Read the Docs build information Build id: 2235288 Project: datarobot-public-api-client Version: early-access Commit: 907ccbeff96092635dfe790b7b6a98147afff07b Date: 2024-05-23T13:49:59.966705Z State: finished Success: True [rtd-command-info] start-time: 2024-05-23T13:55:31.437142Z, end-time: 2024-05-23T13:55:34.824698Z, duration: 3, exit-code: 0 git clone --depth 1 git@github.com:datarobot/public_api_client.git . Cloning into '.'... Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2024-05-23T13:55:34.891777Z, end-time: 2024-05-23T13:55:36.241622Z, duration: 1, exit-code: 0 git fetch origin --force --prune --prune-tags --depth 50 refs/tags/early-access:refs/tags/early-access Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2024-05-23T13:55:36.372996Z, end-time: 2024-05-23T13:55:37.059908Z, duration: 0, exit-code: 0 git checkout --force 907ccbeff96092635dfe790b7b6a98147afff07b Note: switching to '907ccbeff96092635dfe790b7b6a98147afff07b'. 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 907ccbe [DSX-3406] databricks session wrapper (#3086) [rtd-command-info] start-time: 2024-05-23T13:55:37.149070Z, end-time: 2024-05-23T13:55:37.210235Z, duration: 0, exit-code: 0 git clean -d -f -f [rtd-command-info] start-time: 2024-05-23T13:55:37.306304Z, end-time: 2024-05-23T13:55:37.367428Z, 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: 2024-05-23T13:55:43.200377Z, end-time: 2024-05-23T13:55:43.273922Z, duration: 0, exit-code: 0 asdf global python 3.7.17 [rtd-command-info] start-time: 2024-05-23T13:55:43.771737Z, end-time: 2024-05-23T13:55:45.136007Z, duration: 1, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.7.17.final.0-64 in 1025ms creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv) added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator [rtd-command-info] start-time: 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Successfully installed Jinja2-3.1.4 MarkupSafe-2.1.5 Pygments-2.17.2 alabaster-0.7.13 babel-2.14.0 certifi-2024.2.2 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: 2024-05-23T13:55:59.830608Z, end-time: 2024-05-23T13:56:50.921484Z, duration: 51, 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/early-access Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: 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black-22.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (49 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49.8/49.8 kB 166.6 MB/s eta 0:00:00 Collecting isort==5.10.1 (from datarobot==3.5.0b0) Downloading isort-5.10.1-py3-none-any.whl.metadata (12 kB) Collecting flake8==5.0.4 (from datarobot==3.5.0b0) Downloading flake8-5.0.4-py2.py3-none-any.whl.metadata (4.1 kB) Collecting pylint==2.15.0 (from datarobot==3.5.0b0) Downloading pylint-2.15.0-py3-none-any.whl.metadata (9.8 kB) Collecting mypy==1.0.0 (from datarobot==3.5.0b0) 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==3.5.0b0) Downloading types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB) Collecting types-python-dateutil==2.8.19 (from datarobot==3.5.0b0) Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB) Collecting types-pytz==2022.2.1.0 (from datarobot==3.5.0b0) Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB) Collecting types-requests==2.28.11 (from datarobot==3.5.0b0) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.5.0b0) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Collecting sphinx-rtd-theme==1.0.0 (from datarobot==3.5.0b0) Downloading sphinx_rtd_theme-1.0.0-py2.py3-none-any.whl.metadata (4.3 kB) Collecting nbsphinx==0.8.9 (from datarobot==3.5.0b0) Downloading nbsphinx-0.8.9-py3-none-any.whl.metadata (2.1 kB) Collecting numpydoc==1.4.0 (from datarobot==3.5.0b0) Downloading numpydoc-1.4.0-py3-none-any.whl.metadata (2.2 kB) Collecting jupyter-contrib-nbextensions (from datarobot==3.5.0b0) Downloading jupyter_contrib_nbextensions-0.7.0.tar.gz (23.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 187.1 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==3.5.0b0) Downloading sphinx_autodoc_typehints-1.17.1-py3-none-any.whl.metadata (8.1 kB) Collecting sphinxcontrib-spelling==8.0.0 (from datarobot==3.5.0b0) Downloading sphinxcontrib_spelling-8.0.0-py3-none-any.whl.metadata (2.9 kB) Collecting pyenchant==3.2.2 (from datarobot==3.5.0b0) Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB) Collecting click>=8.0.0 (from black==22.8.0->datarobot==3.5.0b0) Downloading click-8.1.7-py3-none-any.whl.metadata (3.0 kB) Collecting platformdirs>=2 (from black==22.8.0->datarobot==3.5.0b0) Downloading platformdirs-4.0.0-py3-none-any.whl.metadata (11 kB) Collecting pathspec>=0.9.0 (from black==22.8.0->datarobot==3.5.0b0) Downloading pathspec-0.11.2-py3-none-any.whl.metadata (19 kB) Collecting tomli>=1.1.0 (from black==22.8.0->datarobot==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) Downloading importlib_metadata-4.2.0-py3-none-any.whl.metadata (3.9 kB) Collecting six (from mock==3.0.5->datarobot==3.5.0b0) 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/early-access/lib/python3.7/site-packages (from nbsphinx==0.8.9->datarobot==3.5.0b0) (0.19) Requirement already satisfied: jinja2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages (from nbsphinx==0.8.9->datarobot==3.5.0b0) (3.1.4) Collecting nbconvert!=5.4 (from nbsphinx==0.8.9->datarobot==3.5.0b0) Downloading nbconvert-7.6.0-py3-none-any.whl.metadata (7.9 kB) Collecting traitlets>=5 (from nbsphinx==0.8.9->datarobot==3.5.0b0) Downloading traitlets-5.9.0-py3-none-any.whl.metadata (10 kB) Collecting nbformat (from nbsphinx==0.8.9->datarobot==3.5.0b0) Downloading nbformat-5.8.0-py3-none-any.whl.metadata (3.5 kB) Requirement already satisfied: sphinx>=1.8 in 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pytest==7.1.2->datarobot==3.5.0b0) (24.0) Collecting pluggy<2.0,>=0.12 (from pytest==7.1.2->datarobot==3.5.0b0) Downloading pluggy-1.2.0-py3-none-any.whl.metadata (4.4 kB) Collecting py>=1.8.2 (from pytest==7.1.2->datarobot==3.5.0b0) Downloading py-1.11.0-py2.py3-none-any.whl.metadata (2.8 kB) Collecting docutils (from nbsphinx==0.8.9->datarobot==3.5.0b0) Downloading docutils-0.17.1-py2.py3-none-any.whl.metadata (2.9 kB) Collecting py4j==0.10.9.7 (from databricks-connect>=13.0->datarobot==3.5.0b0) Downloading py4j-0.10.9.7-py2.py3-none-any.whl.metadata (1.5 kB) Collecting grpcio>=1.48.1 (from databricks-connect>=13.0->datarobot==3.5.0b0) Downloading grpcio-1.62.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.0 kB) Collecting grpcio-status>=1.48.1 (from databricks-connect>=13.0->datarobot==3.5.0b0) Downloading grpcio_status-1.62.2-py3-none-any.whl.metadata (1.3 kB) Collecting googleapis-common-protos>=1.56.4 (from databricks-connect>=13.0->datarobot==3.5.0b0) Downloading googleapis_common_protos-1.63.0-py2.py3-none-any.whl.metadata (1.5 kB) Collecting databricks-sdk>=0.1.2 (from databricks-connect>=13.0->datarobot==3.5.0b0) Downloading databricks_sdk-0.28.0-py3-none-any.whl.metadata (35 kB) Collecting python-dateutil>=2.7.3 (from pandas>=0.15->datarobot==3.5.0b0) 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/early-access/lib/python3.7/site-packages (from pandas>=0.15->datarobot==3.5.0b0) (2024.1) Requirement already satisfied: charset-normalizer<4,>=2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages (from requests>=2.28.1->datarobot==3.5.0b0) (3.3.2) Requirement already satisfied: idna<4,>=2.5 in 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jupyter_highlight_selected_word>=0.1.1 (from jupyter-contrib-nbextensions->datarobot==3.5.0b0) 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==3.5.0b0) Downloading jupyter_nbextensions_configurator-0.6.3-py2.py3-none-any.whl.metadata (1.8 kB) Collecting notebook>=6.0 (from jupyter-contrib-nbextensions->datarobot==3.5.0b0) Downloading notebook-6.5.7-py3-none-any.whl.metadata (2.5 kB) Collecting tornado (from jupyter-contrib-nbextensions->datarobot==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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) Collecting google-auth~=2.0 (from databricks-sdk>=0.1.2->databricks-connect>=13.0->datarobot==3.5.0b0) Downloading google_auth-2.29.0-py2.py3-none-any.whl.metadata (4.7 kB) Collecting protobuf!=3.20.0,!=3.20.1,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0.dev0,>=3.19.5 (from googleapis-common-protos>=1.56.4->databricks-connect>=13.0->datarobot==3.5.0b0) Downloading protobuf-4.24.4-cp37-abi3-manylinux2014_x86_64.whl.metadata (540 bytes) Requirement already satisfied: zipp>=0.5 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages (from importlib-metadata<4.3,>=1.1.0->flake8==5.0.4->datarobot==3.5.0b0) (3.15.0) Requirement already satisfied: setuptools>=18.5 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.5.0b0) (68.0.0) Collecting jedi>=0.16 (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) 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==3.5.0b0) Downloading prompt_toolkit-3.0.43-py3-none-any.whl.metadata (6.5 kB) Requirement already satisfied: pygments in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.5.0b0) (2.17.2) Collecting backcall (from ipython>=7.8.0->black[jupyter]==22.8.0; extra == "dev"->datarobot==3.5.0b0) 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==3.5.0b0) 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 == 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Stored in directory: /tmp/pip-ephem-wheel-cache-3o_6f6iu/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, py4j, 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, pyasn1, py, psutil, protobuf, 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, grpcio, exceptiongroup, entrypoints, docutils, dill, defusedxml, decorator, debugpy, coverage, cachetools, terminado, rsa, python-dateutil, pyasn1-modules, pyarrow, pluggy, mypy, mock, matplotlib-inline, jupyter_core, jedi, googleapis-common-protos, flake8, click, cffi, bleach, beautifulsoup4, attrs, astroid, anyio, sphinx, responses, requests-toolbelt, pytest, pylint, pandas, jupyter-client, jsonschema, ipython, grpcio-status, google-auth, black, argon2-cffi-bindings, sphinxcontrib-spelling, sphinx-rtd-theme, sphinx-autodoc-typehints, pytest-cov, pytest-asyncio, numpydoc, nbformat, ipykernel, datarobot, databricks-sdk, argon2-cffi, nbclient, databricks-connect, 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-23.2.0 backcall-0.2.0 beautifulsoup4-4.12.3 black-22.8.0 bleach-6.0.0 cachetools-5.3.3 cffi-1.15.1 click-8.1.7 coverage-7.2.7 databricks-connect-13.0.1 databricks-sdk-0.28.0 datarobot-3.5.0b0 debugpy-1.7.0 decorator-5.1.1 defusedxml-0.7.1 dill-0.3.7 docutils-0.17.1 entrypoints-0.4 exceptiongroup-1.2.1 fastjsonschema-2.19.1 flake8-5.0.4 google-auth-2.29.0 googleapis-common-protos-1.63.0 grpcio-1.62.2 grpcio-status-1.62.2 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-0.6.3 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-1.0.0 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-3.0.43 protobuf-4.24.4 psutil-5.9.8 ptyprocess-0.7.0 py-1.11.0 py4j-0.10.9.7 pyarrow-12.0.1 pyasn1-0.5.1 pyasn1-modules-0.3.0 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-26.0.3 requests-toolbelt-1.0.0 responses-0.21.0 rsa-4.9 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 urllib3-1.26.18 wcwidth-0.2.13 webencodings-0.5.1 websocket-client-1.6.1 wrapt-1.16.0 [rtd-command-info] start-time: 2024-05-23T13:56:51.922746Z, end-time: 2024-05-23T13:56:51.979485Z, 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': "early-access", 'version_slug': "early-access", 'MEDIA_URL': "https://media.readthedocs.com/media/", 'STATIC_URL': "https://assets.readthedocs.com/", 'PRODUCTION_DOMAIN': "readthedocs.com", 'proxied_static_path': "/_/static/", 'versions': [ ("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/early-access/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': 'early-access', 'display_github': True, 'bitbucket_user': 'None', 'bitbucket_repo': 'None', 'bitbucket_version': 'early-access', 'display_bitbucket': False, 'gitlab_user': 'None', 'gitlab_repo': 'None', 'gitlab_version': 'early-access', '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': '907ccbef', } # 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/2235288/' 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: 2024-05-23T13:56:52.078264Z, end-time: 2024-05-23T13:57:56.898512Z, 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... 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[100%] reference/use_cases/use_cases /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/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/early-access/datarobot/_experimental/models/genai/cost_metric_configurations.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of SyntheticEvaluationDataset in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/synthetic_evaluation_dataset_generation.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Parameters: in the docstring of create in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/synthetic_evaluation_dataset_generation.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Returns: in the docstring of create in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/synthetic_evaluation_dataset_generation.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.7/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of SidecarModelMetricValidation in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/sidecar_model_metric.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... 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[rtd-command-info] start-time: 2024-05-23T13:57:57.004938Z, end-time: 2024-05-23T13:58:16.578038Z, 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_3.5.0b0_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... 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[614] Underfull \hbox (badness 10000) in paragraph at lines 59071--59074 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 59078--59082 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 59090--59094 [] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 615 undefined on input line 59169. [615] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.train_datetime' on page 616 undefined on input line 59265. Underfull \hbox (badness 10000) in paragraph at lines 59279--59289 []\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 59279--59289 \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 ). [616] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 617 undefined on input line 59 348. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 617 undefined on input line 59349. Underfull \hbox (badness 10000) in paragraph at lines 59346--59351 []\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 59346--59351 \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 [617] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 618 undefined on input line 59426. [618] LaTeX Warning: Hyper reference `autodoc/api_reference:segmented-modeling-api' o n page 619 undefined on input line 59508. [619] Underfull \hbox (badness 10000) in paragraph at lines 59657--59660 []\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 59661--59662 [] Underfull \hbox (badness 10000) in paragraph at lines 59661--59662 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.model.Ad vancedTuningParamsType' on page 620 undefined on input line 59672. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 620 undefined on input line 59696. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 620 undefined on input line 59754. [620] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 621 undefined on input line 59843. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 621 undefined on input line 59891. [621] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 622 undefined on input line 59938. [622] [623] [624] [625] Overfull \hbox (3.26418pt too wide) in paragraph at lines 60475--60475 \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 626 undefined on input line 60485. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.generate' on page 626 undefined on input line 60486. Underfull \hbox (badness 10000) in paragraph at lines 60484--60487 []\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 626 undefined on input line 60 490. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 626 undefined on input line 60491. Underfull \hbox (badness 10000) in paragraph at lines 60494--60497 []\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 60504--60508 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60504--60508 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [626] Underfull \hbox (badness 10000) in paragraph at lines 60520--60525 []\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 627 undefined on input line 60546. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.FeatureSettings ' on page 627 undefined on input line 60585. [627] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.Periodicity' on page 628 undefined on input line 60623. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 628 undefined on input line 60651. Underfull \hbox (badness 10000) in paragraph at lines 60665--60669 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [628] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 629 undefined on input line 60 754. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.to_specification' on page 631 undefined on input line 60941. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 631 undefined on input line 60943. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 631 undefined on input line 60944. [631] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 632 undefined on input line 60 955. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 632 undefined on input line 60956. Underfull \hbox (badness 10000) in paragraph at lines 60978--60982 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60978--60982 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [632] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.Backtest' on page 633 undefined on input line 61073. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.FeatureSettings ' on page 633 undefined on input line 61115. [633] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.Periodicity' on page 634 undefined on input line 61153. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 634 undefined on input line 61190. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 634 undefined on input line 61195. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.get_optimized' on page 639 undefined on input line 61754. Underfull \hbox (badness 10000) in paragraph at lines 61752--61755 []\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 61752--61755 \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 639 undefined on input line 61834. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 639 undefined on input line 61 844. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 639 undefined on input line 61845. [639] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.BacktestSpecifi cation' on page 640 undefined on input line 61935. [640] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.BacktestSpecifi cation' on page 641 undefined on input line 61965. Underfull \hbox (badness 10000) in paragraph at lines 61979--61982 []\T1/qtm/m/n/10 [pandas.Dataframe] the back-test at-tributes, for-mat-ted into a [641] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 642 undefined on input line 62134. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 642 undefined on input line 62144. [642] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 643 undefined on input line 62166. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PayoffMa trix' on page 643 undefined on input line 62184. 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[646] [647] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 648 undefined on input line 62842. [648] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti onDataset' on page 649 undefined on input line 62960. [649] [650] Underfull \hbox (badness 10000) in paragraph at lines 63206--63209 []\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 63211--63214 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [651] Underfull \hbox (badness 6708) in paragraph at lines 63278--63283 []\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 63278--63283 \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 63293--63296 []\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 63298--63301 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [652] [653] [654] Overfull \hbox (15.28386pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [655] Underfull \hbox (badness 10000) in paragraph at lines 63745--63748 []\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 63758--63758 \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 63758--63758 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [656] [657] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ShapMatr ixJob' on page 658 undefined on input line 63932. 