Read the Docs build information Build id: 4023047 Project: datarobot-public-api-client Version: early-access Commit: 4d9f3a35926dc6ee54d20a946cdb2d15f0fecc90 Date: 2026-05-18T17:42:13.199874Z State: finished Success: True [rtd-command-info] start-time: 2026-05-18T17:42:13.873566Z, end-time: 2026-05-18T17:42:16.929256Z, 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: 2026-05-18T17:42:17.006109Z, end-time: 2026-05-18T17:42:19.663616Z, 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] v3.14.0rc0 -> v3.14.0rc0 * [new tag] v3.14.0rc1 -> v3.14.0rc1 * [new tag] v3.15.0rc0 -> v3.15.0rc0 [rtd-command-info] start-time: 2026-05-18T17:42:20.556588Z, end-time: 2026-05-18T17:42:20.981159Z, duration: 0, exit-code: 0 git checkout --force 4d9f3a35926dc6ee54d20a946cdb2d15f0fecc90 Note: switching to '4d9f3a35926dc6ee54d20a946cdb2d15f0fecc90'. 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 4d9f3a3 [DM-21099] Add support for `/sharedRoles` endpoints for dataset catalog items (#4048) [rtd-command-info] start-time: 2026-05-18T17:42:21.059462Z, end-time: 2026-05-18T17:42:21.097260Z, 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: 2026-05-18T17:42:26.132939Z, end-time: 2026-05-18T17:42:26.192244Z, duration: 0, exit-code: 0 asdf global python 3.11.14 [rtd-command-info] start-time: 2026-05-18T17:42:26.533365Z, end-time: 2026-05-18T17:42:27.040116Z, duration: 0, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.11.14.final.0-64 in 266ms 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: 2026-05-18T17:42:27.120338Z, end-time: 2026-05-18T17:42:31.939898Z, 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-26.1.1-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 12.4 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 23.8 MB/s eta 0:00:00 Installing collected packages: setuptools, pip Attempting uninstall: setuptools Found existing installation: setuptools 67.6.1 Uninstalling setuptools-67.6.1: Successfully uninstalled setuptools-67.6.1 Attempting uninstall: pip Found existing installation: pip 23.1 Uninstalling pip-23.1: Successfully 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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-2026.4.22 charset_normalizer-3.4.7 docutils-0.22.4 idna-3.15 imagesize-2.0.0 packaging-26.2 requests-2.34.2 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 urllib3-2.7.0 [rtd-command-info] start-time: 2026-05-18T17:42:35.894828Z, end-time: 2026-05-18T17:43:11.025460Z, duration: 35, 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==3.16.0b0) Downloading pandas-3.0.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (79 kB) Collecting numpy (from datarobot==3.16.0b0) Downloading numpy-2.4.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (6.6 kB) Collecting pyyaml>=3.11 (from datarobot==3.16.0b0) 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==3.16.0b0) 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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==3.16.0b0) Downloading sphinx_autodoc_typehints-3.6.1-py3-none-any.whl.metadata (8.7 kB) Collecting sphinxcontrib-spelling==8.0.2 (from datarobot==3.16.0b0) Downloading sphinxcontrib_spelling-8.0.2-py3-none-any.whl.metadata (2.9 kB) Collecting pyenchant==3.2.2 (from datarobot==3.16.0b0) Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB) Collecting sphinx-copybutton (from datarobot==3.16.0b0) Downloading sphinx_copybutton-0.5.2-py3-none-any.whl.metadata (3.2 kB) Collecting sphinx-markdown-builder (from datarobot==3.16.0b0) Downloading sphinx_markdown_builder-0.6.10-py3-none-any.whl.metadata (3.7 kB) Collecting myst-parser==4.0.0 (from datarobot==3.16.0b0) Downloading myst_parser-4.0.0-py3-none-any.whl.metadata (5.4 kB) Collecting mypy_extensions>=1.0.0 (from mypy==1.16.0->datarobot==3.16.0b0) Downloading mypy_extensions-1.1.0-py3-none-any.whl.metadata (1.1 kB) Collecting pathspec>=0.9.0 (from mypy==1.16.0->datarobot==3.16.0b0) Downloading pathspec-1.1.1-py3-none-any.whl.metadata (14 kB) Collecting docutils<0.22,>=0.19 (from myst-parser==4.0.0->datarobot==3.16.0b0) Downloading docutils-0.21.2-py3-none-any.whl.metadata (2.8 kB) Requirement already satisfied: jinja2 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from myst-parser==4.0.0->datarobot==3.16.0b0) (3.1.6) Collecting markdown-it-py~=3.0 (from myst-parser==4.0.0->datarobot==3.16.0b0) Downloading markdown_it_py-3.0.0-py3-none-any.whl.metadata (6.9 kB) Collecting mdit-py-plugins>=0.4.1,~=0.4 (from myst-parser==4.0.0->datarobot==3.16.0b0) Downloading mdit_py_plugins-0.6.1-py3-none-any.whl.metadata (2.9 kB) Collecting 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httpx>=0.28.1->datarobot==3.16.0b0) Downloading anyio-4.13.0-py3-none-any.whl.metadata (4.5 kB) Collecting httpcore==1.* (from httpx>=0.28.1->datarobot==3.16.0b0) Downloading httpcore-1.0.9-py3-none-any.whl.metadata (21 kB) Collecting h11>=0.16 (from httpcore==1.*->httpx>=0.28.1->datarobot==3.16.0b0) Downloading h11-0.16.0-py3-none-any.whl.metadata (8.3 kB) Requirement already satisfied: MarkupSafe>=2.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from jinja2->myst-parser==4.0.0->datarobot==3.16.0b0) (3.0.3) Collecting nbconvert!=5.4,>=5.3 (from nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading nbconvert-7.17.1-py3-none-any.whl.metadata (8.4 kB) Collecting nbformat (from nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading nbformat-5.10.4-py3-none-any.whl.metadata (3.6 kB) Collecting traitlets>=5 (from nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading traitlets-5.15.0-py3-none-any.whl.metadata (10 kB) 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jupyter_client-8.8.0-py3-none-any.whl.metadata (8.4 kB) Collecting pyzmq>=25.0 (from jupyter-client>=6.1.12->nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading pyzmq-27.1.0-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (6.0 kB) Collecting tornado>=6.4.1 (from jupyter-client>=6.1.12->nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading tornado-6.5.5-cp39-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.metadata (2.8 kB) Collecting fastjsonschema>=2.15 (from nbformat->nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading fastjsonschema-2.21.2-py3-none-any.whl.metadata (2.3 kB) Collecting jsonschema>=2.6 (from nbformat->nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading jsonschema-4.26.0-py3-none-any.whl.metadata (7.6 kB) Collecting attrs>=22.2.0 (from jsonschema>=2.6->nbformat->nbsphinx>=0.9.5->datarobot==3.16.0b0) Downloading attrs-26.1.0-py3-none-any.whl.metadata (8.8 kB) 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pydantic>=2.11.3->datarobot==3.16.0b0) Downloading pydantic_core-2.46.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB) Collecting typing-inspection>=0.4.2 (from pydantic>=2.11.3->datarobot==3.16.0b0) 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==3.16.0b0) 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==3.16.0b0) (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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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==3.16.0b0) Downloading jupyter_highlight_selected_word-0.2.0-py2.py3-none-any.whl.metadata (730 bytes) Collecting jupyter_nbextensions_configurator>=0.4.0 (from jupyter_contrib_nbextensions->datarobot==3.16.0b0) 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==3.16.0b0) Downloading notebook-7.5.6-py3-none-any.whl.metadata (10 kB) Collecting lxml (from jupyter_contrib_nbextensions->datarobot==3.16.0b0) Downloading lxml-6.1.0-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (4.0 kB) Collecting jupyter-server (from 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(pyproject.toml): started Building wheel for datarobot (pyproject.toml): finished with status 'done' Created wheel for datarobot: filename=datarobot-3.16.0b0-py3-none-any.whl size=1414908 sha256=26f60bf6733fda4427f813d811e9a7552800c1a04fd12d65ad461b126652d316 Stored in directory: /tmp/pip-ephem-wheel-cache-kdse9nda/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=205227d824f89b4ec126195a00e49f60d9c71f7c8ee98544ab092f49634dc491 Stored in directory: /tmp/pip-ephem-wheel-cache-kdse9nda/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=9547eb099a3d3ac6e7ecb6d7ee36404858f3274a0f97176cd807da7e6dd4b40b Stored in directory: /tmp/pip-ephem-wheel-cache-kdse9nda/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, vermin, 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, joserfc, isoduration, ipykernel, google-auth, datarobot, argon2-cffi, nbformat, databricks-sdk, authlib, 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-1.7.2 beautifulsoup4-4.14.3 bleach-6.3.0 cffi-2.0.0 click-8.4.0 columnar-1.4.1 comm-0.2.3 coverage-7.14.0 cryptography-48.0.0 databricks-connect-16.1.7 databricks-sdk-0.109.0 datarobot-3.16.0b0 debugpy-1.8.20 decorator-5.3.1 defusedxml-0.7.1 docutils-0.21.2 executing-2.2.1 fastjsonschema-2.21.2 fqdn-1.5.1 fsspec-2026.4.0 google-auth-2.53.0 googleapis-common-protos-1.75.0 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-9.13.0 ipython-pygments-lexers-1.1.1 ipython_genutils-0.2.0 isoduration-20.11.0 jedi-0.20.0 joserfc-1.6.5 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-0.12.1 jupyter-lsp-2.3.1 jupyter-server-2.18.2 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-4.5.7 jupyterlab-pygments-0.3.0 jupyterlab-server-2.28.0 lark-1.3.1 lxml-6.1.0 markdown-it-py-3.0.0 matplotlib-inline-0.2.2 mdit-py-plugins-0.6.1 mdurl-0.1.2 mistune-3.2.1 mypy-1.16.0 mypy_extensions-1.1.0 myst-parser-4.0.0 nbclient-0.10.4 nbconvert-7.17.1 nbformat-5.10.4 nbsphinx-0.9.8 nest-asyncio-1.6.0 notebook-7.5.6 notebook-shim-0.2.4 numpy-1.26.4 overrides-7.7.0 pandas-3.0.3 pandocfilters-1.5.1 parso-0.8.7 pathspec-1.1.1 pexpect-4.9.0 platformdirs-4.9.6 pluggy-1.6.0 prometheus-client-0.25.0 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-24.0.0 pyasn1-0.6.3 pyasn1-modules-0.4.2 pycparser-3.0 pydantic-2.13.4 pydantic-core-2.46.4 pydantic-settings-2.14.1 pyenchant-3.2.2 pyjson5-2.0.1 pymarkdownlnt-0.9.37 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-2026.2 pyyaml-6.0.3 pyzmq-27.1.0 referencing-0.37.0 requests_toolbelt-1.0.0 responses-0.21.0 respx-0.23.1 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-0.15.13 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-5.15.0 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-2026.2 uri-template-1.3.0 vermin-1.8.0 wcwidth-0.7.0 webcolors-25.10.0 webencodings-0.5.1 websocket-client-1.9.0 [rtd-command-info] start-time: 2026-05-18T17:43:11.168497Z, end-time: 2026-05-18T17:43:11.205261Z, 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: 2026-05-18T17:43:11.290574Z, end-time: 2026-05-18T17:44:00.797163Z, duration: 49, exit-code: 0 python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v8.2.3 loading translations [en]... done Initializing Spelling Checker 8.0.2 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={'dollarmath', 'smartquotes', 'deflist', 'html_admonition', 'colon_fence', 'html_image', 'strikethrough', 'replacements', 'fieldlist', 'substitution', 'tasklist', 'amsmath', 'attrs_inline'}, 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 90 source files that are out of date updating environment: [new config] 90 added, 0 changed, 0 removed reading sources... 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[100%] reference/modeling/spec/images/visualai/embeddings.png dumping search index in English (code: en)... done dumping object inventory... done build succeeded. The HTML pages are in ../_readthedocs/html. [rtd-command-info] start-time: 2026-05-18T17:44:00.881401Z, end-time: 2026-05-18T17:44:36.736107Z, duration: 35, exit-code: 0 python -m sphinx -T -b latex -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/pdf Running Sphinx v8.2.3 loading translations [en]... done Initializing Spelling Checker 8.0.2 making output directory... done loading pickled environment... The configuration has changed (5 options: 'html_permalinks_icon', 'html_static_path', 'jquery_use_sri', 'nbsphinx_requirejs_options', 'nbsphinx_requirejs_path') done myst v4.0.0: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions={'amsmath', 'dollarmath', 'replacements', 'smartquotes', 'strikethrough', 'attrs_inline', 'html_admonition', 'colon_fence', 'fieldlist', 'substitution', 'html_image', 'deflist', 'tasklist'}, disable_syntax=[], all_links_external=False, links_external_new_tab=False, url_schemes=('http', 'https', 'mailto', 'ftp'), ref_domains=None, fence_as_directive=set(), number_code_blocks=[], title_to_header=False, heading_anchors=0, heading_slug_func=None, html_meta={}, footnote_sort=True, footnote_transition=True, words_per_minute=200, substitutions={}, linkify_fuzzy_links=True, dmath_allow_labels=True, dmath_allow_space=True, dmath_allow_digits=True, dmath_double_inline=False, update_mathjax=True, mathjax_classes='tex2jax_process|mathjax_process|math|output_area', enable_checkboxes=False, suppress_warnings=[], highlight_code_blocks=True) sphinx-multitoc-numbering v0.1.3: Loaded building [mo]: targets for 0 po files that are out of date writing output... building [latex]: all documents updating environment: 0 added, 4 changed, 0 removed reading sources... [ 25%] CHANGES reading sources... [ 50%] data-wrangling reading sources... [ 75%] experimental/index You have imported from the _experimental directory. This directory is used for unreleased datarobot features. Unless you specifically know better, you don't have the access to use this functionality in the app, so this code will not work. reading sources... [100%] gen-testing looking for now-outdated files... none found pickling environment... done checking consistency... done preparing documents... done copying assets... copying TeX support files... Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/latexmkjarc Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/Makefile Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/make.bat Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/latexmkrc done copying assets: done processing DataRobotPython_3.16.0b0_Docs.tex... index reference/index reference/data/index reference/data/dataset reference/data/database_connectivity reference/data/feature_discovery reference/data/files reference/modeling/index reference/modeling/project reference/modeling/model reference/modeling/blueprint reference/modeling/insights/index reference/modeling/insights/automated_documentation reference/modeling/insights/external_testset reference/modeling/insights/model_performance_insights reference/modeling/insights/prediction_explanations reference/modeling/insights/rating_table reference/modeling/insights/shap_insights reference/modeling/spec/index reference/modeling/spec/binary_data reference/modeling/spec/custom_task reference/modeling/spec/datetime_partition reference/modeling/spec/monotonic_constraints reference/modeling/spec/segmented_modeling reference/modeling/spec/time_series reference/modeling/spec/unsupervised_anomaly reference/modeling/spec/unsupervised_clustering reference/modeling/spec/visualai reference/modeling/job reference/modeling/prime reference/modeling/model_recommendation reference/predictions/index reference/predictions/predict_job reference/predictions/batch_predictions reference/mlops/index reference/mlops/deployment reference/mlops/data_exports reference/mlops/custom_metrics reference/mlops/custom_model reference/mlops/jobs reference/mlops/model_registry reference/mlops/key_values reference/mlops/a2a_agents reference/admin/index reference/admin/credentials reference/admin/sharing reference/use_cases/index reference/use_cases/use_cases client-setup api-object application-templates applications batch-monitoring batch-predictions binary_data_helpers blueprints challenger-models compliance-documentation credentials custom-metrics custom-models custom-applications custom-application-sources data-connectivity data-exploration data-registry data-wrangling datarobot-models deployment-management errors features gen-llm-generation gen-prompting gen-vector-databases gen-testing gen-moderation gen-syftr-search insights jobs key_values memory mlops_event notebooks projects training_predictions use-cases experimental/index experimental/enums experimental/user_mcp_server CHANGES resolving references... processing DataRobotPython_3.16.0b0_Docs.tex: done writing... done copying images... [ 20%] reference/modeling/spec/images/visualai/sample1.png copying images... [ 40%] reference/modeling/spec/images/visualai/sample2.png copying images... [ 60%] reference/modeling/spec/images/visualai/activation_map1.png copying images... [ 80%] reference/modeling/spec/images/visualai/activation_map2.png copying images... [100%] reference/modeling/spec/images/visualai/embeddings.png Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/sphinxmessages.sty build succeeded. The LaTeX files are in ../_readthedocs/pdf. Run 'make' in that directory to run these through (pdf)latex (use `make latexpdf' here to do that automatically). [rtd-command-info] start-time: 2026-05-18T17:44:38.180753Z, end-time: 2026-05-18T17:44:38.218984Z, duration: 0, exit-code: 0 cat latexmkrc $latex = 'latex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $pdflatex = 'pdflatex ' . $ENV{'LATEXOPTS'} . 