Read the Docs build information Build id: 3879907 Project: datarobot-public-api-client Version: early-access Commit: 7a8caf1753894abef2302412aa6926f528f2c222 Date: 2026-03-30T17:40:10.986940Z State: finished Success: True [rtd-command-info] start-time: 2026-03-30T17:40:11.754397Z, end-time: 2026-03-30T17:40:15.220419Z, duration: 3, exit-code: 0 git clone --depth 1 git@github.com:datarobot/public_api_client.git . Cloning into '.'... Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2026-03-30T17:40:15.312462Z, end-time: 2026-03-30T17:40:18.130750Z, duration: 2, exit-code: 0 git fetch origin --force --prune --prune-tags --depth 50 refs/tags/early-access:refs/tags/early-access Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. From github.com:datarobot/public_api_client * [new tag] v3.13.0rc0 -> v3.13.0rc0 * [new tag] v3.14.0rc0 -> v3.14.0rc0 [rtd-command-info] start-time: 2026-03-30T17:40:19.119906Z, end-time: 2026-03-30T17:40:19.717024Z, duration: 0, exit-code: 0 git checkout --force 7a8caf1753894abef2302412aa6926f528f2c222 Note: switching to '7a8caf1753894abef2302412aa6926f528f2c222'. 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 7a8caf1 [CFX-5324] Fix python client's changelog markdown including nested lists so they render correctly (#4012) [rtd-command-info] start-time: 2026-03-30T17:40:19.799481Z, end-time: 2026-03-30T17:40:19.837037Z, duration: 0, exit-code: 0 cat .readthedocs.yml # .readthedocs.yml # Read the Docs configuration file # See https://docs.readthedocs.io/en/stable/config-file/v2.html for details # Required version: 2 # Build documentation in the docs/ directory with Sphinx sphinx: configuration: sdk_docs/conf.py # Build documentation with MkDocs #mkdocs: # configuration: mkdocs.yml # Optionally build your docs in additional formats such as PDF formats: - pdf # Optionally set the version of Python and requirements required to build your docs python: install: - method: pip path: . extra_requirements: - dev build: os: ubuntu-22.04 tools: python: "3.11" [rtd-command-info] start-time: 2026-03-30T17:40:25.245671Z, end-time: 2026-03-30T17:40:25.295954Z, duration: 0, exit-code: 0 asdf global python 3.11.12 [rtd-command-info] start-time: 2026-03-30T17:40:25.638110Z, end-time: 2026-03-30T17:40:26.206068Z, duration: 0, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.11.12.final.0-64 in 353ms creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv) added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator [rtd-command-info] start-time: 2026-03-30T17:40:26.296881Z, end-time: 2026-03-30T17:40:30.595249Z, duration: 4, exit-code: 0 python -m pip install --upgrade --no-cache-dir pip setuptools Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (23.1) Collecting pip Downloading pip-26.0.1-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 14.8 MB/s eta 0:00:00 Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (67.6.1) Collecting setuptools Downloading setuptools-82.0.1-py3-none-any.whl (1.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.0/1.0 MB 29.4 MB/s eta 0:00:00 Installing collected packages: setuptools, pip Attempting uninstall: setuptools Found existing installation: setuptools 67.6.1 Uninstalling setuptools-67.6.1: Successfully uninstalled setuptools-67.6.1 Attempting uninstall: pip Found existing installation: pip 23.1 Uninstalling pip-23.1: 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idna-3.11-py3-none-any.whl (71 kB) Downloading urllib3-2.6.3-py3-none-any.whl (131 kB) Downloading certifi-2026.2.25-py3-none-any.whl (153 kB) Downloading roman_numerals-4.1.0-py3-none-any.whl (7.7 kB) Downloading snowballstemmer-3.0.1-py3-none-any.whl (103 kB) Downloading sphinxcontrib_applehelp-2.0.0-py3-none-any.whl (119 kB) Downloading sphinxcontrib_devhelp-2.0.0-py3-none-any.whl (82 kB) Downloading sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl (98 kB) Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl (5.1 kB) Downloading sphinxcontrib_qthelp-2.0.0-py3-none-any.whl (88 kB) Downloading sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl (92 kB) Installing collected packages: urllib3, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, snowballstemmer, roman-numerals, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset_normalizer, certifi, babel, alabaster, requests, Jinja2, sphinx Successfully installed Jinja2-3.1.6 MarkupSafe-3.0.3 Pygments-2.20.0 alabaster-1.0.0 babel-2.18.0 certifi-2026.2.25 charset_normalizer-3.4.6 docutils-0.22.4 idna-3.11 imagesize-2.0.0 packaging-26.0 requests-2.33.1 roman-numerals-4.1.0 snowballstemmer-3.0.1 sphinx-9.0.4 sphinxcontrib-applehelp-2.0.0 sphinxcontrib-devhelp-2.0.0 sphinxcontrib-htmlhelp-2.1.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-2.0.0 sphinxcontrib-serializinghtml-2.0.0 urllib3-2.6.3 [rtd-command-info] start-time: 2026-03-30T17:40:35.203199Z, end-time: 2026-03-30T17:41:16.154314Z, duration: 40, exit-code: 0 python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[dev] Processing ./. Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting pandas>=0.15 (from datarobot==3.14.0rc0) Downloading pandas-3.0.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (79 kB) Collecting numpy (from datarobot==3.14.0rc0) Downloading numpy-2.4.4-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (6.6 kB) Collecting pyyaml>=3.11 (from datarobot==3.14.0rc0) Downloading pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.4 kB) Requirement already satisfied: requests>=2.28.1 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.14.0rc0) 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types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB) Collecting types-python-dateutil==2.8.19 (from datarobot==3.14.0rc0) Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB) Collecting types-pytz==2022.2.1.0 (from datarobot==3.14.0rc0) Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB) Collecting types-requests==2.28.11 (from datarobot==3.14.0rc0) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.14.0rc0) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Collecting types-decorator==5.1.8 (from datarobot==3.14.0rc0) Downloading types_decorator-5.1.8-py3-none-any.whl.metadata (1.2 kB) Collecting pydantic-settings>=2.2.0 (from datarobot==3.14.0rc0) Downloading pydantic_settings-2.13.1-py3-none-any.whl.metadata (3.4 kB) Collecting psutil>=7.2.1 (from datarobot==3.14.0rc0) Downloading psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl.metadata (22 kB) Requirement already satisfied: Sphinx>=8.1.3 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.14.0rc0) (9.0.4) Collecting sphinx_rtd_theme>=3.0 (from datarobot==3.14.0rc0) Downloading sphinx_rtd_theme-3.1.0-py2.py3-none-any.whl.metadata (4.5 kB) Collecting sphinx-external-toc (from datarobot==3.14.0rc0) Downloading sphinx_external_toc-1.1.0-py3-none-any.whl.metadata (18 kB) Collecting nbsphinx>=0.9.5 (from datarobot==3.14.0rc0) Downloading nbsphinx-0.9.8-py3-none-any.whl.metadata (2.1 kB) Collecting jupyter_contrib_nbextensions (from datarobot==3.14.0rc0) Downloading jupyter_contrib_nbextensions-0.7.0.tar.gz (23.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 52.4 MB/s 0:00:00 Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting sphinx-autodoc-typehints>=2 (from datarobot==3.14.0rc0) Downloading sphinx_autodoc_typehints-3.6.1-py3-none-any.whl.metadata (8.7 kB) Collecting sphinxcontrib-spelling==8.0.2 (from datarobot==3.14.0rc0) Downloading sphinxcontrib_spelling-8.0.2-py3-none-any.whl.metadata (2.9 kB) Collecting pyenchant==3.2.2 (from datarobot==3.14.0rc0) Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB) Collecting sphinx-copybutton (from datarobot==3.14.0rc0) Downloading sphinx_copybutton-0.5.2-py3-none-any.whl.metadata (3.2 kB) Collecting sphinx-markdown-builder (from datarobot==3.14.0rc0) Downloading sphinx_markdown_builder-0.6.10-py3-none-any.whl.metadata (3.7 kB) Collecting myst-parser==4.0.0 (from datarobot==3.14.0rc0) Downloading 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Collecting protobuf!=5.26.*,!=5.27.*,!=5.28.*,!=5.29.0,!=5.29.1,!=5.29.2,!=5.29.3,!=5.29.4,!=6.30.0,!=6.30.1,!=6.31.0,<7.0,>=4.25.8 (from databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.14.0rc0) Downloading protobuf-6.33.6-cp39-abi3-manylinux2014_x86_64.whl.metadata (593 bytes) Collecting pyasn1-modules>=0.2.1 (from google-auth~=2.0->databricks-sdk>=0.29.0->databricks-connect>=13.0->datarobot==3.14.0rc0) Downloading pyasn1_modules-0.4.2-py3-none-any.whl.metadata (3.5 kB) Collecting cffi>=2.0.0 (from cryptography->authlib>=1.6.0->datarobot==3.14.0rc0) Downloading cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (2.6 kB) Collecting pycparser (from cffi>=2.0.0->cryptography->authlib>=1.6.0->datarobot==3.14.0rc0) Downloading pycparser-3.0-py3-none-any.whl.metadata (8.2 kB) Collecting anyio (from httpx>=0.28.1->datarobot==3.14.0rc0) Downloading anyio-4.13.0-py3-none-any.whl.metadata (4.5 kB) Collecting httpcore==1.* (from 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nbclient-0.10.4-py3-none-any.whl.metadata (8.3 kB) Collecting pandocfilters>=1.4.1 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.14.0rc0) Downloading pandocfilters-1.5.1-py2.py3-none-any.whl.metadata (9.0 kB) Collecting webencodings (from bleach!=5.0.0->bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.14.0rc0) Downloading webencodings-0.5.1-py2.py3-none-any.whl.metadata (2.1 kB) Collecting tinycss2<1.5,>=1.1.0 (from bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.14.0rc0) Downloading tinycss2-1.4.0-py3-none-any.whl.metadata (3.0 kB) Collecting platformdirs>=2.5 (from jupyter-core>=4.7->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.14.0rc0) Downloading platformdirs-4.9.4-py3-none-any.whl.metadata (4.7 kB) Collecting jupyter-client>=6.1.12 (from nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.14.0rc0) Downloading jupyter_client-8.8.0-py3-none-any.whl.metadata (8.4 kB) Collecting pyzmq>=25.0 (from 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pydantic_core-2.41.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.3 kB) Collecting typing-inspection>=0.4.2 (from pydantic>=2.11.3->datarobot==3.14.0rc0) Downloading typing_inspection-0.4.2-py3-none-any.whl.metadata (2.6 kB) Collecting python-dotenv>=0.21.0 (from pydantic-settings>=2.2.0->datarobot==3.14.0rc0) Downloading python_dotenv-1.2.2-py3-none-any.whl.metadata (27 kB) Requirement already satisfied: roman-numerals==4.1.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from roman-numerals-py>=1.0.0->Sphinx>=8.1.3->datarobot==3.14.0rc0) (4.1.0) INFO: pip is looking at multiple versions of sphinx-autodoc-typehints to determine which version is compatible with other requirements. 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build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting jupyter_highlight_selected_word>=0.1.1 (from jupyter_contrib_nbextensions->datarobot==3.14.0rc0) Downloading jupyter_highlight_selected_word-0.2.0-py2.py3-none-any.whl.metadata (730 bytes) Collecting jupyter_nbextensions_configurator>=0.4.0 (from jupyter_contrib_nbextensions->datarobot==3.14.0rc0) Downloading jupyter_nbextensions_configurator-0.6.4-py2.py3-none-any.whl.metadata (1.8 kB) Collecting notebook>=6.0 (from jupyter_contrib_nbextensions->datarobot==3.14.0rc0) Downloading notebook-7.5.5-py3-none-any.whl.metadata (10 kB) Collecting lxml (from jupyter_contrib_nbextensions->datarobot==3.14.0rc0) Downloading lxml-6.0.2-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (3.6 kB) Collecting jupyter-server (from 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argon2_cffi_bindings-25.1.0-cp39-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl (87 kB) Downloading fqdn-1.5.1-py3-none-any.whl (9.1 kB) Downloading ipython_genutils-0.2.0-py2.py3-none-any.whl (26 kB) Downloading isoduration-20.11.0-py3-none-any.whl (11 kB) Downloading arrow-1.4.0-py3-none-any.whl (68 kB) Downloading jupyterlab_pygments-0.3.0-py3-none-any.whl (15 kB) Downloading lxml-6.0.2-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl (5.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.2/5.2 MB 505.9 MB/s 0:00:00 Downloading pure_eval-0.2.3-py3-none-any.whl (11 kB) Downloading pycparser-3.0-py3-none-any.whl (48 kB) Downloading pymarkdownlnt-0.9.36-py3-none-any.whl (511 kB) Downloading application_file_scanner-0.6.4-py3-none-any.whl (15 kB) Downloading application_properties-0.9.2-py3-none-any.whl (23 kB) Downloading Columnar-1.4.1-py3-none-any.whl (11 kB) Downloading py_walk-0.3.3-py3-none-any.whl (14 kB) Downloading pyjson5-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (186 kB) Downloading tomli-2.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (243 kB) Downloading pytest_cov-7.1.0-py3-none-any.whl (22 kB) Downloading coverage-7.13.5-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (252 kB) Downloading respx-0.22.0-py2.py3-none-any.whl (25 kB) Downloading rfc3339_validator-0.1.4-py2.py3-none-any.whl (3.5 kB) Downloading sly-0.5-py3-none-any.whl (28 kB) Downloading sphinx_copybutton-0.5.2-py3-none-any.whl (13 kB) Downloading sphinx_external_toc-1.1.0-py3-none-any.whl (30 kB) Downloading click-8.3.1-py3-none-any.whl (108 kB) Downloading sphinx_multitoc_numbering-0.1.3-py3-none-any.whl (4.6 kB) Downloading sphinx_markdown_builder-0.6.10-py3-none-any.whl (16 kB) Downloading tabulate-0.10.0-py3-none-any.whl (39 kB) Downloading toolz-1.1.0-py3-none-any.whl (58 kB) Downloading tzdata-2025.3-py2.py3-none-any.whl (348 kB) Downloading uri_template-1.3.0-py3-none-any.whl (11 kB) Downloading wcwidth-0.6.0-py3-none-any.whl (94 kB) Building wheels for collected packages: datarobot, jupyter_contrib_nbextensions, jupyter_contrib_core Building wheel for datarobot (pyproject.toml): started Building wheel for datarobot (pyproject.toml): finished with status 'done' Created wheel for datarobot: filename=datarobot-3.14.0rc0-py3-none-any.whl size=1389457 sha256=0283725d4be735f96ac6b1946342354db8fd0ab1c8c70f77a63319ec5e0eb57c Stored in directory: /tmp/pip-ephem-wheel-cache-7ha276kq/wheels/12/51/52/5f992eb255f4bd779289aa206fd750c83ef8c86789e797f5af Building wheel for jupyter_contrib_nbextensions (pyproject.toml): started Building wheel for jupyter_contrib_nbextensions (pyproject.toml): finished with status 'done' Created wheel for jupyter_contrib_nbextensions: filename=jupyter_contrib_nbextensions-0.7.0-py2.py3-none-any.whl size=23428842 sha256=0696ce9b538dfc2c503cf177fe15a438fe9ac5cb491028eebee91b5c59a00943 Stored in directory: /tmp/pip-ephem-wheel-cache-7ha276kq/wheels/cd/25/fe/cb6f3e82f5b1921b0157ac9e32adb2e54806ec1befc446be21 Building wheel for jupyter_contrib_core (pyproject.toml): started Building wheel for jupyter_contrib_core (pyproject.toml): finished with status 'done' Created wheel for jupyter_contrib_core: filename=jupyter_contrib_core-0.4.2-py2.py3-none-any.whl size=17569 sha256=e37f727ba3e404b35939c3015176123611b80b6913342034b57ba338314add19 Stored in directory: /tmp/pip-ephem-wheel-cache-7ha276kq/wheels/37/c3/18/be7a983c1120f15dc0c2d1cb9c33749871a93b034185e00ced Successfully built datarobot jupyter_contrib_nbextensions jupyter_contrib_core Installing collected packages: webencodings, types-urllib3, types-PyYAML, types-pytz, types-python-dateutil, types-decorator, trafaret, strenum, sly, pytz, py4j, pure-eval, ptyprocess, jupyter_highlight_selected_word, ipython_genutils, fastjsonschema, websocket-client, webcolors, wcwidth, uri-template, tzdata, typing-extensions, types-requests, traitlets, tornado, toolz, tomli, tinycss2, tabulate, soupsieve, six, send2trash, ruff, rpds-py, roman-numerals-py, rfc3986-validator, pyzmq, pyyaml, python-json-logger, python-dotenv, pyjson5, pyenchant, pycparser, pyasn1, pyarrow, py-walk, psutil, protobuf, prometheus-client, pluggy, platformdirs, Pillow, pexpect, pathspec, parso, pandocfilters, overrides, numpy, nest-asyncio, mypy_extensions, mistune, mdurl, lxml, lark, jupyterlab-pygments, jsonpointer, json5, ipython-pygments-lexers, iniconfig, h11, fsspec, fqdn, executing, docutils, defusedxml, decorator, debugpy, coverage, comm, click, bleach, attrs, async-lru, asttokens, annotated-types, typing-inspection, terminado, stack_data, Sphinx, rfc3987-syntax, rfc3339-validator, responses, requests_toolbelt, referencing, python-dateutil, pytest, pydantic-core, pyasn1-modules, prompt_toolkit, mypy, matplotlib-inline, markdown-it-py, jupyter-core, jedi, httpcore, grpcio, googleapis-common-protos, columnar, cffi, beautifulsoup4, application-properties, application-file-scanner, anyio, sphinxcontrib-spelling, sphinxcontrib-jquery, sphinx-multitoc-numbering, sphinx-markdown-builder, sphinx-copybutton, sphinx-autodoc-typehints, pytest-cov, pytest-asyncio, pymarkdownlnt, pydantic, pandas, mdit-py-plugins, jupyter-server-terminals, jupyter-client, jsonschema-specifications, ipython, httpx, grpcio-status, cryptography, arrow, argon2-cffi-bindings, sphinx_rtd_theme, sphinx-external-toc, respx, pydantic-settings, myst-parser, jsonschema, isoduration, ipykernel, google-auth, datarobot, authlib, argon2-cffi, nbformat, databricks-sdk, nbclient, jupyter-events, databricks-connect, nbconvert, nbsphinx, jupyter-server, notebook-shim, jupyterlab-server, jupyter-lsp, jupyterlab, notebook, jupyter_contrib_core, jupyter_nbextensions_configurator, jupyter_contrib_nbextensions Attempting uninstall: docutils Found existing installation: docutils 0.22.4 Uninstalling docutils-0.22.4: Successfully uninstalled docutils-0.22.4 Attempting uninstall: Sphinx Found existing installation: Sphinx 9.0.4 Uninstalling Sphinx-9.0.4: Successfully uninstalled Sphinx-9.0.4 Successfully installed Pillow-10.4.0 Sphinx-8.2.3 annotated-types-0.7.0 anyio-4.13.0 application-file-scanner-0.6.4 application-properties-0.9.2 argon2-cffi-25.1.0 argon2-cffi-bindings-25.1.0 arrow-1.4.0 asttokens-3.0.1 async-lru-2.3.0 attrs-26.1.0 authlib-1.6.9 beautifulsoup4-4.14.3 bleach-6.3.0 cffi-2.0.0 click-8.3.1 columnar-1.4.1 comm-0.2.3 coverage-7.13.5 cryptography-46.0.6 databricks-connect-16.1.7 databricks-sdk-0.102.0 datarobot-3.14.0rc0 debugpy-1.8.20 decorator-5.2.1 defusedxml-0.7.1 docutils-0.21.2 executing-2.2.1 fastjsonschema-2.21.2 fqdn-1.5.1 fsspec-2026.3.0 google-auth-2.49.1 googleapis-common-protos-1.73.1 grpcio-1.80.0 grpcio-status-1.80.0 h11-0.16.0 httpcore-1.0.9 httpx-0.28.1 iniconfig-2.3.0 ipykernel-7.2.0 ipython-9.10.1 ipython-pygments-lexers-1.1.1 ipython_genutils-0.2.0 isoduration-20.11.0 jedi-0.19.2 json5-0.14.0 jsonpointer-3.1.1 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 jupyter-client-8.8.0 jupyter-core-5.9.1 jupyter-events-0.12.0 jupyter-lsp-2.3.0 jupyter-server-2.17.0 jupyter-server-terminals-0.5.4 jupyter_contrib_core-0.4.2 jupyter_contrib_nbextensions-0.7.0 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-4.5.6 jupyterlab-pygments-0.3.0 jupyterlab-server-2.28.0 lark-1.3.1 lxml-6.0.2 markdown-it-py-3.0.0 matplotlib-inline-0.2.1 mdit-py-plugins-0.5.0 mdurl-0.1.2 mistune-3.2.0 mypy-1.16.0 mypy_extensions-1.1.0 myst-parser-4.0.0 nbclient-0.10.4 nbconvert-7.17.0 nbformat-5.10.4 nbsphinx-0.9.8 nest-asyncio-1.6.0 notebook-7.5.5 notebook-shim-0.2.4 numpy-1.26.4 overrides-7.7.0 pandas-3.0.1 pandocfilters-1.5.1 parso-0.8.6 pathspec-1.0.4 pexpect-4.9.0 platformdirs-4.9.4 pluggy-1.6.0 prometheus-client-0.24.1 prompt_toolkit-3.0.52 protobuf-6.33.6 psutil-7.2.2 ptyprocess-0.7.0 pure-eval-0.2.3 py-walk-0.3.3 py4j-0.10.9.7 pyarrow-23.0.1 pyasn1-0.6.3 pyasn1-modules-0.4.2 pycparser-3.0 pydantic-2.12.5 pydantic-core-2.41.5 pydantic-settings-2.13.1 pyenchant-3.2.2 pyjson5-2.0.0 pymarkdownlnt-0.9.36 pytest-8.3.5 pytest-asyncio-0.21.1 pytest-cov-7.1.0 python-dateutil-2.9.0.post0 python-dotenv-1.2.2 python-json-logger-4.1.0 pytz-2026.1.post1 pyyaml-6.0.3 pyzmq-27.1.0 referencing-0.37.0 requests_toolbelt-1.0.0 responses-0.21.0 respx-0.22.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rfc3987-syntax-1.1.0 roman-numerals-py-4.1.0 rpds-py-0.30.0 ruff-0.15.8 send2trash-2.1.0 six-1.17.0 sly-0.5 soupsieve-2.8.3 sphinx-autodoc-typehints-3.5.2 sphinx-copybutton-0.5.2 sphinx-external-toc-1.1.0 sphinx-markdown-builder-0.6.10 sphinx-multitoc-numbering-0.1.3 sphinx_rtd_theme-3.1.0 sphinxcontrib-jquery-4.1 sphinxcontrib-spelling-8.0.2 stack_data-0.6.3 strenum-0.4.15 tabulate-0.10.0 terminado-0.18.1 tinycss2-1.4.0 tomli-2.4.1 toolz-1.1.0 tornado-6.5.5 trafaret-2.1.1 traitlets-5.14.3 types-PyYAML-6.0.12 types-decorator-5.1.8 types-python-dateutil-2.8.19 types-pytz-2022.2.1.0 types-requests-2.28.11 types-urllib3-1.26.25 typing-extensions-4.15.0 typing-inspection-0.4.2 tzdata-2025.3 uri-template-1.3.0 wcwidth-0.6.0 webcolors-25.10.0 webencodings-0.5.1 websocket-client-1.9.0 [rtd-command-info] start-time: 2026-03-30T17:41:16.317570Z, end-time: 2026-03-30T17:41:16.355979Z, duration: 0, exit-code: 0 cat sdk_docs/conf.py # # Copyright 2021-2025 DataRobot, Inc. and its affiliates. # # All rights reserved. # # DataRobot, Inc. # # This is proprietary source code of DataRobot, Inc. and its # affiliates. # # Released under the terms of DataRobot Tool and Utility Agreement. # # DataRobot Python API documentation build configuration file, created by # sphinx-quickstart on Mon Mar 16 10:50:19 2015. # # This file is execfile()d with the current directory set to its containing dir. # # Note that not all possible configuration values are present in this # autogenerated file. # # All configuration values have a default; values that are commented out # serve to show the default. from __future__ import annotations import os import shutil import sys from sphinx.application import Sphinx from sphinx_markdown_builder.translator import MarkdownTranslator sys.path.insert(0, os.path.abspath(".")) from utils import ( # noqa better_versionmodified, depart_admonition, depart_desc_signature, visit_admonition, ) sys.path.insert(0, os.path.abspath("..")) from datarobot import __version__ as version # noqa # Make sure magic 'tags' field is defined. # (Not actually useful but makes Cython and pylint errors go away.) if "tags" not in locals(): tags = None if tags is not None and "b" not in version: # mainline quarterly releases never have the beta "b" in the version, only internal & weekly do tags.add("exclude_experimental_docs") # Copy the changelog to the docs directory so sphinx will include it root_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__))) changelog_path = os.path.join(root_dir, "CHANGES.md") dest_path = os.path.join(root_dir, "sdk_docs", "CHANGES.md") assert os.path.isfile(changelog_path) shutil.copyfile(changelog_path, dest_path) # -- General configuration ----------------------------------------------------- # If your documentation needs a minimal Sphinx version, state it here. needs_sphinx = "8.1.3" # Add any Sphinx extension module names here, as strings. They can be extensions # coming with Sphinx (named 'sphinx.ext.*') or your custom ones. extensions = [ "sphinxcontrib.spelling", "sphinx.ext.autodoc", "sphinx.ext.napoleon", "sphinx.ext.autosummary", "sphinx.ext.doctest", "nbsphinx", "sphinx_markdown_builder", "sphinx.ext.intersphinx", "sphinx_autodoc_typehints", "myst_parser", "sphinx_copybutton", "sphinx_external_toc", ] myst_enable_extensions = [ "amsmath", "attrs_inline", "colon_fence", "deflist", "dollarmath", "fieldlist", "html_admonition", "html_image", # "linkify", "replacements", "smartquotes", "strikethrough", "substitution", "tasklist", ] # AUTODOC SETUP # MyST options autosummary_generate = False autodoc_class_signature = "separated" autodoc_default_options = { "exclude-members": "__init__, schema, __new__, __init_subclass__", } autodoc_member_order = "bysource" # NAPOLEON SETUP napoleon_numpy_docstring = True napoleon_use_param = True napoleon_use_keyword = True napoleon_use_rtype = True napoleon_use_ivar = True napoleon_preprocess_types = True napoleon_attr_annotations = False napoleon_use_admonition_for_examples = True napoleon_use_admonition_for_notes = True napoleon_use_admonition_for_references = True nbsphinx_execute = "never" # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] # The suffix of source filenames. source_suffix = { ".rst": "restructuredtext", ".md": "markdown", } # TODO: Cleanup all errors and warnings ATM supress some of them # # Suppress specific warnings suppress_warnings = [ "ref.python", "ref.class", "ref.exc", "ref.meth", "autodoc", ] # Suppress warnings about missing references # Showing automatically documented members in same order as they are in source # The encoding of source files. # source_encoding = 'utf-8-sig' # The master toctree document. master_doc = "index" # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the # built documents. # # Thes are both the full X.Y.Z version, including alpha/beta/rc tags. # We think Sphinx probably wants both to be defined. release = version project = "DataRobot Python Client" copyright = "2019, DataRobot, Inc" # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. # language = None # There are two options for replacing |today|: either, you set today to some # non-false value, then it is used: # today = '' # Else, today_fmt is used as the format for a strftime call. # today_fmt = '%B %d, %Y' # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. exclude_patterns = ["_build", "**/.ipynb_checkpoints"] # The reST default role (used for this markup: `text`) to use for all documents. # default_role = None # If true, '()' will be appended to :func: etc. cross-reference text. # add_function_parentheses = True # If true, the current module name will be prepended to all description # unit titles (such as .. function::). # add_module_names = True # If true, sectionauthor and moduleauthor directives will be shown in the # output. They are ignored by default. # show_authors = False # The name of the Pygments (syntax highlighting) style to use. pygments_style = "sphinx" # A list of ignored prefixes for module index sorting. # modindex_common_prefix = [] # -- Options for Sphinx External TOC ------------------------------------------- external_toc_path = "_toc.yml" # optional, default: _toc.yml external_toc_exclude_missing = False # optional, default: False # -- Options for HTML output --------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. html_theme = "sphinx_rtd_theme" # Theme options are theme-specific and customize the look and feel of a theme # further. For a list of options available for each theme, see the # documentation. # html_theme_options = {} # Add any paths that contain custom themes here, relative to this directory. # html_theme_path = [] # The name for this set of Sphinx documents. If None, it defaults to # " 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 Markdown output ----------------------------------------------- # Adapted from https://github.com/liran-funaro/sphinx-markdown-builder?tab=readme-ov-file#configurations # If set to True, then anchors will be added before each section/function/class signature. # This allows references to a specific anchor in the document. # markdown_anchor_sections: True # markdown_anchor_signatures: True # If set to True, adds metadata to the top of each document containing author, copyright, # and version. markdown_docinfo: True # If set, all references will link to this prefix address. # markdown_http_base: "https://your-domain.com/docs" # If set, all references will link to documents with this suffix. # markdown_uri_doc_suffix: ".html" # -- Options for LaTeX output -------------------------------------------------- # latex_elements = { # The paper size ('letterpaper' or 'a4paper'). # 'papersize': 'letterpaper', # The font size ('10pt', '11pt' or '12pt'). # 'pointsize': '10pt', # Additional stuff for the LaTeX preamble. # 'preamble': '', # } fh = open("latex_preamble.tex", "r+") PREAMBLE = fh.read() fh.close() latex_elements = { "inputenc": "", "utf8extra": "", "preamble": PREAMBLE, } # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, author, documentclass [howto/manual]). latex_documents = [ ( "index", f"DataRobotPython_{version}_Docs.tex", "DataRobot Python API Documentation", "DataRobot, Inc.", "manual", ), ] # The name of an image file (relative to this directory) to place at the top of # the title page. # latex_logo = None # For "manual" documents, if this is true, then toplevel headings are parts, # not chapters. # latex_use_parts = False # If true, show page references after internal links. # latex_show_pagerefs = False # If true, show URL addresses after external links. # latex_show_urls = False # Documents to append as an appendix to all manuals. # latex_appendices = [] # If false, no module index is generated. # latex_domain_indices = True # -- Options for manual page output -------------------------------------------- # One entry per manual page. List of tuples # (source start file, name, description, authors, manual section). man_pages = [("index", "datarobotpython", "DataRobot Python API Documentation", ["DataRobot, Inc."], 1)] # If true, show URL addresses after external links. # man_show_urls = False # -- Options for Texinfo output ------------------------------------------------ # Grouping the document tree into Texinfo files. List of tuples # (source start file, target name, title, author, # dir menu entry, description, category) texinfo_documents = [ ( "index", "DataRobotPython", "DataRobot Python API Documentation", "DataRobot, Inc.", "DataRobotPython", "One line description of project.", "Miscellaneous", ), ] # Documents to append as an appendix to all manuals. # texinfo_appendices = [] # If false, no module index is generated. # texinfo_domain_indices = True # How to display URL addresses: 'footnote', 'no', or 'inline'. # texinfo_show_urls = 'footnote' # Nitpick targets to ignore: # These are third-party packages that don't expose documentation for sphinx to link nitpick_ignore = [ ("py:data", "typing.Tuple"), ("py:data", "typing.Optional"), ("py:data", "typing.Union"), ("py:data", "typing.NoReturn"), ("py:data", "typing.Any"), ("py:data", "typing.Literal"), ("py:data", "Ellipsis"), ("py:obj", "True"), ("py:class", "typing.Self"), ("py:class", "pandas.core.frame.DataFrame"), ("py:class", "requests.models.Response"), ("py:class", "datetime.datetime"), ("py:class", "PIL.Image.Image"), ("py:class", "collections.OrderedDict"), ] # options for spelling spelling_ignore_contributor_names = False spelling_add_pypi_package_names = True spelling_ignore_importable_modules = True spelling_ignore_python_builtins = True spelling_ignore_wiki_words = True spelling_filters = [ "sdk_docs.spelling_filters.filters.DocstringFilePathFilter", "sdk_docs.spelling_filters.filters.TypeAnnotationFilter", "sdk_docs.spelling_filters.filters.CamelCaseFilter", "sdk_docs.spelling_filters.filters.SortOrderFilter", "sdk_docs.spelling_filters.filters.OrdinalFilter", "sdk_docs.spelling_filters.filters.ObjectIdFilter", "sdk_docs.spelling_filters.filters.DayMonthFilter", "sdk_docs.spelling_filters.filters.DataRobotParameterFilter", ] # by default, we render the experimental docs. in the case of stable # releases, a la v3.6.4, we should exclude them at build time and from # the toctree. if "exclude_experimental_docs" in tags: # suppressing etoc.ref warnings like: # WARNING: toctree contains reference to nonexisting document 'experimental/index' [etoc.ref] [docutils] # WARNING: toctree contains reference to nonexisting document 'experimental/enums' [etoc.ref] [docutils] # I wish we could take a more precise approach to this. suppress_warnings.append("etoc.ref") # excluding the experimental folder ensures these files aren't built, period exclude_patterns.append("experimental") def setup(app: Sphinx) -> None: MarkdownTranslator.visit_versionmodified = better_versionmodified # overwrite level of rubric to match markdown MarkdownTranslator.visit_admonition = visit_admonition MarkdownTranslator.depart_admonition = depart_admonition MarkdownTranslator.depart_desc_signature = depart_desc_signature app.add_css_file("css/tight_table.css") [rtd-command-info] start-time: 2026-03-30T17:41:16.443679Z, end-time: 2026-03-30T17:42:00.144144Z, duration: 43, exit-code: 0 python -m sphinx -T -j auto -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v8.2.3 loading translations [en]... done Initializing Spelling Checker 8.0.2 making output directory... done Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/nbsphinx-code-cells.css myst v4.0.0: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions={'tasklist', 'html_admonition', 'strikethrough', 'replacements', 'amsmath', 'fieldlist', 'substitution', 'attrs_inline', 'dollarmath', 'smartquotes', 'html_image', 'colon_fence', 'deflist'}, disable_syntax=[], all_links_external=False, links_external_new_tab=False, url_schemes=('http', 'https', 'mailto', 'ftp'), ref_domains=None, fence_as_directive=set(), number_code_blocks=[], title_to_header=False, heading_anchors=0, heading_slug_func=None, html_meta={}, footnote_sort=True, footnote_transition=True, words_per_minute=200, substitutions={}, linkify_fuzzy_links=True, dmath_allow_labels=True, dmath_allow_space=True, dmath_allow_digits=True, dmath_double_inline=False, update_mathjax=True, mathjax_classes='tex2jax_process|mathjax_process|math|output_area', enable_checkboxes=False, suppress_warnings=[], highlight_code_blocks=True) sphinx-multitoc-numbering v0.1.3: Loaded building [mo]: targets for 0 po files that are out of date writing output... building [html]: targets for 85 source files that are out of date updating environment: [new config] 85 added, 0 changed, 0 removed reading sources... 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[5] LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f rom_url' on page 6 undefined on input line 231. Underfull \hbox (badness 10000) in paragraph at lines 230--233 []\T1/txtt/m/sl/10 Dataset.create_from_url \T1/qtm/m/n/10 takes CSV data from a URL. If you have set LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f rom_data_source' on page 6 undefined on input line 240. Underfull \hbox (badness 10000) in paragraph at lines 239--243 []\T1/txtt/m/sl/10 Dataset.create_from_data_source \T1/qtm/m/n/10 takes data fr om a data source. If you have set LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 6 undefined on input line 259. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create' on pa ge 6 undefined on input line 259. [6] [7] [8] LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 9 unde fined on input line 449. 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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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2179 ... └── employee\PYGZhy{}list.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.2179 ... └── employee\PYGZhy{}list.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.2179 ... └── employee\PYGZhy{}list.csv} LaTeX Warning: Hyper reference `reference/data/files:datarobot.fs.file_system.D ataRobotFileSystem.walk' on page 31 undefined on input line 2187. LaTeX Warning: Hyper reference `reference/data/files:datarobot.fs.file_system.D ataRobotFileSystem.open' on page 31 undefined on input line 2223. [31] LaTeX Warning: Hyper reference `reference/data/files:datarobot.fs.file_system.D ataRobotFileSystem.cat_file' on page 32 undefined on input line 2289. Overfull \vbox (16.17989pt too high) detected at line 2342 [32] [33] LaTeX Warning: Hyper reference `reference/data/files:datarobot.enums.FilesOverw riteStrategy' on page 34 undefined on input line 2447. [34] LaTeX Warning: Hyper reference `reference/data/files:datarobot.fs.file_system.D ataRobotFileSystem.copy' on page 35 undefined on input line 2527. 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LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict ionJobDefinition.update' on page 164 undefined on input line 13206. Underfull \hbox (badness 6477) in paragraph at lines 13203--13208 []\T1/qtm/m/n/10 In or-der to sched-ule the ex-e-cu-tion of a batch pre-dic-tio n job, a def-i-ni-tion must first be cre-ated us- LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict ionJobDefinition.run_on_schedule' on page 164 undefined on input line 13210. Underfull \hbox (badness 10000) in paragraph at lines 13209--13211 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with \T1/txtt/m/sl /10 datarobot.models.BatchPredictionJobDefinition. [164] Underfull \hbox (badness 10000) in paragraph at lines 13293--13296 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 13293--13296 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 13293--13296 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 13325--13328 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 13325--13328 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 13338--13340 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 will trig-ger 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LaTeX Warning: Hyper reference `deployment-management:datarobot.models.deployme nt.DeploymentGrantSharedRoleWithUsername' on page 184 undefined on input line 1 4485. Underfull \hbox (badness 10000) in paragraph at lines 14482--14486 \T1/qtm/m/n/10 of \T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGrantS haredRoleWithId \T1/qtm/m/n/10 and \T1/txtt/m/sl/10 datarobot.models. [184] [185] [186] [187] [188] [189] [190] [191] Overfull \vbox (1.93637pt too high) detected at line 15012 [192] [193] [194] Underfull \hbox (badness 7415) in paragraph at lines 15176--15178 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. 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[220] [221] Overfull \vbox (2.67389pt too high) detected at line 17032 [222] [223] [224] Underfull \hbox (badness 10000) in paragraph at lines 17154--17157 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [225] [226] [227] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model_registr y.RegisteredModelListFilters' on page 228 undefined on input line 17411. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model_registr y.RegisteredModelVersionsListFilters' on page 228 undefined on input line 17415 . Underfull \hbox (badness 10000) in paragraph at lines 17413--17416 []\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 [228] [229] [230] [231] [232] LaTeX Warning: Hyper reference `reference/mlops/model_registry:model-registry' on page 233 undefined on input line 17733. 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[330] LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati on.ImageAugmentationList' on page 331 undefined on input line 27769. [331] [332] Chapter 16. LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger' on page 333 undefined on input line 27973. [333] LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger' on page 334 undefined on input line 28022. LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger.list' on page 334 undefined on input line 28067. [334] [335] [336] Chapter 17. LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl iance_doc_template.ComplianceDocTemplate' on page 337 undefined on input line 2 8298. 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[384] Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 []\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U the type of the im-age, ei-ther CUS- Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 \T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C US- Underfull \hbox (badness 10000) in paragraph at lines 33224--33227 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 33224--33227 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33224--33227 \T1/qtm/m/n/10 pub-lic net-work. 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[387] Underfull \hbox (badness 10000) in paragraph at lines 33592--33595 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 33592--33595 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33592--33595 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 388 undefined on input line 33654. [388] Underfull \hbox (badness 10000) in paragraph at lines 33703--33710 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 33703--33710 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f ile1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \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 33722--33732 \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 33734--33737 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33734--33737 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33734--33737 \T1/qtm/m/n/10 pub-lic net-work. 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Underfull \vbox (badness 2970) detected at line 33858 [390] Underfull \hbox (badness 10000) in paragraph at lines 33905--33912 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 33905--33912 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and [391] Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi le1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \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 33924--33934 \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 33941--33944 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33941--33944 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33941--33944 \T1/qtm/m/n/10 pub-lic net-work. 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LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 5 undefined on input line 35669. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 5 undefined on input line 35705. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 5 undefined on input line 35709. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 5 undefined on input line 35736. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 5 undefined on input line 35740. [405] [406] [407] [408] Chapter 21. [409] LaTeX Warning: Hyper reference `custom-applications:datarobot.CustomApplication ' on page 410 undefined on input line 36144. [410] [411] [412] Chapter 22. [413] LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl icationSource' on page 414 undefined on input line 36509. 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Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R ocCurve >>> RocCurve.compute( Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/ 10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375, Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0 .0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t xtt/m/n/10 '\T1/txtt/m/n/10 : 863, [861] [862] Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L iftChart >>> LiftChart.compute( Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_ weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ] [863] [864] [865] Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R esiduals >>> Residuals.list( Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS 1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32. [866] [867] [868] [869] [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] Underfull \hbox (badness 10000) in paragraph at lines 91626--91628 []\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums. [880] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 881 undefined on input line 91720. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 881 undefined on input line 91768. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 881 undefined on input line 91810. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 881 undefined on input line 91831. [881] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 882 undefined on input line 91871. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord.list' on page 882 undefined on input line 91894. [882] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 883 undefined on input line 92064. [883] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 884 undefined on input line 92186. Underfull \hbox (badness 10000) in paragraph at lines 92306--92308 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [884] LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 885 undefined on input line 92354. [885] [886] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 887 undefined on input line 92611. [887] [888] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS izeInfo' on page 889 undefined on input line 92766. Overfull \vbox (2.69994pt too high) detected at line 92834 [889] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 890 undefined on input line 92861. [890] Underfull \hbox (badness 10000) in paragraph at lines 92956--92959 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. 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[908] LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanationsInitia lization' on page 909 undefined on input line 95350. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 90 9 undefined on input line 95354. [909] LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p age 910 undefined on input line 95515. [910] Underfull \hbox (badness 10000) in paragraph at lines 95543--95546 []\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 95548--95551 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. Underfull \hbox (badness 6708) in paragraph at lines 95621--95627 \T1/qtm/m/n/10 Cre-ate pre-dic-tion ex-pla-na-tions for the the dataset used to train the model. 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[989] [990] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 991 undefined on input line 105272. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 991 undefined on input line 105309. [991] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba seline-predictions' on page 992 undefined on input line 105377. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 992 undefined on input line 105392. Underfull \hbox (badness 10000) in paragraph at lines 105404--105410 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 105404--105410 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. 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[1006] [1007] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1008 undefined on input line 107346. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat e' on page 1008 undefined on input line 107347. Underfull \hbox (badness 10000) in paragraph at lines 107345--107348 []\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to \T1/txt t/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods .construct_duration_string' on page 1008 undefined on input line 107351. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 1008 undefined on input line 107352. 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LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource.create_d ataset' on page 1111 undefined on input line 119271. Underfull \hbox (badness 10000) in paragraph at lines 119276--119280 []\T1/qtm/m/n/10 Added sup-port for Cus-tom Model De-pen-dency Man-age-ment. Pl ease see :ref:\T1/txtt/m/n/10 custom model LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea te_clean' on page 1111 undefined on input line 119283. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea te_from_previous' on page 1111 undefined on input line 119284. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 1111 undefined on input line 119289. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersionDepen dencyBuild' on page 1111 undefined on input line 119293. [1111] LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest.create' on page 1112 undefined on input line 119299. 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[1114] LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironment' o n page 1115 undefined on input line 119646. LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer sion' on page 1115 undefined on input line 119646. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o n page 1115 undefined on input line 119650. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 1115 undefined on input line 119650. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag e 1115 undefined on input line 119654. LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict ionJob.score' on page 1115 undefined on input line 119661. LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.BatchPredict ionJob.score_azure' on page 1115 undefined on input line 119666. 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Underfull \hbox (badness 10000) in paragraph at lines 119990--119994 []\T1/qtm/m/n/10 A new boolean at-tribute \T1/txtt/m/n/10 unsupervised_mode \T1 /qtm/m/n/10 was added to \T1/txtt/m/sl/10 datarobot. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fro zen_child_models' on page 1117 undefined on input line 120017. [1117] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati on_featurelists' on page 1118 undefined on input line 120035. LaTeX Warning: Hyper reference `deployment-management:datarobot.PredictionServe r' on page 1118 undefined on input line 120039. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.clone_project ' on page 1118 undefined on input line 120051. LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create' on page 1118 undefined on input line 120055. 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LaTeX Warning: Reference `errors:module-datarobot.errors' on page 1143 undefine d on input line 122660. LaTeX Warning: Reference `binary_data_helpers:module-datarobot.helpers.binary_d ata_utils' on page 1143 undefined on input line 122661. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1143 undefined on input line 122662. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.exception s' on page 1143 undefined on input line 122663. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.execution _environment' on page 1143 undefined on input line 122664. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.kernel' o n page 1143 undefined on input line 122665. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1143 undefined on input line 122666. 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LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.augmentat ion' on page 1143 undefined on input line 122674. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.images' o n page 1143 undefined on input line 122675. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.insights' on page 1143 undefined on input line 122676. No file datarobot-public-api-client.ind. [1143] (./datarobot-public-api-client.aux) LaTeX Warning: There were undefined references. LaTeX Warning: Label(s) may have changed. Rerun to get cross-references right. Package rerunfilecheck Warning: File `datarobot-public-api-client.out' has chan ged. (rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/tex-gyre/q-ec.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.enc }{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/texlive/texmf -dist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texlive/texmf-dist/ fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/ enc/dvips/base/8r.enc} Output written on datarobot-public-api-client.pdf (1147 pages, 4628242 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Missing input file 'datarobot-public-api-client.ind' (or dependence on it) from following: 'No file datarobot-public-api-client.ind.' Latexmk: References changed. Latexmk: References changed. Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Latexmk: List of undefined refs and citations: Reference `binary_data_helpers:module-datarobot.helpers.binary_data_utils' on page 1143 undefined on input line 122661 Reference `blueprints:module-datarobot.models.visualai.augmentation' on page 1143 undefined on input line 122674 Reference `blueprints:module-datarobot.models.visualai.images' on page 1143 undefined on input line 122675 Reference `blueprints:module-datarobot.models.visualai.insights' on page 1143 undefined on input line 122676 Reference `client-setup:module-datarobot.client' on page 1143 undefined on input line 122659 Reference `errors:module-datarobot.errors' on page 1143 undefined on input line 122660 Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1143 undefined on input line 122662 Reference `notebooks:module-datarobot.models.notebooks.exceptions' on page 1143 undefined on input line 122663 Reference `notebooks:module-datarobot.models.notebooks.execution_environment' on page 1143 undefined on input line 122664 Reference `notebooks:module-datarobot.models.notebooks.kernel' on page 1143 undefined on input line 122665 Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1143 undefined on input line 122666 Reference `notebooks:module-datarobot.models.notebooks.revision' on page 1143 undefined on input line 122667 Reference `notebooks:module-datarobot.models.notebooks.scheduled_job' on page 1143 undefined on input line 122668 Reference `notebooks:module-datarobot.models.notebooks.scheduled_run' on page 1143 undefined on input line 122669 Reference `notebooks:module-datarobot.models.notebooks.session' on page 1143 undefined on input line 122670 Reference `notebooks:module-datarobot.models.notebooks.settings' on page 1143 undefined on input line 122671 Reference `notebooks:module-datarobot.models.notebooks.user' on page 1143 undefined on input line 122672 Reference `training_predictions:module-datarobot.models.training_predictions' on page 1143 undefined on input line 122673 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 (2207 entries accepted, 0 rejected). Sorting entries......................done (27163 comparisons). Generating output file datarobot-public-api-client.ind......done (3777 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. 