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[661] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Deployme nt' on page 662 undefined on input line 64424. [662] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.PredictionServe r' on page 663 undefined on input line 64458. [663] [664] Underfull \hbox (badness 10000) in paragraph at lines 64678--64683 []\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 665 undefined on input line 64711. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 665 undefined on input line 64752. [665] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 666 undefined on input line 64848. [666] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset' on page 667 undefined on input line 65005. [667] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 668 undefined on input line 65064. [668] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 669 undefined on input line 65114. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 669 undefined on input line 65170. [669] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 6 70 undefined on input line 65243. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_partitioning_method' on page 670 undefined on input line 65245. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_datetime_partitioning' on page 670 undefined on input line 65246. Underfull \hbox (badness 6412) in paragraph at lines 65241--65248 []\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 65241--65248 \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 65241--65248 \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. [670] Overfull \hbox (1.56093pt too wide) in paragraph at lines 65325--65333 []\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 671 undefined on input line 65386. [671] Underfull \hbox (badness 10000) in paragraph at lines 65462--65465 []\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 672 undefined on input line 65479. [672] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 6 73 undefined on input line 65598. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_partitioning_method' on page 673 undefined on input line 65600. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_datetime_partitioning' on page 673 undefined on input line 65601. Underfull \hbox (badness 6412) in paragraph at lines 65596--65603 []\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 65596--65603 \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 65596--65603 \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] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. start' on page 674 undefined on input line 65705. [674] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 6 75 undefined on input line 65790. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_partitioning_method' on page 675 undefined on input line 65792. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. set_datetime_partitioning' on page 675 undefined on input line 65793. Underfull \hbox (badness 6412) in paragraph at lines 65788--65795 []\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 65788--65795 \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 65788--65795 \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. [675] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. start' on page 676 undefined on input line 65892. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 676 undefined on input line 65896. Overfull \hbox (3.01492pt too wide) in paragraph at lines 65914--65917 [] Overfull \hbox (50.28496pt too wide) in paragraph at lines 65919--65922 [] [676] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.GenericM odel' on page 677 undefined on input line 65977. [677] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 678 undefined on input line 66089. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.GenericM odel' on page 678 undefined on input line 66089. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 678 undefined on input line 66113. [678] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 679 undefined on input line 66165. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model' on page 679 undefined on input line 66192. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PrimeMod el' on page 679 undefined on input line 66214. [679] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset' on page 680 undefined on input line 66272. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti onDataset' on page 680 undefined on input line 66293. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 680 undefined on input line 66328. [680] Underfull \hbox (badness 10000) in paragraph at lines 66400--66404 []\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 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti onDataset' on page 681 undefined on input line 66411. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 681 undefined on input line 66446. [681] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti onDataset' on page 682 undefined on input line 66496. [682] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 683 undefined on input line 66660. [683] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti onDataset' on page 684 undefined on input line 66736. [684] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Feature' on page 685 undefined on input line 66778. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo deling' on page 685 undefined on input line 66794. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Modeling Feature' on page 685 undefined on input line 66816. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Featurel ist' on page 685 undefined on input line 66840. [685] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo deling' on page 686 undefined on input line 66975. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Modeling Featurelist' on page 686 undefined on input line 66997. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.restore_ discarded_features.DiscardedFeaturesInfo' on page 686 undefined on input line 6 7019. [686] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.restore_ discarded_features.FeatureRestorationStatus' on page 687 undefined on input lin e 67044. [687] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Feature' on page 688 undefined on input line 67171. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Featurel ist' on page 688 undefined on input line 67208. [688] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Featurel ist' on page 689 undefined on input line 67316. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo deling' on page 689 undefined on input line 67335. [689] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Modeling Featurelist' on page 690 undefined on input line 67375. [690] [691] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. train_datetime' on page 692 undefined on input line 67641. Underfull \hbox (badness 10000) in paragraph at lines 67676--67686 []\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 67676--67686 \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 ). [692] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 693 undefined on input line 67 769. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 693 undefined on input line 67770. Underfull \hbox (badness 10000) in paragraph at lines 67767--67772 []\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 67767--67772 \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 [693] Underfull \hbox (badness 10000) in paragraph at lines 67861--67865 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. [694] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. check_blendable' on page 695 undefined on input line 67882. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 695 undefined on input line 67892. Underfull \hbox (badness 10000) in paragraph at lines 67911--67915 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.eligibi lity_result.EligibilityResult' on page 695 undefined on input line 67919. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.eligibi lity_result.EligibilityResult' on page 695 undefined on input line 67926. Underfull \hbox (badness 10000) in paragraph at lines 67977--67981 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with [695] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Job' on page 696 undefined on input line 68007. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.BlenderM odel' on page 696 undefined on input line 68031. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.FrozenMo del' on page 696 undefined on input line 68055. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CombinedModel' on page 696 undefined on input line 68079. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CombinedModel' on page 696 undefined on input line 68103. [696] Underfull \hbox (badness 10000) in paragraph at lines 68152--68156 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 697 undefined on input line 68182. Underfull \hbox (badness 10000) in paragraph at lines 68196--68200 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.PredictJ ob' on page 697 undefined on input line 68226. Underfull \hbox (badness 10000) in paragraph at lines 68253--68259 []\T1/qtm/m/n/10 This should be VER-BOSITY_LEVEL.SILENT or VER- [697] [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68516--68522 []\T1/qtm/m/n/10 (New in ver-sion v2.23) one of Underfull \hbox (badness 10000) in paragraph at lines 68516--68522 \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/ m/n/10 . Ap-pli-ca-ble LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba seline-predictions' on page 700 undefined on input line 68548. Underfull \hbox (badness 10000) in paragraph at lines 68551--68556 []\T1/qtm/m/n/10 Time Se-ries only. Underfull \hbox (badness 10000) in paragraph at lines 68574--68581 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for Underfull \hbox (badness 10000) in paragraph at lines 68574--68581 \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 68574--68581 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [700] Overfull \hbox (1.56093pt too wide) in paragraph at lines 68593--68601 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [701] Underfull \hbox (badness 10000) in paragraph at lines 68748--68752 []\T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/1 0 datarobot. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 702 undefined on input line 68778. [702] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.RatingTa bleModel' on page 703 undefined on input line 68823. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.RatingTa ble' on page 703 undefined on input line 68847. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.SharingAccess' on page 703 undefined on input line 68871. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.SharingAccess' on page 703 undefined on input line 68888. [703] LaTeX Warning: Hyper reference `autodoc/api_reference:type-transform-considerat ions' on page 704 undefined on input line 68967. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. create_type_transform_feature' on page 704 undefined on input line 68970. [704] Underfull \hbox (badness 10000) in paragraph at lines 69025--69028 []\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. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Feature' on page 705 undefined on input line 69047. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project' on page 705 undefined on input line 69082. [705] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Interact ionFeature' on page 706 undefined on input line 69161. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Relation shipsConfiguration' on page 706 undefined on input line 69188. [706] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba seline-predictions' on page 707 undefined on input line 69288. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.external _baseline_validation.ExternalBaselineValidationInfo' on page 707 undefined on i nput line 69368. [707] Overfull \hbox (1.56093pt too wide) in paragraph at lines 69516--69524 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [708] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelJob ' on page 709 undefined on input line 69544. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.model.Bi asMitigationFeatureInfo' on page 709 undefined on input line 69585. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.model.Bi asMitigationFeatureInfo' on page 709 undefined on input line 69626. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.api_obje ct.APIObject' on page 709 undefined on input line 69650. [709] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.api_obje ct.APIObject' on page 710 undefined on input line 69681. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 710 undefined on input line 69719. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning.generate' on page 710 undefined on input line 69722. Underfull \hbox (badness 10000) in paragraph at lines 69717--69723 []\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to \ T1/txtt/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 710 undefined on input line 69730. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oning' on page 710 undefined on input line 69749. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 710 undefined on input line 69781. [710] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.RatingTa ble' on page 711 undefined on input line 69903. [711] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Job' on page 712 undefined on input line 69959. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Job' on page 712 undefined on input line 70044. [712] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelRec ommendation' on page 713 undefined on input line 70105. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelRec ommendation' on page 713 undefined on input line 70133. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.ModelRec ommendation' on page 713 undefined on input line 70162. [713] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model' on page 714 undefined on input line 70183. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 714 undefined on input line 70183. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Register edModel' on page 714 undefined on input line 70281. [714] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Register edModel' on page 715 undefined on input line 70352. [715] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Register edModel' on page 716 undefined on input line 70412. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.sharing. SharingRole' on page 716 undefined on input line 70444. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.sharing. SharingRole' on page 716 undefined on input line 70460. [716] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Register edModelVersion' on page 717 undefined on input line 70522. 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Overfull \hbox (0.7738pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [721] Overfull \hbox (74.31384pt too wide) in paragraph at lines 71043--71043 \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 71043--71043 \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 71043--71043 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 71043--71043 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 71043--71043 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [722] Overfull \hbox (32.31396pt too wide) in paragraph at lines 71101--71101 \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 71101--71101 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [723] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.roc_curv e.RocCurve' on page 724 undefined on input line 71246. [724] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Job' on page 725 undefined on input line 71363. LaTeX Warning: Hyper reference `reference/modeling/spec/segmented_modeling:segm ented-modeling' on page 725 undefined on input line 71377. [725] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CombinedModel' on page 726 undefined on input line 71434. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.SegmentInfo' on page 726 undefined on input line 71500. [726] [727] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.segmenta tion.SegmentationTask' on page 728 undefined on input line 71744. [728] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.segmenta tion.SegmentationTaskCreatedResponse' on page 729 undefined on input line 71828 . LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.segmenta tion.SegmentationTask' on page 729 undefined on input line 71859. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. upload_dataset_from_data_source' on page 872 undefined on input line 87607. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.BatchPre dictionJobDefinition.create' on page 872 undefined on input line 87615. Overfull \hbox (52.89496pt too wide) in paragraph at lines 87623--87624 [] Underfull \hbox (badness 10000) in paragraph at lines 87623--87624 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.ge t_feature_effect' on page 872 undefined on input line 87626. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_feature_effect' on page 872 undefined on input line 87634. Underfull \hbox (badness 10000) in paragraph at lines 87637--87639 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (923 pages, 4007336 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 919 undefined on input line 92379 Reference `autodoc/api_reference:module-datarobot.helpers.binary_data_utils' on page 919 undefined on input line 92380 Reference `autodoc/api_reference:module-datarobot.models.training_predictions' on page 919 undefined on input line 92381 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 (1654 entries accepted, 0 rejected). Sorting entries.................done (20117 comparisons). Generating output file datarobot-public-api-client.ind.....done (2829 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. 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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 . 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Type H for immediate help. ... l.3832 ...├── 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.3833 ...├── 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.3833 ...├── 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.3833 ...├── 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.3833 ...├── 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.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.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 │ ├── … [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 4177 [67] [68] [69] [70] Underfull \hbox (badness 7012) in paragraph at lines 4360--4363 []\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 4410--4413 []\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.5170 ...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.5170 ...