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LaTeX Warning: Hyper reference `reference/admin/index::doc' on page 3 undefined on input line 159. LaTeX Warning: Hyper reference `reference/data/index::doc' on page 3 undefined on input line 159. LaTeX Warning: Hyper reference `reference/mlops/index::doc' on page 3 undefined on input line 159. LaTeX Warning: Hyper reference `reference/modeling/index::doc' on page 3 undefi ned on input line 159. LaTeX Warning: Hyper reference `reference/predictions/index::doc' on page 3 und efined on input line 159. LaTeX Warning: Hyper reference `reference/use_cases/index::doc' on page 3 undef ined on input line 159. LaTeX Warning: Hyper reference `reference/admin/index::doc' on page 3 undefined on input line 159. Underfull \hbox (badness 10000) in paragraph at lines 159--159 []\T1/qtm/m/it/10 Ad-min-is-tra- LaTeX Warning: Hyper reference `reference/data/index::doc' on page 3 undefined on input line 159. 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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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[164] Underfull \hbox (badness 10000) in paragraph at lines 13304--13307 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 13304--13307 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 13304--13307 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in 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\T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 13336--13339 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 13336--13339 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 13349--13351 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 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[330] LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati on.ImageAugmentationList' on page 331 undefined on input line 27780. [331] [332] Chapter 16. LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger' on page 333 undefined on input line 27984. [333] LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger' on page 334 undefined on input line 28033. LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger.list' on page 334 undefined on input line 28078. [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 8309. 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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 32754--32759 \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 32754--32759 \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 32796--32799 []\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 32796--32799 \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 32796--32799 \T1/qtm/m/n/10 pub-lic net-work. 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Underfull \hbox (badness 10000) in paragraph at lines 32938--32941 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 38 3 undefined on input line 32947. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 38 3 undefined on input line 32951. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 38 3 undefined on input line 32982. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 38 3 undefined on input line 32986. [383] LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 38 4 undefined on input line 33017. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 38 4 undefined on input line 33021. 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[384] Underfull \hbox (badness 10000) in paragraph at lines 33191--33196 []\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 33191--33196 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 33191--33196 \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 33235--33238 []\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 33235--33238 \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 33235--33238 \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 33287--33290 []\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 33287--33290 \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 33287--33290 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelTest' on pag e 386 undefined on input line 33308. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 38 6 undefined on input line 33313. 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[387] Underfull \hbox (badness 10000) in paragraph at lines 33603--33606 []\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 33603--33606 \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 33603--33606 \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 33665. [388] Underfull \hbox (badness 10000) in paragraph at lines 33714--33721 []\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 33714--33721 \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 33733--33743 []\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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33745--33748 []\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 33745--33748 \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 33745--33748 \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] LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 390 undefined on input line 33804. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 39 0 undefined on input line 33809. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 39 0 undefined on input line 33813. LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 390 undefined on input line 33817. LaTeX Warning: Hyper reference `errors:datarobot.errors.TrainingDataAssignmentE rror' on page 390 undefined on input line 33821. Underfull \vbox (badness 2970) detected at line 33869 [390] Underfull \hbox (badness 10000) in paragraph at lines 33916--33923 []\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 33916--33923 \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 33935--33945 []\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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33952--33955 []\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 33952--33955 \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 33952--33955 \T1/qtm/m/n/10 pub-lic net-work. 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Underfull \hbox (badness 10000) in paragraph at lines 35393--35395 []\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] LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer sion' on page 403 undefined on input line 35525. [403] LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 404 undefined on input line 35530. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 4 undefined on input line 35534. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 4 undefined on input line 35538. Underfull \hbox (badness 10000) in paragraph at lines 35566--35569 []\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 35566--35569 \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 35566--35569 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 4 undefined on input line 35583. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 4 undefined on input line 35587. LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer sion' on page 404 undefined on input line 35628. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 4 undefined on input line 35633. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 4 undefined on input line 35637. [404] LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer sion' on page 405 undefined on input line 35671. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 5 undefined on input line 35676. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 5 undefined on input line 35680. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 5 undefined on input line 35716. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 5 undefined on input line 35720. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 40 5 undefined on input line 35747. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 40 5 undefined on input line 35751. [405] [406] [407] [408] Chapter 21. [409] LaTeX Warning: Hyper reference `custom-applications:datarobot.CustomApplication ' on page 410 undefined on input line 36155. [410] [411] [412] Chapter 22. [413] LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl icationSource' on page 414 undefined on input line 36520. 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[861] LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 862 undefined on input line 89112. LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy.wait_for_completion' on page 862 undefined on input line 8911 3. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 862 undefined on input line 89119. Underfull \hbox (badness 10000) in paragraph at lines 89117--89121 []\T1/txtt/bx/n/10 max_wait \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U Max-i-mum num-ber of sec-onds to wait when Underfull \hbox (badness 10000) in paragraph at lines 89117--89121 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 862 undefined on input line 89130. [862] LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 863 undefined on input line 89152. LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy.get' on page 863 undefined on input line 89153. LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 863 undefined on input line 89165. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 863 undefined on input line 89174. LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 863 undefined on input line 89205. [863] [864] Chapter 40. Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 []\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 89311--89323 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \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 89311--89323 \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, [865] [866] Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 []\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 89710--89720 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \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}, ... ] [867] [868] [869] Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 []\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 90055--90070 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \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. [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] [880] [881] [882] [883] Underfull \hbox (badness 10000) in paragraph at lines 92150--92152 []\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. [884] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 885 undefined on input line 92244. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 885 undefined on input line 92292. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 885 undefined on input line 92334. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 885 undefined on input line 92355. [885] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 886 undefined on input line 92395. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord.list' on page 886 undefined on input line 92418. [886] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 887 undefined on input line 92588. [887] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 888 undefined on input line 92710. Underfull \hbox (badness 10000) in paragraph at lines 92830--92832 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [888] LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 889 undefined on input line 92878. [889] [890] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 891 undefined on input line 93135. [891] [892] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS izeInfo' on page 893 undefined on input line 93290. Overfull \vbox (2.69994pt too high) detected at line 93358 [893] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 894 undefined on input line 93385. [894] Underfull \hbox (badness 10000) in paragraph at lines 93480--93483 []\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 93480--93483 \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 93514--93516 \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 93521--93523 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [895] [896] [897] Underfull \hbox (badness 10000) in paragraph at lines 93811--93814 []\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 93811--93814 \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 [898] [899] Underfull \hbox (badness 10000) in paragraph at lines 94145--94148 []\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 94145--94148 \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 94179--94181 \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 94186--94188 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [900] [901] LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores.list' on page 902 undefined on input line 94455. [902] LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 903 undefined on input line 94554. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 903 undefined on input line 94558. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 903 undefined on input line 94594. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 903 undefined on input line 94598. [903] LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart.list' on p age 904 undefined on input line 94646. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 9 04 undefined on input line 94690. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 9 04 undefined on input line 94694. 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[912] LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanationsInitia lization' on page 913 undefined on input line 95874. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 91 3 undefined on input line 95878. [913] LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p age 914 undefined on input line 96039. [914] Underfull \hbox (badness 10000) in paragraph at lines 96067--96070 []\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 96072--96075 []\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 96145--96151 \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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[959] [960] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No tebookSession' on page 961 undefined on input line 101940. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.St artSessionPayload' on page 961 undefined on input line 101966. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No tebookSession' on page 961 undefined on input line 101976. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No tebookSession' on page 961 undefined on input line 102005. [961] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No tebookExecutionStatus' on page 962 undefined on input line 102106. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.user.Noteb ookUser' on page 962 undefined on input line 102221. [962] Chapter 46. [963] Underfull \hbox (badness 10000) in paragraph at lines 102358--102360 []\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 [964] LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 965 undefined on input line 102447. LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 965 undefined on input line 102524. LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError ' on page 965 undefined on input line 102529. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 965 undefined on input line 102533. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 965 undefined on input line 102539. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 965 undefined on input line 102543. 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[968] LaTeX Warning: Hyper reference `errors:datarobot.errors.ProjectAsyncFailureErro r' on page 969 undefined on input line 102911. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 969 undefined on input line 102916. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 969 undefined on input line 102920. [969] LaTeX Warning: Hyper reference `projects:partitions-api' on page 970 undefined on input line 102993. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition ing_method' on page 970 undefined on input line 102995. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_ partitioning' on page 970 undefined on input line 102996. Underfull \hbox (badness 10000) in paragraph at lines 102992--102998 \T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 102992--102998 \T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103076--103083 []\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 103076--103083 \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 103076--103083 \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 [970] Underfull \hbox (badness 10000) in paragraph at lines 103085--103089 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 971 undefined on input line 103102. 