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too wide) detected at line 856 []\T1/qtm/m/n/10 1130 Overfull \hbox (4.49997pt too wide) detected at line 860 []\T1/qtm/m/n/10 1131 Overfull \hbox (4.49997pt too wide) detected at line 863 []\T1/qtm/m/n/10 1131 Overfull \hbox (4.49997pt too wide) detected at line 869 []\T1/qtm/m/n/10 1133 Overfull \hbox (4.49997pt too wide) detected at line 871 []\T1/qtm/m/n/10 1133 Overfull \hbox (4.49997pt too wide) detected at line 874 []\T1/qtm/m/n/10 1133 Overfull \hbox (4.49997pt too wide) detected at line 882 []\T1/qtm/m/n/10 1134 Overfull \hbox (4.49997pt too wide) detected at line 889 []\T1/qtm/m/n/10 1136 Overfull \hbox (4.49997pt too wide) detected at line 891 []\T1/qtm/m/n/10 1136 Overfull \hbox (4.49997pt too wide) detected at line 898 []\T1/qtm/m/n/10 1138 Overfull \hbox (4.49997pt too wide) detected at line 900 []\T1/qtm/m/n/10 1138 Overfull \hbox (4.49997pt too wide) detected at line 902 []\T1/qtm/m/n/10 1138 Overfull \hbox (4.49997pt too wide) detected at line 904 []\T1/qtm/m/n/10 1138 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line 926 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 927 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 928 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 929 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 930 []\T1/qtm/m/n/10 1142 Overfull \hbox (4.49997pt too wide) detected at line 931 []\T1/qtm/m/n/10 1142 Overfull \hbox (4.49997pt too wide) detected at line 932 []\T1/qtm/m/n/10 1142 Overfull \hbox (4.49997pt too wide) detected at line 933 []\T1/qtm/m/n/10 1142 ) [6] [1] [2] Chapter 1. Underfull \hbox (badness 10000) in paragraph at lines 159--159 [][][]\T1/qtm/m/it/10 Ad-min-is-tra- [3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [5] Underfull \hbox (badness 10000) in paragraph at lines 230--233 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes CSV dat a from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 239--243 [][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes data from a data source. If you have set [6] [7] [8] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9] [10] [11] [12] Overfull \vbox (1.18929pt too high) detected at line 779 [13] [14] Overfull \vbox (1.2373pt too high) detected at line 951 [15] [16] [17] [18] [19] [20] [21] [22] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [23] [24] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [25] [26] [27] [28] [29] [30] ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2175 \PYG{g+go}{└── finance/} ! 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.2175 \PYG{g+go}{└── finance/} ! 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.2175 \PYG{g+go}{└── finance/} ! 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.2176 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! 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.2176 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! 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.2176 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! 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.2177 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2177 \PYG{g+go}{ │ └── budgets/} ! 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.2177 \PYG{g+go}{ │ └── budgets/} ! 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.2177 \PYG{g+go}{ │ └── budgets/} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2179 ... └── employee\PYGZhy{}list.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.2179 ... └── employee\PYGZhy{}list.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.2179 ... └── employee\PYGZhy{}list.csv} [31] Overfull \vbox (16.17989pt too high) detected at line 2342 [32] [33] [34] [35] Overfull \vbox (2.69987pt too high) detected at line 2745 [36] [37] Overfull \vbox (1.76985pt too high) detected at line 2937 [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 3260--3267 \T1/txtt/m/n/10 RENAME \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 7221) in paragraph at lines 3260--3267 \T1/qtm/m/n/10 Use \T1/txtt/m/n/10 FilesOverwriteStrategy.REPLACE \T1/qtm/m/n/1 0 to over-write the ex-ist-ing file. Use [41] Underfull \hbox (badness 10000) in paragraph at lines 3400--3402 []\T1/qtm/m/n/10 Ex-am-ple: \T1/txtt/m/n/10 /mydomain.sharepoint.com,4732d...8b 01b0,eb0d3...e42f/b!8tQyRyn..... [42] [43] Underfull \vbox (badness 10000) detected at line 3451 [44] Underfull \hbox (badness 10000) in paragraph at lines 3496--3503 \T1/txtt/m/n/10 RENAME \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 7221) in paragraph at lines 3496--3503 \T1/qtm/m/n/10 Use \T1/txtt/m/n/10 FilesOverwriteStrategy.REPLACE \T1/qtm/m/n/1 0 to over-write the ex-ist-ing file. Use Underfull \hbox (badness 7558) in paragraph at lines 3514--3516 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Any\T1/qtm/m/n/10 ) ^ ^U Ad-di-tional key-word ar-gu-ments passed to [][]\T1/txtt/m/sl/10 DataRobotFi le[][] \T1/qtm/m/n/10 or [45] [46] Underfull \hbox (badness 10000) in paragraph at lines 3747--3749 []\T1/txtt/bx/n/10 NotImplementedError \T1/qtm/m/n/10 ^^U If at-tempt-ing to up -load a di-rec-tory and [47] [48] [49] [50] [51] [52] [53] [54] [55] [56] [57] [58] [59] [60] [61] [62] Chapter 3. [63] [64] [65] [66] [67] [68] [69] [70] [71] [72] [73] [74] Underfull \hbox (badness 10000) in paragraph at lines 6866--6868 []\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 6880--6885 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [75] [76] [77] [78] [79] [80] [81] [82] [83] [84] [85] [86] Overfull \vbox (0.73009pt too high) detected at line 7732 [87] [88] [89] [90] Underfull \hbox (badness 10000) in paragraph at lines 7977--7983 []\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [91] [92] Overfull \vbox (0.52194pt too high) detected at line 8141 [93] [94] Overfull \vbox (0.93639pt too high) detected at line 8293 [95] [96] [97] ! 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.8464 ├── 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.8464 ├── 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.8464 ├── 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.8465 ├  ├──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.8465 ├  ├──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.8465 ├  ├──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.8465 ├  ├──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.8466 ├  ├──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.8466 ├  ├──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.8466 ├  ├──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.8466 ├  ├──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.8467 ├  ├──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.8467 ├  ├──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.8467 ├  ├──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.8467 ├  ├──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.8468 ├── 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.8468 ├── 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.8468 ├── data.csv [98] [99] [100] [101] [102] [103] [104] [105] [106] Underfull \hbox (badness 10000) in paragraph at lines 9086--9089 []\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. [107] Underfull \hbox (badness 10000) in paragraph at lines 9159--9164 \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 [108] Underfull \hbox (badness 10000) in paragraph at lines 9191--9196 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 9191--9196 [][]\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 [109] [110] [111] ! 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.9466 ...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.9466 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 10000) in paragraph at lines 9831--9834 [][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tings [118] Underfull \hbox (badness 6141) in paragraph at lines 9927--9934 []\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- [119] [120] [121] Underfull \hbox (badness 10000) in paragraph at lines 10215--10220 []\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. [122] [123] [124] Underfull \vbox (badness 10000) detected at line 10409 Underfull \vbox (badness 10000) detected at line 10409 [125] [126] [127] Underfull \hbox (badness 7012) in paragraph at lines 10544--10547 []\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 [128] Underfull \hbox (badness 10000) in paragraph at lines 10594--10597 []\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 [129] [130] [131] [132] [133] [134] [135] ! 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.11341 ├── 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.11341 ├── 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.11341 ├── abyssinian ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11343 │   ├── 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.11343 │   ├── 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.11343 │   ├── 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.11343 │   ├── 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.11344 │   ├── … ! 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.11344 │   ├── … ! 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.11344 │   ├── … ! 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.11344 │   ├── … ! 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.11345 ├── 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.11345 ├── 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.11345 ├── 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.11346 ...��── 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.11346 ...��── 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.11346 ...��── 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.11346 ...��── 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.11347 ...��── 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.11347 ...��── 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.11347 ...��── 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.11347 ...��── 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.11348 │ ├── … ! 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.11348 │ ├── … ! 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.11348 │ ├── … ! 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.11348 │ ├── … [136] [137 <./sample1.png>] [138 <./sample2.png>] [139 <./activation_map1.png> <./activation_map2.png>] [140] [141 <./embeddings.png>] [142] [143] [144] Overfull \vbox (1.18929pt too high) detected at line 11903 [145] [146] [147] [148] Chapter 4. [149] Overfull \vbox (1.18929pt too high) detected at line 12247 [150] [151] [152] [153] [154] [155] [156] [157] [158] Overfull \vbox (1.27087pt too high) detected at line 12915 [159] [160] [161] [162] Overfull \vbox (0.53955pt too high) detected at line 13177 [163] Underfull \hbox (badness 6477) in paragraph at lines 13203--13208 []\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 13209--13211 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/ m/sl/10 datarobot.models.BatchPredictionJobDefinition. [164] Underfull \hbox (badness 10000) in paragraph at lines 13293--13296 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 13293--13296 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 13293--13296 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 13325--13328 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 13325--13328 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 13338--13340 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 13346--13349 \T1/qtm/m/n/10 such as [165] Overfull \vbox (676.10883pt too high) has occurred while \output is active [166] Underfull \hbox (badness 5832) in paragraph at lines 13357--13363 \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 13357--13363 \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 [167] [168] Chapter 5. [169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180] [181] [182] [183] Underfull \hbox (badness 10000) in paragraph at lines 14482--14486 \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. [184] [185] [186] [187] [188] [189] [190] [191] Overfull \vbox (1.93637pt too high) detected at line 15012 [192] [193] [194] Underfull \hbox (badness 7415) in paragraph at lines 15176--15178 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. For model spe-cific met-rics set [195] [196] Underfull \hbox (badness 10000) in paragraph at lines 15264--15266 \T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset in the Data Reg-istry, use the [197] [198] [199] [200] [201] [202] [203] [204] Overfull \vbox (0.52194pt too high) detected at line 15943 [205] Underfull \hbox (badness 10000) in paragraph at lines 15989--15992 []\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 [206] [207] [208] Overfull \vbox (1.27087pt too high) detected at line 16190 [209] [210] [211] [212] [213] [214] [215] [216] [217] [218] [219] [220] [221] Overfull \vbox (2.67389pt too high) detected at line 17032 [222] [223] [224] Underfull \hbox (badness 10000) in paragraph at lines 17154--17157 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [225] [226] [227] Underfull \hbox (badness 10000) in paragraph at lines 17413--17416 []\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 [228] [229] [230] [231] [232] [233] [234] [235] [236] Chapter 6. [237] [238] [239] [240] [241] [242] [243] [244] [245] [246] Chapter 7. [247] [248] [249] [250] Underfull \hbox (badness 10000) in paragraph at lines 18838--18841 []\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 [251] [252] Chapter 8. [253] [254] [255] [256] Chapter 9. [257] [258] Chapter 10. [259] [260] [261] [262] Chapter 11. [263] [264] Chapter 12. [265] [266] [267] [268] [269] [270] [271] Overfull \vbox (1.75995pt too high) detected at line 20737 [272] [273] [274] Chapter 13. [275] [276] [277] [278] [279] [280] [281] Underfull \hbox (badness 10000) in paragraph at lines 21772--21775 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 21777--21780 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [282] Underfull \hbox (badness 10000) in paragraph at lines 21828--21831 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 21833--21836 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [283] Underfull \hbox (badness 10000) in paragraph at lines 22013--22015 []\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. [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] Underfull \hbox (badness 10000) in paragraph at lines 23047--23049 \T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr e-dict job, e.g., job_type != [294] [295] [296] [297] [298] Chapter 14. Overfull \hbox (5.07387pt too wide) in paragraph at lines 23584--23584 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 23644--23644 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [299] Overfull \hbox (5.07387pt too wide) in paragraph at lines 23703--23703 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [300] [301] [302] Chapter 15. [303] [304] [305] Underfull \hbox (badness 10000) in paragraph at lines 24359--24361 []\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24391--24393 []\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/ 10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , [306] [307] [308] [309] Overfull \hbox (33.22383pt too wide) in paragraph at lines 24969--24971 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [310] Underfull \hbox (badness 10000) in paragraph at lines 25030--25032 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , [311] Underfull \hbox (badness 10000) in paragraph at lines 25122--25124 []\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon trolWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25175--25177 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [312] Underfull \hbox (badness 10000) in paragraph at lines 25274--25277 []\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of [313] Overfull \hbox (33.22383pt too wide) in paragraph at lines 25449--25451 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [314] Underfull \hbox (badness 5711) in paragraph at lines 25575--25577 []\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user Underfull \hbox (badness 10000) in paragraph at lines 25614--25616 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [315] [316] [317] Underfull \hbox (badness 10000) in paragraph at lines 25979--25984 []\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions Underfull \hbox (badness 6658) in paragraph at lines 25979--25984 \T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us es de-fault [318] [319] [320] [321] [322] [323] [324] [325] [326] [327] [328] [329] [330] [331] [332] Chapter 16. [333] [334] [335] [336] Chapter 17. [337] Overfull \vbox (0.94989pt too high) detected at line 28468 [338] Underfull \vbox (badness 7522) detected at line 28588 Overfull \vbox (4.48987pt too high) detected at line 28588 [339] [340] Underfull \hbox (badness 10000) in paragraph at lines 28678--28680 []\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains Overfull \vbox (42.9599pt too high) detected at line 28752 [341] [342] [343] [344] [345] [346] Chapter 18. [347] [348] [349] [350] [351] [352] [353] [354] Underfull \hbox (badness 5475) in paragraph at lines 30102--30104 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that [355] [356] Chapter 19. [357] [358] [359] Underfull \hbox (badness 5274) in paragraph at lines 30481--30483 []\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time [360] [361] [362] [363] Overfull \vbox (2.75995pt too high) detected at line 30817 [364] [365] [366] [367] [368] [369] [370] [371] Overfull \hbox (12.22389pt too wide) in paragraph at lines 31724--31726 []\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 ) [372] Underfull \hbox (badness 10000) in paragraph at lines 31829--31835 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [373] [374] [375] [376] [377] [378] Chapter 20. Underfull \hbox (badness 5924) in paragraph at lines 32486--32491 \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 , [379] Underfull \hbox (badness 10000) in paragraph at lines 32555--32558 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 32555--32558 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 32555--32558 \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 32569--32571 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [380] Underfull \hbox (badness 10000) in paragraph at lines 32743--32748 []\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET _TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 32743--32748 \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 32743--32748 \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 32743--32748 \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 ] [381] Underfull \hbox (badness 10000) in paragraph at lines 32785--32788 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 32785--32788 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 32785--32788 \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 32799--32802 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [382] Underfull \hbox (badness 10000) in paragraph at lines 32927--32930 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [383] [384] Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 []\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U the type of the im-age, ei-ther CUS- Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 \T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C US- Underfull \hbox (badness 10000) in paragraph at lines 33224--33227 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 33224--33227 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33224--33227 \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 , [385] Underfull \hbox (badness 10000) in paragraph at lines 33276--33279 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33276--33279 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33276--33279 \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 , [386] [387] Underfull \hbox (badness 10000) in paragraph at lines 33592--33595 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 33592--33595 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33592--33595 \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 , [388] Underfull \hbox (badness 10000) in paragraph at lines 33703--33710 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 33703--33710 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f ile1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \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 33722--33732 \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 33734--33737 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33734--33737 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33734--33737 \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 , [389] Underfull \vbox (badness 2970) detected at line 33858 [390] Underfull \hbox (badness 10000) in paragraph at lines 33905--33912 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 33905--33912 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and [391] Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi le1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \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 33924--33934 \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 33941--33944 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33941--33944 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33941--33944 \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 , [392] [393] [394] [395] [396] [397] [398] [399] [400] [401] Underfull \hbox (badness 10000) in paragraph at lines 35382--35384 []\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][] old_user@datarobot.com[][] to [402] [403] Underfull \hbox (badness 10000) in paragraph at lines 35555--35558 []\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U build sta-tus of Underfull \hbox (badness 10000) in paragraph at lines 35555--35558 \T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See Underfull \hbox (badness 10000) in paragraph at lines 35555--35558 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [404] [405] [406] [407] [408] Chapter 21. [409] [410] [411] [412] Chapter 22. [413] [414] [415] [416] [417] [418] Chapter 23. [419] Underfull \hbox (badness 10000) in paragraph at lines 37121--37124 []\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver- [420] [421] [422] [423] Underfull \hbox (badness 10000) in paragraph at lines 37648--37650 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [424] Underfull \hbox (badness 10000) in paragraph at lines 37716--37718 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [425] [426] [427] Overfull \vbox (27.92998pt too high) detected at line 38083 [428] [429] [430] [431] [432] [433] [434] Chapter 24. [435] [436] Chapter 25. [437] [438] Chapter 26. [439] [440] [441] [442] [443] [444] Underfull \hbox (badness 10000) in paragraph at lines 39467--39470 [] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/ m/n/10 ^^U from datarobot.models.deployment Underfull \hbox (badness 10000) in paragraph at lines 39467--39470 \T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex- [445] [446] Chapter 27. [447] [448] [449] [450] [451] [452] [453] [454] [455] [456] [457] [458] [459] [460] [461] Underfull \hbox (badness 10000) in paragraph at lines 41543--41550 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [462] [463] [464] [465] Overfull \vbox (1.75995pt too high) detected at line 42025 [466] [467] [468] [469] [470] [471] [472] Chapter 28. [473] Overfull \vbox (18.5899pt too high) detected at line 42650 [474] [475] [476] [477] Underfull \hbox (badness 10000) in paragraph at lines 42910--42913 []\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1 0 ]) ^^U [478] [479] [480] [481] [482] [483] [484] [485] [486] [487] [488] [489] [490] [491] [492] [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 44685--44688 []\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [ [][]\T1/txtt/m/sl/10 CategoricalStatsMethods[][]\T1/qtm/m/n/10 ]) ^^U List of m eth- Underfull \hbox (badness 10000) in paragraph at lines 44685--44688 \T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports [495] [496] [497] [498] Underfull \vbox (badness 10000) detected at line 45041 Overfull \vbox (27.2299pt too high) detected at line 45041 [499] [500] [501] Underfull \vbox (badness 10000) detected at line 45299 Overfull \vbox (33.2399pt too high) detected at line 45299 [502] [503] [504] [505] [506] Chapter 29. [507] [508] [509] [510] Underfull \vbox (badness 10000) detected at line 46401 Overfull \vbox (24.0pt too high) detected at line 46401 [511] Overfull \vbox (0.89993pt too high) detected at line 46482 [512] [513] [514] Underfull \hbox (badness 10000) in paragraph at lines 46716--46718 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [515] Underfull \hbox (badness 10000) in paragraph at lines 46868--46871 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [516] [517] Underfull \hbox (badness 10000) in paragraph at lines 47110--47113 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 47119--47122 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [518] Underfull \hbox (badness 10000) in paragraph at lines 47245--47247 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [519] [520] [521] [522] Underfull \hbox (badness 10000) in paragraph at lines 47860--47863 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [523] Underfull \hbox (badness 10000) in paragraph at lines 47919--47923 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [524] [525] [526] [527] Underfull \hbox (badness 10000) in paragraph at lines 48392--48395 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [528] Underfull \hbox (badness 10000) in paragraph at lines 48583--48588 []\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 48583--48588 [][]\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 [529] [530] [531] Underfull \hbox (badness 10000) in paragraph at lines 48888--48890 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 48924--48926 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 49250--49259 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [535] Underfull \hbox (badness 10000) in paragraph at lines 49319--49324 []\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 49319--49324 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 49332--49335 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [536] [537] [538] [539] [540] [541] [542] [543] [544] [545] Underfull \hbox (badness 10000) in paragraph at lines 50408--50410 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [546] Underfull \hbox (badness 10000) in paragraph at lines 50560--50563 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [547] [548] Underfull \hbox (badness 10000) in paragraph at lines 50802--50805 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 50811--50814 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 50937--50939 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [549] [550] [551] [552] [553] Underfull \hbox (badness 10000) in paragraph at lines 51552--51555 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 51611--51615 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [554] [555] [556] [557] Underfull \hbox (badness 10000) in paragraph at lines 52054--52057 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [558] [559] [560] Underfull \hbox (badness 10000) in paragraph at lines 52409--52411 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 52445--52447 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [561] [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] Underfull \hbox (badness 10000) in paragraph at lines 53794--53796 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [573] Underfull \hbox (badness 10000) in paragraph at lines 53946--53949 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [574] [575] Underfull \hbox (badness 10000) in paragraph at lines 54188--54191 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 54197--54200 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [576] Underfull \hbox (badness 10000) in paragraph at lines 54323--54325 