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.5777 ├── 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.5777 ├── 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.5777 ├── 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.5778 ├  ├──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.5778 ├  ├──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.5778 ├  ├──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.5778 ├  ├──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.5779 ├  ├──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.5779 ├  ├──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.5779 ├  ├──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.5779 ├  ├──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.5780 ├  ├──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.5780 ├  ├──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.5780 ├  ├──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.5780 ├  ├──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.5781 ├── 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.5781 ├── 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.5781 ├── data.csv [90] [91] [92] [93] [94] [95] [96] Underfull \hbox (badness 10000) in paragraph at lines 6192--6199 \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 6357 [99] [100] [101] [102] [103] [104] [105] [106] [107] [108] [109] [110] [111] [112] [113] [114] Underfull \hbox (badness 10000) in paragraph at lines 7300--7305 []\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 8050 [125] [126] [127] Underfull \hbox (badness 5231) in paragraph at lines 8183--8188 []\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 8259--8262 \T1/qtm/m/n/10 minute val- Underfull \hbox (badness 7981) in paragraph at lines 8259--8262 \T1/qtm/m/n/10 hour of the Underfull \hbox (badness 10000) in paragraph at lines 8272--8275 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8272--8275 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 5741) in paragraph at lines 8272--8275 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (8.34909pt too wide) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.59908pt too wide) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 5741) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.84909pt too wide) in paragraph at lines 8304--8307 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 run both Underfull \hbox (badness 7981) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (8.34909pt too wide) in paragraph at lines 8304--8307 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8317--8319 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 5741) in paragraph at lines 8317--8319 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8317--8319 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8317--8319 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.5991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 this field Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (3.0991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (8.34909pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (3.0991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 will trig-ger Overfull \hbox (3.0991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8325--8328 \T1/qtm/m/n/10 such as Underfull \hbox (badness 10000) in paragraph at lines 8325--8328 \T1/qtm/m/n/10 Febru-ary Underfull \hbox (badness 6032) in paragraph at lines 8325--8328 \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 8336--8342 []\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 8336--8342 \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 8379--8382 []\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 8752 [135] [136] [137] [138] [139] [140] [141] [142] [143] [144] Overfull \vbox (1.61494pt too high) detected at line 9413 [145] Underfull \hbox (badness 10000) in paragraph at lines 9415--9419 \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 10053 [156] [157] [158] [159] [160] [161] [162] [163] [164] Underfull \hbox (badness 10000) in paragraph at lines 10656--10659 []\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 10872 [168] Overfull \vbox (1.97238pt too high) detected at line 10936 [169] [170] [171] [172] [173] Underfull \hbox (badness 10000) in paragraph at lines 11187--11191 []\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] Overfull \hbox (25.48097pt too wide) in paragraph at lines 11825--11828 []\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from gallery tem-plate , use \T1/qtm/m/it/10 dr.registry.Job.create_from_custom_metric_gallery_templat e\T1/qtm/m/n/10 , [184] [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12079--12082 []\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 13071--13074 []\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 13366--13373 []\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 13366--13373 \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 13366--13373 \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 13681--13685 []\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 14088--14088 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [213] Underfull \hbox (badness 10000) in paragraph at lines 14244--14248 []\T1/qtm/m/n/10 greater or [214] [215] Underfull \hbox (badness 10000) in paragraph at lines 14410--14415 []\T1/qtm/m/n/10 Op-tional. Fil-ter [216] [217] [218] [219] [220] [221] [222] Underfull \hbox (badness 10000) in paragraph at lines 15277--15281 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15282--15286 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [223] Underfull \hbox (badness 10000) in paragraph at lines 15326--15330 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15331--15335 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [224] Underfull \hbox (badness 10000) in paragraph at lines 15491--15494 []\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 18421--18425 []\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 18759--18760 [] Underfull \hbox (badness 10000) in paragraph at lines 18759--18760 [257] [258] [259] [260] [261] [262] [263] [264] [265] [266] [267] [268] [269] Overfull \hbox (13.15462pt too wide) in paragraph at lines 20196--20197 [] Underfull \hbox (badness 10000) in paragraph at lines 20196--20197 [270] [271] [272] [273] [274] [275] [276] Underfull \hbox (badness 6641) in paragraph at lines 20900--20903 []\T1/qtm/m/n/10 The list [277] [278] [279] Overfull \hbox (4.56378pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| Overfull \hbox (47.95493pt too wide) in paragraph at lines 21144--21147 [] [280] Overfull \hbox (1.75493pt too wide) in paragraph at lines 21183--21186 [] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] Overfull \hbox (18.09383pt too wide) in paragraph at lines 22182--22182 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 22182--22182 \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 22433--22433 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 22433--22433 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [295] Overfull \hbox (19.11383pt too wide) in paragraph at lines 22664--22664 \T1/qtm/m/it/10 tom_metric_metadata\T1/qtm/m/n/10 , Overfull \hbox (4.57382pt too wide) in paragraph at lines 22664--22664 \T1/qtm/m/it/10 fault_environment\T1/qtm/m/n/10 , Overfull \hbox (6.40382pt too wide) in paragraph at lines 22664--22664 \T1/qtm/m/it/10 plate_metric_type\T1/txtt/m/n/10 )| [296] Underfull \hbox (badness 10000) in paragraph at lines 22679--22682 []\T1/qtm/m/n/10 Or-der-ing Underfull \hbox (badness 10000) in paragraph at lines 22683--22686 [] [297] Underfull \hbox (badness 10000) in paragraph at lines 22833--22838 []\T1/qtm/m/n/10 Ad-di-tional pa- [298] Underfull \hbox (badness 10000) in paragraph at lines 23006--23011 []\T1/qtm/m/n/10 Ad-di-tional pa- [299] [300] Underfull \hbox (badness 10000) in paragraph at lines 23253--23258 []\T1/qtm/m/n/10 Ad-di-tional pa- [301] [302] [303] Underfull \hbox (badness 10000) in paragraph at lines 23629--23635 \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 23629--23635 \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 23636--23641 []\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 23698--23702 [] Underfull \hbox (badness 10000) in paragraph at lines 23698--23702 \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 23698--23702 \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 , [304] [305] Underfull \hbox (badness 10000) in paragraph at lines 23880--23886 []\T1/qtm/m/n/10 Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 23880--23886 \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 23880--23886 \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 23880--23886 \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 23922--23926 [] Underfull \hbox (badness 10000) in paragraph at lines 23922--23926 \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 23922--23926 \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 23936--23940 []\T1/qtm/m/n/10 Per-ma-nently en- [306] Underfull \hbox (badness 10000) in paragraph at lines 24065--24069 []\T1/qtm/m/n/10 Per-ma-nently en- [307] Overfull \hbox (70.84099pt too wide) in paragraph at lines 24225--24231 []\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 24225--24231 \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- [308] Underfull \hbox (badness 10000) in paragraph at lines 24269--24273 [] Underfull \hbox (badness 10000) in paragraph at lines 24269--24273 \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 24269--24273 \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 24315--24319 [] Underfull \hbox (badness 10000) in paragraph at lines 24315--24319 \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 24315--24319 \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 , [309] [310] Underfull \hbox (badness 10000) in paragraph at lines 24594--24598 [] Underfull \hbox (badness 10000) in paragraph at lines 24594--24598 \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 24594--24598 \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 , [311] Underfull \hbox (badness 10000) in paragraph at lines 24710--24721 \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 24710--24721 \T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil e1.txt^^Q, [312] Underfull \hbox (badness 10000) in paragraph at lines 24722--24726 [] Underfull \hbox (badness 10000) in paragraph at lines 24722--24726 \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 24722--24726 \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 24736--24740 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [313] [314] Underfull \hbox (badness 10000) in paragraph at lines 24909--24920 \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 24909--24920 \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 24926--24930 [] Underfull \hbox (badness 10000) in paragraph at lines 24926--24930 \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 24926--24930 \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 24940--24944 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [315] [316] [317] [318] [319] [320] [321] [322] [323] [324] Underfull \hbox (badness 10000) in paragraph at lines 26276--26280 \T1/qtm/m/n/10 See datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [325] [326] [327] Underfull \hbox (badness 10000) in paragraph at lines 26688--26693 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to [328] [329] Underfull \hbox (badness 10000) in paragraph at lines 26887--26891 []\T1/qtm/m/n/10 the tar-get typed Underfull \hbox (badness 10000) in paragraph at lines 26922--26928 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be Underfull \hbox (badness 10000) in paragraph at lines 26922--26928 \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 26922--26928 \T1/qtm/m/n/10 from DR app (True). only ap-plies to cus-tom es-ti-ma-tors with tar-get type [330] [331] [332] [333] Underfull \hbox (badness 10000) in paragraph at lines 27360--27364 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27365--27370 []\T1/qtm/m/n/10 You must Underfull \hbox (badness 10000) in paragraph at lines 27435--27439 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27440--27445 []\T1/qtm/m/n/10 You must [334] Underfull \hbox (badness 10000) in paragraph at lines 27599--27603 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [335] [336] [337] [338] [339] [340] [341] Underfull \hbox (badness 10000) in paragraph at lines 28397--28400 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [342] Underfull \hbox (badness 10000) in paragraph at lines 28461--28464 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [343] [344] [345] [346] [347] [348] [349] [350] [351] [352] [353] [354] [355] [356] Underfull \hbox (badness 10000) in paragraph at lines 29960--29964 []\T1/qtm/m/n/10 Fil-ter avail-able [357] Underfull \hbox (badness 10000) in paragraph at lines 30022--30026 []\T1/qtm/m/n/10 Fil-ter avail-able [358] [359] [360] [361] [362] [363] [364] [365] Underfull \hbox (badness 10000) in paragraph at lines 30975--30983 \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 / [366] [367] [368] [369] [370] [371] Overfull \hbox (7.10396pt too wide) in paragraph at lines 31625--31625 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [372] [373] [374] [375] [376] Underfull \hbox (badness 10000) in paragraph at lines 32099--32102 []\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 32106--32109 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. Overfull \hbox (10.06342pt too wide) in paragraph at lines 32165--32169 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [377] [378] [379] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32480--32484 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [380] [381] Underfull \hbox (badness 10000) in paragraph at lines 32732--32735 []\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 32739--32742 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. [382] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32794--32798 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [383] [384] [385] [386] [387] [388] [389] Underfull \hbox (badness 10000) in paragraph at lines 33699--33702 [] [390] Underfull \hbox (badness 10000) in paragraph at lines 33770--33773 [] [391] [392] Underfull \hbox (badness 10000) in paragraph at lines 33966--33969 [] Overfull \hbox (4.89491pt too wide) in paragraph at lines 33970--33973 [] [393] [394] [395] Underfull \hbox (badness 10000) in paragraph at lines 34195--34200 []\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 34195--34200 \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 34274--34278 []\T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at -tributes, see [396] [397] [398] Underfull \hbox (badness 10000) in paragraph at lines 34665--34670 []\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 34665--34670 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see [399] Underfull \hbox (badness 10000) in paragraph at lines 34733--34738 []\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 34733--34738 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [400] [401] [402] [403] [404] [405] [406] [407] [408] [409] Overfull \hbox (53.69485pt too wide) in paragraph at lines 35950--35953 [] [410] [411] [412] [413] [414] [415] [416] [417] [418] Overfull \hbox (10.41382pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [419] [420] [421] [422] [423] Overfull \hbox (77.69371pt too wide) in paragraph at lines 37368--37368 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.35371pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.0437pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (109.75372pt too wide) in paragraph at lines 37368--37368 \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 37368--37368 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [424] [425] Underfull \hbox (badness 10000) in paragraph at lines 37514--37517 []\T1/qtm/m/n/10 Scores on the [426] [427] [428] [429] [430] [431] [432] Underfull \hbox (badness 10000) in paragraph at lines 38409--38414 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [433] [434] [435] [436] Underfull \hbox (badness 10000) in paragraph at lines 38875--38880 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [437] [438] [439] Underfull \hbox (badness 8075) in paragraph at lines 39320--39324 []\T1/qtm/m/n/10 His-togram in-for-ma-tion as a mul-ti-cat-e-gor-i-cal_histogra m. The [440] Underfull \hbox (badness 10000) in paragraph at lines 39470--39473 []\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 39478--39481 []\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 39478--39481 \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 , [441] Underfull \hbox (badness 10000) in paragraph at lines 39537--39540 []\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 39596--39599 []\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 39606--39609 []\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 39606--39609 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [442] Underfull \hbox (badness 10000) in paragraph at lines 39674--39678 []\T1/qtm/m/n/10 The con-di-tional prob-a-bil-i-ties for the re-quested [443] Underfull \hbox (badness 10000) in paragraph at lines 39749--39753 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 39749--39753 \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 39754--39758 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de- Underfull \hbox (badness 10000) in paragraph at lines 39754--39758 \T1/qtm/m/n/10 pen-dence for the data. Since `v2.19' this is op-tional and de-f aults to [444] [445] [446] [447] Underfull \hbox (badness 10000) in paragraph at lines 40176--40181 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40176--40181 \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 40176--40181 \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 40182--40187 []\T1/qtm/m/n/10 Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 40240--40243 []\T1/qtm/m/n/10 Each el-e-ment is a \T1/txtt/m/n/10 datarobot.helpers. [448] Underfull \hbox (badness 10000) in paragraph at lines 40244--40249 []\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 40244--40249 \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 40302--40305 []\T1/qtm/m/n/10 The re-quested re-la-tion-ships [449] Underfull \hbox (badness 10000) in paragraph at lines 40340--40343 []\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 40344--40349 []\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 40344--40349 \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. [450] [451] Underfull \hbox (badness 10000) in paragraph at lines 40513--40516 []\T1/qtm/m/n/10 Col-umn(s) from the sec-ond Underfull \hbox (badness 10000) in paragraph at lines 40538--40543 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40538--40543 \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 40538--40543 \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 40544--40549 []\T1/qtm/m/n/10 Clos-est value of pre-dic- [452] [453] [454] Underfull \hbox (badness 10000) in paragraph at lines 40789--40793 []\T1/qtm/m/n/10 cre-den-tials used by the sec-ondary Underfull \hbox (badness 10000) in paragraph at lines 40820--40824 []\T1/qtm/m/n/10 list of sec- [455] [456] Underfull \hbox (badness 10000) in paragraph at lines 41000--41003 []\T1/qtm/m/n/10 [list of Sec-ondary-Dataset-Con-fig-u-ra-tions] The re- [457] [458] [459] Overfull \hbox (14.04398pt too wide) in paragraph at lines 41326--41326 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [460] [461] [462] [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] [473] [474] [475] [476] [477] [478] [479] [480] Underfull \hbox (badness 10000) in paragraph at lines 43825--43829 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [481] [482] [483] [484] Underfull \hbox (badness 10000) in paragraph at lines 44265--44269 [] Underfull \hbox (badness 5359) in paragraph at lines 44265--44269 \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 44273--44276 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 44280--44283 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 44287--44291 [] [485] [486] [487] [488] [489] [490] Overfull \hbox (11.75487pt too wide) in paragraph at lines 45038--45041 [] [491] Overfull \hbox (3.01492pt too wide) in paragraph at lines 45125--45128 [] [492] Underfull \hbox (badness 10000) in paragraph at lines 45291--45294 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 45494--45499 []\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 45494--45499 [][]\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 [495] [496] Underfull \hbox (badness 10000) in paragraph at lines 45715--45719 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 45720--45727 [] [497] Underfull \hbox (badness 10000) in paragraph at lines 45839--45842 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 45846--45850 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 45858--45862 [] [498] [499] Underfull \hbox (badness 10000) in paragraph at lines 46047--46057 []\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 46047--46057 \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 ). Underfull \hbox (badness 10000) in paragraph at lines 46114--46119 []\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 46114--46119 [][]\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 [500] [501] [502] [503] [504] [505] [506] [507] Underfull \hbox (badness 10000) in paragraph at lines 46953--46957 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [508] [509] [510] [511] Underfull \hbox (badness 10000) in paragraph at lines 47393--47397 [] Underfull \hbox (badness 5359) in paragraph at lines 47393--47397 \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 47401--47404 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 47408--47411 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 47415--47419 [] [512] [513] [514] [515] [516] [517] Overfull \hbox (11.75487pt too wide) in paragraph at lines 48166--48169 [] [518] Overfull \hbox (3.01492pt too wide) in paragraph at lines 48253--48256 [] [519] Underfull \hbox (badness 10000) in paragraph at lines 48396--48399 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [520] [521] Underfull \hbox (badness 10000) in paragraph at lines 48682--48686 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 48687--48694 [] [522] Underfull \hbox (badness 10000) in paragraph at lines 48806--48809 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 48813--48817 [] [523] Overfull \hbox (9.0348pt too wide) in paragraph at lines 48825--48829 [] [524] [525] [526] [527] [528] Overfull \vbox (1.47964pt too high) detected at line 49480 [529] [530] [531] Underfull \hbox (badness 10000) in paragraph at lines 49698--49702 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [532] [533] [534] [535] Underfull \hbox (badness 10000) in paragraph at lines 50138--50142 [] Underfull \hbox (badness 5359) in paragraph at lines 50138--50142 \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 50146--50149 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 50153--50156 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 50160--50164 [] [536] [537] [538] [539] [540] [541] Overfull \hbox (11.75487pt too wide) in paragraph at lines 50911--50914 [] Overfull \hbox (3.01492pt too wide) in paragraph at lines 50998--51001 [] [542] [543] Underfull \hbox (badness 10000) in paragraph at lines 51164--51167 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [544] Underfull \hbox (badness 10000) in paragraph at lines 51367--51372 []\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 51367--51372 [][]\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 51588--51592 []\T1/qtm/m/n/10 re-sponse [547] Overfull \hbox (16.65489pt too wide) in paragraph at lines 51593--51600 [] [548] Underfull \hbox (badness 10000) in paragraph at lines 51712--51715 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 51719--51723 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 51731--51735 [] [549] Underfull \hbox (badness 10000) in paragraph at lines 51920--51930 []\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 51920--51930 \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 51987--51992 []\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 51987--51992 [][]\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 52255--52260 []\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 52482--52486 [] [556] [557] Underfull \hbox (badness 10000) in paragraph at lines 52693--52698 []\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 52693--52698 [][]\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 52836--52839 []\T1/qtm/m/n/10 The back-test Underfull \hbox (badness 10000) in paragraph at lines 52895--52898 []\T1/qtm/m/n/10 The back-test [559] Underfull \hbox (badness 10000) in paragraph at lines 52941--52944 []\T1/qtm/m/n/10 The back-test [560] [561] [562] [563] [564] [565] Underfull \hbox (badness 10000) in paragraph at lines 53579--53583 []\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 53741--53745 []\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 53917--53921 [] Underfull \hbox (badness 5359) in paragraph at lines 53917--53921 \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 53925--53928 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 53932--53935 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 53939--53943 [] [569] [570] Underfull \hbox (badness 10000) in paragraph at lines 54076--54081 []\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 54120--54127 []\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 54178--54183 []\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 54222--54229 []\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 54736--54740 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [577] [578] [579] [580] [581] Overfull \hbox (11.75487pt too wide) in paragraph at lines 55423--55426 [] [582] Overfull \hbox (3.01492pt too wide) in paragraph at lines 55510--55513 [] [583] Underfull \hbox (badness 10000) in paragraph at lines 55676--55679 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [584] Underfull \hbox (badness 10000) in paragraph at lines 55750--55755 []\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 55750--55755 [][]\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 55888--55892 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 55893--55900 [] [587] Underfull \hbox (badness 10000) in paragraph at lines 56039--56044 []\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 56039--56044 [][]\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 [588] [589] [590] [591] [592] [593] [594] [595] [596] [597] Underfull \hbox (badness 10000) in paragraph at lines 57057--57061 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [598] [599] [600] [601] Underfull \hbox (badness 10000) in paragraph at lines 57497--57501 [] Underfull \hbox (badness 5359) in paragraph at lines 57497--57501 \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 57505--57508 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 57512--57515 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 57519--57523 [] [602] [603] [604] [605] [606] [607] Overfull \hbox (11.75487pt too wide) in paragraph at lines 58270--58273 [] Overfull \hbox (3.01492pt too wide) in paragraph at lines 58357--58360 [] [608] [609] Underfull \hbox (badness 10000) in paragraph at lines 58523--58526 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [610] Underfull \hbox (badness 10000) in paragraph at lines 58726--58731 []\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 58726--58731 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [611] [612] Underfull \hbox (badness 10000) in paragraph at lines 58947--58951 []\T1/qtm/m/n/10 re-sponse [613] Overfull \hbox (16.65489pt too wide) in paragraph at lines 58952--58959 [] [614] Underfull \hbox (badness 10000) in paragraph at lines 59071--59074 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 59078--59082 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 59090--59094 [] [615] Underfull \hbox (badness 10000) in paragraph at lines 59279--59289 []\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 59279--59289 \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 ). [616] Underfull \hbox (badness 10000) in paragraph at lines 59346--59351 []\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 59346--59351 [][]\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 [617] [618] [619] Underfull \hbox (badness 10000) in paragraph at lines 59657--59660 []\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 59661--59662 [] Underfull \hbox (badness 10000) in paragraph at lines 59661--59662 [620] [621] [622] [623] [624] [625] Overfull \hbox (3.26418pt too wide) in paragraph at lines 60475--60475 \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 60484--60487 []\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 60494--60497 []\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 60504--60508 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60504--60508 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [626] Underfull \hbox (badness 10000) in paragraph at lines 60520--60525 []\T1/qtm/m/n/10 [str or None] The du-ra-tion of the hold-out scor-ing data. If [627] Underfull \hbox (badness 10000) in paragraph at lines 60665--60669 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [628] Underfull \hbox (badness 10000) in paragraph at lines 60773--60778 []\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 , [629] Underfull \hbox (badness 10000) in paragraph at lines 60873--60874 []\T1/qtm/m/n/10 [bool][Switch to us-ing the older a_priori key name in-stead o f [630] [631] Underfull \hbox (badness 10000) in paragraph at lines 60978--60982 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60978--60982 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [632] [633] Underfull \hbox (badness 10000) in paragraph at lines 61203--61207 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [634] [635] [636] Underfull \hbox (badness 10000) in paragraph at lines 61576--61585 []\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 61576--61585 \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 , [637] [638] Underfull \hbox (badness 10000) in paragraph at lines 61752--61755 []\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 61752--61755 \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. [639] [640] Underfull \hbox (badness 10000) in paragraph at lines 61979--61982 []\T1/qtm/m/n/10 [pandas.Dataframe] the back-test at-tributes, for-mat-ted into a [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] Underfull \hbox (badness 10000) in paragraph at lines 63206--63209 []\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 63211--63214 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [651] Underfull \hbox (badness 6708) in paragraph at lines 63278--63283 []\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 63278--63283 \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 63293--63296 []\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 63298--63301 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [652] [653] [654] Overfull \hbox (15.28386pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [655] Underfull \hbox (badness 10000) in paragraph at lines 63745--63748 []\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 63758--63758 \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 63758--63758 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [656] [657] [658] [659] [660] [661] [662] [663] [664] Underfull \hbox (badness 10000) in paragraph at lines 64678--64683 []\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 [665] [666] [667] [668] [669] Underfull \hbox (badness 6412) in paragraph at lines 65241--65248 []\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 65241--65248 [][]\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 65241--65248 \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. [670] Overfull \hbox (1.56093pt too wide) in paragraph at lines 65325--65333 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [671] Underfull \hbox (badness 10000) in paragraph at lines 65462--65465 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [672] Underfull \hbox (badness 6412) in paragraph at lines 65596--65603 []\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 65596--65603 [][]\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 65596--65603 \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] [674] Underfull \hbox (badness 6412) in paragraph at lines 65788--65795 []\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 65788--65795 [][]\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 65788--65795 \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. [675] Overfull \hbox (3.01492pt too wide) in paragraph at lines 65914--65917 [] Overfull \hbox (50.28496pt too wide) in paragraph at lines 65919--65922 [] [676] [677] [678] [679] [680] Underfull \hbox (badness 10000) in paragraph at lines 66400--66404 []\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 [681] [682] [683] [684] [685] [686] [687] [688] [689] [690] [691] Underfull \hbox (badness 10000) in paragraph at lines 67676--67686 []\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 67676--67686 \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 ). [692] Underfull \hbox (badness 10000) in paragraph at lines 67767--67772 []\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 67767--67772 [][]\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 [693] Underfull \hbox (badness 10000) in paragraph at lines 67861--67865 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. [694] Underfull \hbox (badness 10000) in paragraph at lines 67911--67915 []\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 67977--67981 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with [695] [696] Underfull \hbox (badness 10000) in paragraph at lines 68152--68156 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68196--68200 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68253--68259 []\T1/qtm/m/n/10 This should be VER-BOSITY_LEVEL.SILENT or VER- [697] [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68516--68522 []\T1/qtm/m/n/10 (New in ver-sion v2.23) one of Underfull \hbox (badness 10000) in paragraph at lines 68516--68522 \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 68551--68556 []\T1/qtm/m/n/10 Time Se-ries only. Underfull \hbox (badness 10000) in paragraph at lines 68574--68581 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for Underfull \hbox (badness 10000) in paragraph at lines 68574--68581 \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 68574--68581 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [700] Overfull \hbox (1.56093pt too wide) in paragraph at lines 68593--68601 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [701] Underfull \hbox (badness 10000) in paragraph at lines 68748--68752 []\T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/1 0 datarobot. [702] [703] [704] Underfull \hbox (badness 10000) in paragraph at lines 69025--69028 []\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. [705] [706] [707] Overfull \hbox (1.56093pt too wide) in paragraph at lines 69516--69524 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [708] [709] Underfull \hbox (badness 10000) in paragraph at lines 69717--69723 []\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 [710] [711] [712] [713] [714] [715] [716] [717] Overfull \hbox (47.95493pt too wide) in paragraph at lines 70660--70663 [] [718] Overfull \hbox (1.75493pt too wide) in paragraph at lines 70699--70702 [] [719] [720] Overfull \hbox (0.7738pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [721] Overfull \hbox (74.31384pt too wide) in paragraph at lines 71043--71043 \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 71043--71043 \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 71043--71043 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 71043--71043 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 71043--71043 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [722] Overfull \hbox (32.31396pt too wide) in paragraph at lines 71101--71101 \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 71101--71101 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [723] [724] [725] [726] [727] [728] [729] [730] [731] [732] [733] Underfull \hbox (badness 10000) in paragraph at lines 72525--72530 []\T1/qtm/m/n/10 [float] The to-tal of SHAP val-ues for fea-tures be-yond the [734] [735] [736] [737] [738] [739] [740] [741] [742] [743] [744] Overfull \hbox (5.70496pt too wide) in paragraph at lines 73817--73820 [] [745] [746] [747] [748] [749] Underfull \hbox (badness 10000) in paragraph at lines 74407--74410 []\T1/qtm/m/n/10 A [750] [751] Overfull \hbox (53.69485pt too wide) in paragraph at lines 74560--74563 [] Overfull \hbox (0.71489pt too wide) in paragraph at lines 74613--74616 [] [752] Overfull \hbox (40.76382pt too wide) in paragraph at lines 74701--74701 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 74711--74715 []\T1/qtm/m/n/10 The list of [753] Overfull \hbox (4.4887pt too wide) in paragraph at lines 74835--74835 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| Underfull \hbox (badness 10000) in paragraph at lines 74864--74867 []\T1/qtm/m/n/10 A Overfull \hbox (2.52364pt too wide) in paragraph at lines 74905--74905 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull \hbox (35.9886pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [754] Underfull \hbox (badness 10000) in paragraph at lines 74914--74918 []\T1/qtm/m/n/10 The role of the Overfull \hbox (10.33382pt too wide) in paragraph at lines 74956--74956 \T1/qtm/m/it/10 info_creator_full_name\T1/qtm/m/n/10 , Overfull \hbox (41.32385pt too wide) in paragraph at lines 74956--74956 \T1/qtm/m/it/10 last_modifier_full_name=None\T1/qtm/m/n/10 , [755] Overfull \hbox (0.71489pt too wide) in paragraph at lines 75011--75014 [] [756] [757] [758] [759] [760] [761] [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] [774] [775] [776] Overfull \hbox (18.28377pt too wide) in paragraph at lines 77528--77528 []\T1/qtm/m/it/10 document_index\T1/qtm/m/n/10 , Overfull \hbox (50.41376pt too wide) in paragraph at lines 77528--77528 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [777] Overfull \hbox (2.3038pt too wide) in paragraph at lines 77617--77617 \T1/qtm/m/it/10 ment_page_width\T1/qtm/m/n/10 , Overfull \hbox (5.17381pt too wide) in paragraph at lines 77617--77617 \T1/qtm/m/it/10 ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 77617--77617 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [778] [779] Overfull \hbox (5.07387pt too wide) in paragraph at lines 77760--77760 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [780] Overfull \hbox (10.32385pt too wide) in paragraph at lines 77823--77823 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 77879--77879 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [781] [782] [783] Overfull \hbox (11.64404pt too wide) in paragraph at lines 78174--78174 \T1/qtm/m/it/10 tive_feature_derivation_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (7.74406pt too wide) in paragraph at lines 78174--78174 \T1/qtm/m/it/10 tive_feature_derivation_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (15.70413pt too wide) in paragraph at lines 78174--78174 \T1/qtm/m/it/10 is_n_clusters_dynamically_determined=None\T1/qtm/m/n/10 , [784] [785] Underfull \hbox (badness 10000) in paragraph at lines 78206--78209 []\T1/qtm/m/n/10 The back-test [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] Underfull \hbox (badness 5022) in paragraph at lines 79469--79472 []\T1/qtm/m/n/10 The type of the note-book - ei-ther plain or [796] [797] [798] [799] [800] [801] Overfull \hbox (28.40382pt too wide) in paragraph at lines 80201--80201 \T1/qtm/m/it/10 chunk_overlap_percentage\T1/qtm/m/n/10 , [802] [803] Overfull \hbox (24.70378pt too wide) in paragraph at lines 80356--80356 []\T1/qtm/m/it/10 embedding_models\T1/qtm/m/n/10 , Overfull \hbox (43.90378pt too wide) in paragraph at lines 80356--80356 \T1/qtm/m/it/10 fault_embedding_model\T1/qtm/m/n/10 , Overfull \hbox (92.71873pt too wide) in paragraph at lines 80356--80356 \T1/qtm/m/it/10 tom_model_embedding_validations\T1/txtt/m/n/10 )| [804] Overfull \hbox (47.62375pt too wide) in paragraph at lines 80427--80427 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (30.75374pt too wide) in paragraph at lines 80427--80427 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , 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at lines 80973--80976 []\T1/qtm/m/n/10 Set-tings for the [810] Underfull \hbox (badness 10000) in paragraph at lines 81165--81168 []\T1/qtm/m/n/10 The new vec-tor [811] Underfull \hbox (badness 10000) in paragraph at lines 81185--81188 []\T1/qtm/m/n/10 Whether to re-move the vec-tor [812] [813] [814] Underfull \hbox (badness 10000) in paragraph at lines 81589--81592 []\T1/qtm/m/n/10 Set-tings for the [815] Overfull \hbox (61.78394pt too wide) in paragraph at lines 81749--81749 \T1/qtm/m/it/10 chat_prompt_ids_included_in_history=None\T1/txtt/m/n/10 )| [816] Overfull \hbox (1.64392pt too wide) in paragraph at lines 81872--81872 \T1/qtm/m/it/10 mated_docs_token_count\T1/qtm/m/n/10 , [817] Overfull \hbox (16.12384pt too wide) in paragraph at lines 81927--81927 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [818] [819] [820] [821] Overfull \hbox (52.87373pt too wide) in paragraph at lines 82296--82296 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too 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der_by_columns=None\T1/qtm/m/n/10 , Overfull \hbox (38.33382pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 is_descending_order=False\T1/qtm/m/n/10 , Overfull \hbox (9.2038pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 data_store_id=None\T1/qtm/m/n/10 , Overfull \hbox (16.11383pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 data_source_id=None\T1/qtm/m/n/10 , Overfull \hbox (0.55383pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 source_size=None\T1/qtm/m/n/10 , Overfull \hbox (36.92384pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 mated_size_per_row=None\T1/qtm/m/n/10 , Overfull \hbox (13.69382pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 log_version_id=None\T1/qtm/m/n/10 , Overfull \hbox (9.66382pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 lect_columns=None\T1/txtt/m/n/10 )| [832] [833] Overfull \hbox (5.44394pt too wide) in paragraph at lines 83745--83745 \T1/qtm/m/it/10 tor_database_settings=None\T1/qtm/m/n/10 , [834] Overfull \hbox (48.67363pt too wide) in paragraph at lines 83900--83900 []\T1/qtm/m/it/10 insight_name\T1/qtm/m/n/10 , Overfull \hbox (5.05363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 de- Overfull \hbox (12.68364pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ploy- Overfull \hbox (54.61363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ment_id=None\T1/qtm/m/n/10 , Overfull \hbox (59.61363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 model_id=None\T1/qtm/m/n/10 , Overfull \hbox (11.72363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 side- Overfull \hbox (153.65364pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (8.94363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 cus- Overfull \hbox (80.47363pt too wide) in paragraph at lines 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lines 83900--83900 \T1/qtm/m/it/10 ex- Overfull \hbox (5.05363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 cu- Overfull \hbox (66.19362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 tion_status=None\T1/qtm/m/n/10 , Overfull \hbox (3.44362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 er- Overfull \hbox (73.35362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ror_message=None\T1/qtm/m/n/10 , Overfull \hbox (5.61363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ag- Overfull \hbox (8.44362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 gre- Overfull \hbox (5.21364pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ga- Overfull \hbox (63.50363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 tion_types=None\T1/qtm/m/n/10 , Overfull \hbox (11.72363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 side- Overfull \hbox (137.63365pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 car_model_metric_metadata=None\T1/qtm/m/n/10 , Overfull \hbox (97.90363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 guard_template_id=None\T1/qtm/m/n/10 , Overfull \hbox (120.1536pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 guard_configuration_id=None\T1/txtt/m/n/10 )| [835] [836] Overfull \hbox (8.47383pt too wide) in paragraph at lines 84006--84006 \T1/qtm/m/it/10 sights_configuration\T1/qtm/m/n/10 , Overfull \hbox (7.91383pt too wide) in paragraph at lines 84006--84006 \T1/qtm/m/it/10 last_update_user_id\T1/qtm/m/n/10 , [837] Overfull \hbox (83.20358pt too wide) in paragraph at lines 84122--84122 []\T1/qtm/m/it/10 input_token_price\T1/qtm/m/n/10 , Overfull \hbox (22.17357pt too wide) in paragraph at lines 84122--84122 \T1/qtm/m/it/10 ref- Overfull \hbox (19.19357pt too wide) in paragraph at lines 84122--84122 \T1/qtm/m/it/10 er- Overfull \hbox (108.19359pt too wide) in paragraph at lines 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\T1/qtm/m/it/10 cus- Overfull \hbox (161.10356pt too wide) in paragraph at lines 84122--84122 \T1/qtm/m/it/10 tom_model_llm_validation_id=None\T1/txtt/m/n/10 )| Overfull \hbox (110.96497pt too wide) in paragraph at lines 84134--84135 [] Underfull \hbox (badness 10000) in paragraph at lines 84134--84135 Overfull \hbox (113.71353pt too wide) in paragraph at lines 84144--84144 []\T1/qtm/m/it/10 cost_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (75.16354pt too wide) in paragraph at lines 84144--84144 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (138.0285pt too wide) in paragraph at lines 84144--84144 \T1/qtm/m/it/10 cost_metric_configurations\T1/txtt/m/n/10 )| [838] Overfull \hbox (102.31334pt too wide) in paragraph at lines 84213--84213 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (116.19334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (109.53334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 size\T1/qtm/m/n/10 , Overfull \hbox (143.41335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (136.05334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (149.93335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 dataset_name\T1/qtm/m/n/10 , Overfull \hbox (184.12335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (103.39333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 re- Overfull \hbox (182.85335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (138.41335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (108.19333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cor- Overfull \hbox (110.61333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 rect- Overfull \hbox (148.41335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ness_enabled\T1/qtm/m/n/10 , Overfull \hbox (107.83333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cre- Overfull \hbox (150.09334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (107.83333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cre- Overfull \hbox (137.16335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (107.43335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ten- Overfull \hbox (120.09334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (104.24335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ex- Overfull \hbox (99.80334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 e- Overfull \hbox (104.80334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cu- Overfull \hbox (138.33333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (103.19333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 er- Overfull \hbox (175.85332pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ror_message=None\T1/txtt/m/n/10 )| [839] Underfull \hbox (badness 10000) in paragraph at lines 84296--84299 []\T1/qtm/m/n/10 The eval-u-a-tion Underfull \hbox (badness 10000) in paragraph at lines 84346--84349 []\T1/qtm/m/n/10 A list of [840] Overfull \hbox (209.0132pt too wide) in paragraph at lines 84491--84491 []\T1/qtm/m/it/10 llm_blueprint_id\T1/qtm/m/n/10 , Overfull \hbox (159.02321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 eval- Overfull \hbox (147.6132pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 u- Overfull \hbox (147.6132pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 a- Overfull \hbox (262.5032pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 tion_dataset_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (156.90321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 met- Overfull \hbox (179.5532pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ric_name\T1/qtm/m/n/10 , Overfull \hbox (152.0532pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 de- Overfull \hbox (159.68321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ploy- Overfull \hbox (174.0032pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (171.48318pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 chat_id\T1/qtm/m/n/10 , Overfull \hbox (185.36319pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 chat_name\T1/qtm/m/n/10 , Overfull \hbox (152.6132pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ag- Overfull \hbox (155.44319pt too wide) in 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paragraph at lines 84491--84491 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (154.68321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ten- Overfull \hbox (170.64816pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ant_id\T1/txtt/m/n/10 )| [841] [842] Overfull \hbox (151.7633pt too wide) in paragraph at lines 84660--84660 []\T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (199.83331pt too wide) in paragraph at lines 84660--84660 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (119.10329pt too wide) in paragraph at lines 84660--84660 \T1/qtm/m/it/10 re- Overfull \hbox (201.3133pt too wide) in paragraph at lines 84660--84660 \T1/qtm/m/it/10 sponse_column_name\T1/txtt/m/n/10 )| Overfull \hbox (28.81355pt too wide) in paragraph at lines 84685--84685 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (110.62357pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull 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(94.35356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (33.93356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ten- Overfull \hbox (46.59355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (42.69356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (34.33354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 cre- Overfull \hbox (63.66356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (51.03355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 user_id\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ploy- Overfull \hbox (67.13356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (64.91356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (69.91356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (34.89354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 pre- Overfull \hbox (34.08356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 dic- Overfull \hbox (71.59355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 tion_timeout\T1/qtm/m/n/10 , Overfull \hbox (29.69354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 er- Overfull \hbox (71.99355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (29.08356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ci- Overfull \hbox (29.64355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ta- Overfull \hbox (129.05354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 tions_prefix_column_name\T1/qtm/m/n/10 , Overfull \hbox (29.89354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 re- Overfull \hbox (109.35356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (33.03354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 tar- Overfull \hbox (96.50354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 get_column_name\T1/txtt/m/n/10 )| [843] [844] [845] [846] Underfull \hbox (badness 10000) in paragraph at lines 85012--85016 []\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem- Underfull \hbox (badness 10000) in paragraph at lines 85012--85016 \T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] \T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate. [847] Overfull \hbox (225.76pt too wide) in paragraph at lines 85079--85086 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Con-fig-u-ra-tion Overfull \hbox (289.49pt too wide) in paragraph at lines 85088--85093 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Met-ricAggre-ga-tion Overfull \hbox (216.13pt too wide) in paragraph at lines 85095--85098 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Syn-thet-icE-val-u-a -tion-Dataset Overfull \hbox (168.13pt too wide) in paragraph at lines 85100--85108 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Side-car-Mod-el-Met- ric-Val-i-da-tion Underfull \hbox (badness 5119) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 car model met-ric val-i-da-tion. [][]\T1/txtt/m/sl/10 SidecarMod elMetricValidation.list[][] \T1/qtm/m/n/10 to list side-car model met- Underfull \hbox (badness 10000) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 ric val-i-da-tions. [][]\T1/txtt/m/sl/10 SidecarModelMetricValid ation.get[][] \T1/qtm/m/n/10 to get a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.revalida te[][] \T1/qtm/m/n/10 to re-run a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.update[] [] \T1/qtm/m/n/10 to up-date a side-car model met-ric val-i-da-tion. [848] [849] Underfull \hbox (badness 10000) in paragraph at lines 85276--85278 [][][]\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 [850] Underfull \hbox (badness 10000) in paragraph at lines 85414--85416 []\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. [851] Overfull \hbox (95.30997pt too wide) in paragraph at lines 85501--85504 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 In-sightsCon-fig-u-r a-tion Overfull \hbox (140.64998pt too wide) in paragraph at lines 85512--85518 []\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 85512--85518 \T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 to get the cost met-ric con-fig-u-ra-ti on. [][]\T1/txtt/m/sl/10 CostMetricConfiguration.create[][] \T1/qtm/m/n/10 to c re-ate a cost Overfull \hbox (126.52995pt too wide) in paragraph at lines 85520--85522 []\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 85524--85526 []\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 85524--85526 \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 [852] Underfull \hbox (badness 10000) in paragraph at lines 85553--85555 []\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 85612--85614 []\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 [853] [854] Underfull \hbox (badness 10000) in paragraph at lines 85784--85786 []\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/qt m/m/n/10 and [][]\T1/txtt/m/sl/10 Notebook. [855] Underfull \hbox (badness 10000) in paragraph at lines 85871--85877 \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 85871--85877 [][]\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 85871--85877 \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 85871--85877 \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 85914--85916 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_v s_actuals_over_time [856] Overfull \hbox (28.7594pt too wide) in paragraph at lines 85948--85951 [] Underfull \hbox (badness 10000) in paragraph at lines 85948--85951 \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 [857] Underfull \hbox (badness 10000) in paragraph at lines 86054--86060 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 7888) in paragraph at lines 86086--86088 []\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 86120--86129 \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 86120--86129 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 86120--86129 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] [858] Underfull \hbox (badness 10000) in paragraph at lines 86142--86155 \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 86142--86155 [][]\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 86142--86155 \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 86191--86193 []\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 86200--86202 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_o ver_time [859] Underfull \hbox (badness 10000) in paragraph at lines 86242--86257 \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 86242--86257 [][]\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 86242--86257 [][]\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 86287--86289 []\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 86311--86313 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [860] Underfull \hbox (badness 10000) in paragraph at lines 86425--86427 []\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 86439--86442 []\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 86449--86452 []\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 86464--86467 []\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 86469--86472 []\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. [861] Underfull \hbox (badness 10000) in paragraph at lines 86479--86482 []\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. Overfull \hbox (248.73975pt too wide) in paragraph at lines 86543--86544 [] Underfull \hbox (badness 10000) in paragraph at lines 86543--86544 Overfull \hbox (1039.5398pt too wide) in paragraph at lines 86565--86566 [] Underfull \hbox (badness 10000) in paragraph at lines 86565--86566 [862] Underfull \hbox (badness 10000) in paragraph at lines 86621--86625 []\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 86621--86625 [][]\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 86627--86632 []\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 86627--86632 [][]\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 86658--86662 []\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 , [863] [864] [865] Underfull \hbox (badness 10000) in paragraph at lines 86998--87001 []\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 87003--87005 []\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. [866] Underfull \hbox (badness 10000) in paragraph at lines 87086--87088 [][][]\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 87090--87092 [][][]\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 87122--87124 []\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. [867] Underfull \hbox (badness 10000) in paragraph at lines 87174--87179 []\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 87174--87179 \T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1 /qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm /m/n/10 - Underfull \hbox (badness 10000) in paragraph at lines 87216--87223 []\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 [868] Underfull \hbox (badness 10000) in paragraph at lines 87267--87280 \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 87267--87280 \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 87267--87280 \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 87267--87280 \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 87267--87280 \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. [869] Underfull \hbox (badness 10000) in paragraph at lines 87393--87395 []\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 87411--87414 []\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 [870] [871] Overfull \hbox (52.89496pt too wide) in paragraph at lines 87623--87624 [] Underfull \hbox (badness 10000) in paragraph at lines 87623--87624 Underfull \hbox (badness 10000) in paragraph at lines 87637--87639 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (957 pages, 4288170 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. 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 3799 [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.3827 ├── 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.3827 ├── abyssinian ! 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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.3829 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3829 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3829 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3829 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3830 │   ├── … ! 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.3830 │   ├── … ! 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.3830 │   ├── … ! 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.3830 │   ├── … ! 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 ├── 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.3831 ├── 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.3831 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3832 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3832 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3832 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3832 ...├── 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.3833 ...├── 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.3833 ...├── 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.3833 ...├── 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.3833 ...├── 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.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.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 │ ├── … [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 4177 [67] [68] [69] [70] Underfull \hbox (badness 7012) in paragraph at lines 4360--4363 []\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 4410--4413 []\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.5170 ...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.5170 ...