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Fol-low-ing at-tributes are ab-sent and could be re- Underfull \hbox (badness 10000) in paragraph at lines 103803--103811 \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 103803--103811 \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 103803--103811 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . 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Please see \T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 105810--105813 \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 [995] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on page 996 undefined on input line 105868. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on page 996 undefined on input line 105907. [996] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.check_blendab le' on page 997 undefined on input line 105915. LaTeX Warning: Hyper reference `projects:datarobot.helpers.eligibility_result.E ligibilityResult' on page 997 undefined on input line 105954. 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[1016] [1017] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1018 undefined on input line 108600. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat e' on page 1018 undefined on input line 108601. Underfull \hbox (badness 10000) in paragraph at lines 108599--108602 []\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 1018 undefined on input line 108605. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 1018 undefined on input line 108606. 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Underfull \hbox (badness 10000) in paragraph at lines 125341--125343 []\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 125341--125343 \T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings \T1/qtm/m/n/10 an d \T1/txtt/m/sl/10 Deployment. LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on page 1161 undefined on input line 125355. LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme nt.update' on page 1161 undefined on input line 125364. Overfull \hbox (7.70421pt too wide) in paragraph at lines 125374--125376 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings\T1/qtm/m/n/10 . LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_mul ticlass_feature_impact' on page 1161 undefined on input line 125382. LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag e 1161 undefined on input line 125391. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati on_featurelists' on page 1161 undefined on input line 125396. Underfull \hbox (badness 10000) in paragraph at lines 125394--125397 []\T1/qtm/m/n/10 It's now pos-si-ble to get fea-ture as-so-ci-a-tion sta-tuses for fea-turelists us-ing \T1/txtt/m/sl/10 Project. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_associati ons' on page 1161 undefined on input line 125401. [1161] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_metrics' on page 1162 undefined on input line 125410. LaTeX Warning: Hyper reference `insights:datarobot.models.word_cloud.WordCloud. ngrams_per_class' on page 1162 undefined on input line 125427. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o n page 1162 undefined on input line 125432. 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LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific ation' on page 1164 undefined on input line 125620. LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 116 4 undefined on input line 125621. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag e 1164 undefined on input line 125621. Underfull \hbox (badness 7451) in paragraph at lines 125619--125622 []\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 125619--125622 \T1/txtt/m/sl/10 do_not_derive \T1/qtm/m/n/10 at-tribute. Any fea-tures not spe c-i-fied will be as-signed ac-cord-ing to the LaTeX Warning: Hyper reference `projects:datarobot.models.Project.batch_feature s_type_transform' on page 1164 undefined on input line 125625. 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LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.advance d_tune' on page 1166 undefined on input line 125830. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.advanced_tuni ng.AdvancedTuningSession' on page 1166 undefined on input line 125831. Underfull \hbox (badness 10000) in paragraph at lines 125826--125835 []\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 125826--125835 \T1/txtt/m/sl/10 Model.start_advanced_tuning_session\T1/qtm/m/n/10 , \T1/txtt/m /sl/10 Model.get_advanced_tuning_parameters\T1/qtm/m/n/10 , \T1/txtt/m/sl/10 Mo del. LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 1166 u ndefined on input line 125838. LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.get_a ll_as_dataframe' on page 1166 undefined on input line 125848. 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Underfull \hbox (badness 10000) in paragraph at lines 126037--126041 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt m/m/n/10 at-tribute has been added to the \T1/txtt/m/sl/10 datarobot. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_worker_co unt' on page 1168 undefined on input line 126044. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific ation' on page 1168 undefined on input line 126058. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o n page 1168 undefined on input line 126059. LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataSource' on page 1168 undefined on input line 126067. LaTeX Warning: Hyper reference `data-connectivity:datarobot.DataStore' on page 1168 undefined on input line 126067. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_or_ request_feature_impact' on page 1168 undefined on input line 126126. 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Underfull \hbox (badness 10000) in paragraph at lines 126153--126156 []\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for each model via \T1/txtt/m/sl/10 Model. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.check_blendab le' on page 1169 undefined on input line 126159. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_cro ss_validation_scores' on page 1169 undefined on input line 126164. Underfull \hbox (badness 10000) in paragraph at lines 126163--126165 []\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for new mod-els us-ing \T1/txtt/m/sl/10 Model. LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 1169 undefin ed on input line 126182. LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 1169 undefined on input line 126188. LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist.update' o n page 1169 undefined on input line 126195. 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Underfull \hbox (badness 10000) in paragraph at lines 126342--126346 []\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. [1170] LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1171 undefined on input line 126354. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create_from_d ata_source' on page 1171 undefined on input line 126355. LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 117 1 undefined on input line 126359. LaTeX Warning: Hyper reference `projects:datarobot.FeatureSettings' on page 117 1 undefined on input line 126360. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag e 1171 undefined on input line 126364. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag e 1171 undefined on input line 126365. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag e 1171 undefined on input line 126369. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag e 1171 undefined on input line 126370. Underfull \hbox (badness 5302) in paragraph at lines 126368--126372 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use \T1/txtt/m/sl/10 data robot.DatetimePartitioningSpecification. LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 1171 undefined on input line 126431. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific ation' on page 1171 undefined on input line 126446. [1171] [1172] Underfull \hbox (badness 10000) in paragraph at lines 126642--126645 []\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. 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LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.images' o n page 1187 undefined on input line 127957. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.insights' on page 1187 undefined on input line 127958. No file datarobot-public-api-client.ind. [1187] (./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 (1191 pages, 4715126 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 1187 undefined on input line 127943 Reference `blueprints:module-datarobot.models.visualai.augmentation' on page 1187 undefined on input line 127956 Reference `blueprints:module-datarobot.models.visualai.images' on page 1187 undefined on input line 127957 Reference `blueprints:module-datarobot.models.visualai.insights' on page 1187 undefined on input line 127958 Reference `client-setup:module-datarobot.client' on page 1187 undefined on input line 127941 Reference `errors:module-datarobot.errors' on page 1187 undefined on input line 127942 Reference `experimental/enums:module-datarobot._experimental.models.enums' on page 1187 undefined on input line 127938 Reference `experimental/index:module-datarobot._experimental.models.chunking_service' on page 1187 undefined on input line 127935 Reference `experimental/index:module-datarobot._experimental.models.data_matching' on page 1187 undefined on input line 127936 Reference `experimental/index:module-datarobot._experimental.models.data_store' on page 1187 undefined on input line 127937 Reference `experimental/index:module-datarobot._experimental.models.model_lineage' on page 1187 undefined on input line 127939 Reference `experimental/index:module-datarobot._experimental.models.retraining' on page 1187 undefined on input line 127940 Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1187 undefined on input line 127944 Reference `notebooks:module-datarobot.models.notebooks.exceptions' on page 1187 undefined on input line 127945 Reference `notebooks:module-datarobot.models.notebooks.execution_environment' on page 1187 undefined on input line 127946 Reference `notebooks:module-datarobot.models.notebooks.kernel' on page 1187 undefined on input line 127947 Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1187 undefined on input line 127948 Reference `notebooks:module-datarobot.models.notebooks.revision' on page 1187 undefined on input line 127949 Reference `notebooks:module-datarobot.models.notebooks.scheduled_job' on page 1187 undefined on input line 127950 Reference `notebooks:module-datarobot.models.notebooks.scheduled_run' on page 1187 undefined on input line 127951 Reference `notebooks:module-datarobot.models.notebooks.session' on page 1187 undefined on input line 127952 Reference `notebooks:module-datarobot.models.notebooks.settings' on page 1187 undefined on input line 127953 Reference `notebooks:module-datarobot.models.notebooks.user' on page 1187 undefined on input line 127954 Reference `training_predictions:module-datarobot.models.training_predictions' on page 1187 undefined on input line 127955 Rule 'makeindex datarobot-public-api-client.idx': File changes, etc: Changed files, or newly in use since previous run(s): 'datarobot-public-api-client.idx' ------------ Run number 1 of rule 'makeindex datarobot-public-api-client.idx' ------------ ------------ Running 'makeindex -s python.ist -o "datarobot-public-api-client.ind" "datarobot-public-api-client.idx"' ------------ Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: applying rule 'makeindex datarobot-public-api-client.idx'... This is makeindex, version 2.15 [TeX Live 2022/dev] (kpathsea + Thai support). Scanning style file ./python.ist.......done (7 attributes redefined, 0 ignored). Scanning input file datarobot-public-api-client.idx......done (2354 entries accepted, 0 rejected). Sorting entries........................done (30593 comparisons). Generating output file datarobot-public-api-client.ind......done (4053 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. Rule 'pdflatex': File changes, etc: Changed files, or newly in use since previous run(s): 'datarobot-public-api-client.aux' 'datarobot-public-api-client.ind' 'datarobot-public-api-client.out' ------------ Run number 2 of rule 'pdflatex' ------------ ------------ Running 'pdflatex -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client" "DataRobotPython_3.16.0b0_Docs.tex"' ------------ Latexmk: applying rule 'pdflatex'... 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too wide) detected at line 867 []\T1/qtm/m/n/10 1173 Overfull \hbox (4.49997pt too wide) detected at line 869 []\T1/qtm/m/n/10 1173 Overfull \hbox (4.49997pt too wide) detected at line 871 []\T1/qtm/m/n/10 1173 Overfull \hbox (4.49997pt too wide) detected at line 875 []\T1/qtm/m/n/10 1174 Overfull \hbox (4.49997pt too wide) detected at line 878 []\T1/qtm/m/n/10 1174 Overfull \hbox (4.49997pt too wide) detected at line 884 []\T1/qtm/m/n/10 1176 Overfull \hbox (4.49997pt too wide) detected at line 886 []\T1/qtm/m/n/10 1176 Overfull \hbox (4.49997pt too wide) detected at line 889 []\T1/qtm/m/n/10 1176 Overfull \hbox (4.49997pt too wide) detected at line 897 []\T1/qtm/m/n/10 1177 Overfull \hbox (4.49997pt too wide) detected at line 904 []\T1/qtm/m/n/10 1179 Overfull \hbox (4.49997pt too wide) detected at line 906 []\T1/qtm/m/n/10 1179 Overfull \hbox (4.49997pt too wide) detected at line 913 []\T1/qtm/m/n/10 1181 [5] Overfull \hbox (4.49997pt too wide) detected at line 915 []\T1/qtm/m/n/10 1181 Overfull \hbox (4.49997pt too wide) detected at line 917 []\T1/qtm/m/n/10 1181 Overfull \hbox (4.49997pt too wide) detected at line 919 []\T1/qtm/m/n/10 1181 Overfull \hbox (4.49997pt too wide) detected at line 924 []\T1/qtm/m/n/10 1182 Overfull \hbox (4.49997pt too wide) detected at line 927 []\T1/qtm/m/n/10 1182 Overfull \hbox (4.49997pt too wide) detected at line 931 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 932 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 933 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 934 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 935 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 936 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 937 []\T1/qtm/m/n/10 1183 Overfull \hbox (4.49997pt too wide) detected at line 938 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 939 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 940 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 941 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 942 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 943 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 944 []\T1/qtm/m/n/10 1184 Overfull \hbox (4.49997pt too wide) detected at line 945 []\T1/qtm/m/n/10 1185 Overfull \hbox (4.49997pt too wide) detected at line 946 []\T1/qtm/m/n/10 1185 Overfull \hbox (4.49997pt too wide) detected at line 947 []\T1/qtm/m/n/10 1185 Overfull \hbox (4.49997pt too wide) detected at line 948 []\T1/qtm/m/n/10 1185 ) [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] Underfull \vbox (badness 3343) detected at line 3991 Overfull \vbox (32.82988pt too high) detected at line 3991 [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 6874--6876 []\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 6888--6893 \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 7740 [87] [88] [89] [90] Underfull \hbox (badness 10000) in paragraph at lines 7985--7991 []\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 8149 [93] [94] Overfull \vbox (0.93639pt too high) detected at line 8301 [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.8472 ├── 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.8472 ├── 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.8472 ├── 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.8473 ├  ├──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.8473 ├  ├──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.8473 ├  ├──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.8473 ├  ├──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.8474 ├  ├──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.8474 ├  ├──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.8474 ├  ├──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.8474 ├  ├──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.8475 ├  ├──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.8475 ├  ├──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.8475 ├  ├──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.8475 ├  ├──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.8476 ├── 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.8476 ├── 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.8476 ├── data.csv [98] [99] [100] [101] [102] [103] [104] [105] [106] Underfull \hbox (badness 10000) in paragraph at lines 9094--9097 []\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 9167--9172 \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 9199--9204 \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 9199--9204 [][]\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.9474 ...