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [577] [578] [579] [580] Underfull \hbox (badness 10000) in paragraph at lines 54938--54941 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [581] Underfull \hbox (badness 10000) in paragraph at lines 54997--55001 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [582] [583] [584] Underfull \hbox (badness 10000) in paragraph at lines 55470--55473 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [585] [586] Underfull \hbox (badness 10000) in paragraph at lines 55661--55666 []\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 55661--55666 [][]\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 [587] [588] [589] Underfull \hbox (badness 10000) in paragraph at lines 55966--55968 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 56002--56004 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [590] [591] [592] Underfull \hbox (badness 10000) in paragraph at lines 56328--56337 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation Underfull \hbox (badness 10000) in paragraph at lines 56397--56402 []\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 56397--56402 [][]\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 [593] Underfull \hbox (badness 7133) in paragraph at lines 56410--56413 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [594] [595] Underfull \hbox (badness 5217) in paragraph at lines 56640--56643 []\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/ m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t he way train-ing [596] [597] [598] [599] Underfull \hbox (badness 10000) in paragraph at lines 57173--57178 []\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 57173--57178 [][]\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 [600] [601] [602] [603] [604] [605] [606] [607] [608] [609] [610] [611] Underfull \hbox (badness 10000) in paragraph at lines 58552--58555 \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 [612] [613] [614] [615] [616] [617] Underfull \vbox (badness 10000) detected at line 59293 Overfull \vbox (24.0pt too high) detected at line 59293 [618] Overfull \vbox (0.89993pt too high) detected at line 59374 [619] [620] [621] Underfull \hbox (badness 10000) in paragraph at lines 59608--59610 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [622] Underfull \hbox (badness 10000) in paragraph at lines 59708--59711 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 59802--59804 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [623] [624] [625] Underfull \hbox (badness 10000) in paragraph at lines 60213--60216 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [626] [627] [628] [629] Underfull \hbox (badness 10000) in paragraph at lines 60681--60684 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 60728--60733 []\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 60728--60733 [][]\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 [630] [631] Underfull \hbox (badness 10000) in paragraph at lines 60947--60949 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [632] [633] Underfull \hbox (badness 10000) in paragraph at lines 61114--61119 []\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 61114--61119 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 61127--61130 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [634] [635] [636] [637] [638] [639] [640] [641] [642] [643] [644] Underfull \hbox (badness 10000) in paragraph at lines 62412--62414 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [645] Underfull \hbox (badness 10000) in paragraph at lines 62564--62567 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [646] [647] Underfull \hbox (badness 10000) in paragraph at lines 62806--62809 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 62815--62818 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [648] Underfull \hbox (badness 10000) in paragraph at lines 62941--62943 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [649] [650] [651] [652] Underfull \hbox (badness 10000) in paragraph at lines 63556--63559 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [653] Underfull \hbox (badness 10000) in paragraph at lines 63615--63619 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [654] [655] [656] [657] Underfull \hbox (badness 10000) in paragraph at lines 64088--64091 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [658] Underfull \hbox (badness 10000) in paragraph at lines 64279--64284 []\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 64279--64284 [][]\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 [659] [660] [661] Underfull \hbox (badness 10000) in paragraph at lines 64584--64586 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 64620--64622 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [662] [663] [664] Underfull \hbox (badness 10000) in paragraph at lines 64946--64955 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [665] Underfull \hbox (badness 10000) in paragraph at lines 65015--65020 []\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 65015--65020 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 65028--65031 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [666] [667] [668] [669] [670] [671] [672] Underfull \hbox (badness 10000) in paragraph at lines 65942--65944 []\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/ 10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 []\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap- Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if the search Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith m to use. Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and al-go-rithm: Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G rid-Search-SearchType.SMART | Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S earch- [673] [674] [675] [676] [677] [678] [679] [680] [681] [682] [683] [684] [685] [686] [687] [688] [689] [690] [691] [692] Underfull \hbox (badness 10000) in paragraph at lines 68583--68585 []\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U [693] [694] [695] [696] Chapter 30. [697] [698] Chapter 31. [699] [700] [701] [702] [703] [704] [705] [706] Overfull \vbox (0.61996pt too high) detected at line 69987 [707] [708] [709] [710] [711] [712] [713] Underfull \hbox (badness 10000) in paragraph at lines 70728--70732 \T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy- ment. Underfull \hbox (badness 10000) in paragraph at lines 70728--70732 \T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting s, see [714] [715] [716] [717] [718] [719] [720] [721] [722] [723] Underfull \hbox (badness 10000) in paragraph at lines 72060--72062 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 72095--72097 \T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr olWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 72095--72097 \T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/ 10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc- [724] [725] [726] [727] [728] [729] [730] [731] [732] [733] [734] [735] [736] [737] [738] [739] [740] [741] [742] [743] Underfull \hbox (badness 10000) in paragraph at lines 74607--74611 []\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm /m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 74607--74611 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t arget_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 74613--74617 []\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 74613--74617 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f eature_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 74637--74641 []\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 ) ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy- Underfull \hbox (badness 10000) in paragraph at lines 74637--74641 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [744] [745] [746] [747] Underfull \hbox (badness 10000) in paragraph at lines 75106--75108 []\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list [PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [748] [749] [750] Chapter 32. [751] [752] [753] [754] Chapter 33. [755] Underfull \hbox (badness 10000) in paragraph at lines 75945--75950 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [756] [757] [758] [759] Underfull \hbox (badness 10000) in paragraph at lines 76487--76492 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [760] [761] [762] Underfull \hbox (badness 5331) in paragraph at lines 76940--76942 []\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n /10 ) ^^U List of His-togram val-ues with a schema de-scribed as [763] [764] Underfull \hbox (badness 10000) in paragraph at lines 77181--77184 []\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 77181--77184 \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 , [765] Underfull \hbox (badness 10000) in paragraph at lines 77329--77332 []\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 77329--77332 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [766] [767] [768] [769] [770] [771] [772] [773] Underfull \hbox (badness 5771) in paragraph at lines 78379--78383 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 78385--78389 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- [774] Underfull \hbox (badness 10000) in paragraph at lines 78411--78414 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [775] [776] Underfull \hbox (badness 5771) in paragraph at lines 78660--78664 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 78666--78670 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 78692--78695 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [777] Underfull \hbox (badness 10000) in paragraph at lines 78712--78714 []\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list of possible settings, create a Underfull \hbox (badness 10000) in paragraph at lines 78741--78743 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1 /qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e- ment is a Underfull \hbox (badness 6641) in paragraph at lines 78749--78753 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [778] Underfull \hbox (badness 10000) in paragraph at lines 78856--78858 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a Underfull \hbox (badness 6641) in paragraph at lines 78864--78868 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [779] [780] [781] [782] [783] [784] [785] [786] [787] [788] [789] [790] Chapter 34. [791] [792] [793] [794] [795] [796] [797] [798] Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 []\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 \T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe r the Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 \T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th e pub- Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 \T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS _POLICY.NONE\T1/qtm/m/n/10 , [799] [800] Chapter 35. [801] [802] [803] [804] [805] [806] [807] [808] [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] Chapter 36. [821] [822] Overfull \hbox (63.27374pt too wide) in paragraph at lines 84212--84215 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [823] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84362--84365 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [824] [825] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84586--84589 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [826] Underfull \hbox (badness 10000) in paragraph at lines 84705--84708 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 84714--84718 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 84714--84718 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 84714--84718 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 84764--84767 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 84773--84777 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 84773--84777 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 84773--84777 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , [827] [828] Underfull \hbox (badness 10000) in paragraph at lines 84993--84995 []\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 , [829] [830] Chapter 37. [831] [832] [833] [834] [835] [836] [837] [838] [839] [840] [841] [842] [843] [844] [845] Underfull \hbox (badness 6592) in paragraph at lines 87032--87034 []\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n /10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [846] Underfull \hbox (badness 10000) in paragraph at lines 87150--87152 []\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m /n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , [847] [848] [849] [850] Chapter 38. [851] Underfull \hbox (badness 10000) in paragraph at lines 87701--87703 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [852] Underfull \hbox (badness 10000) in paragraph at lines 87786--87788 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [853] [854] [855] [856] [857] Underfull \hbox (badness 10000) in paragraph at lines 88567--88569 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo Underfull \hbox (badness 10000) in paragraph at lines 88645--88647 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [858] [859] [860] Chapter 39. Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R ocCurve >>> RocCurve.compute( Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/ 10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375, Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0 .0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t xtt/m/n/10 '\T1/txtt/m/n/10 : 863, [861] [862] Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L iftChart >>> LiftChart.compute( Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_ weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ] [863] [864] [865] Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R esiduals >>> Residuals.list( Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS 1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32. [866] [867] [868] [869] [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] Underfull \hbox (badness 10000) in paragraph at lines 91626--91628 []\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums. [880] [881] [882] [883] Underfull \hbox (badness 10000) in paragraph at lines 92306--92308 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [884] [885] [886] [887] [888] Overfull \vbox (2.69994pt too high) detected at line 92834 [889] [890] Underfull \hbox (badness 10000) in paragraph at lines 92956--92959 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 92956--92959 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 92990--92992 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 92997--92999 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 93287--93290 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93287--93290 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions [894] [895] Underfull \hbox (badness 10000) in paragraph at lines 93621--93624 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93621--93624 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 93655--93657 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 93662--93664 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [896] [897] [898] [899] [900] [901] Underfull \hbox (badness 10000) in paragraph at lines 94421--94424 []\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 94421--94424 \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 94426--94429 []\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of Underfull \hbox (badness 10000) in paragraph at lines 94426--94429 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [902] [903] [904] [905] [906] [907] [908] [909] [910] Underfull \hbox (badness 10000) in paragraph at lines 95543--95546 []\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 95548--95551 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. Underfull \hbox (badness 6708) in paragraph at lines 95621--95627 \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 95621--95627 \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, [911] Underfull \hbox (badness 10000) in paragraph at lines 95637--95640 []\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 95642--95645 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [912] [913] [914] [915] [916] [917] [918] [919] [920] [921] [922] Chapter 40. [923] [924] [925] [926] [927] [928] [929] [930] Chapter 41. [931] [932] [933] [934] Chapter 42. [935] [936] Chapter 43. [937] [938] [939] [940] [941] [942] [943] [944] [945] [946] Overfull \vbox (1.64996pt too high) detected at line 100261 [947] [948] [949] [950] [951] [952] Chapter 44. [953] Underfull \hbox (badness 10000) in paragraph at lines 101133--101135 []\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the [954] [955] [956] [957] [958] [959] Underfull \hbox (badness 10000) in paragraph at lines 101767--101773 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 101767--101773 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 101851--101858 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 101851--101858 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 101851--101858 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [960] Underfull \hbox (badness 10000) in paragraph at lines 101860--101864 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [961] [962] Underfull \hbox (badness 7888) in paragraph at lines 102090--102097 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 . \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep rints Underfull \hbox (badness 10000) in paragraph at lines 102090--102097 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 102113--102119 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 102113--102119 \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. [963] [964] Underfull \hbox (badness 10000) in paragraph at lines 102315--102321 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 102315--102321 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 102361--102363 []\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/ m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 , [965] [966] Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 []\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 ) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re- Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns fewer at-tributes Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and could be re- Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr easing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/ n/10 supports_composable_ml \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t ributes are ab-sent and Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt /m/n/10 has_empty_clusters\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m /n/10 prediction_threshold \T1/qtm/m/n/10 and [967] [968] [969] [970] Underfull \hbox (badness 10000) in paragraph at lines 102936--102938 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets Underfull \hbox (badness 7649) in paragraph at lines 102975--102978 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n /10 and [971] Underfull \hbox (badness 10000) in paragraph at lines 103030--103032 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets [972] Underfull \hbox (badness 10000) in paragraph at lines 103095--103101 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [973] [974] Overfull \hbox (0.89392pt too wide) in paragraph at lines 103379--103383 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 , [975] [976] [977] [978] [979] [980] [981] [982] [983] Underfull \hbox (badness 10000) in paragraph at lines 104469--104478 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [984] Underfull \hbox (badness 10000) in paragraph at lines 104568--104573 []\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 104568--104573 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 104585--104588 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [985] [986] Underfull \hbox (badness 10000) in paragraph at lines 104787--104792 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [987] Underfull \hbox (badness 10000) in paragraph at lines 104965--104970 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with Underfull \hbox (badness 5345) in paragraph at lines 104965--104970 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [988] Underfull \hbox (badness 10000) in paragraph at lines 105010--105015 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [989] [990] [991] Underfull \hbox (badness 10000) in paragraph at lines 105404--105410 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 105404--105410 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , [992] Underfull \hbox (badness 10000) in paragraph at lines 105423--105430 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 105423--105430 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 105423--105430 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll Underfull \hbox (badness 10000) in paragraph at lines 105432--105436 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 105467--105471 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [993] Underfull \hbox (badness 10000) in paragraph at lines 105589--105592 []\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in- stance of Underfull \hbox (badness 10000) in paragraph at lines 105589--105592 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [994] [995] [996] Underfull \hbox (badness 10000) in paragraph at lines 105883--105885 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [997] [998] [999] Underfull \hbox (badness 10000) in paragraph at lines 106384--106391 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 106384--106391 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 106384--106391 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [1000] [1001] Underfull \hbox (badness 10000) in paragraph at lines 106592--106598 []\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to [ ][]\T1/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the Underfull \hbox (badness 10000) in paragraph at lines 106603--106608 \T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 D atetimePartitioningSpecification[][]\T1/qtm/m/n/10 ) ^^U [1002] [1003] Underfull \hbox (badness 6364) in paragraph at lines 106807--106810 []\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt /m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion [1004] Underfull \hbox (badness 10000) in paragraph at lines 106878--106884 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 106878--106884 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 106897--106904 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 106897--106904 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 6741) in paragraph at lines 106912--106914 []\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned Underfull \hbox (badness 6741) in paragraph at lines 106916--106918 []\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned [1005] Underfull \hbox (badness 10000) in paragraph at lines 106961--106965 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 107345--107348 []\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 107355--107358 []\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 107366--107369 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 107366--107369 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1008] [1009] Underfull \hbox (badness 6927) in paragraph at lines 107483--107486 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1010] Underfull \hbox (badness 10000) in paragraph at lines 107657--107662 []\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 , [1011] [1012] Underfull \hbox (badness 10000) in paragraph at lines 107799--107801 []\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/ 10 ) ^^U Time step unit, valid op-tions are val-ues from Underfull \hbox (badness 10000) in paragraph at lines 107878--107881 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 107878--107881 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1013] [1014] Underfull \hbox (badness 6927) in paragraph at lines 108051--108054 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1015] [1016] [1017] [1018] [1019] Underfull \hbox (badness 10000) in paragraph at lines 108698--108701 []\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 108698--108701 \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. [1020] [1021] Underfull \hbox (badness 5741) in paragraph at lines 108917--108925 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/ txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for [1022] [1023] [1024] [1025] [1026] [1027] [1028] [1029] [1030] Underfull \hbox (badness 10000) in paragraph at lines 110166--110168 []\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1 0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and [1031] [1032] [1033] [1034] [1035] [1036] [1037] [1038] Chapter 45. [1039] Underfull \vbox (badness 10000) detected at line 111086 [1040] Underfull \hbox (badness 10000) in paragraph at lines 111167--111171 []\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 list[][]\ T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.21) Will Underfull \hbox (badness 10000) in paragraph at lines 111167--111171 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1041] [1042] [1043] [1044] Chapter 46. [1045] [1046] Underfull \hbox (badness 7099) in paragraph at lines 111861--111864 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1047] Underfull \hbox (badness 7099) in paragraph at lines 111903--111906 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1048] [1049] [1050] [1051] [1052] Chapter 47. [1053] [1054] Underfull \hbox (badness 10000) in paragraph at lines 112565--112568 []\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A PI with fsspec im-ple-men-ta-tion [1055] Underfull \hbox (badness 10000) in paragraph at lines 112642--112645 []\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in -clud-ing the new \T1/txtt/m/n/10 CredentialTypes. Underfull \hbox (badness 10000) in paragraph at lines 112642--112645 \T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a tion helper \T1/txtt/m/n/10 Credential. [1056] Underfull \hbox (badness 10000) in paragraph at lines 112761--112763 []\T1/qtm/m/n/10 Up-dated [][]\T1/txtt/m/sl/10 MetricInsights.list[][] \T1/qtm/ m/n/10 to add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types _only\T1/qtm/m/n/10 , Underfull \hbox (badness 7081) in paragraph at lines 112777--112779 []\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op- tional in [][]\T1/txtt/m/sl/10 PromptTemplateVersion.create[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 PromptTemplate. [1057] Underfull \hbox (badness 10000) in paragraph at lines 112865--112867 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods [][] \T1/txtt/m/sl/10 Recipe.from_dataset[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/1 0 Recipe. Underfull \hbox (badness 10000) in paragraph at lines 112869--112871 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla sses [][]\T1/txtt/m/sl/10 RecipeDatasetInput[][] \T1/qtm/m/n/10 and [1058] Underfull \hbox (badness 8038) in paragraph