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 82752--82756 []\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class : [][]\T1/txtt/m/sl/10 ImageAugmentationList.list[][]\T1/qtm/m/n/10 , [824] [825] [826] Underfull \hbox (badness 10000) in paragraph at lines 83092--83095 []\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 83097--83099 []\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. [827] Underfull \hbox (badness 10000) in paragraph at lines 83180--83182 [][][]\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 83184--83186 [][][]\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 83216--83218 []\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. [828] Underfull \hbox (badness 10000) in paragraph at lines 83268--83273 []\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 83268--83273 \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 `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy' on page 829 undefined on input line 83277. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicyRun' on page 829 undefined on input line 83282 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy' on page 829 undefined on input line 83286. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy.get' on page 829 undefined on input line 8328 7. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot._experimental.m odels.retraining.RetrainingPolicy.delete' on page 829 undefined on input line 8 3288. Underfull \hbox (badness 10000) in paragraph at lines 83310--83317 []\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex- pla-na-tions (\T1/qtm/m/it/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in [829] Underfull \hbox (badness 10000) in paragraph at lines 83361--83374 \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 83361--83374 \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 83361--83374 \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 83361--83374 \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 83361--83374 \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. [830] Underfull \hbox (badness 10000) in paragraph at lines 83487--83489 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/qtm/m/it/10 fea-ture_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobo t. Underfull \hbox (badness 10000) in paragraph at lines 83505--83508 []\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 [831] [832] Overfull \hbox (52.89496pt too wide) in paragraph at lines 83717--83718 [] Underfull \hbox (badness 10000) in paragraph at lines 83717--83718 Underfull \hbox (badness 10000) in paragraph at lines 83731--83733 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (917 pages, 4193909 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' Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: Errors, in force_mode: so I tried finishing targets Collected error summary (may duplicate other messages): pdflatex: Command for 'pdflatex' gave return code 1 Refer to 'datarobot-public-api-client.log' for details