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.9474 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 10000) in paragraph at lines 9839--9842 [][][]\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 9935--9942 []\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 10223--10228 []\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 10417 Underfull \vbox (badness 10000) detected at line 10417 [125] [126] [127] Underfull \hbox (badness 7012) in paragraph at lines 10552--10555 []\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 10602--10605 []\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.11352 ├── 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.11352 ├── 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.11352 ├── 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.11353 │   ├── 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.11353 │   ├── 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.11353 │   ├── 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.11353 │   ├── 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.11354 │   ├── 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.11354 │   ├── 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.11354 │   ├── 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.11354 │   ├── 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.11355 │   ├── … ! 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.11355 │   ├── … ! 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.11355 │   ├── … ! 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.11355 │   ├── … ! 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.11356 ├── 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.11356 ├── 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.11356 ├── 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.11357 ...��── 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.11357 ...��── 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.11357 ...��── 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.11357 ...��── 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.11358 ...��── 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.11358 ...��── 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.11358 ...��── 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.11358 ...��── 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.11359 │ ├── … ! 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.11359 │ ├── … ! 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.11359 │ ├── … ! 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.11359 │ ├── … [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 11914 [145] [146] [147] [148] Chapter 4. [149] Overfull \vbox (1.18929pt too high) detected at line 12258 [150] [151] [152] [153] [154] [155] [156] [157] [158] Overfull \vbox (1.27087pt too high) detected at line 12926 [159] [160] [161] [162] Overfull \vbox (0.53955pt too high) detected at line 13188 [163] Underfull \hbox (badness 6477) in paragraph at lines 13214--13219 []\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 13220--13222 []\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 13304--13307 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 13304--13307 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 13304--13307 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 13336--13339 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 13336--13339 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 13349--13351 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 13357--13360 \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 13368--13374 \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 13368--13374 \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 14493--14497 \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 15023 [192] [193] [194] Underfull \hbox (badness 7415) in paragraph at lines 15187--15189 []\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 15275--15277 \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 15954 [205] Underfull \hbox (badness 10000) in paragraph at lines 16000--16003 []\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 16201 [209] [210] [211] [212] [213] [214] [215] [216] [217] [218] [219] [220] [221] Overfull \vbox (2.67389pt too high) detected at line 17043 [222] [223] [224] Underfull \hbox (badness 10000) in paragraph at lines 17165--17168 \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 17424--17427 []\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 18849--18852 []\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 20748 [272] [273] [274] Chapter 13. [275] [276] [277] [278] [279] [280] [281] Underfull \hbox (badness 10000) in paragraph at lines 21783--21786 []\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 21788--21791 []\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 21839--21842 []\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 21844--21847 []\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 22024--22026 []\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 23058--23060 \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 23595--23595 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 23655--23655 \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 23714--23714 \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 24370--24372 []\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 24402--24404 []\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 24980--24982 []\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 25041--25043 []\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 25133--25135 []\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 25186--25188 []\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 25285--25288 []\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 25460--25462 []\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 25586--25588 []\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 25625--25627 []\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 25990--25995 []\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 25990--25995 \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 28479 [338] Underfull \vbox (badness 7522) detected at line 28599 Overfull \vbox (4.48987pt too high) detected at line 28599 [339] [340] Underfull \hbox (badness 10000) in paragraph at lines 28689--28691 []\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 28763 [341] [342] [343] [344] [345] [346] Chapter 18. [347] [348] [349] [350] [351] [352] [353] [354] Underfull \hbox (badness 5475) in paragraph at lines 30113--30115 []\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 30492--30494 []\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 30828 [364] [365] [366] [367] [368] [369] [370] [371] Overfull \hbox (12.22389pt too wide) in paragraph at lines 31735--31737 []\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 31840--31846 \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 32497--32502 \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 32566--32569 []\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 32566--32569 \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 32566--32569 \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 32580--32582 []\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 32754--32759 []\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 32754--32759 \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 32754--32759 \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 32754--32759 \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 32796--32799 []\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 32796--32799 \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 32796--32799 \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 32810--32813 []\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 32938--32941 []\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 33191--33196 []\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 33191--33196 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 33191--33196 \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 33235--33238 []\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 33235--33238 \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 33235--33238 \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 33287--33290 []\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 33287--33290 \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 33287--33290 \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 33603--33606 []\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 33603--33606 \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 33603--33606 \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 33714--33721 []\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 33714--33721 \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 33733--33743 []\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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33745--33748 []\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 33745--33748 \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 33745--33748 \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 33869 [390] Underfull \hbox (badness 10000) in paragraph at lines 33916--33923 []\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 33916--33923 \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 33935--33945 []\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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33952--33955 []\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 33952--33955 \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 33952--33955 \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 35393--35395 []\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 35566--35569 []\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 35566--35569 \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 35566--35569 \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 37132--37135 []\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 37659--37661 []\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 37727--37729 []\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 38094 [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 39478--39481 [] \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 39478--39481 \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] Overfull \vbox (0.86002pt too high) detected at line 40921 [457] [458] [459] [460] [461] [462] Underfull \hbox (badness 10000) in paragraph at lines 41681--41688 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] Chapter 28. [473] Overfull \vbox (18.5899pt too high) detected at line 42788 [474] [475] [476] [477] Underfull \hbox (badness 10000) in paragraph at lines 43048--43051 []\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 44823--44826 []\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 44823--44826 \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 45179 Overfull \vbox (27.2299pt too high) detected at line 45179 [499] [500] [501] Underfull \vbox (badness 10000) detected at line 45437 Overfull \vbox (33.2399pt too high) detected at line 45437 [502] [503] [504] [505] [506] Chapter 29. [507] [508] [509] [510] Underfull \vbox (badness 10000) detected at line 46539 Overfull \vbox (24.0pt too high) detected at line 46539 [511] Overfull \vbox (0.89993pt too high) detected at line 46620 [512] [513] [514] Underfull \hbox (badness 10000) in paragraph at lines 46854--46856 []\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 47006--47009 []\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 47248--47251 []\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 47257--47260 \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 47383--47385 []\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 47998--48001 []\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 48057--48061 []\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 48530--48533 \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 48721--48726 []\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 48721--48726 [][]\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 49026--49028 []\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 49062--49064 []\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 49388--49397 []\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 49457--49462 []\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 49457--49462 [][]\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 49470--49473 \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 50546--50548 []\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 50698--50701 []\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 50940--50943 []\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 50949--50952 \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 51075--51077 []\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 51690--51693 []\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 51749--51753 []\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 52192--52195 \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 52547--52549 []\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 52583--52585 []\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 53932--53934 []\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 54084--54087 []\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 54326--54329 []\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 54335--54338 \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 54461--54463 []\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 55076--55079 []\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 55135--55139 []\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 55608--55611 \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 55799--55804 []\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 55799--55804 [][]\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 56104--56106 []\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 56140--56142 []\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 56466--56475 []\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 56535--56540 []\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 56535--56540 [][]\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 56548--56551 \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 56778--56781 []\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 57311--57316 []\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 57311--57316 [][]\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 58690--58693 \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 59431 Overfull \vbox (24.0pt too high) detected at line 59431 [618] Overfull \vbox (0.89993pt too high) detected at line 59512 [619] [620] [621] Underfull \hbox (badness 10000) in paragraph at lines 59746--59748 []\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 59846--59849 []\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 59940--59942 []\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 60351--60354 []\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 60819--60822 \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 60866--60871 []\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 60866--60871 [][]\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 61085--61087 []\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 61252--61257 []\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 61252--61257 [][]\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 61265--61268 \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 62550--62552 []\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 62702--62705 []\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 62944--62947 []\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 62953--62956 \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 63079--63081 []\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 63694--63697 []\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 63753--63757 []\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 64226--64229 \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 64417--64422 []\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 64417--64422 [][]\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 64722--64724 []\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 64758--64760 []\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 65084--65093 []\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 65153--65158 []\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 65153--65158 [][]\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 65166--65169 \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 66083--66085 []\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 66146--66158 []\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 66146--66158 \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 66146--66158 \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 66146--66158 \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 66146--66158 \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 66146--66158 \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 68724--68726 []\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 70128 [707] [708] [709] [710] [711] [712] [713] Underfull \hbox (badness 10000) in paragraph at lines 70869--70873 \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 70869--70873 \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 72201--72203 []\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 72236--72238 \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 72236--72238 \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 74748--74752 []\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 74748--74752 \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 74754--74758 []\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 74754--74758 \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 74778--74782 []\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 74778--74782 \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 75247--75249 []\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 76086--76091 []\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 76628--76633 []\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 77081--77083 []\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 77322--77325 []\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 77322--77325 \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 77470--77473 []\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 77470--77473 \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 78520--78524 \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 78526--78530 []\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 78552--78555 \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 78801--78805 \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 78807--78811 []\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 78833--78836 \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 78853--78855 []\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 78882--78884 []\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 78890--78894 \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 78997--78999 []\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 79005--79009 \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 81416--81421 []\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 81416--81421 \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 81416--81421 \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 81416--81421 \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 84353--84356 []\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 84503--84506 []\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 84727--84730 []\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 84846--84849 []\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 84855--84859 []\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 84855--84859 \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 84855--84859 \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 84905--84908 []\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 84914--84918 []\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 84914--84918 \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 84914--84918 \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 85134--85136 []\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 87173--87175 []\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 87291--87293 []\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 87842--87844 []\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 87927--87929 []\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 88708--88710 []\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 88786--88788 []\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. [861] Underfull \hbox (badness 10000) in paragraph at lines 89117--89121 []\T1/txtt/bx/n/10 max_wait \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U Max-i-mum num-ber of sec-onds to wait when Underfull \hbox (badness 10000) in paragraph at lines 89117--89121 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises [862] [863] [864] Chapter 40. Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 []\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 89311--89323 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \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 89311--89323 \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, [865] [866] Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 []\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 89710--89720 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \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}, ... ] [867] [868] [869] Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 []\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 90055--90070 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \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. [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] [880] [881] [882] [883] Underfull \hbox (badness 10000) in paragraph at lines 92150--92152 []\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. [884] [885] [886] [887] Underfull \hbox (badness 10000) in paragraph at lines 92830--92832 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [888] [889] [890] [891] [892] Overfull \vbox (2.69994pt too high) detected at line 93358 [893] [894] Underfull \hbox (badness 10000) in paragraph at lines 93480--93483 []\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 93480--93483 \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 93514--93516 \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 93521--93523 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [895] [896] [897] Underfull \hbox (badness 10000) in paragraph at lines 93811--93814 []\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 93811--93814 \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 [898] [899] Underfull \hbox (badness 10000) in paragraph at lines 94145--94148 []\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 94145--94148 \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 94179--94181 \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 94186--94188 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [900] [901] [902] [903] [904] [905] Underfull \hbox (badness 10000) in paragraph at lines 94945--94948 []\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 94945--94948 \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 94950--94953 []\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 94950--94953 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [906] [907] [908] [909] [910] [911] [912] [913] [914] Underfull \hbox (badness 10000) in paragraph at lines 96067--96070 []\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 96072--96075 []\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 96145--96151 \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 96145--96151 \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, [915] Underfull \hbox (badness 10000) in paragraph at lines 96161--96164 []\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 96166--96169 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [916] [917] [918] [919] [920] [921] [922] [923] [924] [925] [926] Chapter 41. [927] [928] [929] [930] [931] [932] [933] [934] Chapter 42. [935] [936] [937] [938] Chapter 43. [939] [940] [941] [942] [943] [944] Chapter 44. [945] [946] Chapter 45. [947] [948] [949] [950] [951] [952] [953] [954] [955] [956] Overfull \vbox (1.64996pt too high) detected at line 101486 [957] [958] [959] [960] [961] [962] Chapter 46. [963] Underfull \hbox (badness 10000) in paragraph at lines 102358--102360 []\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 [964] [965] [966] [967] [968] [969] Underfull \hbox (badness 10000) in paragraph at lines 102992--102998 \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 102992--102998 \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 103076--103083 []\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 103076--103083 \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 103076--103083 \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 [970] Underfull \hbox (badness 10000) in paragraph at lines 103085--103089 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [971] [972] Underfull \hbox (badness 7888) in paragraph at lines 103315--103322 \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 103315--103322 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 103338--103344 \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 103338--103344 \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. [973] [974] Underfull \hbox (badness 10000) in paragraph at lines 103540--103546 \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 103540--103546 \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 103586--103588 []\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 , [975] [976] Underfull \hbox (badness 10000) in paragraph at lines 103803--103811 []\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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 [977] [978] [979] [980] Underfull \hbox (badness 10000) in paragraph at lines 104161--104163 []\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 104200--104203 []\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 [981] Underfull \hbox (badness 10000) in paragraph at lines 104255--104257 []\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 [982] Underfull \hbox (badness 10000) in paragraph at lines 104320--104326 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [983] [984] Overfull \hbox (0.89392pt too wide) in paragraph at lines 104604--104608 []\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 , [985] [986] [987] [988] [989] [990] [991] [992] [993] Underfull \hbox (badness 10000) in paragraph at lines 105694--105703 []\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 [994] Underfull \hbox (badness 10000) in paragraph at lines 105793--105798 []\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 105793--105798 [][]\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 105810--105813 \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 [995] [996] Underfull \hbox (badness 10000) in paragraph at lines 106012--106017 \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 [997] Underfull \hbox (badness 10000) in paragraph at lines 106190--106195 \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 106190--106195 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [998] Underfull \hbox (badness 10000) in paragraph at lines 106235--106240 \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 [999] [1000] [1001] Underfull \hbox (badness 10000) in paragraph at lines 106629--106635 []\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 106629--106635 \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 , [1002] Underfull \hbox (badness 10000) in paragraph at lines 106648--106655 []\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 106648--106655 \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 106648--106655 \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 106657--106661 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 106692--106696 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1003] Underfull \hbox (badness 10000) in paragraph at lines 106818--106821 []\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 106818--106821 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [1004] [1005] [1006] Underfull \hbox (badness 10000) in paragraph at lines 107112--107114 []\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. [1007] [1008] [1009] Underfull \hbox (badness 10000) in paragraph at lines 107613--107620 []\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 107613--107620 \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 107613--107620 \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 [1010] [1011] Underfull \hbox (badness 10000) in paragraph at lines 107821--107827 []\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 107832--107837 \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 [1012] [1013] Underfull \hbox (badness 6364) in paragraph at lines 108036--108039 []\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 [1014] Underfull \hbox (badness 10000) in paragraph at lines 108107--108113 []\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 108107--108113 \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 108126--108133 []\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 108126--108133 \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 108141--108143 []\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 108145--108147 []\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 [1015] Underfull \hbox (badness 10000) in paragraph at lines 108190--108194 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1016] [1017] Underfull \hbox (badness 10000) in paragraph at lines 108599--108602 []\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 108609--108612 []\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 , [1018] Underfull \hbox (badness 10000) in paragraph at lines 108620--108623 []\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 108620--108623 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1019] Underfull \hbox (badness 6927) in paragraph at lines 108737--108740 []\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 [1020] [1021] Underfull \hbox (badness 10000) in paragraph at lines 108911--108916 []\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 , [1022] Underfull \hbox (badness 10000) in paragraph at lines 109053--109055 []\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 [1023] Underfull \hbox (badness 10000) in paragraph at lines 109132--109135 []\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 109132--109135 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1024] [1025] Underfull \hbox (badness 6927) in paragraph at lines 109305--109308 []\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 [1026] [1027] [1028] [1029] [1030] Underfull \hbox (badness 10000) in paragraph at lines 109952--109955 []\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 109952--109955 \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. [1031] [1032] Underfull \hbox (badness 5741) in paragraph at lines 110171--110179 \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 [1033] [1034] [1035] [1036] [1037] [1038] [1039] [1040] Underfull \hbox (badness 10000) in paragraph at lines 111420--111422 []\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 [1041] [1042] [1043] [1044] [1045] [1046] [1047] [1048] Chapter 47. [1049] Underfull \vbox (badness 10000) detected at line 112340 [1050] Underfull \hbox (badness 10000) in paragraph at lines 112421--112425 []\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 112421--112425 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1051] [1052] [1053] [1054] Chapter 48. [1055] [1056] Underfull \hbox (badness 7099) in paragraph at lines 113115--113118 []\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 , [1057] Underfull \hbox (badness 7099) in paragraph at lines 113157--113160 []\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 , [1058] [1059] [1060] [1061] [1062] Chapter 49. [1063] [1064] [1065] [1066] [1067] [1068] [1069] [1070] [1071] [1072] [1073] [1074] [1075] [1076] [1077] Underfull \hbox (badness 10000) in paragraph at lines 115678--115680 []\T1/txtt/bx/n/10 datasource_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[Dataso urceDataWarehouseInfo\T1/qtm/m/n/10 , [1078] [1079] [1080] [1081] [1082] Chapter 50. [1083] [1084] Chapter 51. [1085] [1086] [1087] [1088] [1089] [1090] [1091] [1092] [1093] [1094] Chapter 52. [1095] Underfull \hbox (badness 10000) in paragraph at lines 117590--117592 []\T1/qtm/m/n/10 Fixed an is-sue which caused an er-ror when Fea-ture Lists had an empty de-scrip-tion in Underfull \hbox (badness 10000) in paragraph at lines 117594--117596 []\T1/qtm/m/n/10 Fixed de-se-ri-al-iza-tion of \T1/txtt/m/n/10 ProjectOptions \ T1/qtm/m/n/10 when load-ing project op-tions from the server: Underfull \hbox (badness 10000) in paragraph at lines 117594--117596 \T1/txtt/m/n/10 feature_engineering_prediction_point\T1/qtm/m/n/10 , \T1/txtt/m /n/10 user_partition_col\T1/qtm/m/n/10 , and each en-try in [1096] [1097] Underfull \hbox (badness 10000) in paragraph at lines 