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.5777 ├── 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.5777 ├── 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.5777 ├── 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.5778 ├  ├──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.5778 ├  ├──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.5778 ├  ├──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.5778 ├  ├──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.5779 ├  ├──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.5779 ├  ├──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.5779 ├  ├──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.5779 ├  ├──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.5780 ├  ├──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.5780 ├  ├──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.5780 ├  ├──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.5780 ├  ├──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.5781 ├── 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.5781 ├── 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.5781 ├── data.csv [90] [91] [92] [93] [94] [95] [96] Underfull \hbox (badness 10000) in paragraph at lines 6192--6199 \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 6357 [99] [100] [101] [102] [103] [104] [105] [106] [107] [108] [109] [110] [111] [112] [113] [114] Underfull \hbox (badness 10000) in paragraph at lines 7300--7305 []\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 8050 [125] [126] [127] Underfull \hbox (badness 5231) in paragraph at lines 8183--8188 []\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 8259--8262 \T1/qtm/m/n/10 minute val- Underfull \hbox (badness 7981) in paragraph at lines 8259--8262 \T1/qtm/m/n/10 hour of the Underfull \hbox (badness 10000) in paragraph at lines 8272--8275 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8272--8275 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 5741) in paragraph at lines 8272--8275 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8285--8287 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (8.34909pt too wide) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.59908pt too wide) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8288--8291 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 5741) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8301--8303 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.84909pt too wide) in paragraph at lines 8304--8307 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 run both Underfull \hbox (badness 7981) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (8.34909pt too wide) in paragraph at lines 8304--8307 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8304--8307 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8317--8319 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 5741) in paragraph at lines 8317--8319 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8317--8319 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8317--8319 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.5991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 this field Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (3.0991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (8.34909pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (3.0991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 will trig-ger Overfull \hbox (3.0991pt too wide) in paragraph at lines 8320--8324 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8320--8324 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8325--8328 \T1/qtm/m/n/10 such as Underfull \hbox (badness 10000) in paragraph at lines 8325--8328 \T1/qtm/m/n/10 Febru-ary Underfull \hbox (badness 6032) in paragraph at lines 8325--8328 \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 8336--8342 []\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 8336--8342 \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 8379--8382 []\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 8752 [135] [136] [137] [138] [139] [140] [141] [142] [143] [144] Overfull \vbox (1.61494pt too high) detected at line 9413 [145] Underfull \hbox (badness 10000) in paragraph at lines 9415--9419 \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 10053 [156] [157] [158] [159] [160] [161] [162] [163] [164] Underfull \hbox (badness 10000) in paragraph at lines 10656--10659 []\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 10872 [168] Overfull \vbox (1.97238pt too high) detected at line 10936 [169] [170] [171] [172] [173] Underfull \hbox (badness 10000) in paragraph at lines 11187--11191 []\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] Overfull \hbox (25.48097pt too wide) in paragraph at lines 11825--11828 []\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from gallery tem-plate , use \T1/qtm/m/it/10 dr.registry.Job.create_from_custom_metric_gallery_templat e\T1/qtm/m/n/10 , [184] [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12079--12082 []\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 13071--13074 []\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 13366--13373 []\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 13366--13373 \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 13366--13373 \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 13681--13685 []\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 14088--14088 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [213] Underfull \hbox (badness 10000) in paragraph at lines 14244--14248 []\T1/qtm/m/n/10 greater or [214] [215] Underfull \hbox (badness 10000) in paragraph at lines 14410--14415 []\T1/qtm/m/n/10 Op-tional. Fil-ter [216] [217] [218] [219] [220] [221] [222] Underfull \hbox (badness 10000) in paragraph at lines 15277--15281 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15282--15286 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [223] Underfull \hbox (badness 10000) in paragraph at lines 15326--15330 []\T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 15331--15335 []\T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: [224] Underfull \hbox (badness 10000) in paragraph at lines 15491--15494 []\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 18421--18425 []\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 18759--18760 [] Underfull \hbox (badness 10000) in paragraph at lines 18759--18760 [257] [258] [259] [260] [261] [262] [263] [264] [265] [266] [267] [268] [269] Overfull \hbox (13.15462pt too wide) in paragraph at lines 20196--20197 [] Underfull \hbox (badness 10000) in paragraph at lines 20196--20197 [270] [271] [272] [273] [274] [275] [276] Underfull \hbox (badness 6641) in paragraph at lines 20900--20903 []\T1/qtm/m/n/10 The list [277] [278] [279] Overfull \hbox (4.56378pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 21112--21112 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| Overfull \hbox (47.95493pt too wide) in paragraph at lines 21144--21147 [] [280] Overfull \hbox (1.75493pt too wide) in paragraph at lines 21183--21186 [] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] Overfull \hbox (18.09383pt too wide) in paragraph at lines 22182--22182 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 22182--22182 \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 22433--22433 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 22433--22433 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [295] Overfull \hbox (19.11383pt too wide) in paragraph at lines 22664--22664 \T1/qtm/m/it/10 tom_metric_metadata\T1/qtm/m/n/10 , Overfull \hbox (4.57382pt too wide) in paragraph at lines 22664--22664 \T1/qtm/m/it/10 fault_environment\T1/qtm/m/n/10 , Overfull \hbox (6.40382pt too wide) in paragraph at lines 22664--22664 \T1/qtm/m/it/10 plate_metric_type\T1/txtt/m/n/10 )| [296] Underfull \hbox (badness 10000) in paragraph at lines 22679--22682 []\T1/qtm/m/n/10 Or-der-ing Underfull \hbox (badness 10000) in paragraph at lines 22683--22686 [] [297] Underfull \hbox (badness 10000) in paragraph at lines 22833--22838 []\T1/qtm/m/n/10 Ad-di-tional pa- [298] Underfull \hbox (badness 10000) in paragraph at lines 23006--23011 []\T1/qtm/m/n/10 Ad-di-tional pa- [299] [300] Underfull \hbox (badness 10000) in paragraph at lines 23253--23258 []\T1/qtm/m/n/10 Ad-di-tional pa- [301] [302] [303] Underfull \hbox (badness 10000) in paragraph at lines 23629--23635 \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 23629--23635 \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 23636--23641 []\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 23698--23702 [] Underfull \hbox (badness 10000) in paragraph at lines 23698--23702 \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 23698--23702 \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 , [304] [305] Underfull \hbox (badness 10000) in paragraph at lines 23880--23886 []\T1/qtm/m/n/10 Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 23880--23886 \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 23880--23886 \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 23880--23886 \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 23922--23926 [] Underfull \hbox (badness 10000) in paragraph at lines 23922--23926 \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 23922--23926 \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 23936--23940 []\T1/qtm/m/n/10 Per-ma-nently en- [306] Underfull \hbox (badness 10000) in paragraph at lines 24065--24069 []\T1/qtm/m/n/10 Per-ma-nently en- [307] Overfull \hbox (70.84099pt too wide) in paragraph at lines 24225--24231 []\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 24225--24231 \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- [308] Underfull \hbox (badness 10000) in paragraph at lines 24269--24273 [] Underfull \hbox (badness 10000) in paragraph at lines 24269--24273 \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 24269--24273 \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 24315--24319 [] Underfull \hbox (badness 10000) in paragraph at lines 24315--24319 \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 24315--24319 \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 , [309] [310] Underfull \hbox (badness 10000) in paragraph at lines 24594--24598 [] Underfull \hbox (badness 10000) in paragraph at lines 24594--24598 \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 24594--24598 \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 , [311] Underfull \hbox (badness 10000) in paragraph at lines 24710--24721 \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 24710--24721 \T1/qtm/m/n/10 ^^Pfolder/file2.txt^^Q)] or [^^P/home/user/Documents/myModel/fil e1.txt^^Q, [312] Underfull \hbox (badness 10000) in paragraph at lines 24722--24726 [] Underfull \hbox (badness 10000) in paragraph at lines 24722--24726 \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 24722--24726 \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 24736--24740 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [313] [314] Underfull \hbox (badness 10000) in paragraph at lines 24909--24920 \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 24909--24920 \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 24926--24930 [] Underfull \hbox (badness 10000) in paragraph at lines 24926--24930 \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 24926--24930 \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 24940--24944 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [315] [316] [317] [318] [319] [320] [321] [322] [323] [324] Underfull \hbox (badness 10000) in paragraph at lines 26276--26280 \T1/qtm/m/n/10 See datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [325] [326] [327] Underfull \hbox (badness 10000) in paragraph at lines 26688--26693 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to [328] [329] Underfull \hbox (badness 10000) in paragraph at lines 26887--26891 []\T1/qtm/m/n/10 the tar-get typed Underfull \hbox (badness 10000) in paragraph at lines 26922--26928 []\T1/qtm/m/n/10 whether anomaly pre-dic-tions should be Underfull \hbox (badness 10000) in paragraph at lines 26922--26928 \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 26922--26928 \T1/qtm/m/n/10 from DR app (True). only ap-plies to cus-tom es-ti-ma-tors with tar-get type [330] [331] [332] [333] Underfull \hbox (badness 10000) in paragraph at lines 27360--27364 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27365--27370 []\T1/qtm/m/n/10 You must Underfull \hbox (badness 10000) in paragraph at lines 27435--27439 []\T1/qtm/m/n/10 Ad-di-tional pa- Underfull \hbox (badness 10000) in paragraph at lines 27440--27445 []\T1/qtm/m/n/10 You must [334] Underfull \hbox (badness 10000) in paragraph at lines 27599--27603 []\T1/qtm/m/n/10 Ad-di-tional pa-ram-e-ters re- [335] [336] [337] [338] [339] [340] [341] Underfull \hbox (badness 10000) in paragraph at lines 28397--28400 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [342] Underfull \hbox (badness 10000) in paragraph at lines 28461--28464 []\T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [343] [344] [345] [346] [347] [348] [349] [350] [351] [352] [353] [354] [355] [356] Underfull \hbox (badness 10000) in paragraph at lines 29960--29964 []\T1/qtm/m/n/10 Fil-ter avail-able [357] Underfull \hbox (badness 10000) in paragraph at lines 30022--30026 []\T1/qtm/m/n/10 Fil-ter avail-able [358] [359] [360] [361] [362] [363] [364] [365] Underfull \hbox (badness 10000) in paragraph at lines 30975--30983 \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 / [366] [367] [368] [369] [370] [371] Overfull \hbox (7.10396pt too wide) in paragraph at lines 31625--31625 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [372] [373] [374] [375] [376] Underfull \hbox (badness 10000) in paragraph at lines 32099--32102 []\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 32106--32109 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. Overfull \hbox (10.06342pt too wide) in paragraph at lines 32165--32169 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [377] [378] [379] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32480--32484 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [380] [381] Underfull \hbox (badness 10000) in paragraph at lines 32732--32735 []\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 32739--32742 []\T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/1 0 datarobot.enums. [382] Overfull \hbox (10.06342pt too wide) in paragraph at lines 32794--32798 []\T1/qtm/m/n/10 A list of \T1/txtt/m/n/10 datarobot.enums.DATETIME_TREND_PLOTS _RESOLUTION\T1/qtm/m/n/10 , [383] [384] [385] [386] [387] [388] [389] Underfull \hbox (badness 10000) in paragraph at lines 33699--33702 [] [390] Underfull \hbox (badness 10000) in paragraph at lines 33770--33773 [] [391] [392] Underfull \hbox (badness 10000) in paragraph at lines 33966--33969 [] Overfull \hbox (4.89491pt too wide) in paragraph at lines 33970--33973 [] [393] [394] [395] Underfull \hbox (badness 10000) in paragraph at lines 34195--34200 []\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 34195--34200 \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 34274--34278 []\T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at -tributes, see [396] [397] [398] Underfull \hbox (badness 10000) in paragraph at lines 34665--34670 []\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 34665--34670 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see [399] Underfull \hbox (badness 10000) in paragraph at lines 34733--34738 []\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 34733--34738 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [400] [401] [402] [403] [404] [405] [406] [407] [408] [409] Overfull \hbox (53.69485pt too wide) in paragraph at lines 35950--35953 [] [410] [411] [412] [413] [414] [415] [416] [417] [418] Overfull \hbox (10.41382pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 37134--37134 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [419] [420] [421] [422] [423] Overfull \hbox (77.69371pt too wide) in paragraph at lines 37368--37368 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.35371pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.0437pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (109.75372pt too wide) in paragraph at lines 37368--37368 \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 37368--37368 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 37368--37368 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [424] [425] Underfull \hbox (badness 10000) in paragraph at lines 37514--37517 []\T1/qtm/m/n/10 Scores on the [426] [427] [428] [429] [430] [431] [432] Underfull \hbox (badness 10000) in paragraph at lines 38409--38414 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [433] [434] [435] [436] Underfull \hbox (badness 10000) in paragraph at lines 38875--38880 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [437] [438] [439] Underfull \hbox (badness 8075) in paragraph at lines 39320--39324 []\T1/qtm/m/n/10 His-togram in-for-ma-tion as a mul-ti-cat-e-gor-i-cal_histogra m. The [440] Underfull \hbox (badness 10000) in paragraph at lines 39470--39473 []\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 39478--39481 []\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 39478--39481 \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 , [441] Underfull \hbox (badness 10000) in paragraph at lines 39537--39540 []\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 39596--39599 []\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 39606--39609 []\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 39606--39609 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [442] Underfull \hbox (badness 10000) in paragraph at lines 39674--39678 []\T1/qtm/m/n/10 The con-di-tional prob-a-bil-i-ties for the re-quested [443] Underfull \hbox (badness 10000) in paragraph at lines 39749--39753 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 39749--39753 \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 39754--39758 []\T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de- Underfull \hbox (badness 10000) in paragraph at lines 39754--39758 \T1/qtm/m/n/10 pen-dence for the data. Since `v2.19' this is op-tional and de-f aults to [444] [445] [446] [447] Underfull \hbox (badness 10000) in paragraph at lines 40176--40181 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40176--40181 \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 40176--40181 \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 40182--40187 []\T1/qtm/m/n/10 Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 40240--40243 []\T1/qtm/m/n/10 Each el-e-ment is a \T1/txtt/m/n/10 datarobot.helpers. [448] Underfull \hbox (badness 10000) in paragraph at lines 40244--40249 []\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 40244--40249 \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 40302--40305 []\T1/qtm/m/n/10 The re-quested re-la-tion-ships [449] Underfull \hbox (badness 10000) in paragraph at lines 40340--40343 []\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 40344--40349 []\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 40344--40349 \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. [450] [451] Underfull \hbox (badness 10000) in paragraph at lines 40513--40516 []\T1/qtm/m/n/10 Col-umn(s) from the sec-ond Underfull \hbox (badness 10000) in paragraph at lines 40538--40543 []\T1/qtm/m/n/10 List of fea-ture deriva-tion win- Underfull \hbox (badness 10000) in paragraph at lines 40538--40543 \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 40538--40543 \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 40544--40549 []\T1/qtm/m/n/10 Clos-est value of pre-dic- [452] [453] [454] Underfull \hbox (badness 10000) in paragraph at lines 40789--40793 []\T1/qtm/m/n/10 cre-den-tials used by the sec-ondary Underfull \hbox (badness 10000) in paragraph at lines 40820--40824 []\T1/qtm/m/n/10 list of sec- [455] [456] Underfull \hbox (badness 10000) in paragraph at lines 41000--41003 []\T1/qtm/m/n/10 [list of Sec-ondary-Dataset-Con-fig-u-ra-tions] The re- [457] [458] [459] Overfull \hbox (14.04398pt too wide) in paragraph at lines 41326--41326 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [460] [461] [462] [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] [473] [474] [475] [476] [477] [478] [479] [480] Underfull \hbox (badness 10000) in paragraph at lines 43825--43829 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [481] [482] [483] [484] Underfull \hbox (badness 10000) in