at lines 112961--112963 []\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 112997--112999 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \ T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n /10 to [1059] Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_ default_prediction_server_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 \T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 \T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n /10 vector_database_replicas\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 \T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to [][]\T1 /txtt/m/sl/10 LLMBlueprint.register_custom_model[][] \T1/qtm/m/n/10 to al-low [1060] [1061] Overfull \hbox (1.74904pt too wide) in paragraph at lines 113243--113245 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_ id \T1/qtm/m/n/10 in [][]\T1/txtt/m/sl/10 Model.start_incremental_learning_from _sample[][] Underfull \hbox (badness 10000) in paragraph at lines 113292--113294 []\T1/qtm/m/n/10 Ex-tended [][]\T1/txtt/m/sl/10 VectorDatabase.create[][] \T1/q tm/m/n/10 to sup-port an ad-di-tional meta-data dataset via in-put params [1062] Underfull \hbox (badness 10000) in paragraph at lines 113329--113331 []\T1/qtm/m/n/10 Fixed [][]\T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.c reate[][] \T1/qtm/m/n/10 by us-ing the right pay-load for [1063] Underfull \hbox (badness 10000) in paragraph at lines 113504--113506 []\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/ m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 113552--113554 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude pa-ram-e-ter: `fea- [1064] Underfull \hbox (badness 10000) in paragraph at lines 113564--113567 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt m/m/n/10 as the base class for Underfull \hbox (badness 8151) in paragraph at lines 113564--113567 [][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and \T1/txtt/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast, Underfull \hbox (badness 10000) in paragraph at lines 113569--113571 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1 /qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][] \T1/qtm /m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 113639--113641 []\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu stomModelLLMValidation.list\T1/qtm/m/n/10 , [1065] Underfull \hbox (badness 10000) in paragraph at lines 113652--113654 []\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][ ] \T1/qtm/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1 /qtm/m/n/10 and [1066] [1067] [1068] Underfull \hbox (badness 10000) in paragraph at lines 114064--114067 []\T1/qtm/m/n/10 Add new at-tributes to [][]\T1/txtt/m/sl/10 VectorDatabase[][] \T1/qtm/m/n/10 : \T1/txtt/m/n/10 parent_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 fami ly_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 metadata_columns\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 114130--114132 []\T1/qtm/m/n/10 Up-dated the schema for [][]\T1/txtt/m/sl/10 EvaluationDataset MetricAggregation[][] \T1/qtm/m/n/10 to in-clude the new at-tributes [1069] Underfull \hbox (badness 10000) in paragraph at lines 114208--114210 []\T1/qtm/m/n/10 Added the pa-ram-e-ter \T1/txtt/m/n/10 base_path \T1/qtm/m/n/1 0 to [][]\T1/txtt/m/sl/10 get_encoded_file_contents_from_paths[][] \T1/qtm/m/n/ 10 and Underfull \hbox (badness 10000) in paragraph at lines 114217--114224 []\T1/qtm/m/n/10 Fixed field in [][]\T1/txtt/m/sl/10 CustomTaskVersion[][] \T1/ qtm/m/n/10 for con-trol-ling net-work poli-cies. This is changed from Underfull \hbox (badness 10000) in paragraph at lines 114244--114246 []\T1/qtm/m/n/10 Dep-re-cated [][]\T1/txtt/m/sl/10 Model.request_fairness_insig hts[][]\T1/qtm/m/n/10 . Please use [][]\T1/txtt/m/sl/10 Model. [1070] Underfull \hbox (badness 10000) in paragraph at lines 114264--114266 []\T1/qtm/m/n/10 Re-named \T1/txtt/m/n/10 datarobot.enums.CustomTaskOutgoingNet workPolicy \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 datarobot.enums. Overfull \hbox (27.38004pt too wide) in paragraph at lines 114326--114328 []\T1/qtm/m/n/10 Up-dated the de-scrip-tion for the pa-ram-e-ter: `num-ber_of_i ncremental_learning_iterations_before_best_model_selection' [1071] Underfull \hbox (badness 10000) in paragraph at lines 114389--114392 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1072] Underfull \hbox (badness 10000) in paragraph at lines 114560--114563 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset \ T1/qtm/m/n/10 for syn-thetic dataset gen-er-a-tion. Use [1073] Underfull \hbox (badness 10000) in paragraph at lines 114690--114692 []\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 entity_type \T1/qtm/m /n/10 to the \T1/txtt/m/n/10 compute \T1/qtm/m/n/10 and \T1/txtt/m/n/10 create \T1/qtm/m/n/10 meth-ods of the classes [1074] Underfull \hbox (badness 10000) in paragraph at lines 114829--114833 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude new pa-ram-e-ter: [1075] Underfull \hbox (badness 10000) in paragraph at lines 114909--114911 [][][]\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 [1076] Underfull \hbox (badness 10000) in paragraph at lines 114984--114987 []\T1/qtm/m/n/10 Added new pa-ram-e-ter \T1/txtt/m/n/10 prediction_threshold \T 1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 BatchPredictionJob. Underfull \hbox (badness 7344) in paragraph at lines 114984--114987 \T1/txtt/m/sl/10 score_with_leaderboard_model[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 BatchPredictionJob.score[][] \T1/qtm/m/n/10 that au-to-mat-i-cally a s-signs the Underfull \hbox (badness 10000) in paragraph at lines 115056--115058 []\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. [1077] Underfull \hbox (badness 10000) in paragraph at lines 115216--115218 []\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 base_environment_vers ion_id \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelVersion. [1078] [1079] [1080] Underfull \hbox (badness 10000) in paragraph at lines 115571--115573 []\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t xtt/m/n/10 Notebook. [1081] [1082] Underfull \hbox (badness 10000) in paragraph at lines 115798--115800 \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 [1083] [1084] [1085] [1086] Underfull \hbox (badness 10000) in paragraph at lines 116255--116257 []\T1/qtm/m/n/10 If the user con-fig-ures the client via \T1/txtt/m/n/10 Client (...)\T1/qtm/m/n/10 , then in-voke \T1/txtt/m/n/10 Client(..., Underfull \hbox (badness 10000) in paragraph at lines 116259--116261 []\T1/qtm/m/n/10 If the user con-fig-ures the client via dr.config.yaml, then a dd the prop-erty Underfull \hbox (badness 10000) in paragraph at lines 116263--116265 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1087] Underfull \hbox (badness 10000) in paragraph at lines 116438--116440 []\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 116462--116464 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1088] [1089] Underfull \hbox (badness 10000) in paragraph at lines 116591--116594 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata() \T1/qtm/m/n/10 has b een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 116601--116604 []\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 116616--116619 []\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 116621--116624 []\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. [1090] Underfull \hbox (badness 10000) in paragraph at lines 116783--116787 []\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 116783--116787 [][]\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 116789--116794 []\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 116789--116794 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1091] Underfull \hbox (badness 10000) in paragraph at lines 116899--116901 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that set-ting \T1/tx tt/m/n/10 use_backtest_start_end_format \T1/qtm/m/n/10 of [1092] [1093] [1094] Underfull \hbox (badness 10000) in paragraph at lines 117184--117187 []\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 117189--117191 []\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. Underfull \hbox (badness 10000) in paragraph at lines 117272--117274 [][][]\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 117276--117278 [][][]\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 [1095] Underfull \hbox (badness 6364) in paragraph at lines 117308--117310 []\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. [1096] Underfull \hbox (badness 10000) in paragraph at lines 117431--117438 []\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex- pla-na-tions (\T1/txtt/m/n/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in Underfull \hbox (badness 10000) in paragraph at lines 117431--117438 [][]\T1/txtt/m/sl/10 PredictionExplanations.create[][]\T1/qtm/m/n/10 ) as well as batch scor-ing (\T1/txtt/m/n/10 explanations_mode \T1/qtm/m/n/10 in [1097] Underfull \hbox (badness 10000) in paragraph at lines 117631--117633 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/txtt/m/n/10 feature_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot . Underfull \hbox (badness 10000) in paragraph at lines 117649--117652 []\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 [1098] [1099] Underfull \hbox (badness 10000) in paragraph at lines 117901--117904 []\T1/qtm/m/n/10 Dep-re-cat-ing sca-le-out pa-ram-e-ters for projects / mod-els . In-cludes \T1/txtt/m/n/10 scaleout_modeling_mode\T1/qtm/m/n/10 , [1100] Underfull \hbox (badness 6268) in paragraph at lines 118002--118005 []\T1/qtm/m/n/10 Added the abil-ity to up-load a pre-dic-tion dataset into a pr oject from the AI cat-a-log [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 118037--118041 []\T1/qtm/m/n/10 Added the abil-ity to con-trol class map-ping ag-gre-ga-tion i n mul-ti-class projects via [1101] Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 []\T1/qtm/m/n/10 Added the abil-ity to com-pute and re-trieve Fea-ture Ef-fects for a Mul-ti-class model us- Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/qtm/m/n/10 ing [][]\T1/txtt/m/sl/10 datarobot.models.Model.request_feature_ effects_multiclass()[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/txtt/m/sl/10 models.Model.get_feature_effects_multiclass()[][] \T1/qtm/m/n/ 10 or [][]\T1/txtt/m/sl/10 datarobot.models.Model. Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/txtt/m/sl/10 get_or_request_feature_effects_multiclass()[][] \T1/qtm/m/n/10 meth-ods. For date-time mod-els use fol-low- Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/qtm/m/n/10 ing meth-ods [][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel .request_feature_effects_multiclass()[][]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 [][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel.get_feature_effects_multicl ass()[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 datarobot.models. [1102] Underfull \hbox (badness 10000) in paragraph at lines 118197--118200 []\T1/qtm/m/n/10 Fix [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/q tm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n /10 to cor-rectly for-mat Underfull \hbox (badness 10000) in paragraph at lines 118273--118276 []\T1/qtm/m/n/10 Added the abil-ity to re-quest a spe-cific model be pre-pared for de-ploy-ment us-ing [][]\T1/txtt/m/sl/10 Project. [1103] [1104] Underfull \hbox (badness 10000) in paragraph at lines 118518--118521 []\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty of [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n/10 has be en dep-re-cated. Underfull \hbox (badness 10000) in paragraph at lines 118523--118526 []\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty of [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/qtm/m/n/10 has bee n dep-re-cated. [1105] Underfull \hbox (badness 7907) in paragraph at lines 118694--118699 []\T1/qtm/m/n/10 Sup-port for Batch Pre-dic-tion Job Def-i-ni-tions has now bee n added through the fol-low-ing class: [1106] Underfull \hbox (badness 10000) in paragraph at lines 118736--118739 []\T1/qtm/m/n/10 Added method to down-load fea-ture dis-cov-ery recipe SQLs (li m-ited beta fea-ture). [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 118812--118817 []\T1/qtm/m/n/10 Par-tial his-tory pre-dic-tions can be made with time se-ries time se-ries mul-ti-series mod-els us- Underfull \hbox (badness 10000) in paragraph at lines 118812--118817 \T1/qtm/m/n/10 ing the \T1/txtt/m/n/10 allow_partial_history_time_series_predic tions \T1/qtm/m/n/10 at-tribute of the [][]\T1/txtt/m/sl/10 datarobot. [1107] Underfull \hbox (badness 10000) in paragraph at lines 118837--118845 [][]\T1/txtt/m/sl/10 PairwiseJointProbabilities[][] \T1/qtm/m/n/10 and [][]\T1/ txtt/m/sl/10 PairwiseConditionalProbabilities[][] \T1/qtm/m/n/10 or [][]\T1/txt t/m/sl/10 Feature. Underfull \hbox (badness 10000) in paragraph at lines 118837--118845 \T1/txtt/m/sl/10 get_pairwise_correlations[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/s l/10 Feature.get_pairwise_joint_probabilities[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 Feature. Underfull \hbox (badness 10000) in paragraph at lines 118913--118916 []\T1/qtm/m/n/10 Sup-port for down-load-ing fea-ture dis-cov-ery train-ing or p re-dic-tion dataset us-ing [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 118918--118924 []\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 datarobot.models.FeatureAssociation Matrix[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot.models. Underfull \hbox (badness 10000) in paragraph at lines 118918--118924 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1108] Underfull \hbox (badness 10000) in paragraph at lines 118948--118955 []\T1/qtm/m/n/10 Re-move \T1/txtt/m/n/10 desired_memory \T1/qtm/m/n/10 param fr om the fol-low-ing meth-ods: [][]\T1/txtt/m/sl/10 CustomInferenceModel. Underfull \hbox (badness 10000) in paragraph at lines 118948--118955 \T1/txtt/m/sl/10 create[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVer sion.create_clean[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVersion.c reate_from_previous[][]\T1/qtm/m/n/10 , [1109] Underfull \hbox (badness 8170) in paragraph at lines 119084--119087 []\T1/qtm/m/n/10 Fea-ture dis-cov-ery projects can now be cre-ated us-ing the [ ][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 method by pro-vid-ing Underfull \hbox (badness 10000) in paragraph at lines 119089--119092 \T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 Cor-re-spond-ing fea-ture lin-eage id i s avail-able as a new [][]\T1/txtt/m/sl/10 datarobot.models.Feature[][] \T1/qtm /m/n/10 field [1110] Underfull \hbox (badness 10000) in paragraph at lines 119172--119177 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 sampling_method \T1/qtm/m/n/10 param in [] []\T1/txtt/m/sl/10 Model.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/1 0 Project.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 119197--119199 []\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h as been re-moved. Use [][]\T1/txtt/m/sl/10 datarobot.models. Underfull \hbox (badness 10000) in paragraph at lines 119276--119280 []\T1/qtm/m/n/10 Added sup-port for Cus-tom Model De-pen-dency Man-age-ment. Pl ease see :ref:\T1/txtt/m/n/10 custom model [1111] Underfull \hbox (badness 10000) in paragraph at lines 119319--119322 []\T1/qtm/m/n/10 Added a new method to trig-ger Fea-ture Im-pact cal-cu-la-tion for a Cus-tom In-fer-ence Im-age: [1112] Underfull \hbox (badness 10000) in paragraph at lines 119462--119471 []\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T 1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][] \T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 119473--119480 []\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T 1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][] \T1/txtt/m/sl/10 Model. [1113] [1114] Underfull \hbox (badness 10000) in paragraph at lines 119664--119668 []\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo gle Cloud Stor-age with meth-ods Underfull \hbox (badness 8132) in paragraph at lines 119702--119707 []\T1/qtm/m/n/10 These meth-ods now pro-vide ad-di-tional meta-data fields in F ea-ture Im-pact re-sults if called with Underfull \hbox (badness 10000) in paragraph at lines 119722--119726 []\T1/qtm/m/n/10 Sec-ondary dataset con-fig-u-ra-tion re-trieve and dele-tion i s eas-ier now though new Underfull \hbox (badness 10000) in paragraph at lines 119722--119726 [][]\T1/txtt/m/sl/10 SecondaryDatasetConfigurations.delete[][] \T1/qtm/m/n/10 s oft deletes a Sec-ondary dataset con-fig-u-ra-tion. Underfull \hbox (badness 10000) in paragraph at lines 119746--119748 []\T1/qtm/m/n/10 Batch Pre-dic-tion jobs that used other out-put types than \T1 /txtt/m/n/10 local_file \T1/qtm/m/n/10 failed when us-ing \T1/txtt/m/n/10 . [1115] [1116] Underfull \hbox (badness 10000) in paragraph at lines 119990--119994 []\T1/qtm/m/n/10 A new boolean at-tribute \T1/txtt/m/n/10 unsupervised_mode \T1 /qtm/m/n/10 was added to [][]\T1/txtt/m/sl/10 datarobot. [1117] Underfull \hbox (badness 10000) in paragraph at lines 120063--120065 []\T1/qtm/m/n/10 Time se-ries model de-ploy-ments now sup-port pre-dic-tion in- ter-vals. See Underfull \hbox (badness 10000) in paragraph at lines 120063--120065 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. Underfull \hbox (badness 10000) in paragraph at lines 120094--120096 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction Underfull \hbox (badness 10000) in paragraph at lines 120118--120121 []\T1/qtm/m/n/10 It's now pos-si-ble to get fea-ture as-so-ci-a-tion sta-tuses for fea-turelists us-ing [][]\T1/txtt/m/sl/10 Project. [1118] Underfull \hbox (badness 7925) in paragraph at lines 120155--120157 []\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 Project.set_target[][] \T1/qtm/m/n /10 sup-port new op-tional pa-ram-e-ters \T1/txtt/m/n/10 featureEngineeringGrap hs \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 120163--120168 []\T1/qtm/m/n/10 Se-ries ac-cu-racy re-trieval meth-ods ([][]\T1/txtt/m/sl/10 D atetimeModel.get_series_accuracy_as_dataframe[][] \T1/qtm/m/n/10 and [1119] Underfull \hbox (badness 10000) in paragraph at lines 120254--120256 []\T1/qtm/m/n/10 Mono-tonic con-straints are now sup-ported for OTV projects. T o that end, the pa-ram-e-ters Underfull \hbox (badness 10000) in paragraph at lines 120254--120256 \T1/txtt/m/n/10 monotonic_increasing_featurelist_id \T1/qtm/m/n/10 and \T1/txtt /m/n/10 monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 can be [1120] Underfull \hbox (badness 7451) in paragraph at lines 120343--120346 []\T1/qtm/m/n/10 When [][]\T1/txtt/m/sl/10 specifying datetime partitioning[][] \T1/qtm/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series \T1/ qtm/m/n/10 projects Underfull \hbox (badness 10000) in paragraph at lines 120343--120346 \T1/txtt/m/sl/10 do_not_derive[][] \T1/qtm/m/n/10 at-tribute. Any fea-tures not spec-i-fied will be as-signed ac-cord-ing to the [1121] [1122] Underfull \hbox (badness 10000) in paragraph at lines 120550--120559 []\T1/qtm/m/n/10 Pre-vi-ously avail-able for only Eu-reqa mod-els, Ad-vanced Tu n-ing meth-ods and ob-jects, in-clud-ing Underfull \hbox (badness 10000) in paragraph at lines 120550--120559 [][]\T1/txtt/m/sl/10 Model.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , [] []\T1/txtt/m/sl/10 Model.get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][ ]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 120589--120591 [][][]\T1/txtt/m/sl/10 Project.upload_dataset[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 Project.upload_dataset_from_data_source[][] \T1/qtm/m/n/10 will re-t urn a [1123] Underfull \hbox (badness 10000) in paragraph at lines 120711--120714 []\T1/qtm/m/n/10 New class for work-ing with model com-pli-ance doc-u-men-ta-ti on fea-ture of DataRobot: class Underfull \hbox (badness 10000) in paragraph at lines 120730--120735 []\T1/qtm/m/n/10 Cross se-ries fea-tures can now be cre-ated within time se-rie s mul-ti-series projects us-ing Underfull \hbox (badness 10000) in paragraph at lines 120730--120735 \T1/qtm/m/n/10 the \T1/txtt/m/n/10 use_cross_series_features \T1/qtm/m/n/10 and \T1/txtt/m/n/10 aggregation_type \T1/qtm/m/n/10 at-tributes of the [][]\T1/txt t/m/sl/10 datarobot. [1124] Underfull \hbox (badness 10000) in paragraph at lines 120761--120765 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt m/m/n/10 at-tribute has been added to the [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 120854--120862 []\T1/qtm/m/n/10 New meth-ods and ob-jects, in-clud-ing [][]\T1/txtt/m/sl/10 Mo del.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Mode l. Underfull \hbox (badness 7504) in paragraph at lines 120854--120862 \T1/txtt/m/sl/10 get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][]\T1/txt t/m/sl/10 Model.advanced_tune[][]\T1/qtm/m/n/10 , and [][]\T1/txtt/m/sl/10 Adva ncedTuningSession[][]\T1/qtm/m/n/10 , were [1125] Underfull \hbox (badness 10000) in paragraph at lines 120877--120880 []\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for each model via [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 120887--120889 []\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for new mod-els us-ing [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 120929--120933 [][][]\T1/txtt/m/sl/10 ModelRecommendation.get[][] \T1/qtm/m/n/10 now ac-cepts an op-tional pa-ram-e-ter of type \T1/txtt/m/n/10 datarobot.enums. [1126] Underfull \hbox (badness 10000) in paragraph at lines 121046--121050 []\T1/qtm/m/n/10 Added a new fea-ture to re-trieve fea-ture logs for time se-ri es projects. Check [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 121046--121050 \T1/txtt/m/sl/10 DatetimePartitioning.feature_log_list()[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioning. Underfull \hbox (badness 10000) in paragraph at lines 121066--121070 []\T1/qtm/m/n/10 New pa-ram-e-ters \T1/txtt/m/n/10 predictions_start_date \T1/q tm/m/n/10 and \T1/txtt/m/n/10 predictions_end_date \T1/qtm/m/n/10 added to [][] \T1/txtt/m/sl/10 Project. [1127] Underfull \hbox (badness 5302) in paragraph at lines 121092--121096 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1128] [1129] Underfull \hbox (badness 10000) in paragraph at lines 121366--121369 []\T1/qtm/m/n/10 Lift chart data for mod-els can be re-trieved us-ing the \T1/t xtt/m/n/10 Model.get_lift_chart \T1/qtm/m/n/10 and \T1/txtt/m/n/10 Model. [1130] [1131] Underfull \hbox (badness 10000) in paragraph at lines 121559--121561 []\T1/qtm/m/n/10 When call-ing \T1/txtt/m/n/10 get_result \T1/qtm/m/n/10 for a Job, Mod-elJob, or Pre-dic-tJob that has er-rored, [1132] Underfull \hbox (badness 10000) in paragraph at lines 121663--121667 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1133] Underfull \hbox (badness 6268) in paragraph at lines 121778--121782 []\T1/qtm/m/n/10 A new im-proved work-flow for pre-dic-tions now sup-ports firs t up-load-ing a dataset via \T1/txtt/m/n/10 Project. [1134] [1135] Underfull \hbox (badness 10000) in paragraph at lines 121914--121916 []\T1/txtt/m/n/10 PredictJob.create \T1/qtm/m/n/10 has been dep-re-cated in fa- vor of the al-ter-nate work-flow us-ing \T1/txtt/m/n/10 Model. [1136] [1137] [1138] Underfull \hbox (badness 6016) in paragraph at lines 122257--122261 []\T1/qtm/m/n/10 In sev-eral places where \T1/txtt/m/n/10 AppPlatformError \T1/ qtm/m/n/10 was be-ing raised, now \T1/txtt/m/n/10 TypeError\T1/qtm/m/n/10 , \T1 /txtt/m/n/10 ValueError \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 122277--122282 []\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/ n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje ct.from_async\T1/qtm/m/n/10 , then a Underfull \hbox (badness 10000) in paragraph at lines 122348--122351 []\T1/txtt/m/n/10 recommendation_settings \T1/qtm/m/n/10 pa-ram-e-ter of \T1/tx tt/m/n/10 Project.start \T1/qtm/m/n/10 is dep-re-cated in fa-vor of [1139] [1140] [1141] [1142] (./datarobot-public-api-client.ind [1143] [1144] [1145] Underfull \hbox (badness 10000) in paragraph at lines 84--86 []\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo 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line 926 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 927 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 928 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 929 []\T1/qtm/m/n/10 1141 Overfull \hbox (4.49997pt too wide) detected at line 930 []\T1/qtm/m/n/10 1142 Overfull \hbox (4.49997pt too wide) detected at line 931 []\T1/qtm/m/n/10 1142 Overfull \hbox (4.49997pt too wide) detected at line 932 []\T1/qtm/m/n/10 1142 Overfull \hbox (4.49997pt too wide) detected at line 933 []\T1/qtm/m/n/10 1142 ) [6] [1] [2] Chapter 1. Underfull \hbox (badness 10000) in paragraph at lines 159--159 [][][]\T1/qtm/m/it/10 Ad-min-is-tra- [3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [5] Underfull \hbox (badness 10000) in paragraph at lines 230--233 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes CSV dat a from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 239--243 [][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes data from a data source. If you have set [6] [7] [8] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9] [10] [11] [12] Overfull \vbox (1.18929pt too high) detected at line 779 [13] [14] Overfull \vbox (1.2373pt too high) detected at line 951 [15] [16] [17] [18] [19] [20] [21] [22] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [23] [24] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [25] [26] [27] [28] [29] [30] ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2175 \PYG{g+go}{└── finance/} ! 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.2175 \PYG{g+go}{└── finance/} ! 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.2175 \PYG{g+go}{└── finance/} ! 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.2176 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! 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.2176 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! 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.2176 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! 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.2177 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2177 \PYG{g+go}{ │ └── budgets/} ! 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.2177 \PYG{g+go}{ │ └── budgets/} ! 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.2177 \PYG{g+go}{ │ └── budgets/} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! 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.2178 ...�─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.2179 ... └── employee\PYGZhy{}list.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.2179 ... └── employee\PYGZhy{}list.