117843--117846 []\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 [1098] Underfull \hbox (badness 10000) in paragraph at lines 117920--117923 []\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 117920--117923 \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. [1099] Underfull \hbox (badness 10000) in paragraph at lines 118039--118041 []\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 118055--118057 []\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. [1100] Underfull \hbox (badness 10000) in paragraph at lines 118143--118145 []\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 118147--118149 []\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 [1101] Underfull \hbox (badness 8038) in paragraph at lines 118239--118241 []\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 [1102] Underfull \hbox (badness 10000) in paragraph at lines 118275--118277 []\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 [1103] Underfull \hbox (badness 10000) in paragraph at lines 118374--118376 []\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 118374--118376 \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 118374--118376 \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 118374--118376 \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 [1104] Overfull \hbox (1.74904pt too wide) in paragraph at lines 118521--118523 []\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 118570--118572 []\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 [1105] Underfull \hbox (badness 10000) in paragraph at lines 118607--118609 []\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 [1106] Underfull \hbox (badness 10000) in paragraph at lines 118782--118784 []\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 [1107] Underfull \hbox (badness 10000) in paragraph at lines 118830--118832 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude pa-ram-e-ter: `fea- Underfull \hbox (badness 10000) in paragraph at lines 118842--118845 []\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 118842--118845 [][]\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 118847--118849 []\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 [1108] Underfull \hbox (badness 10000) in paragraph at lines 118917--118919 []\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu stomModelLLMValidation.list\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 118930--118932 []\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 [1109] [1110] [1111] Underfull \hbox (badness 10000) in paragraph at lines 119342--119345 []\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 119408--119410 []\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 [1112] Underfull \hbox (badness 10000) in paragraph at lines 119486--119488 []\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 119495--119502 []\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 [1113] Underfull \hbox (badness 10000) in paragraph at lines 119522--119524 []\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. Underfull \hbox (badness 10000) in paragraph at lines 119542--119544 []\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 119604--119606 []\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' [1114] Underfull \hbox (badness 10000) in paragraph at lines 119667--119670 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1115] Underfull \hbox (badness 10000) in paragraph at lines 119838--119841 []\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 [1116] Underfull \hbox (badness 10000) in paragraph at lines 119968--119970 []\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 [1117] Underfull \hbox (badness 10000) in paragraph at lines 120107--120111 []\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: [1118] Underfull \hbox (badness 10000) in paragraph at lines 120187--120189 [][][]\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 [1119] Underfull \hbox (badness 10000) in paragraph at lines 120262--120265 []\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 120262--120265 \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 120334--120336 []\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. [1120] [1121] Underfull \hbox (badness 10000) in paragraph at lines 120494--120496 []\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. [1122] [1123] [1124] Underfull \hbox (badness 10000) in paragraph at lines 120849--120851 []\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. [1125] [1126] Underfull \hbox (badness 10000) in paragraph at lines 121076--121078 \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 [1127] [1128] [1129] Underfull \hbox (badness 10000) in paragraph at lines 121533--121535 []\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 121537--121539 []\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 121541--121543 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1130] Underfull \hbox (badness 10000) in paragraph at lines 121716--121718 []\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 121740--121742 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1131] [1132] Underfull \hbox (badness 10000) in paragraph at lines 121869--121872 []\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 121879--121882 []\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 121894--121897 []\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 121899--121902 []\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. [1133] Underfull \hbox (badness 10000) in paragraph at lines 122061--122065 []\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 122061--122065 [][]\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 122067--122072 []\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 122067--122072 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1134] Underfull \hbox (badness 10000) in paragraph at lines 122177--122179 []\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 [1135] [1136] [1137] Underfull \hbox (badness 10000) in paragraph at lines 122462--122465 []\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 122467--122469 []\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 122550--122552 [][][]\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 122554--122556 [][][]\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 [1138] Underfull \hbox (badness 6364) in paragraph at lines 122586--122588 []\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. [1139] Underfull \hbox (badness 10000) in paragraph at lines 122709--122716 []\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 122709--122716 [][]\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 [1140] Underfull \hbox (badness 10000) in paragraph at lines 122909--122911 []\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 122927--122930 []\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 [1141] [1142] Underfull \hbox (badness 10000) in paragraph at lines 123179--123182 []\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 , [1143] Underfull \hbox (badness 6268) in paragraph at lines 123280--123283 []\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 123315--123319 []\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 [1144] Underfull \hbox (badness 10000) in paragraph at lines 123325--123333 []\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 123325--123333 \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 123325--123333 \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 123325--123333 \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 123325--123333 \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 123325--123333 [][]\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. [1145] Underfull \hbox (badness 10000) in paragraph at lines 123475--123478 []\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 123551--123554 []\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. [1146] [1147] Underfull \hbox (badness 10000) in paragraph at lines 123796--123799 []\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 123801--123804 []\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. [1148] Underfull \hbox (badness 7907) in paragraph at lines 123972--123977 []\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: [1149] Underfull \hbox (badness 10000) in paragraph at lines 124014--124017 []\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 124090--124095 []\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 124090--124095 \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. [1150] Underfull \hbox (badness 10000) in paragraph at lines 124115--124123 [][]\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 124115--124123 \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 124191--124194 []\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 124196--124202 []\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 124196--124202 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1151] Underfull \hbox (badness 10000) in paragraph at lines 124226--124233 []\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 124226--124233 \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 , [1152] Underfull \hbox (badness 8170) in paragraph at lines 124362--124365 []\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 124367--124370 \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 [1153] Underfull \hbox (badness 10000) in paragraph at lines 124450--124455 []\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 124475--124477 []\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 124554--124558 []\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 [1154] Underfull \hbox (badness 10000) in paragraph at lines 124597--124600 []\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: [1155] Underfull \hbox (badness 10000) in paragraph at lines 124740--124749 []\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 124751--124758 []\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. [1156] [1157] Underfull \hbox (badness 10000) in paragraph at lines 124942--124946 []\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 124980--124985 []\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 125000--125004 []\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 125000--125004 [][]\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 125024--125026 []\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 . [1158] [1159] Underfull \hbox (badness 10000) in paragraph at lines 125268--125272 []\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. [1160] Underfull \hbox (badness 10000) in paragraph at lines 125341--125343 []\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 125341--125343 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. Overfull \hbox (7.70421pt too wide) in paragraph at lines 125374--125376 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 125394--125397 []\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. [1161] Underfull \hbox (badness 7925) in paragraph at lines 125431--125433 []\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 125439--125444 []\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 [1162] Underfull \hbox (badness 10000) in paragraph at lines 125530--125532 []\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 125530--125532 \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 [1163] Underfull \hbox (badness 7451) in paragraph at lines 125619--125622 []\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 125619--125622 \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 [1164] [1165] Underfull \hbox (badness 10000) in paragraph at lines 125826--125835 []\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 125826--125835 [][]\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 125865--125867 [][][]\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 [1166] Underfull \hbox (badness 10000) in paragraph at lines 125987--125990 []\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 126006--126011 []\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 126006--126011 \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. [1167] Underfull \hbox (badness 10000) in paragraph at lines 126037--126041 []\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 126130--126138 []\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 126130--126138 \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 [1168] Underfull \hbox (badness 10000) in paragraph at lines 126153--126156 []\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 126163--126165 []\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 126205--126209 [][][]\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. [1169] Underfull \hbox (badness 10000) in paragraph at lines 126322--126326 []\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 126322--126326 \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 126342--126346 []\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. [1170] Underfull \hbox (badness 5302) in paragraph at lines 126368--126372 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1171] [1172] Underfull \hbox (badness 10000) in paragraph at lines 126642--126645 []\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. [1173] [1174] Underfull \hbox (badness 10000) in paragraph at lines 126835--126837 []\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, [1175] Underfull \hbox (badness 10000) in paragraph at lines 126939--126943 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1176] Underfull \hbox (badness 6268) in paragraph at lines 127054--127058 []\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. [1177] [1178] Underfull \hbox (badness 10000) in paragraph at lines 127190--127192 []\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. 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(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 (1243 pages, 5122144 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: References changed. 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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. 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[63] [64] [65] [66] [67] [68] [69] [70] [71] [72] [73] [74] Underfull \hbox (badness 10000) in paragraph at lines 6874--6876 []\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 6888--6893 \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 7740 [87] [88] [89] [90] Underfull \hbox (badness 10000) in paragraph at lines 7985--7991 []\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 8149 [93] [94] Overfull \vbox (0.93639pt too high) detected at line 8301 [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.8472 ├── 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.8472 ├── 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.8472 ├── 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.8473 ├  ├──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.8473 ├  ├──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.8473 ├  ├──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.8473 ├  ├──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.8474 ├  ├──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.8474 ├  ├──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.8474 ├  ├──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.8474 ├  ├──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.8475 ├  ├──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.8475 ├  ├──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.8475 ├  ├──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.8475 ├  ├──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.8476 ├── 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.8476 ├── 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.8476 ├── data.csv [98] [99] [100] [101] [102] [103] [104] [105] [106] Underfull \hbox (badness 10000) in paragraph at lines 9094--9097 []\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 9167--9172 \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 9199--9204 \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 9199--9204 [][]\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.9474 ...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.9474 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 10000) in paragraph at lines 9839--9842 [][][]\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 9935--9942 []\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 10223--10228 []\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 10417 Underfull \vbox (badness 10000) detected at line 10417 [125] [126] [127] Underfull \hbox (badness 7012) in paragraph at lines 10552--10555 []\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 10602--10605 []\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.11352 ├── 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.11352 ├── 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.11352 ├── 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.11353 │   ├── 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.11353 │   ├── 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.11353 │   ├── 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.11353 │   ├── 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.11354 │   ├── 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.11354 │   ├── 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.11354 │   ├── 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.11354 │   ├── 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.11355 │   ├── … ! 