paragraph at lines 44265--44269 [] Underfull \hbox (badness 5359) in paragraph at lines 44265--44269 \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 44273--44276 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 44280--44283 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 44287--44291 [] [485] [486] [487] [488] [489] [490] Overfull \hbox (11.75487pt too wide) in paragraph at lines 45038--45041 [] [491] Overfull \hbox (3.01492pt too wide) in paragraph at lines 45125--45128 [] [492] Underfull \hbox (badness 10000) in paragraph at lines 45291--45294 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 45494--45499 []\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 45494--45499 [][]\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 [495] [496] Underfull \hbox (badness 10000) in paragraph at lines 45715--45719 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 45720--45727 [] [497] Underfull \hbox (badness 10000) in paragraph at lines 45839--45842 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 45846--45850 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 45858--45862 [] [498] [499] Underfull \hbox (badness 10000) in paragraph at lines 46047--46057 []\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 46047--46057 \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 ). Underfull \hbox (badness 10000) in paragraph at lines 46114--46119 []\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 46114--46119 [][]\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 [500] [501] [502] [503] [504] [505] [506] [507] Underfull \hbox (badness 10000) in paragraph at lines 46953--46957 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [508] [509] [510] [511] Underfull \hbox (badness 10000) in paragraph at lines 47393--47397 [] Underfull \hbox (badness 5359) in paragraph at lines 47393--47397 \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 47401--47404 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 47408--47411 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 47415--47419 [] [512] [513] [514] [515] [516] [517] Overfull \hbox (11.75487pt too wide) in paragraph at lines 48166--48169 [] [518] Overfull \hbox (3.01492pt too wide) in paragraph at lines 48253--48256 [] [519] Underfull \hbox (badness 10000) in paragraph at lines 48396--48399 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [520] [521] Underfull \hbox (badness 10000) in paragraph at lines 48682--48686 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 48687--48694 [] [522] Underfull \hbox (badness 10000) in paragraph at lines 48806--48809 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 48813--48817 [] [523] Overfull \hbox (9.0348pt too wide) in paragraph at lines 48825--48829 [] [524] [525] [526] [527] [528] Overfull \vbox (1.47964pt too high) detected at line 49480 [529] [530] [531] Underfull \hbox (badness 10000) in paragraph at lines 49698--49702 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [532] [533] [534] [535] Underfull \hbox (badness 10000) in paragraph at lines 50138--50142 [] Underfull \hbox (badness 5359) in paragraph at lines 50138--50142 \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 50146--50149 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 50153--50156 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 50160--50164 [] [536] [537] [538] [539] [540] [541] Overfull \hbox (11.75487pt too wide) in paragraph at lines 50911--50914 [] Overfull \hbox (3.01492pt too wide) in paragraph at lines 50998--51001 [] [542] [543] Underfull \hbox (badness 10000) in paragraph at lines 51164--51167 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [544] Underfull \hbox (badness 10000) in paragraph at lines 51367--51372 []\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 51367--51372 [][]\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 51588--51592 []\T1/qtm/m/n/10 re-sponse [547] Overfull \hbox (16.65489pt too wide) in paragraph at lines 51593--51600 [] [548] Underfull \hbox (badness 10000) in paragraph at lines 51712--51715 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 51719--51723 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 51731--51735 [] [549] Underfull \hbox (badness 10000) in paragraph at lines 51920--51930 []\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 51920--51930 \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 51987--51992 []\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 51987--51992 [][]\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 52255--52260 []\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 52482--52486 [] [556] [557] Underfull \hbox (badness 10000) in paragraph at lines 52693--52698 []\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 52693--52698 [][]\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 52836--52839 []\T1/qtm/m/n/10 The back-test Underfull \hbox (badness 10000) in paragraph at lines 52895--52898 []\T1/qtm/m/n/10 The back-test [559] Underfull \hbox (badness 10000) in paragraph at lines 52941--52944 []\T1/qtm/m/n/10 The back-test [560] [561] [562] [563] [564] [565] Underfull \hbox (badness 10000) in paragraph at lines 53579--53583 []\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 53741--53745 []\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 53917--53921 [] Underfull \hbox (badness 5359) in paragraph at lines 53917--53921 \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 53925--53928 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 53932--53935 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 53939--53943 [] [569] [570] Underfull \hbox (badness 10000) in paragraph at lines 54076--54081 []\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 54120--54127 []\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 54178--54183 []\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 54222--54229 []\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 54736--54740 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [577] [578] [579] [580] [581] Overfull \hbox (11.75487pt too wide) in paragraph at lines 55423--55426 [] [582] Overfull \hbox (3.01492pt too wide) in paragraph at lines 55510--55513 [] [583] Underfull \hbox (badness 10000) in paragraph at lines 55676--55679 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [584] Underfull \hbox (badness 10000) in paragraph at lines 55750--55755 []\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 55750--55755 [][]\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 55888--55892 []\T1/qtm/m/n/10 re-sponse Overfull \hbox (16.65489pt too wide) in paragraph at lines 55893--55900 [] [587] Underfull \hbox (badness 10000) in paragraph at lines 56039--56044 []\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 56039--56044 [][]\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 [588] [589] [590] [591] [592] [593] [594] [595] [596] [597] Underfull \hbox (badness 10000) in paragraph at lines 57057--57061 []\T1/qtm/m/n/10 [DataSlice, op-tional] Fil-ters the re-turned resid-u-als char ts by [598] [599] [600] [601] Underfull \hbox (badness 10000) in paragraph at lines 57497--57501 [] Underfull \hbox (badness 5359) in paragraph at lines 57497--57501 \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 57505--57508 [] Overfull \hbox (1.01459pt too wide) in paragraph at lines 57512--57515 [] Overfull \hbox (4.81488pt too wide) in paragraph at lines 57519--57523 [] [602] [603] [604] [605] [606] [607] Overfull \hbox (11.75487pt too wide) in paragraph at lines 58270--58273 [] Overfull \hbox (3.01492pt too wide) in paragraph at lines 58357--58360 [] [608] [609] Underfull \hbox (badness 10000) in paragraph at lines 58523--58526 []\T1/qtm/m/n/10 [string] The dataset to make pre-dic-tions against (as up-load ed from [610] Underfull \hbox (badness 10000) in paragraph at lines 58726--58731 []\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 58726--58731 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [611] [612] Underfull \hbox (badness 10000) in paragraph at lines 58947--58951 []\T1/qtm/m/n/10 re-sponse [613] Overfull \hbox (16.65489pt too wide) in paragraph at lines 58952--58959 [] [614] Underfull \hbox (badness 10000) in paragraph at lines 59071--59074 [] Overfull \hbox (56.6198pt too wide) in paragraph at lines 59078--59082 [] Overfull \hbox (9.0348pt too wide) in paragraph at lines 59090--59094 [] [615] Underfull \hbox (badness 10000) in paragraph at lines 59279--59289 []\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 59279--59289 \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 ). [616] Underfull \hbox (badness 10000) in paragraph at lines 59346--59351 []\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 59346--59351 [][]\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 [617] [618] [619] Underfull \hbox (badness 10000) in paragraph at lines 59657--59660 []\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 59661--59662 [] Underfull \hbox (badness 10000) in paragraph at lines 59661--59662 [620] [621] [622] [623] [624] [625] Overfull \hbox (3.26418pt too wide) in paragraph at lines 60475--60475 \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 60484--60487 []\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 60494--60497 []\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 60504--60508 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60504--60508 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [626] Underfull \hbox (badness 10000) in paragraph at lines 60520--60525 []\T1/qtm/m/n/10 [str or None] The du-ra-tion of the hold-out scor-ing data. If [627] Underfull \hbox (badness 10000) in paragraph at lines 60665--60669 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [628] Underfull \hbox (badness 10000) in paragraph at lines 60773--60778 []\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 , [629] Underfull \hbox (badness 10000) in paragraph at lines 60873--60874 []\T1/qtm/m/n/10 [bool][Switch to us-ing the older a_priori key name in-stead o f [630] [631] Underfull \hbox (badness 10000) in paragraph at lines 60978--60982 []\T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 60978--60982 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [632] [633] Underfull \hbox (badness 10000) in paragraph at lines 61203--61207 []\T1/qtm/m/n/10 (New in ver-sion v2.24) [634] [635] [636] Underfull \hbox (badness 10000) in paragraph at lines 61576--61585 []\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 61576--61585 \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 , [637] [638] Underfull \hbox (badness 10000) in paragraph at lines 61752--61755 []\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 61752--61755 \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. [639] [640] Underfull \hbox (badness 10000) in paragraph at lines 61979--61982 []\T1/qtm/m/n/10 [pandas.Dataframe] the back-test at-tributes, for-mat-ted into a [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] Underfull \hbox (badness 10000) in paragraph at lines 63206--63209 []\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 63211--63214 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [651] Underfull \hbox (badness 6708) in paragraph at lines 63278--63283 []\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 63278--63283 \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 63293--63296 []\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 63298--63301 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [652] [653] [654] Overfull \hbox (15.28386pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 63673--63673 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [655] Underfull \hbox (badness 10000) in paragraph at lines 63745--63748 []\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 63758--63758 \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 63758--63758 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [656] [657] [658] [659] [660] [661] [662] [663] [664] Underfull \hbox (badness 10000) in paragraph at lines 64678--64683 []\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 [665] [666] [667] [668] [669] Underfull \hbox (badness 6412) in paragraph at lines 65241--65248 []\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 65241--65248 [][]\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 65241--65248 \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. [670] Overfull \hbox (1.56093pt too wide) in paragraph at lines 65325--65333 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [671] Underfull \hbox (badness 10000) in paragraph at lines 65462--65465 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [672] Underfull \hbox (badness 6412) in paragraph at lines 65596--65603 []\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 65596--65603 [][]\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 65596--65603 \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] [674] Underfull \hbox (badness 6412) in paragraph at lines 65788--65795 []\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 65788--65795 [][]\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 65788--65795 \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. [675] Overfull \hbox (3.01492pt too wide) in paragraph at lines 65914--65917 [] Overfull \hbox (50.28496pt too wide) in paragraph at lines 65919--65922 [] [676] [677] [678] [679] [680] Underfull \hbox (badness 10000) in paragraph at lines 66400--66404 []\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 [681] [682] [683] [684] [685] [686] [687] [688] [689] [690] [691] Underfull \hbox (badness 10000) in paragraph at lines 67676--67686 []\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 67676--67686 \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 ). [692] Underfull \hbox (badness 10000) in paragraph at lines 67767--67772 []\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 67767--67772 [][]\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 [693] Underfull \hbox (badness 10000) in paragraph at lines 67861--67865 []\T1/qtm/m/n/10 [str] Cho-sen blend method, one from \T1/txtt/m/n/10 datarobot .enums. [694] Underfull \hbox (badness 10000) in paragraph at lines 67911--67915 []\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 67977--67981 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with [695] [696] Underfull \hbox (badness 10000) in paragraph at lines 68152--68156 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68196--68200 []\T1/qtm/m/n/10 [QUEUE_STATUS enum, op-tional] If called with Underfull \hbox (badness 10000) in paragraph at lines 68253--68259 []\T1/qtm/m/n/10 This should be VER-BOSITY_LEVEL.SILENT or VER- [697] [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68516--68522 []\T1/qtm/m/n/10 (New in ver-sion v2.23) one of Underfull \hbox (badness 10000) in paragraph at lines 68516--68522 \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 68551--68556 []\T1/qtm/m/n/10 Time Se-ries only. Underfull \hbox (badness 10000) in paragraph at lines 68574--68581 []\T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for Underfull \hbox (badness 10000) in paragraph at lines 68574--68581 \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 68574--68581 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [700] Overfull \hbox (1.56093pt too wide) in paragraph at lines 68593--68601 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [701] Underfull \hbox (badness 10000) in paragraph at lines 68748--68752 []\T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/1 0 datarobot. [702] [703] [704] Underfull \hbox (badness 10000) in paragraph at lines 69025--69028 []\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. [705] [706] [707] Overfull \hbox (1.56093pt too wide) in paragraph at lines 69516--69524 []\T1/qtm/m/n/10 [str, op-tional] One of datarobot.enums.BiasMitigationTechniqu e [708] [709] Underfull \hbox (badness 10000) in paragraph at lines 69717--69723 []\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 [710] [711] [712] [713] [714] [715] [716] [717] Overfull \hbox (47.95493pt too wide) in paragraph at lines 70660--70663 [] [718] Overfull \hbox (1.75493pt too wide) in paragraph at lines 70699--70702 [] [719] [720] Overfull \hbox (0.7738pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 70989--70989 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [721] Overfull \hbox (74.31384pt too wide) in paragraph at lines 71043--71043 \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 71043--71043 \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 71043--71043 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 71043--71043 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 71043--71043 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [722] Overfull \hbox (32.31396pt too wide) in paragraph at lines 71101--71101 \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 71101--71101 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [723] [724] [725] [726] [727] [728] [729] [730] [731] [732] [733] Underfull \hbox (badness 10000) in paragraph at lines 72525--72530 []\T1/qtm/m/n/10 [float] The to-tal of SHAP val-ues for fea-tures be-yond the [734] [735] [736] [737] [738] [739] [740] [741] [742] [743] [744] Overfull \hbox (5.70496pt too wide) in paragraph at lines 73817--73820 [] [745] [746] [747] [748] [749] Underfull \hbox (badness 10000) in paragraph at lines 74407--74410 []\T1/qtm/m/n/10 A [750] [751] Overfull \hbox (53.69485pt too wide) in paragraph at lines 74560--74563 [] Overfull \hbox (0.71489pt too wide) in paragraph at lines 74613--74616 [] [752] Overfull \hbox (40.76382pt too wide) in paragraph at lines 74701--74701 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 74711--74715 []\T1/qtm/m/n/10 The list of [753] Overfull \hbox (4.4887pt too wide) in paragraph at lines 74835--74835 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| Underfull \hbox (badness 10000) in paragraph at lines 74864--74867 []\T1/qtm/m/n/10 A Overfull \hbox (2.52364pt too wide) in paragraph at lines 74905--74905 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull \hbox (35.9886pt too wide) in paragraph at lines 74905--74905 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [754] Underfull \hbox (badness 10000) in paragraph at lines 74914--74918 []\T1/qtm/m/n/10 The role of the Overfull \hbox (10.33382pt too wide) in paragraph at lines 74956--74956 \T1/qtm/m/it/10 info_creator_full_name\T1/qtm/m/n/10 , Overfull \hbox (41.32385pt too wide) in paragraph at lines 74956--74956 \T1/qtm/m/it/10 last_modifier_full_name=None\T1/qtm/m/n/10 , [755] Overfull \hbox (0.71489pt too wide) in paragraph at lines 75011--75014 [] [756] [757] [758] [759] [760] [761] [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] [774] [775] [776] Overfull \hbox (18.28377pt too wide) in paragraph at lines 77528--77528 []\T1/qtm/m/it/10 document_index\T1/qtm/m/n/10 , Overfull \hbox (50.41376pt too wide) in paragraph at lines 77528--77528 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [777] Overfull \hbox (2.3038pt too wide) in paragraph at lines 77617--77617 \T1/qtm/m/it/10 ment_page_width\T1/qtm/m/n/10 , Overfull \hbox (5.17381pt too wide) in paragraph at lines 77617--77617 \T1/qtm/m/it/10 ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 77617--77617 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [778] [779] Overfull \hbox (5.07387pt too wide) in paragraph at lines 77760--77760 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [780] Overfull \hbox (10.32385pt too wide) in paragraph at lines 77823--77823 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 77879--77879 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [781] [782] [783] Overfull \hbox (11.64404pt too wide) in paragraph at lines 78174--78174 \T1/qtm/m/it/10 tive_feature_derivation_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (7.74406pt too wide) in paragraph at lines 78174--78174 \T1/qtm/m/it/10 tive_feature_derivation_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (15.70413pt too wide) in paragraph at lines 78174--78174 \T1/qtm/m/it/10 is_n_clusters_dynamically_determined=None\T1/qtm/m/n/10 , [784] [785] Underfull \hbox (badness 10000) in paragraph at lines 78206--78209 []\T1/qtm/m/n/10 The back-test [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] Underfull \hbox (badness 5022) in paragraph at lines 79469--79472 []\T1/qtm/m/n/10 The type of the note-book - ei-ther plain or [796] [797] [798] [799] [800] [801] Overfull \hbox (28.40382pt too wide) in paragraph at lines 