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.2179 ... └── employee\PYGZhy{}list.csv} [31] Overfull \vbox (16.17989pt too high) detected at line 2342 [32] [33] [34] [35] Overfull \vbox (2.69987pt too high) detected at line 2745 [36] [37] Overfull \vbox (1.76985pt too high) detected at line 2937 [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 3260--3267 \T1/txtt/m/n/10 RENAME \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 7221) in paragraph at lines 3260--3267 \T1/qtm/m/n/10 Use \T1/txtt/m/n/10 FilesOverwriteStrategy.REPLACE \T1/qtm/m/n/1 0 to over-write the ex-ist-ing file. Use [41] Underfull \hbox (badness 10000) in paragraph at lines 3400--3402 []\T1/qtm/m/n/10 Ex-am-ple: \T1/txtt/m/n/10 /mydomain.sharepoint.com,4732d...8b 01b0,eb0d3...e42f/b!8tQyRyn..... [42] [43] Underfull \vbox (badness 10000) detected at line 3451 [44] Underfull \hbox (badness 10000) in paragraph at lines 3496--3503 \T1/txtt/m/n/10 RENAME \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 7221) in paragraph at lines 3496--3503 \T1/qtm/m/n/10 Use \T1/txtt/m/n/10 FilesOverwriteStrategy.REPLACE \T1/qtm/m/n/1 0 to over-write the ex-ist-ing file. Use Underfull \hbox (badness 7558) in paragraph at lines 3514--3516 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Any\T1/qtm/m/n/10 ) ^ ^U Ad-di-tional key-word ar-gu-ments passed to [][]\T1/txtt/m/sl/10 DataRobotFi le[][] \T1/qtm/m/n/10 or [45] [46] Underfull \hbox (badness 10000) in paragraph at lines 3747--3749 []\T1/txtt/bx/n/10 NotImplementedError \T1/qtm/m/n/10 ^^U If at-tempt-ing to up -load a di-rec-tory and [47] [48] [49] [50] [51] [52] [53] [54] [55] [56] [57] [58] [59] [60] [61] [62] Chapter 3. [63] [64] [65] [66] [67] [68] [69] [70] [71] [72] [73] [74] Underfull \hbox (badness 10000) in paragraph at lines 6866--6868 []\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 6880--6885 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [75] [76] [77] [78] [79] [80] [81] [82] [83] [84] [85] [86] Overfull \vbox (0.73009pt too high) detected at line 7732 [87] [88] [89] [90] Underfull \hbox (badness 10000) in paragraph at lines 7977--7983 []\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [91] [92] Overfull \vbox (0.52194pt too high) detected at line 8141 [93] [94] Overfull \vbox (0.93639pt too high) detected at line 8293 [95] [96] [97] ! 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.8464 ├── 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.8464 ├── 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.8464 ├── 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.8465 ├  ├──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.8465 ├  ├──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.8465 ├  ├──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.8465 ├  ├──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.8466 ├  ├──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.8466 ├  ├──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.8466 ├  ├──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.8466 ├  ├──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.8467 ├  ├──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.8467 ├  ├──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.8467 ├  ├──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.8467 ├  ├──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.8468 ├── 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.8468 ├── 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.8468 ├── data.csv [98] [99] [100] [101] [102] [103] [104] [105] [106] Underfull \hbox (badness 10000) in paragraph at lines 9086--9089 []\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. [107] Underfull \hbox (badness 10000) in paragraph at lines 9159--9164 \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 [108] Underfull \hbox (badness 10000) in paragraph at lines 9191--9196 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 9191--9196 [][]\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 [109] [110] [111] ! 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.9466 ...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.9466 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 10000) in paragraph at lines 9831--9834 [][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tings [118] Underfull \hbox (badness 6141) in paragraph at lines 9927--9934 []\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- [119] [120] [121] Underfull \hbox (badness 10000) in paragraph at lines 10215--10220 []\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. [122] [123] [124] Underfull \vbox (badness 10000) detected at line 10409 Underfull \vbox (badness 10000) detected at line 10409 [125] [126] [127] Underfull \hbox (badness 7012) in paragraph at lines 10544--10547 []\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 [128] Underfull \hbox (badness 10000) in paragraph at lines 10594--10597 []\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 [129] [130] [131] [132] [133] [134] [135] ! 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.11341 ├── 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.11341 ├── 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.11341 ├── abyssinian ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11342 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.11343 │   ├── 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.11343 │   ├── 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.11343 │   ├── 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.11343 │   ├── 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.11344 │   ├── … ! 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.11344 │   ├── … ! 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.11344 │   ├── … ! 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.11344 │   ├── … ! 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.11345 ├── 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.11345 ├── 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.11345 ├── 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.11346 ...��── 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.11346 ...��── 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.11346 ...��── 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.11346 ...��── 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.11347 ...��── 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.11347 ...��── 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.11347 ...��── 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.11347 ...��── 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.11348 │ ├── … ! 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.11348 │ ├── … ! 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.11348 │ ├── … ! 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.11348 │ ├── … [136] [137 <./sample1.png>] [138 <./sample2.png>] [139 <./activation_map1.png> <./activation_map2.png>] [140] [141 <./embeddings.png>] [142] [143] [144] Overfull \vbox (1.18929pt too high) detected at line 11903 [145] [146] [147] [148] Chapter 4. [149] Overfull \vbox (1.18929pt too high) detected at line 12247 [150] [151] [152] [153] [154] [155] [156] [157] [158] Overfull \vbox (1.27087pt too high) detected at line 12915 [159] [160] [161] [162] Overfull \vbox (0.53955pt too high) detected at line 13177 [163] Underfull \hbox (badness 6477) in paragraph at lines 13203--13208 []\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 13209--13211 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/ m/sl/10 datarobot.models.BatchPredictionJobDefinition. [164] Underfull \hbox (badness 10000) in paragraph at lines 13293--13296 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 13293--13296 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 13293--13296 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 13306--13308 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 13309--13312 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 13322--13324 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 13325--13328 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 13325--13328 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13325--13328 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 13338--13340 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 13338--13340 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 13341--13345 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 13341--13345 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 13346--13349 \T1/qtm/m/n/10 such as [165] Overfull \vbox (676.10883pt too high) has occurred while \output is active [166] Underfull \hbox (badness 5832) in paragraph at lines 13357--13363 \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 13357--13363 \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 [167] [168] Chapter 5. [169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180] [181] [182] [183] Underfull \hbox (badness 10000) in paragraph at lines 14482--14486 \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. [184] [185] [186] [187] [188] [189] [190] [191] Overfull \vbox (1.93637pt too high) detected at line 15012 [192] [193] [194] Underfull \hbox (badness 7415) in paragraph at lines 15176--15178 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. For model spe-cific met-rics set [195] [196] Underfull \hbox (badness 10000) in paragraph at lines 15264--15266 \T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset in the Data Reg-istry, use the [197] [198] [199] [200] [201] [202] [203] [204] Overfull \vbox (0.52194pt too high) detected at line 15943 [205] Underfull \hbox (badness 10000) in paragraph at lines 15989--15992 []\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 [206] [207] [208] Overfull \vbox (1.27087pt too high) detected at line 16190 [209] [210] [211] [212] [213] [214] [215] [216] [217] [218] [219] [220] [221] Overfull \vbox (2.67389pt too high) detected at line 17032 [222] [223] [224] Underfull \hbox (badness 10000) in paragraph at lines 17154--17157 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [225] [226] [227] Underfull \hbox (badness 10000) in paragraph at lines 17413--17416 []\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 [228] [229] [230] [231] [232] [233] [234] [235] [236] Chapter 6. [237] [238] [239] [240] [241] [242] [243] [244] [245] [246] Chapter 7. [247] [248] [249] [250] Underfull \hbox (badness 10000) in paragraph at lines 18838--18841 []\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 [251] [252] Chapter 8. [253] [254] [255] [256] Chapter 9. [257] [258] Chapter 10. [259] [260] [261] [262] Chapter 11. [263] [264] Chapter 12. [265] [266] [267] [268] [269] [270] [271] Overfull \vbox (1.75995pt too high) detected at line 20737 [272] [273] [274] Chapter 13. [275] [276] [277] [278] [279] [280] [281] Underfull \hbox (badness 10000) in paragraph at lines 21772--21775 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 21777--21780 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [282] Underfull \hbox (badness 10000) in paragraph at lines 21828--21831 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 21833--21836 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [283] Underfull \hbox (badness 10000) in paragraph at lines 22013--22015 []\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. [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] Underfull \hbox (badness 10000) in paragraph at lines 23047--23049 \T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr e-dict job, e.g., job_type != [294] [295] [296] [297] [298] Chapter 14. Overfull \hbox (5.07387pt too wide) in paragraph at lines 23584--23584 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 23644--23644 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [299] Overfull \hbox (5.07387pt too wide) in paragraph at lines 23703--23703 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [300] [301] [302] Chapter 15. [303] [304] [305] Underfull \hbox (badness 10000) in paragraph at lines 24359--24361 []\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 24391--24393 []\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/ 10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , [306] [307] [308] [309] Overfull \hbox (33.22383pt too wide) in paragraph at lines 24969--24971 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [310] Underfull \hbox (badness 10000) in paragraph at lines 25030--25032 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , [311] Underfull \hbox (badness 10000) in paragraph at lines 25122--25124 []\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon trolWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25175--25177 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [312] Underfull \hbox (badness 10000) in paragraph at lines 25274--25277 []\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of [313] Overfull \hbox (33.22383pt too wide) in paragraph at lines 25449--25451 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [314] Underfull \hbox (badness 5711) in paragraph at lines 25575--25577 []\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user Underfull \hbox (badness 10000) in paragraph at lines 25614--25616 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [315] [316] [317] Underfull \hbox (badness 10000) in paragraph at lines 25979--25984 []\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions Underfull \hbox (badness 6658) in paragraph at lines 25979--25984 \T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us es de-fault [318] [319] [320] [321] [322] [323] [324] [325] [326] [327] [328] [329] [330] [331] [332] Chapter 16. [333] [334] [335] [336] Chapter 17. [337] Overfull \vbox (0.94989pt too high) detected at line 28468 [338] Underfull \vbox (badness 7522) detected at line 28588 Overfull \vbox (4.48987pt too high) detected at line 28588 [339] [340] Underfull \hbox (badness 10000) in paragraph at lines 28678--28680 []\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains Overfull \vbox (42.9599pt too high) detected at line 28752 [341] [342] [343] [344] [345] [346] Chapter 18. [347] [348] [349] [350] [351] [352] [353] [354] Underfull \hbox (badness 5475) in paragraph at lines 30102--30104 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that [355] [356] Chapter 19. [357] [358] [359] Underfull \hbox (badness 5274) in paragraph at lines 30481--30483 []\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time [360] [361] [362] [363] Overfull \vbox (2.75995pt too high) detected at line 30817 [364] [365] [366] [367] [368] [369] [370] [371] Overfull \hbox (12.22389pt too wide) in paragraph at lines 31724--31726 []\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 ) [372] Underfull \hbox (badness 10000) in paragraph at lines 31829--31835 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [373] [374] [375] [376] [377] [378] Chapter 20. Underfull \hbox (badness 5924) in paragraph at lines 32486--32491 \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 , [379] Underfull \hbox (badness 10000) in paragraph at lines 32555--32558 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 32555--32558 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 32555--32558 \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 32569--32571 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [380] Underfull \hbox (badness 10000) in paragraph at lines 32743--32748 []\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET _TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 32743--32748 \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 32743--32748 \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 32743--32748 \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 ] [381] Underfull \hbox (badness 10000) in paragraph at lines 32785--32788 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 32785--32788 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 32785--32788 \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 32799--32802 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [382] Underfull \hbox (badness 10000) in paragraph at lines 32927--32930 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [383] [384] Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 []\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U the type of the im-age, ei-ther CUS- Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 33180--33185 \T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C US- Underfull \hbox (badness 10000) in paragraph at lines 33224--33227 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 33224--33227 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33224--33227 \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 , [385] Underfull \hbox (badness 10000) in paragraph at lines 33276--33279 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33276--33279 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33276--33279 \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 , [386] [387] Underfull \hbox (badness 10000) in paragraph at lines 33592--33595 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 33592--33595 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33592--33595 \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 , [388] Underfull \hbox (badness 10000) in paragraph at lines 33703--33710 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 33703--33710 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f ile1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 33722--33732 \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 33722--33732 \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 33734--33737 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33734--33737 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33734--33737 \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 , [389] Underfull \vbox (badness 2970) detected at line 33858 [390] Underfull \hbox (badness 10000) in paragraph at lines 33905--33912 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 33905--33912 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and [391] Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi le1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 33924--33934 \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 33924--33934 \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 33941--33944 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 33941--33944 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 33941--33944 \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 , [392] [393] [394] [395] [396] [397] [398] [399] [400] [401] Underfull \hbox (badness 10000) in paragraph at lines 35382--35384 []\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][] old_user@datarobot.com[][] to [402] [403] Underfull \hbox (badness 10000) in paragraph at lines 35555--35558 []\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U build sta-tus of Underfull \hbox (badness 10000) in paragraph at lines 35555--35558 \T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See Underfull \hbox (badness 10000) in paragraph at lines 35555--35558 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [404] [405] [406] [407] [408] Chapter 21. [409] [410] [411] [412] Chapter 22. [413] [414] [415] [416] [417] [418] Chapter 23. [419] Underfull \hbox (badness 10000) in paragraph at lines 37121--37124 []\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver- [420] [421] [422] [423] Underfull \hbox (badness 10000) in paragraph at lines 37648--37650 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [424] Underfull \hbox (badness 10000) in paragraph at lines 37716--37718 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [425] [426] [427] Overfull \vbox (27.92998pt too high) detected at line 38083 [428] [429] [430] [431] [432] [433] [434] Chapter 24. [435] [436] Chapter 25. [437] [438] Chapter 26. [439] [440] [441] [442] [443] [444] Underfull \hbox (badness 10000) in paragraph at lines 39467--39470 [] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/ m/n/10 ^^U from datarobot.models.deployment Underfull \hbox (badness 10000) in paragraph at lines 39467--39470 \T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex- [445] [446] Chapter 27. [447] [448] [449] [450] [451] [452] [453] [454] [455] [456] [457] [458] [459] [460] [461] Underfull \hbox (badness 10000) in paragraph at lines 41543--41550 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [462] [463] [464] [465] Overfull \vbox (1.75995pt too high) detected at line 42025 [466] [467] [468] [469] [470] [471] [472] Chapter 28. [473] Overfull \vbox (18.5899pt too high) detected at line 42650 [474] [475] [476] [477] Underfull \hbox (badness 10000) in paragraph at lines 42910--42913 []\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1 0 ]) ^^U [478] [479] [480] [481] [482] [483] [484] [485] [486] [487] [488] [489] [490] [491] [492] [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 44685--44688 []\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [ [][]\T1/txtt/m/sl/10 CategoricalStatsMethods[][]\T1/qtm/m/n/10 ]) ^^U List of m eth- Underfull \hbox (badness 10000) in paragraph at lines 44685--44688 \T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports [495] [496] [497] [498] Underfull \vbox (badness 10000) detected at line 45041 Overfull \vbox (27.2299pt too high) detected at line 45041 [499] [500] [501] Underfull \vbox (badness 10000) detected at line 45299 Overfull \vbox (33.2399pt too high) detected at line 45299 [502] [503] [504] [505] [506] Chapter 29. [507] [508] [509] [510] Underfull \vbox (badness 10000) detected at line 46401 Overfull \vbox (24.0pt too high) detected at line 46401 [511] Overfull \vbox (0.89993pt too high) detected at line 46482 [512] [513] [514] Underfull \hbox (badness 10000) in paragraph at lines 46716--46718 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [515] Underfull \hbox (badness 10000) in paragraph at lines 46868--46871 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [516] [517] Underfull \hbox (badness 10000) in paragraph at lines 47110--47113 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 47119--47122 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [518] Underfull \hbox (badness 10000) in paragraph at lines 47245--47247 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [519] [520] [521] [522] Underfull \hbox (badness 10000) in paragraph at lines 47860--47863 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [523] Underfull \hbox (badness 10000) in paragraph at lines 47919--47923 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [524] [525] [526] [527] Underfull \hbox (badness 10000) in paragraph at lines 48392--48395 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [528] Underfull \hbox (badness 10000) in paragraph at lines 48583--48588 []\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 48583--48588 [][]\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 [529] [530] [531] Underfull \hbox (badness 10000) in paragraph at lines 48888--48890 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 48924--48926 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 49250--49259 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [535] Underfull \hbox (badness 10000) in paragraph at lines 49319--49324 []\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 49319--49324 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 49332--49335 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [536] [537] [538] [539] [540] [541] [542] [543] [544] [545] Underfull \hbox (badness 10000) in paragraph at lines 50408--50410 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [546] Underfull \hbox (badness 10000) in paragraph at lines 50560--50563 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [547] [548] Underfull \hbox (badness 10000) in paragraph at lines 50802--50805 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 50811--50814 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 50937--50939 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [549] [550] [551] [552] [553] Underfull \hbox (badness 10000) in paragraph at lines 51552--51555 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 51611--51615 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [554] [555] [556] [557] Underfull \hbox (badness 10000) in paragraph at lines 52054--52057 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [558] [559] [560] Underfull \hbox (badness 10000) in paragraph at lines 52409--52411 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 52445--52447 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [561] [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] Underfull \hbox (badness 10000) in paragraph at lines 53794--53796 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [573] Underfull \hbox (badness 10000) in paragraph at lines 53946--53949 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [574] [575] Underfull \hbox (badness 10000) in paragraph at lines 54188--54191 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 54197--54200 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [576] Underfull \hbox (badness 10000) in paragraph at lines 54323--54325 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [577] [578] [579] [580] Underfull \hbox (badness 10000) in paragraph at lines 54938--54941 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [581] Underfull \hbox (badness 10000) in paragraph at lines 54997--55001 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [582] [583] [584] Underfull \hbox (badness 10000) in paragraph at lines 55470--55473 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [585] [586] Underfull \hbox (badness 10000) in paragraph at lines 55661--55666 []\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 55661--55666 [][]\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 [587] [588] [589] Underfull \hbox (badness 10000) in paragraph at lines 55966--55968 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 56002--56004 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [590] [591] [592] Underfull \hbox (badness 10000) in paragraph at lines 56328--56337 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation Underfull \hbox (badness 10000) in paragraph at lines 56397--56402 []\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 56397--56402 [][]\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 [593] Underfull \hbox (badness 7133) in paragraph at lines 56410--56413 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [594] [595] Underfull \hbox (badness 5217) in paragraph at lines 56640--56643 []\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/ m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t he way train-ing [596] [597] [598] [599] Underfull \hbox (badness 10000) in paragraph at lines 57173--57178 []\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 57173--57178 [][]\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 [600] [601] [602] [603] [604] [605] [606] [607] [608] [609] [610] [611] Underfull \hbox (badness 10000) in paragraph at lines 58552--58555 \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 [612] [613] [614] [615] [616] [617] Underfull \vbox (badness 10000) detected at line 59293 Overfull \vbox (24.0pt too high) detected at line 59293 [618] Overfull \vbox (0.89993pt too high) detected at line 59374 [619] [620] [621] Underfull \hbox (badness 10000) in paragraph at lines 59608--59610 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [622] Underfull \hbox (badness 10000) in paragraph at lines 59708--59711 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 59802--59804 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [623] [624] [625] Underfull \hbox (badness 10000) in paragraph at lines 60213--60216 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [626] [627] [628] [629] Underfull \hbox (badness 10000) in paragraph at lines 60681--60684 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 60728--60733 []\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 60728--60733 [][]\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 [630] [631] Underfull \hbox (badness 10000) in paragraph at lines 60947--60949 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [632] [633] Underfull \hbox (badness 10000) in paragraph at lines 61114--61119 []\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 61114--61119 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 61127--61130 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [634] [635] [636] [637] [638] [639] [640] [641] [642] [643] [644] Underfull \hbox (badness 10000) in paragraph at lines 62412--62414 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [645] Underfull \hbox (badness 10000) in paragraph at lines 62564--62567 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [646] [647] Underfull \hbox (badness 10000) in paragraph at lines 62806--62809 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 62815--62818 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [648] Underfull \hbox (badness 10000) in paragraph at lines 62941--62943 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [649] [650] [651] [652] Underfull \hbox (badness 10000) in paragraph at lines 63556--63559 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [653] Underfull \hbox (badness 10000) in paragraph at lines 63615--63619 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [654] [655] [656] [657] Underfull \hbox (badness 10000) in paragraph at lines 64088--64091 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [658] Underfull \hbox (badness 10000) in paragraph at lines 64279--64284 []\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 64279--64284 [][]\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 [659] [660] [661] Underfull \hbox (badness 10000) in paragraph at lines 64584--64586 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 64620--64622 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [662] [663] [664] Underfull \hbox (badness 10000) in paragraph at lines 64946--64955 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [665] Underfull \hbox (badness 10000) in paragraph at lines 65015--65020 []\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 65015--65020 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 65028--65031 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [666] [667] [668] [669] [670] [671] [672] Underfull \hbox (badness 10000) in paragraph at lines 65942--65944 []\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/ 10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 []\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap- Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if the search Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith m to use. Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and al-go-rithm: Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G rid-Search-SearchType.SMART | Underfull \hbox (badness 10000) in paragraph at lines 66005--66017 \T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S earch- [673] [674] [675] [676] [677] [678] [679] [680] [681] [682] [683] [684] [685] [686] [687] [688] [689] [690] [691] [692] Underfull \hbox (badness 10000) in paragraph at lines 68583--68585 []\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U [693] [694] [695] [696] Chapter 30. [697] [698] Chapter 31. [699] [700] [701] [702] [703] [704] [705] [706] Overfull \vbox (0.61996pt too high) detected at line 69987 [707] [708] [709] [710] [711] [712] [713] Underfull \hbox (badness 10000) in paragraph at lines 70728--70732 \T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy- ment. Underfull \hbox (badness 10000) in paragraph at lines 70728--70732 \T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting s, see [714] [715] [716] [717] [718] [719] [720] [721] [722] [723] Underfull \hbox (badness 10000) in paragraph at lines 72060--72062 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 72095--72097 \T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr olWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 72095--72097 \T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/ 10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc- [724] [725] [726] [727] [728] [729] [730] [731] [732] [733] [734] [735] [736] [737] [738] [739] [740] [741] [742] [743] Underfull \hbox (badness 10000) in paragraph at lines 74607--74611 []\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm /m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 74607--74611 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t arget_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 74613--74617 []\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 74613--74617 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f eature_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 74637--74641 []\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 ) ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy- Underfull \hbox (badness 10000) in paragraph at lines 74637--74641 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [744] [745] [746] [747] Underfull \hbox (badness 10000) in paragraph at lines 75106--75108 []\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list [PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [748] [749] [750] Chapter 32. [751] [752] [753] [754] Chapter 33. [755] Underfull \hbox (badness 10000) in paragraph at lines 75945--75950 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [756] [757] [758] [759] Underfull \hbox (badness 10000) in paragraph at lines 76487--76492 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [760] [761] [762] Underfull \hbox (badness 5331) in paragraph at lines 76940--76942 []\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n /10 ) ^^U List of His-togram val-ues with a schema de-scribed as [763] [764] Underfull \hbox (badness 10000) in paragraph at lines 77181--77184 []\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 77181--77184 \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 , [765] Underfull \hbox (badness 10000) in paragraph at lines 77329--77332 []\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 77329--77332 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [766] [767] [768] [769] [770] [771] [772] [773] Underfull \hbox (badness 5771) in paragraph at lines 78379--78383 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 78385--78389 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- [774] Underfull \hbox (badness 10000) in paragraph at lines 78411--78414 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [775] [776] Underfull \hbox (badness 5771) in paragraph at lines 78660--78664 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 78666--78670 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 78692--78695 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [777] Underfull \hbox (badness 10000) in paragraph at lines 78712--78714 []\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list of possible settings, create a Underfull \hbox (badness 10000) in paragraph at lines 78741--78743 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1 /qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e- ment is a Underfull \hbox (badness 6641) in paragraph at lines 78749--78753 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [778] Underfull \hbox (badness 10000) in paragraph at lines 78856--78858 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a Underfull \hbox (badness 6641) in paragraph at lines 78864--78868 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [779] [780] [781] [782] [783] [784] [785] [786] [787] [788] [789] [790] Chapter 34. [791] [792] [793] [794] [795] [796] [797] [798] Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 []\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 \T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe r the Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 \T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th e pub- Underfull \hbox (badness 10000) in paragraph at lines 81275--81280 \T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS _POLICY.NONE\T1/qtm/m/n/10 , [799] [800] Chapter 35. [801] [802] [803] [804] [805] [806] [807] [808] [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] Chapter 36. [821] [822] Overfull \hbox (63.27374pt too wide) in paragraph at lines 84212--84215 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [823] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84362--84365 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [824] [825] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84586--84589 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [826] Underfull \hbox (badness 10000) in paragraph at lines 84705--84708 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 84714--84718 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 84714--84718 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 84714--84718 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 84764--84767 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 84773--84777 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 84773--84777 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 84773--84777 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , [827] [828] Underfull \hbox (badness 10000) in paragraph at lines 84993--84995 []\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 , [829] [830] Chapter 37. [831] [832] [833] [834] [835] [836] [837] [838] [839] [840] [841] [842] [843] [844] [845] Underfull \hbox (badness 6592) in paragraph at lines 87032--87034 []\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n /10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [846] Underfull \hbox (badness 10000) in paragraph at lines 87150--87152 []\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m /n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , [847] [848] [849] [850] Chapter 38. [851] Underfull \hbox (badness 10000) in paragraph at lines 87701--87703 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [852] Underfull \hbox (badness 10000) in paragraph at lines 87786--87788 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [853] [854] [855] [856] [857] Underfull \hbox (badness 10000) in paragraph at lines 88567--88569 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo Underfull \hbox (badness 10000) in paragraph at lines 88645--88647 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [858] [859] [860] Chapter 39. Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R ocCurve >>> RocCurve.compute( Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/ 10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375, Underfull \hbox (badness 10000) in paragraph at lines 88787--88799 \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0 .0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t xtt/m/n/10 '\T1/txtt/m/n/10 : 863, [861] [862] Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L iftChart >>> LiftChart.compute( Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89186--89196 \T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_ weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ] [863] [864] [865] Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R esiduals >>> Residuals.list( Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 89531--89546 \T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS 1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32. [866] [867] [868] [869] [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] Underfull \hbox (badness 10000) in paragraph at lines 91626--91628 []\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums. [880] [881] [882] [883] Underfull \hbox (badness 10000) in paragraph at lines 92306--92308 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [884] [885] [886] [887] [888] Overfull \vbox (2.69994pt too high) detected at line 92834 [889] [890] Underfull \hbox (badness 10000) in paragraph at lines 92956--92959 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 92956--92959 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 92990--92992 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 92997--92999 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 93287--93290 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93287--93290 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions [894] [895] Underfull \hbox (badness 10000) in paragraph at lines 93621--93624 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93621--93624 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 93655--93657 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 93662--93664 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [896] [897] [898] [899] [900] [901] Underfull \hbox (badness 10000) in paragraph at lines 94421--94424 []\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 94421--94424 \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 94426--94429 []\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of Underfull \hbox (badness 10000) in paragraph at lines 94426--94429 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [902] [903] [904] [905] [906] [907] [908] [909] [910] Underfull \hbox (badness 10000) in paragraph at lines 95543--95546 []\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 95548--95551 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. Underfull \hbox (badness 6708) in paragraph at lines 95621--95627 \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 95621--95627 \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, [911] Underfull \hbox (badness 10000) in paragraph at lines 95637--95640 []\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 95642--95645 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [912] [913] [914] [915] [916] [917] [918] [919] [920] [921] [922] Chapter 40. [923] [924] [925] [926] [927] [928] [929] [930] Chapter 41. [931] [932] [933] [934] Chapter 42. [935] [936] Chapter 43. [937] [938] [939] [940] [941] [942] [943] [944] [945] [946] Overfull \vbox (1.64996pt too high) detected at line 100261 [947] [948] [949] [950] [951] [952] Chapter 44. [953] Underfull \hbox (badness 10000) in paragraph at lines 101133--101135 []\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the [954] [955] [956] [957] [958] [959] Underfull \hbox (badness 10000) in paragraph at lines 101767--101773 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 101767--101773 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 101851--101858 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 101851--101858 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 101851--101858 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [960] Underfull \hbox (badness 10000) in paragraph at lines 101860--101864 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [961] [962] Underfull \hbox (badness 7888) in paragraph at lines 102090--102097 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 . \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep rints Underfull \hbox (badness 10000) in paragraph at lines 102090--102097 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 102113--102119 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 102113--102119 \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. [963] [964] Underfull \hbox (badness 10000) in paragraph at lines 102315--102321 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 102315--102321 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 102361--102363 []\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/ m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 , [965] [966] Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 []\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 ) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re- Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns fewer at-tributes Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and could be re- Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr easing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/ n/10 supports_composable_ml \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t ributes are ab-sent and Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt /m/n/10 has_empty_clusters\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 102578--102586 \T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m /n/10 prediction_threshold \T1/qtm/m/n/10 and [967] [968] [969] [970] Underfull \hbox (badness 10000) in paragraph at lines 102936--102938 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets Underfull \hbox (badness 7649) in paragraph at lines 102975--102978 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n /10 and [971] Underfull \hbox (badness 10000) in paragraph at lines 103030--103032 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets [972] Underfull \hbox (badness 10000) in paragraph at lines 103095--103101 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [973] [974] Overfull \hbox (0.89392pt too wide) in paragraph at lines 103379--103383 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 , [975] [976] [977] [978] [979] [980] [981] [982] [983] Underfull \hbox (badness 10000) in paragraph at lines 104469--104478 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [984] Underfull \hbox (badness 10000) in paragraph at lines 104568--104573 []\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 104568--104573 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 104585--104588 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [985] [986] Underfull \hbox (badness 10000) in paragraph at lines 104787--104792 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [987] Underfull \hbox (badness 10000) in paragraph at lines 104965--104970 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with Underfull \hbox (badness 5345) in paragraph at lines 104965--104970 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [988] Underfull \hbox (badness 10000) in paragraph at lines 105010--105015 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [989] [990] [991] Underfull \hbox (badness 10000) in paragraph at lines 105404--105410 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 105404--105410 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , [992] Underfull \hbox (badness 10000) in paragraph at lines 105423--105430 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 105423--105430 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 105423--105430 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll Underfull \hbox (badness 10000) in paragraph at lines 105432--105436 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 105467--105471 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [993] Underfull \hbox (badness 10000) in paragraph at lines 105589--105592 []\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in- stance of Underfull \hbox (badness 10000) in paragraph at lines 105589--105592 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [994] [995] [996] Underfull \hbox (badness 10000) in paragraph at lines 105883--105885 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [997] [998] [999] Underfull \hbox (badness 10000) in paragraph at lines 106384--106391 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 106384--106391 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 106384--106391 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [1000] [1001] Underfull \hbox (badness 10000) in paragraph at lines 106592--106598 []\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to [ ][]\T1/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the Underfull \hbox (badness 10000) in paragraph at lines 106603--106608 \T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 D atetimePartitioningSpecification[][]\T1/qtm/m/n/10 ) ^^U [1002] [1003] Underfull \hbox (badness 6364) in paragraph at lines 106807--106810 []\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt /m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion [1004] Underfull \hbox (badness 10000) in paragraph at lines 106878--106884 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 106878--106884 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 106897--106904 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 106897--106904 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 6741) in paragraph at lines 106912--106914 []\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned Underfull \hbox (badness 6741) in paragraph at lines 106916--106918 []\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned [1005] Underfull \hbox (badness 10000) in paragraph at lines 106961--106965 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 107345--107348 []\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 107355--107358 []\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 107366--107369 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 107366--107369 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1008] [1009] Underfull \hbox (badness 6927) in paragraph at lines 107483--107486 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1010] Underfull \hbox (badness 10000) in paragraph at lines 107657--107662 []\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 , [1011] [1012] Underfull \hbox (badness 10000) in paragraph at lines 107799--107801 []\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/ 10 ) ^^U Time step unit, valid op-tions are val-ues from Underfull \hbox (badness 10000) in paragraph at lines 107878--107881 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 107878--107881 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1013] [1014] Underfull \hbox (badness 6927) in paragraph at lines 108051--108054 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1015] [1016] [1017] [1018] [1019] Underfull \hbox (badness 10000) in paragraph at lines 108698--108701 []\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 108698--108701 \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. [1020] [1021] Underfull \hbox (badness 5741) in paragraph at lines 108917--108925 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/ txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for [1022] [1023] [1024] [1025] [1026] [1027] [1028] [1029] [1030] Underfull \hbox (badness 10000) in paragraph at lines 110166--110168 []\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1 0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and [1031] [1032] [1033] [1034] [1035] [1036] [1037] [1038] Chapter 45. [1039] Underfull \vbox (badness 10000) detected at line 111086 [1040] Underfull \hbox (badness 10000) in paragraph at lines 111167--111171 []\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 list[][]\ T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.21) Will Underfull \hbox (badness 10000) in paragraph at lines 111167--111171 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1041] [1042] [1043] [1044] Chapter 46. [1045] [1046] Underfull \hbox (badness 7099) in paragraph at lines 111861--111864 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1047] Underfull \hbox (badness 7099) in paragraph at lines 111903--111906 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1048] [1049] [1050] [1051] [1052] Chapter 47. [1053] [1054] Underfull \hbox (badness 10000) in paragraph at lines 112565--112568 []\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A PI with fsspec im-ple-men-ta-tion [1055] Underfull \hbox (badness 10000) in paragraph at lines 112642--112645 []\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in -clud-ing the new \T1/txtt/m/n/10 CredentialTypes. Underfull \hbox (badness 10000) in paragraph at lines 112642--112645 \T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a tion helper \T1/txtt/m/n/10 Credential. [1056] Underfull \hbox (badness 10000) in paragraph at lines 112761--112763 []\T1/qtm/m/n/10 Up-dated [][]\T1/txtt/m/sl/10 MetricInsights.list[][] \T1/qtm/ m/n/10 to add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types _only\T1/qtm/m/n/10 , Underfull \hbox (badness 7081) in paragraph at lines 112777--112779 []\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op- tional in [][]\T1/txtt/m/sl/10 PromptTemplateVersion.create[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 PromptTemplate. [1057] Underfull \hbox (badness 10000) in paragraph at lines 112865--112867 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods [][] \T1/txtt/m/sl/10 Recipe.from_dataset[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/1 0 Recipe. Underfull \hbox (badness 10000) in paragraph at lines 112869--112871 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla sses [][]\T1/txtt/m/sl/10 RecipeDatasetInput[][] \T1/qtm/m/n/10 and [1058] Underfull \hbox (badness 8038) in paragraph at lines 112961--112963 []\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 112997--112999 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \ T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n /10 to [1059] Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_ default_prediction_server_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 \T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 \T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n /10 vector_database_replicas\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 113096--113098 \T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to [][]\T1 /txtt/m/sl/10 LLMBlueprint.register_custom_model[][] \T1/qtm/m/n/10 to al-low [1060] [1061] Overfull \hbox (1.74904pt too wide) in paragraph at lines 113243--113245 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_ id \T1/qtm/m/n/10 in [][]\T1/txtt/m/sl/10 Model.start_incremental_learning_from _sample[][] Underfull \hbox (badness 10000) in paragraph at lines 113292--113294 []\T1/qtm/m/n/10 Ex-tended [][]\T1/txtt/m/sl/10 VectorDatabase.create[][] \T1/q tm/m/n/10 to sup-port an ad-di-tional meta-data dataset via in-put params [1062] Underfull \hbox (badness 10000) in paragraph at lines 113329--113331 []\T1/qtm/m/n/10 Fixed [][]\T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.c reate[][] \T1/qtm/m/n/10 by us-ing the right pay-load for [1063] Underfull \hbox (badness 10000) in paragraph at lines 113504--113506 []\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/ m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 113552--113554 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude pa-ram-e-ter: `fea- [1064] Underfull \hbox (badness 10000) in paragraph at lines 113564--113567 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt m/m/n/10 as the base class for Underfull \hbox (badness 8151) in paragraph at lines 113564--113567 [][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and \T1/txtt/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast, Underfull \hbox (badness 10000) in paragraph at lines 113569--113571 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1 /qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][] \T1/qtm /m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 113639--113641 []\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu stomModelLLMValidation.list\T1/qtm/m/n/10 , [1065] Underfull \hbox (badness 10000) in paragraph at lines 113652--113654 []\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][ ] \T1/qtm/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1 /qtm/m/n/10 and [1066] [1067] [1068] Underfull \hbox (badness 10000) in paragraph at lines 114064--114067 []\T1/qtm/m/n/10 Add new at-tributes to [][]\T1/txtt/m/sl/10 VectorDatabase[][] \T1/qtm/m/n/10 : \T1/txtt/m/n/10 parent_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 fami ly_id\T1/qtm/m/n/10 , \T1/txtt/m/n/10 metadata_columns\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 114130--114132 []\T1/qtm/m/n/10 Up-dated the schema for [][]\T1/txtt/m/sl/10 EvaluationDataset MetricAggregation[][] \T1/qtm/m/n/10 to in-clude the new at-tributes [1069] Underfull \hbox (badness 10000) in paragraph at lines 114208--114210 []\T1/qtm/m/n/10 Added the pa-ram-e-ter \T1/txtt/m/n/10 base_path \T1/qtm/m/n/1 0 to [][]\T1/txtt/m/sl/10 get_encoded_file_contents_from_paths[][] \T1/qtm/m/n/ 10 and Underfull \hbox (badness 10000) in paragraph at lines 114217--114224 []\T1/qtm/m/n/10 Fixed field in [][]\T1/txtt/m/sl/10 CustomTaskVersion[][] \T1/ qtm/m/n/10 for con-trol-ling net-work poli-cies. This is changed from Underfull \hbox (badness 10000) in paragraph at lines 114244--114246 []\T1/qtm/m/n/10 Dep-re-cated [][]\T1/txtt/m/sl/10 Model.request_fairness_insig hts[][]\T1/qtm/m/n/10 . Please use [][]\T1/txtt/m/sl/10 Model. [1070] Underfull \hbox (badness 10000) in paragraph at lines 114264--114266 []\T1/qtm/m/n/10 Re-named \T1/txtt/m/n/10 datarobot.enums.CustomTaskOutgoingNet workPolicy \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 datarobot.enums. Overfull \hbox (27.38004pt too wide) in paragraph at lines 114326--114328 []\T1/qtm/m/n/10 Up-dated the de-scrip-tion for the pa-ram-e-ter: `num-ber_of_i ncremental_learning_iterations_before_best_model_selection' [1071] Underfull \hbox (badness 10000) in paragraph at lines 114389--114392 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1072] Underfull \hbox (badness 10000) in paragraph at lines 114560--114563 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset \ T1/qtm/m/n/10 for syn-thetic dataset gen-er-a-tion. Use [1073] Underfull \hbox (badness 10000) in paragraph at lines 114690--114692 []\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 entity_type \T1/qtm/m /n/10 to the \T1/txtt/m/n/10 compute \T1/qtm/m/n/10 and \T1/txtt/m/n/10 create \T1/qtm/m/n/10 meth-ods of the classes [1074] Underfull \hbox (badness 10000) in paragraph at lines 114829--114833 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude new pa-ram-e-ter: [1075] Underfull \hbox (badness 10000) in paragraph at lines 114909--114911 [][][]\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 [1076] Underfull \hbox (badness 10000) in paragraph at lines 114984--114987 []\T1/qtm/m/n/10 Added new pa-ram-e-ter \T1/txtt/m/n/10 prediction_threshold \T 1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 BatchPredictionJob. Underfull \hbox (badness 7344) in paragraph at lines 114984--114987 \T1/txtt/m/sl/10 score_with_leaderboard_model[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 BatchPredictionJob.score[][] \T1/qtm/m/n/10 that au-to-mat-i-cally a s-signs the Underfull \hbox (badness 10000) in paragraph at lines 115056--115058 []\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. [1077] Underfull \hbox (badness 10000) in paragraph at lines 115216--115218 []\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/txtt/m/n/10 base_environment_vers ion_id \T1/qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelVersion. [1078] [1079] [1080] Underfull \hbox (badness 10000) in paragraph at lines 115571--115573 []\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t xtt/m/n/10 Notebook. [1081] [1082] Underfull \hbox (badness 10000) in paragraph at lines 115798--115800 \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 [1083] [1084] [1085] [1086] Underfull \hbox (badness 10000) in paragraph at lines 116255--116257 []\T1/qtm/m/n/10 If the user con-fig-ures the client via \T1/txtt/m/n/10 Client (...)\T1/qtm/m/n/10 , then in-voke \T1/txtt/m/n/10 Client(..., Underfull \hbox (badness 10000) in paragraph at lines 116259--116261 []\T1/qtm/m/n/10 If the user con-fig-ures the client via dr.config.yaml, then a dd the prop-erty Underfull \hbox (badness 10000) in paragraph at lines 116263--116265 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1087] Underfull \hbox (badness 10000) in paragraph at lines 116438--116440 []\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 116462--116464 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1088] [1089] Underfull \hbox (badness 10000) in paragraph at lines 116591--116594 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata() \T1/qtm/m/n/10 has b een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 116601--116604 []\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 116616--116619 []\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 116621--116624 []\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. [1090] Underfull \hbox (badness 10000) in paragraph at lines 116783--116787 []\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 116783--116787 [][]\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 116789--116794 []\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 116789--116794 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1091] Underfull \hbox (badness 10000) in paragraph at lines 116899--116901 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that set-ting \T1/tx tt/m/n/10 use_backtest_start_end_format \T1/qtm/m/n/10 of [1092] [1093] [1094] Underfull \hbox (badness 10000) in paragraph at lines 117184--117187 []\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 117189--117191 []\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. Underfull \hbox (badness 10000) in paragraph at lines 117272--117274 [][][]\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 117276--117278 [][][]\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 [1095] Underfull \hbox (badness 6364) in paragraph at lines 117308--117310 []\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. [1096] Underfull \hbox (badness 10000) in paragraph at lines 117431--117438 []\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex- pla-na-tions (\T1/txtt/m/n/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in Underfull \hbox (badness 10000) in paragraph at lines 117431--117438 [][]\T1/txtt/m/sl/10 PredictionExplanations.create[][]\T1/qtm/m/n/10 ) as well as batch scor-ing (\T1/txtt/m/n/10 explanations_mode \T1/qtm/m/n/10 in [1097] Underfull \hbox (badness 10000) in paragraph at lines 117631--117633 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/txtt/m/n/10 feature_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot . Underfull \hbox (badness 10000) in paragraph at lines 117649--117652 []\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 [1098] [1099] Underfull \hbox (badness 10000) in paragraph at lines 117901--117904 []\T1/qtm/m/n/10 Dep-re-cat-ing sca-le-out pa-ram-e-ters for projects / mod-els . In-cludes \T1/txtt/m/n/10 scaleout_modeling_mode\T1/qtm/m/n/10 , [1100] Underfull \hbox (badness 6268) in paragraph at lines 118002--118005 []\T1/qtm/m/n/10 Added the abil-ity to up-load a pre-dic-tion dataset into a pr oject from the AI cat-a-log [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 118037--118041 []\T1/qtm/m/n/10 Added the abil-ity to con-trol class map-ping ag-gre-ga-tion i n mul-ti-class projects via [1101] Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 []\T1/qtm/m/n/10 Added the abil-ity to com-pute and re-trieve Fea-ture Ef-fects for a Mul-ti-class model us- Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/qtm/m/n/10 ing [][]\T1/txtt/m/sl/10 datarobot.models.Model.request_feature_ effects_multiclass()[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/txtt/m/sl/10 models.Model.get_feature_effects_multiclass()[][] \T1/qtm/m/n/ 10 or [][]\T1/txtt/m/sl/10 datarobot.models.Model. Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/txtt/m/sl/10 get_or_request_feature_effects_multiclass()[][] \T1/qtm/m/n/10 meth-ods. For date-time mod-els use fol-low- Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 \T1/qtm/m/n/10 ing meth-ods [][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel .request_feature_effects_multiclass()[][]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 118047--118055 [][]\T1/txtt/m/sl/10 datarobot.models.DatetimeModel.get_feature_effects_multicl ass()[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 datarobot.models. [1102] Underfull \hbox (badness 10000) in paragraph at lines 118197--118200 []\T1/qtm/m/n/10 Fix [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/q tm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n /10 to cor-rectly for-mat Underfull \hbox (badness 10000) in paragraph at lines 118273--118276 []\T1/qtm/m/n/10 Added the abil-ity to re-quest a spe-cific model be pre-pared for de-ploy-ment us-ing [][]\T1/txtt/m/sl/10 Project. [1103] [1104] Underfull \hbox (badness 10000) in paragraph at lines 118518--118521 []\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty of [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n/10 has be en dep-re-cated. Underfull \hbox (badness 10000) in paragraph at lines 118523--118526 []\T1/qtm/m/n/10 The \T1/txtt/m/n/10 required_metadata \T1/qtm/m/n/10 prop-erty of [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/qtm/m/n/10 has bee n dep-re-cated. [1105] Underfull \hbox (badness 7907) in paragraph at lines 118694--118699 []\T1/qtm/m/n/10 Sup-port for Batch Pre-dic-tion Job Def-i-ni-tions has now bee n added through the fol-low-ing class: [1106] Underfull \hbox (badness 10000) in paragraph at lines 118736--118739 []\T1/qtm/m/n/10 Added method to down-load fea-ture dis-cov-ery recipe SQLs (li m-ited beta fea-ture). [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 118812--118817 []\T1/qtm/m/n/10 Par-tial his-tory pre-dic-tions can be made with time se-ries time se-ries mul-ti-series mod-els us- Underfull \hbox (badness 10000) in paragraph at lines 118812--118817 \T1/qtm/m/n/10 ing the \T1/txtt/m/n/10 allow_partial_history_time_series_predic tions \T1/qtm/m/n/10 at-tribute of the [][]\T1/txtt/m/sl/10 datarobot. [1107] Underfull \hbox (badness 10000) in paragraph at lines 118837--118845 [][]\T1/txtt/m/sl/10 PairwiseJointProbabilities[][] \T1/qtm/m/n/10 and [][]\T1/ txtt/m/sl/10 PairwiseConditionalProbabilities[][] \T1/qtm/m/n/10 or [][]\T1/txt t/m/sl/10 Feature. Underfull \hbox (badness 10000) in paragraph at lines 118837--118845 \T1/txtt/m/sl/10 get_pairwise_correlations[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/s l/10 Feature.get_pairwise_joint_probabilities[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 Feature. Underfull \hbox (badness 10000) in paragraph at lines 118913--118916 []\T1/qtm/m/n/10 Sup-port for down-load-ing fea-ture dis-cov-ery train-ing or p re-dic-tion dataset us-ing [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 118918--118924 []\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 datarobot.models.FeatureAssociation Matrix[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 datarobot.models. Underfull \hbox (badness 10000) in paragraph at lines 118918--118924 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1108] Underfull \hbox (badness 10000) in paragraph at lines 118948--118955 []\T1/qtm/m/n/10 Re-move \T1/txtt/m/n/10 desired_memory \T1/qtm/m/n/10 param fr om the fol-low-ing meth-ods: [][]\T1/txtt/m/sl/10 CustomInferenceModel. Underfull \hbox (badness 10000) in paragraph at lines 118948--118955 \T1/txtt/m/sl/10 create[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVer sion.create_clean[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 CustomModelVersion.c reate_from_previous[][]\T1/qtm/m/n/10 , [1109] Underfull \hbox (badness 8170) in paragraph at lines 119084--119087 []\T1/qtm/m/n/10 Fea-ture dis-cov-ery projects can now be cre-ated us-ing the [ ][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 method by pro-vid-ing Underfull \hbox (badness 10000) in paragraph at lines 119089--119092 \T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 Cor-re-spond-ing fea-ture lin-eage id i s avail-able as a new [][]\T1/txtt/m/sl/10 datarobot.models.Feature[][] \T1/qtm /m/n/10 field [1110] Underfull \hbox (badness 10000) in paragraph at lines 119172--119177 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 sampling_method \T1/qtm/m/n/10 param in [] []\T1/txtt/m/sl/10 Model.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/1 0 Project.train_datetime[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 119197--119199 []\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h as been re-moved. Use [][]\T1/txtt/m/sl/10 datarobot.models. Underfull \hbox (badness 10000) in paragraph at lines 119276--119280 []\T1/qtm/m/n/10 Added sup-port for Cus-tom Model De-pen-dency Man-age-ment. Pl ease see :ref:\T1/txtt/m/n/10 custom model [1111] Underfull \hbox (badness 10000) in paragraph at lines 119319--119322 []\T1/qtm/m/n/10 Added a new method to trig-ger Fea-ture Im-pact cal-cu-la-tion for a Cus-tom In-fer-ence Im-age: [1112] Underfull \hbox (badness 10000) in paragraph at lines 119462--119471 []\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T 1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][] \T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 119473--119480 []\T1/qtm/m/n/10 Added new ar-gu-ments \T1/txtt/m/n/10 explanation_algorithm \T 1/qtm/m/n/10 and \T1/txtt/m/n/10 max_explanations \T1/qtm/m/n/10 to method [][] \T1/txtt/m/sl/10 Model. [1113] [1114] Underfull \hbox (badness 10000) in paragraph at lines 119664--119668 []\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo gle Cloud Stor-age with meth-ods Underfull \hbox (badness 8132) in paragraph at lines 119702--119707 []\T1/qtm/m/n/10 These meth-ods now pro-vide ad-di-tional meta-data fields in F ea-ture Im-pact re-sults if called with Underfull \hbox (badness 10000) in paragraph at lines 119722--119726 []\T1/qtm/m/n/10 Sec-ondary dataset con-fig-u-ra-tion re-trieve and dele-tion i s eas-ier now though new Underfull \hbox (badness 10000) in paragraph at lines 119722--119726 [][]\T1/txtt/m/sl/10 SecondaryDatasetConfigurations.delete[][] \T1/qtm/m/n/10 s oft deletes a Sec-ondary dataset con-fig-u-ra-tion. Underfull \hbox (badness 10000) in paragraph at lines 119746--119748 []\T1/qtm/m/n/10 Batch Pre-dic-tion jobs that used other out-put types than \T1 /txtt/m/n/10 local_file \T1/qtm/m/n/10 failed when us-ing \T1/txtt/m/n/10 . [1115] [1116] Underfull \hbox (badness 10000) in paragraph at lines 119990--119994 []\T1/qtm/m/n/10 A new boolean at-tribute \T1/txtt/m/n/10 unsupervised_mode \T1 /qtm/m/n/10 was added to [][]\T1/txtt/m/sl/10 datarobot. [1117] Underfull \hbox (badness 10000) in paragraph at lines 120063--120065 []\T1/qtm/m/n/10 Time se-ries model de-ploy-ments now sup-port pre-dic-tion in- ter-vals. See Underfull \hbox (badness 10000) in paragraph at lines 120063--120065 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. Underfull \hbox (badness 10000) in paragraph at lines 120094--120096 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction Underfull \hbox (badness 10000) in paragraph at lines 120118--120121 []\T1/qtm/m/n/10 It's now pos-si-ble to get fea-ture as-so-ci-a-tion sta-tuses for fea-turelists us-ing [][]\T1/txtt/m/sl/10 Project. [1118] Underfull \hbox (badness 7925) in paragraph at lines 120155--120157 []\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 Project.set_target[][] \T1/qtm/m/n /10 sup-port new op-tional pa-ram-e-ters \T1/txtt/m/n/10 featureEngineeringGrap hs \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 120163--120168 []\T1/qtm/m/n/10 Se-ries ac-cu-racy re-trieval meth-ods ([][]\T1/txtt/m/sl/10 D atetimeModel.get_series_accuracy_as_dataframe[][] \T1/qtm/m/n/10 and [1119] Underfull \hbox (badness 10000) in paragraph at lines 120254--120256 []\T1/qtm/m/n/10 Mono-tonic con-straints are now sup-ported for OTV projects. T o that end, the pa-ram-e-ters Underfull \hbox (badness 10000) in paragraph at lines 120254--120256 \T1/txtt/m/n/10 monotonic_increasing_featurelist_id \T1/qtm/m/n/10 and \T1/txtt /m/n/10 monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 can be [1120] Underfull \hbox (badness 7451) in paragraph at lines 120343--120346 []\T1/qtm/m/n/10 When [][]\T1/txtt/m/sl/10 specifying datetime partitioning[][] \T1/qtm/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series \T1/ qtm/m/n/10 projects Underfull \hbox (badness 10000) in paragraph at lines 120343--120346 \T1/txtt/m/sl/10 do_not_derive[][] \T1/qtm/m/n/10 at-tribute. Any fea-tures not spec-i-fied will be as-signed ac-cord-ing to the [1121] [1122] Underfull \hbox (badness 10000) in paragraph at lines 120550--120559 []\T1/qtm/m/n/10 Pre-vi-ously avail-able for only Eu-reqa mod-els, Ad-vanced Tu n-ing meth-ods and ob-jects, in-clud-ing Underfull \hbox (badness 10000) in paragraph at lines 120550--120559 [][]\T1/txtt/m/sl/10 Model.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , [] []\T1/txtt/m/sl/10 Model.get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][ ]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 120589--120591 [][][]\T1/txtt/m/sl/10 Project.upload_dataset[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 Project.upload_dataset_from_data_source[][] \T1/qtm/m/n/10 will re-t urn a [1123] Underfull \hbox (badness 10000) in paragraph at lines 120711--120714 []\T1/qtm/m/n/10 New class for work-ing with model com-pli-ance doc-u-men-ta-ti on fea-ture of DataRobot: class Underfull \hbox (badness 10000) in paragraph at lines 120730--120735 []\T1/qtm/m/n/10 Cross se-ries fea-tures can now be cre-ated within time se-rie s mul-ti-series projects us-ing Underfull \hbox (badness 10000) in paragraph at lines 120730--120735 \T1/qtm/m/n/10 the \T1/txtt/m/n/10 use_cross_series_features \T1/qtm/m/n/10 and \T1/txtt/m/n/10 aggregation_type \T1/qtm/m/n/10 at-tributes of the [][]\T1/txt t/m/sl/10 datarobot. [1124] Underfull \hbox (badness 10000) in paragraph at lines 120761--120765 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt m/m/n/10 at-tribute has been added to the [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 120854--120862 []\T1/qtm/m/n/10 New meth-ods and ob-jects, in-clud-ing [][]\T1/txtt/m/sl/10 Mo del.start_advanced_tuning_session[][]\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Mode l. Underfull \hbox (badness 7504) in paragraph at lines 120854--120862 \T1/txtt/m/sl/10 get_advanced_tuning_parameters[][]\T1/qtm/m/n/10 , [][]\T1/txt t/m/sl/10 Model.advanced_tune[][]\T1/qtm/m/n/10 , and [][]\T1/txtt/m/sl/10 Adva ncedTuningSession[][]\T1/qtm/m/n/10 , were [1125] Underfull \hbox (badness 10000) in paragraph at lines 120877--120880 []\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for each model via [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 120887--120889 []\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for new mod-els us-ing [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 120929--120933 [][][]\T1/txtt/m/sl/10 ModelRecommendation.get[][] \T1/qtm/m/n/10 now ac-cepts an op-tional pa-ram-e-ter of type \T1/txtt/m/n/10 datarobot.enums. [1126] Underfull \hbox (badness 10000) in paragraph at lines 121046--121050 []\T1/qtm/m/n/10 Added a new fea-ture to re-trieve fea-ture logs for time se-ri es projects. Check [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 121046--121050 \T1/txtt/m/sl/10 DatetimePartitioning.feature_log_list()[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioning. Underfull \hbox (badness 10000) in paragraph at lines 121066--121070 []\T1/qtm/m/n/10 New pa-ram-e-ters \T1/txtt/m/n/10 predictions_start_date \T1/q tm/m/n/10 and \T1/txtt/m/n/10 predictions_end_date \T1/qtm/m/n/10 added to [][] \T1/txtt/m/sl/10 Project. [1127] Underfull \hbox (badness 5302) in paragraph at lines 121092--121096 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1128] [1129] Underfull \hbox (badness 10000) in paragraph at lines 121366--121369 []\T1/qtm/m/n/10 Lift chart data for mod-els can be re-trieved us-ing the \T1/t xtt/m/n/10 Model.get_lift_chart \T1/qtm/m/n/10 and \T1/txtt/m/n/10 Model. [1130] [1131] Underfull \hbox (badness 10000) in paragraph at lines 121559--121561 []\T1/qtm/m/n/10 When call-ing \T1/txtt/m/n/10 get_result \T1/qtm/m/n/10 for a Job, Mod-elJob, or Pre-dic-tJob that has er-rored, [1132] Underfull \hbox (badness 10000) in paragraph at lines 121663--121667 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1133] Underfull \hbox (badness 6268) in paragraph at lines 121778--121782 []\T1/qtm/m/n/10 A new im-proved work-flow for pre-dic-tions now sup-ports firs t up-load-ing a dataset via \T1/txtt/m/n/10 Project. [1134] [1135] Underfull \hbox (badness 10000) in paragraph at lines 121914--121916 []\T1/txtt/m/n/10 PredictJob.create \T1/qtm/m/n/10 has been dep-re-cated in fa- vor of the al-ter-nate work-flow us-ing \T1/txtt/m/n/10 Model. [1136] [1137] [1138] Underfull \hbox (badness 6016) in paragraph at lines 122257--122261 []\T1/qtm/m/n/10 In sev-eral places where \T1/txtt/m/n/10 AppPlatformError \T1/ qtm/m/n/10 was be-ing raised, now \T1/txtt/m/n/10 TypeError\T1/qtm/m/n/10 , \T1 /txtt/m/n/10 ValueError \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 122277--122282 []\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/ n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje ct.from_async\T1/qtm/m/n/10 , then a Underfull \hbox (badness 10000) in paragraph at lines 122348--122351 []\T1/txtt/m/n/10 recommendation_settings \T1/qtm/m/n/10 pa-ram-e-ter of \T1/tx tt/m/n/10 Project.start \T1/qtm/m/n/10 is dep-re-cated in fa-vor of [1139] [1140] [1141] [1142] (./datarobot-public-api-client.ind [1143] [1144] [1145] Underfull \hbox (badness 10000) in paragraph at lines 84--86 []\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo t.models.notebooks.execution_environment.ExecutionEnvironment class Underfull \hbox (badness 5548) in paragraph at lines 130--132 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverBatch prop-erty\T1/qtm/ m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 132--134 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverTime prop-erty\T1/qtm/m /n/10 ), [1146] [1147] Underfull \hbox (badness 10000) in paragraph at lines 295--297 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.BlenderModel method\T1/qtm/m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 303--305 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.RatingTableModel [1148] Underfull \hbox (badness 10000) in paragraph at lines 381--383 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_configuration.EvaluationDatasetConfiguration class Underfull \hbox (badness 10000) in paragraph at lines 383--385 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation Underfull \hbox (badness 10000) in paragraph at lines 401--403 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.synthetic_evaluation_dataset_generation.SyntheticEvaluationDataset class [1149] [1150] [1151] [1152] [1153] Underfull \hbox (badness 10000) in paragraph at lines 775--777 []\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation [1154] [1155] Overfull \hbox (6.44446pt too wide) in paragraph at lines 957--959 []\T1/txtt/m/n/10 EvaluationDatasetMetricAggregation \T1/qtm/m/n/10 (\T1/qtm/m/ it/10 class in datarobot.models.genai.evaluation_dataset_metric_aggregation\T1/ qtm/m/n/10 ), [1156] Underfull \hbox (badness 10000) in paragraph at lines 1044--1046 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview [1157] [1158] [1159] [1160] [1161] [1162] Underfull \hbox (badness 10000) in paragraph at lines 1563--1565 []\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da tarobot.models.deployment.custom_metrics.CustomMetricValuesOverBatch Underfull \hbox (badness 10000) in paragraph at lines 1565--1567 []\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da tarobot.models.deployment.custom_metrics.CustomMetricValuesOverTime [1163] Overfull \hbox (51.0944pt too wide) in paragraph at lines 1648--1650 []\T1/txtt/m/n/10 get_document_page_with_text_locations() \T1/qtm/m/n/10 (\T1/q tm/m/it/10 datarobot.models.documentai.document.DocumentTextExtractionSamplePag e Underfull \hbox (badness 10000) in paragraph at lines 1667--1669 []\T1/txtt/m/n/10 get_explanations_data_in_regions() \T1/qtm/m/n/10 (\T1/qtm/m/ it/10 datarobot.models.anomaly_assessment.AnomalyAssessmentRecord [1164] [1165] [1166] [1167] [1168] Underfull \hbox (badness 10000) in paragraph at lines 2126--2128 []\T1/txtt/m/n/10 get_supported_retrieval_settings() \T1/qtm/m/n/10 (\T1/qtm/m/ it/10 datarobot.models.genai.vector_database.VectorDatabase class [1169] Underfull \hbox (badness 10000) in paragraph at lines 2272--2274 []\T1/txtt/m/n/10 is_model_compliance_initialized \T1/qtm/m/n/10 (\T1/qtm/m/it/ 10 datarobot.models.automated_documentation.AutomatedDocument prop- [1170] [1171] [1172] Underfull \hbox (badness 10000) in paragraph at lines 2522--2524 []\T1/txtt/m/n/10 list_all_available_document_types() \T1/qtm/m/n/10 (\T1/qtm/m /it/10 datarobot.models.automated_documentation.AutomatedDocument Underfull \hbox (badness 10000) in paragraph at lines 2529--2531 []\T1/txtt/m/n/10 list_available_document_types() \T1/qtm/m/n/10 (\T1/qtm/m/it/ 10 datarobot.models.automated_documentation.AutomatedDocument class [1173] [1174] Overfull \hbox (33.2344pt too wide) in paragraph at lines 2677--2679 []\T1/txtt/m/n/10 new_custom_model_version_with_config() \T1/qtm/m/n/10 (\T1/qt m/m/it/10 datarobot.models.moderation.model_version_update.ModelVersionUpdate [1175] [1176] [1177] [1178] [1179] [1180] [1181] [1182] [1183] [1184] [1185] [1186] Underfull \hbox (badness 7722) in paragraph at lines 3713--3715 []\T1/txtt/m/n/10 validate_task_parameters() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da tarobot.models.user_blueprints.models.UserBlueprintValidateTaskParameters [1187]) [1188] (./datarobot-public-api-client.aux) ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/tex-gyre/q-ec.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.enc }{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/texlive/texmf -dist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texlive/texmf-dist/ fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/ enc/dvips/base/8r.enc} Output written on datarobot-public-api-client.pdf (1196 pages, 5016410 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Collected error summary (may duplicate other messages): pdflatex: Command for 'pdflatex' gave return code 1 Refer to 'datarobot-public-api-client.log' for details Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: Errors, in force_mode: so I tried finishing targets