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.11355 │   ├── … ! 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.11355 │   ├── … ! 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.11355 │   ├── … ! 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.11356 ├── 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.11356 ├── 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.11356 ├── 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.11357 ...��── 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.11357 ...��── 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.11357 ...��── 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.11357 ...��── 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.11358 ...��── 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.11358 ...��── 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.11358 ...��── 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.11358 ...��── 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.11359 │ ├── … ! 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.11359 │ ├── … ! 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.11359 │ ├── … ! 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.11359 │ ├── … [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 11914 [145] [146] [147] [148] Chapter 4. [149] Overfull \vbox (1.18929pt too high) detected at line 12258 [150] [151] [152] [153] [154] [155] [156] [157] [158] Overfull \vbox (1.27087pt too high) detected at line 12926 [159] [160] [161] [162] Overfull \vbox (0.53955pt too high) detected at line 13188 [163] Underfull \hbox (badness 6477) in paragraph at lines 13214--13219 []\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 13220--13222 []\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 13304--13307 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 13304--13307 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 13304--13307 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 13317--13319 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 13320--13323 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 13333--13335 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 13336--13339 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 13336--13339 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13336--13339 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 13349--13351 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 13349--13351 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 13352--13356 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 13352--13356 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 13357--13360 \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 13368--13374 \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 13368--13374 \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 14493--14497 \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 15023 [192] [193] [194] Underfull \hbox (badness 7415) in paragraph at lines 15187--15189 []\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 15275--15277 \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 15954 [205] Underfull \hbox (badness 10000) in paragraph at lines 16000--16003 []\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 16201 [209] [210] [211] [212] [213] [214] [215] [216] [217] [218] [219] [220] [221] Overfull \vbox (2.67389pt too high) detected at line 17043 [222] [223] [224] Underfull \hbox (badness 10000) in paragraph at lines 17165--17168 \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 17424--17427 []\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 18849--18852 []\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 20748 [272] [273] [274] Chapter 13. [275] [276] [277] [278] [279] [280] [281] Underfull \hbox (badness 10000) in paragraph at lines 21783--21786 []\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 21788--21791 []\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 21839--21842 []\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 21844--21847 []\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 22024--22026 []\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 23058--23060 \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 23595--23595 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 23655--23655 \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 23714--23714 \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 24370--24372 []\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 24402--24404 []\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 24980--24982 []\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 25041--25043 []\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 25133--25135 []\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 25186--25188 []\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 25285--25288 []\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 25460--25462 []\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 25586--25588 []\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 25625--25627 []\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 25990--25995 []\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 25990--25995 \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 28479 [338] Underfull \vbox (badness 7522) detected at line 28599 Overfull \vbox (4.48987pt too high) detected at line 28599 [339] [340] Underfull \hbox (badness 10000) in paragraph at lines 28689--28691 []\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 28763 [341] [342] [343] [344] [345] [346] Chapter 18. [347] [348] [349] [350] [351] [352] [353] [354] Underfull \hbox (badness 5475) in paragraph at lines 30113--30115 []\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 30492--30494 []\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 30828 [364] [365] [366] [367] [368] [369] [370] [371] Overfull \hbox (12.22389pt too wide) in paragraph at lines 31735--31737 []\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 31840--31846 \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 32497--32502 \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 32566--32569 []\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 32566--32569 \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 32566--32569 \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 32580--32582 []\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 32754--32759 []\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 32754--32759 \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 32754--32759 \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 32754--32759 \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 32796--32799 []\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 32796--32799 \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 32796--32799 \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 32810--32813 []\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 32938--32941 []\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 33191--33196 []\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 33191--33196 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 33191--33196 \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 33235--33238 []\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 33235--33238 \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 33235--33238 \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 33287--33290 []\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 33287--33290 \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 33287--33290 \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 33603--33606 []\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 33603--33606 \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 33603--33606 \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 33714--33721 []\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 33714--33721 \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 33733--33743 []\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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33733--33743 \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 33745--33748 []\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 33745--33748 \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 33745--33748 \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 33869 [390] Underfull \hbox (badness 10000) in paragraph at lines 33916--33923 []\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 33916--33923 \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 33935--33945 []\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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33935--33945 \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 33952--33955 []\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 33952--33955 \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 33952--33955 \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 35393--35395 []\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 35566--35569 []\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 35566--35569 \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 35566--35569 \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 37132--37135 []\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 37659--37661 []\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 37727--37729 []\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 38094 [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 39478--39481 [] \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 39478--39481 \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] Overfull \vbox (0.86002pt too high) detected at line 40921 [457] [458] [459] [460] [461] [462] Underfull \hbox (badness 10000) in paragraph at lines 41681--41688 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] Chapter 28. [473] Overfull \vbox (18.5899pt too high) detected at line 42788 [474] [475] [476] [477] Underfull \hbox (badness 10000) in paragraph at lines 43048--43051 []\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 44823--44826 []\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 44823--44826 \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 45179 Overfull \vbox (27.2299pt too high) detected at line 45179 [499] [500] [501] Underfull \vbox (badness 10000) detected at line 45437 Overfull \vbox (33.2399pt too high) detected at line 45437 [502] [503] [504] [505] [506] Chapter 29. [507] [508] [509] [510] Underfull \vbox (badness 10000) detected at line 46539 Overfull \vbox (24.0pt too high) detected at line 46539 [511] Overfull \vbox (0.89993pt too high) detected at line 46620 [512] [513] [514] Underfull \hbox (badness 10000) in paragraph at lines 46854--46856 []\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 47006--47009 []\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 47248--47251 []\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 47257--47260 \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 47383--47385 []\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 47998--48001 []\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 48057--48061 []\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 48530--48533 \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 48721--48726 []\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 48721--48726 [][]\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 49026--49028 []\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 49062--49064 []\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 49388--49397 []\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 49457--49462 []\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 49457--49462 [][]\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 49470--49473 \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 50546--50548 []\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 50698--50701 []\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 50940--50943 []\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 50949--50952 \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 51075--51077 []\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 51690--51693 []\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 51749--51753 []\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 52192--52195 \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 52547--52549 []\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 52583--52585 []\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 53932--53934 []\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 54084--54087 []\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 54326--54329 []\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 54335--54338 \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 54461--54463 []\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 55076--55079 []\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 55135--55139 []\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 55608--55611 \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 55799--55804 []\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 55799--55804 [][]\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 56104--56106 []\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 56140--56142 []\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 56466--56475 []\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 56535--56540 []\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 56535--56540 [][]\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 56548--56551 \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 56778--56781 []\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 57311--57316 []\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 57311--57316 [][]\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 58690--58693 \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 59431 Overfull \vbox (24.0pt too high) detected at line 59431 [618] Overfull \vbox (0.89993pt too high) detected at line 59512 [619] [620] [621] Underfull \hbox (badness 10000) in paragraph at lines 59746--59748 []\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 59846--59849 []\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 59940--59942 []\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 60351--60354 []\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 60819--60822 \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 60866--60871 []\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 60866--60871 [][]\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 61085--61087 []\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 61252--61257 []\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 61252--61257 [][]\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 61265--61268 \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 62550--62552 []\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 62702--62705 []\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 62944--62947 []\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 62953--62956 \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 63079--63081 []\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 63694--63697 []\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 63753--63757 []\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 64226--64229 \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 64417--64422 []\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 64417--64422 [][]\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 64722--64724 []\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 64758--64760 []\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 65084--65093 []\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 65153--65158 []\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 65153--65158 [][]\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 65166--65169 \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 66083--66085 []\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 66146--66158 []\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 66146--66158 \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 66146--66158 \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 66146--66158 \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 66146--66158 \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 66146--66158 \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 