80201--80201 \T1/qtm/m/it/10 chunk_overlap_percentage\T1/qtm/m/n/10 , [802] [803] Overfull \hbox (24.70378pt too wide) in paragraph at lines 80356--80356 []\T1/qtm/m/it/10 embedding_models\T1/qtm/m/n/10 , Overfull \hbox (43.90378pt too wide) in paragraph at lines 80356--80356 \T1/qtm/m/it/10 fault_embedding_model\T1/qtm/m/n/10 , Overfull \hbox (92.71873pt too wide) in paragraph at lines 80356--80356 \T1/qtm/m/it/10 tom_model_embedding_validations\T1/txtt/m/n/10 )| [804] Overfull \hbox (47.62375pt too wide) in paragraph at lines 80427--80427 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (30.75374pt too wide) in paragraph at lines 80427--80427 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , 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at lines 80973--80976 []\T1/qtm/m/n/10 Set-tings for the [810] Underfull \hbox (badness 10000) in paragraph at lines 81165--81168 []\T1/qtm/m/n/10 The new vec-tor [811] Underfull \hbox (badness 10000) in paragraph at lines 81185--81188 []\T1/qtm/m/n/10 Whether to re-move the vec-tor [812] [813] [814] Underfull \hbox (badness 10000) in paragraph at lines 81589--81592 []\T1/qtm/m/n/10 Set-tings for the [815] Overfull \hbox (61.78394pt too wide) in paragraph at lines 81749--81749 \T1/qtm/m/it/10 chat_prompt_ids_included_in_history=None\T1/txtt/m/n/10 )| [816] Overfull \hbox (1.64392pt too wide) in paragraph at lines 81872--81872 \T1/qtm/m/it/10 mated_docs_token_count\T1/qtm/m/n/10 , [817] Overfull \hbox (16.12384pt too wide) in paragraph at lines 81927--81927 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [818] [819] [820] [821] Overfull \hbox (52.87373pt too wide) in paragraph at lines 82296--82296 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too 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der_by_columns=None\T1/qtm/m/n/10 , Overfull \hbox (38.33382pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 is_descending_order=False\T1/qtm/m/n/10 , Overfull \hbox (9.2038pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 data_store_id=None\T1/qtm/m/n/10 , Overfull \hbox (16.11383pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 data_source_id=None\T1/qtm/m/n/10 , Overfull \hbox (0.55383pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 source_size=None\T1/qtm/m/n/10 , Overfull \hbox (36.92384pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 mated_size_per_row=None\T1/qtm/m/n/10 , Overfull \hbox (13.69382pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 log_version_id=None\T1/qtm/m/n/10 , Overfull \hbox (9.66382pt too wide) in paragraph at lines 83512--83512 \T1/qtm/m/it/10 lect_columns=None\T1/txtt/m/n/10 )| [832] [833] Overfull \hbox (5.44394pt too wide) in paragraph at lines 83745--83745 \T1/qtm/m/it/10 tor_database_settings=None\T1/qtm/m/n/10 , [834] Overfull \hbox (48.67363pt too wide) in paragraph at lines 83900--83900 []\T1/qtm/m/it/10 insight_name\T1/qtm/m/n/10 , Overfull \hbox (5.05363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 de- Overfull \hbox (12.68364pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ploy- Overfull \hbox (54.61363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ment_id=None\T1/qtm/m/n/10 , Overfull \hbox (59.61363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 model_id=None\T1/qtm/m/n/10 , Overfull \hbox (11.72363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 side- Overfull \hbox (153.65364pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (8.94363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 cus- Overfull \hbox (80.47363pt too wide) in paragraph at lines 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lines 83900--83900 \T1/qtm/m/it/10 ex- Overfull \hbox (5.05363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 cu- Overfull \hbox (66.19362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 tion_status=None\T1/qtm/m/n/10 , Overfull \hbox (3.44362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 er- Overfull \hbox (73.35362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ror_message=None\T1/qtm/m/n/10 , Overfull \hbox (5.61363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ag- Overfull \hbox (8.44362pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 gre- Overfull \hbox (5.21364pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 ga- Overfull \hbox (63.50363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 tion_types=None\T1/qtm/m/n/10 , Overfull \hbox (11.72363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 side- Overfull \hbox (137.63365pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 car_model_metric_metadata=None\T1/qtm/m/n/10 , Overfull \hbox (97.90363pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 guard_template_id=None\T1/qtm/m/n/10 , Overfull \hbox (120.1536pt too wide) in paragraph at lines 83900--83900 \T1/qtm/m/it/10 guard_configuration_id=None\T1/txtt/m/n/10 )| [835] [836] Overfull \hbox (8.47383pt too wide) in paragraph at lines 84006--84006 \T1/qtm/m/it/10 sights_configuration\T1/qtm/m/n/10 , Overfull \hbox (7.91383pt too wide) in paragraph at lines 84006--84006 \T1/qtm/m/it/10 last_update_user_id\T1/qtm/m/n/10 , [837] Overfull \hbox (83.20358pt too wide) in paragraph at lines 84122--84122 []\T1/qtm/m/it/10 input_token_price\T1/qtm/m/n/10 , Overfull \hbox (22.17357pt too wide) in paragraph at lines 84122--84122 \T1/qtm/m/it/10 ref- Overfull \hbox (19.19357pt too wide) in paragraph at lines 84122--84122 \T1/qtm/m/it/10 er- Overfull \hbox (108.19359pt too wide) in paragraph at lines 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\T1/qtm/m/it/10 cus- Overfull \hbox (161.10356pt too wide) in paragraph at lines 84122--84122 \T1/qtm/m/it/10 tom_model_llm_validation_id=None\T1/txtt/m/n/10 )| Overfull \hbox (110.96497pt too wide) in paragraph at lines 84134--84135 [] Underfull \hbox (badness 10000) in paragraph at lines 84134--84135 Overfull \hbox (113.71353pt too wide) in paragraph at lines 84144--84144 []\T1/qtm/m/it/10 cost_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (75.16354pt too wide) in paragraph at lines 84144--84144 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (138.0285pt too wide) in paragraph at lines 84144--84144 \T1/qtm/m/it/10 cost_metric_configurations\T1/txtt/m/n/10 )| [838] Overfull \hbox (102.31334pt too wide) in paragraph at lines 84213--84213 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (116.19334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (109.53334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 size\T1/qtm/m/n/10 , Overfull \hbox (143.41335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (136.05334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (149.93335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 dataset_name\T1/qtm/m/n/10 , Overfull \hbox (184.12335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (103.39333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 re- Overfull \hbox (182.85335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (138.41335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (108.19333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cor- Overfull \hbox (110.61333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 rect- Overfull \hbox (148.41335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ness_enabled\T1/qtm/m/n/10 , Overfull \hbox (107.83333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cre- Overfull \hbox (150.09334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (107.83333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cre- Overfull \hbox (137.16335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (107.43335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ten- Overfull \hbox (120.09334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (104.24335pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ex- Overfull \hbox (99.80334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 e- Overfull \hbox (104.80334pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 cu- Overfull \hbox (138.33333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (103.19333pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 er- Overfull \hbox (175.85332pt too wide) in paragraph at lines 84213--84213 \T1/qtm/m/it/10 ror_message=None\T1/txtt/m/n/10 )| [839] Underfull \hbox (badness 10000) in paragraph at lines 84296--84299 []\T1/qtm/m/n/10 The eval-u-a-tion Underfull \hbox (badness 10000) in paragraph at lines 84346--84349 []\T1/qtm/m/n/10 A list of [840] Overfull \hbox (209.0132pt too wide) in paragraph at lines 84491--84491 []\T1/qtm/m/it/10 llm_blueprint_id\T1/qtm/m/n/10 , Overfull \hbox (159.02321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 eval- Overfull \hbox (147.6132pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 u- Overfull \hbox (147.6132pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 a- Overfull \hbox (262.5032pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 tion_dataset_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (156.90321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 met- Overfull \hbox (179.5532pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ric_name\T1/qtm/m/n/10 , Overfull \hbox (152.0532pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 de- Overfull \hbox (159.68321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ploy- Overfull \hbox (174.0032pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (171.48318pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 chat_id\T1/qtm/m/n/10 , Overfull \hbox (185.36319pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 chat_name\T1/qtm/m/n/10 , Overfull \hbox (152.6132pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ag- Overfull \hbox (155.44319pt too wide) in 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paragraph at lines 84491--84491 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (154.68321pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ten- Overfull \hbox (170.64816pt too wide) in paragraph at lines 84491--84491 \T1/qtm/m/it/10 ant_id\T1/txtt/m/n/10 )| [841] [842] Overfull \hbox (151.7633pt too wide) in paragraph at lines 84660--84660 []\T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (199.83331pt too wide) in paragraph at lines 84660--84660 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (119.10329pt too wide) in paragraph at lines 84660--84660 \T1/qtm/m/it/10 re- Overfull \hbox (201.3133pt too wide) in paragraph at lines 84660--84660 \T1/qtm/m/it/10 sponse_column_name\T1/txtt/m/n/10 )| Overfull \hbox (28.81355pt too wide) in paragraph at lines 84685--84685 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (110.62357pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull 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(94.35356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (33.93356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ten- Overfull \hbox (46.59355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (42.69356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (34.33354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 cre- Overfull \hbox (63.66356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (51.03355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 user_id\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ploy- Overfull \hbox (67.13356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (64.91356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (69.91356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (34.89354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 pre- Overfull \hbox (34.08356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 dic- Overfull \hbox (71.59355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 tion_timeout\T1/qtm/m/n/10 , Overfull \hbox (29.69354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 er- Overfull \hbox (71.99355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (29.08356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ci- Overfull \hbox (29.64355pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 ta- Overfull \hbox (129.05354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 tions_prefix_column_name\T1/qtm/m/n/10 , Overfull \hbox (29.89354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 re- Overfull \hbox (109.35356pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (33.03354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 tar- Overfull \hbox (96.50354pt too wide) in paragraph at lines 84685--84685 \T1/qtm/m/it/10 get_column_name\T1/txtt/m/n/10 )| [843] [844] [845] [846] Underfull \hbox (badness 10000) in paragraph at lines 85012--85016 []\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem- Underfull \hbox (badness 10000) in paragraph at lines 85012--85016 \T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] \T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate. [847] Overfull \hbox (225.76pt too wide) in paragraph at lines 85079--85086 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Con-fig-u-ra-tion Overfull \hbox (289.49pt too wide) in paragraph at lines 85088--85093 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Met-ricAggre-ga-tion Overfull \hbox (216.13pt too wide) in paragraph at lines 85095--85098 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Syn-thet-icE-val-u-a -tion-Dataset Overfull \hbox (168.13pt too wide) in paragraph at lines 85100--85108 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Side-car-Mod-el-Met- ric-Val-i-da-tion Underfull \hbox (badness 5119) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 car model met-ric val-i-da-tion. [][]\T1/txtt/m/sl/10 SidecarMod elMetricValidation.list[][] \T1/qtm/m/n/10 to list side-car model met- Underfull \hbox (badness 10000) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 ric val-i-da-tions. [][]\T1/txtt/m/sl/10 SidecarModelMetricValid ation.get[][] \T1/qtm/m/n/10 to get a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.revalida te[][] \T1/qtm/m/n/10 to re-run a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 85100--85108 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.update[] [] \T1/qtm/m/n/10 to up-date a side-car model met-ric val-i-da-tion. [848] [849] Underfull \hbox (badness 10000) in paragraph at lines 85276--85278 [][][]\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 [850] Underfull \hbox (badness 10000) in paragraph at lines 85414--85416 []\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. [851] Overfull \hbox (95.30997pt too wide) in paragraph at lines 85501--85504 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 In-sightsCon-fig-u-r a-tion Overfull \hbox (140.64998pt too wide) in paragraph at lines 85512--85518 []\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 85512--85518 \T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 to get the cost met-ric con-fig-u-ra-ti on. [][]\T1/txtt/m/sl/10 CostMetricConfiguration.create[][] \T1/qtm/m/n/10 to c re-ate a cost Overfull \hbox (126.52995pt too wide) in paragraph at lines 85520--85522 []\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 85524--85526 []\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 85524--85526 \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 [852] Underfull \hbox (badness 10000) in paragraph at lines 85553--85555 []\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 85612--85614 []\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 [853] [854] Underfull \hbox (badness 10000) in paragraph at lines 85784--85786 []\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/qt m/m/n/10 and [][]\T1/txtt/m/sl/10 Notebook. [855] Underfull \hbox (badness 10000) in paragraph at lines 85871--85877 \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 85871--85877 [][]\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 85871--85877 \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 85871--85877 \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 85914--85916 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_v s_actuals_over_time [856] Overfull \hbox (28.7594pt too wide) in paragraph at lines 85948--85951 [] Underfull \hbox (badness 10000) in paragraph at lines 85948--85951 \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 [857] Underfull \hbox (badness 10000) in paragraph at lines 86054--86060 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 7888) in paragraph at lines 86086--86088 []\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 86120--86129 \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 86120--86129 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 86120--86129 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] [858] Underfull \hbox (badness 10000) in paragraph at lines 86142--86155 \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 86142--86155 [][]\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 86142--86155 \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 86191--86193 []\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 86200--86202 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_o ver_time [859] Underfull \hbox (badness 10000) in paragraph at lines 86242--86257 \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 86242--86257 [][]\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 86242--86257 [][]\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 86287--86289 []\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 86311--86313 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [860] Underfull \hbox (badness 10000) in paragraph at lines 86425--86427 []\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 86439--86442 []\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 86449--86452 []\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 86464--86467 []\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 86469--86472 []\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. [861] Underfull \hbox (badness 10000) in paragraph at lines 86479--86482 []\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. Overfull \hbox (248.73975pt too wide) in paragraph at lines 86543--86544 [] Underfull \hbox (badness 10000) in paragraph at lines 86543--86544 Overfull \hbox (1039.5398pt too wide) in paragraph at lines 86565--86566 [] Underfull \hbox (badness 10000) in paragraph at lines 86565--86566 [862] Underfull \hbox (badness 10000) in paragraph at lines 86621--86625 []\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 86621--86625 [][]\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 86627--86632 []\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 86627--86632 [][]\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 86658--86662 []\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 , [863] [864] [865] Underfull \hbox (badness 10000) in paragraph at lines 86998--87001 []\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 87003--87005 []\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. [866] Underfull \hbox (badness 10000) in paragraph at lines 87086--87088 [][][]\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 87090--87092 [][][]\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 87122--87124 []\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. [867] Underfull \hbox (badness 10000) in paragraph at lines 87174--87179 []\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 87174--87179 \T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1 /qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm /m/n/10 - Underfull \hbox (badness 10000) in paragraph at lines 87216--87223 []\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 [868] Underfull \hbox (badness 10000) in paragraph at lines 87267--87280 \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 87267--87280 \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 87267--87280 \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 87267--87280 \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 87267--87280 \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. [869] Underfull \hbox (badness 10000) in paragraph at lines 87393--87395 []\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 87411--87414 []\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 [870] [871] Overfull \hbox (52.89496pt too wide) in paragraph at lines 87623--87624 [] Underfull \hbox (badness 10000) in paragraph at lines 87623--87624 Underfull \hbox (badness 10000) in paragraph at lines 87637--87639 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (957 pages, 4288009 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