68724--68726 []\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 70128 [707] [708] [709] [710] [711] [712] [713] Underfull \hbox (badness 10000) in paragraph at lines 70869--70873 \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 70869--70873 \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 72201--72203 []\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 72236--72238 \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 72236--72238 \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 74748--74752 []\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 74748--74752 \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 74754--74758 []\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 74754--74758 \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 74778--74782 []\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 74778--74782 \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 75247--75249 []\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 76086--76091 []\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 76628--76633 []\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 77081--77083 []\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 77322--77325 []\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 77322--77325 \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 77470--77473 []\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 77470--77473 \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 78520--78524 \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 78526--78530 []\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 78552--78555 \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 78801--78805 \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 78807--78811 []\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 78833--78836 \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 78853--78855 []\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 78882--78884 []\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 78890--78894 \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 78997--78999 []\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 79005--79009 \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 81416--81421 []\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 81416--81421 \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 81416--81421 \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 81416--81421 \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 84353--84356 []\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 84503--84506 []\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 84727--84730 []\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 84846--84849 []\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 84855--84859 []\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 84855--84859 \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 84855--84859 \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 84905--84908 []\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 84914--84918 []\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 84914--84918 \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 84914--84918 \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 85134--85136 []\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 87173--87175 []\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 87291--87293 []\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 87842--87844 []\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 87927--87929 []\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 88708--88710 []\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 88786--88788 []\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. [861] Underfull \hbox (badness 10000) in paragraph at lines 89117--89121 []\T1/txtt/bx/n/10 max_wait \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U Max-i-mum num-ber of sec-onds to wait when Underfull \hbox (badness 10000) in paragraph at lines 89117--89121 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises [862] [863] [864] Chapter 40. Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 []\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 89311--89323 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 89311--89323 \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 89311--89323 \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, [865] [866] Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 []\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 89710--89720 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89710--89720 \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}, ... ] [867] [868] [869] Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 []\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 90055--90070 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90055--90070 \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. [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] [880] [881] [882] [883] Underfull \hbox (badness 10000) in paragraph at lines 92150--92152 []\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. [884] [885] [886] [887] Underfull \hbox (badness 10000) in paragraph at lines 92830--92832 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [888] [889] [890] [891] [892] Overfull \vbox (2.69994pt too high) detected at line 93358 [893] [894] Underfull \hbox (badness 10000) in paragraph at lines 93480--93483 []\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 93480--93483 \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 93514--93516 \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 93521--93523 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [895] [896] [897] Underfull \hbox (badness 10000) in paragraph at lines 93811--93814 []\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 93811--93814 \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 [898] [899] Underfull \hbox (badness 10000) in paragraph at lines 94145--94148 []\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 94145--94148 \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 94179--94181 \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 94186--94188 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [900] [901] [902] [903] [904] [905] Underfull \hbox (badness 10000) in paragraph at lines 94945--94948 []\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 94945--94948 \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 94950--94953 []\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 94950--94953 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [906] [907] [908] [909] [910] [911] [912] [913] [914] Underfull \hbox (badness 10000) in paragraph at lines 96067--96070 []\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 96072--96075 []\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 96145--96151 \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 96145--96151 \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, [915] Underfull \hbox (badness 10000) in paragraph at lines 96161--96164 []\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 96166--96169 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [916] [917] [918] [919] [920] [921] [922] [923] [924] [925] [926] Chapter 41. [927] [928] [929] [930] [931] [932] [933] [934] Chapter 42. [935] [936] [937] [938] Chapter 43. [939] [940] [941] [942] [943] [944] Chapter 44. [945] [946] Chapter 45. [947] [948] [949] [950] [951] [952] [953] [954] [955] [956] Overfull \vbox (1.64996pt too high) detected at line 101486 [957] [958] [959] [960] [961] [962] Chapter 46. [963] Underfull \hbox (badness 10000) in paragraph at lines 102358--102360 []\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 [964] [965] [966] [967] [968] [969] Underfull \hbox (badness 10000) in paragraph at lines 102992--102998 \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 102992--102998 \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 103076--103083 []\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 103076--103083 \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 103076--103083 \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 [970] Underfull \hbox (badness 10000) in paragraph at lines 103085--103089 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [971] [972] Underfull \hbox (badness 7888) in paragraph at lines 103315--103322 \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 103315--103322 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 103338--103344 \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 103338--103344 \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. [973] [974] Underfull \hbox (badness 10000) in paragraph at lines 103540--103546 \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 103540--103546 \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 103586--103588 []\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 , [975] [976] Underfull \hbox (badness 10000) in paragraph at lines 103803--103811 []\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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 103803--103811 \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 [977] [978] [979] [980] Underfull \hbox (badness 10000) in paragraph at lines 104161--104163 []\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 104200--104203 []\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 [981] Underfull \hbox (badness 10000) in paragraph at lines 104255--104257 []\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 [982] Underfull \hbox (badness 10000) in paragraph at lines 104320--104326 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [983] [984] Overfull \hbox (0.89392pt too wide) in paragraph at lines 104604--104608 []\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 , [985] [986] [987] [988] [989] [990] [991] [992] [993] Underfull \hbox (badness 10000) in paragraph at lines 105694--105703 []\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 [994] Underfull \hbox (badness 10000) in paragraph at lines 105793--105798 []\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 105793--105798 [][]\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 105810--105813 \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 [995] [996] Underfull \hbox (badness 10000) in paragraph at lines 106012--106017 \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 [997] Underfull \hbox (badness 10000) in paragraph at lines 106190--106195 \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 106190--106195 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [998] Underfull \hbox (badness 10000) in paragraph at lines 106235--106240 \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 [999] [1000] [1001] Underfull \hbox (badness 10000) in paragraph at lines 106629--106635 []\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 106629--106635 \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 , [1002] Underfull \hbox (badness 10000) in paragraph at lines 106648--106655 []\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 106648--106655 \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 106648--106655 \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 106657--106661 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 106692--106696 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1003] Underfull \hbox (badness 10000) in paragraph at lines 106818--106821 []\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 106818--106821 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [1004] [1005] [1006] Underfull \hbox (badness 10000) in paragraph at lines 107112--107114 []\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. [1007] [1008] [1009] Underfull \hbox (badness 10000) in paragraph at lines 107613--107620 []\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 107613--107620 \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 107613--107620 \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 [1010] [1011] Underfull \hbox (badness 10000) in paragraph at lines 107821--107827 []\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 107832--107837 \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 [1012] [1013] Underfull \hbox (badness 6364) in paragraph at lines 108036--108039 []\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 [1014] Underfull \hbox (badness 10000) in paragraph at lines 108107--108113 []\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 108107--108113 \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 108126--108133 []\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 108126--108133 \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 108141--108143 []\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 108145--108147 []\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 [1015] Underfull \hbox (badness 10000) in paragraph at lines 108190--108194 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1016] [1017] Underfull \hbox (badness 10000) in paragraph at lines 108599--108602 []\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 108609--108612 []\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 , [1018] Underfull \hbox (badness 10000) in paragraph at lines 108620--108623 []\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 108620--108623 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1019] Underfull \hbox (badness 6927) in paragraph at lines 108737--108740 []\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 [1020] [1021] Underfull \hbox (badness 10000) in paragraph at lines 108911--108916 []\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 , [1022] Underfull \hbox (badness 10000) in paragraph at lines 109053--109055 []\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 [1023] Underfull \hbox (badness 10000) in paragraph at lines 109132--109135 []\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 109132--109135 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1024] [1025] Underfull \hbox (badness 6927) in paragraph at lines 109305--109308 []\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 [1026] [1027] [1028] [1029] [1030] Underfull \hbox (badness 10000) in paragraph at lines 109952--109955 []\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 109952--109955 \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. [1031] [1032] Underfull \hbox (badness 5741) in paragraph at lines 110171--110179 \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 [1033] [1034] [1035] [1036] [1037] [1038] [1039] [1040] Underfull \hbox (badness 10000) in paragraph at lines 111420--111422 []\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 [1041] [1042] [1043] [1044] [1045] [1046] [1047] [1048] Chapter 47. [1049] Underfull \vbox (badness 10000) detected at line 112340 [1050] Underfull \hbox (badness 10000) in paragraph at lines 112421--112425 []\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 112421--112425 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1051] [1052] [1053] [1054] Chapter 48. [1055] [1056] Underfull \hbox (badness 7099) in paragraph at lines 113115--113118 []\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 , [1057] Underfull \hbox (badness 7099) in paragraph at lines 113157--113160 []\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 , [1058] [1059] [1060] [1061] [1062] Chapter 49. [1063] [1064] [1065] [1066] [1067] [1068] [1069] [1070] [1071] [1072] [1073] [1074] [1075] [1076] [1077] Underfull \hbox (badness 10000) in paragraph at lines 115678--115680 []\T1/txtt/bx/n/10 datasource_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[Dataso urceDataWarehouseInfo\T1/qtm/m/n/10 , [1078] [1079] [1080] [1081] [1082] Chapter 50. [1083] [1084] Chapter 51. [1085] [1086] [1087] [1088] [1089] [1090] [1091] [1092] [1093] [1094] Chapter 52. [1095] Underfull \hbox (badness 10000) in paragraph at lines 117590--117592 []\T1/qtm/m/n/10 Fixed an is-sue which caused an er-ror when Fea-ture Lists had an empty de-scrip-tion in Underfull \hbox (badness 10000) in paragraph at lines 117594--117596 []\T1/qtm/m/n/10 Fixed de-se-ri-al-iza-tion of \T1/txtt/m/n/10 ProjectOptions \ T1/qtm/m/n/10 when load-ing project op-tions from the server: Underfull \hbox (badness 10000) in paragraph at lines 117594--117596 \T1/txtt/m/n/10 feature_engineering_prediction_point\T1/qtm/m/n/10 , \T1/txtt/m /n/10 user_partition_col\T1/qtm/m/n/10 , and each en-try in [1096] [1097] Underfull \hbox (badness 10000) in paragraph at lines 117843--117846 []\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 [1098] Underfull \hbox (badness 10000) in paragraph at lines 117920--117923 []\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 117920--117923 \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. [1099] Underfull \hbox (badness 10000) in paragraph at lines 118039--118041 []\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 118055--118057 []\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. [1100] Underfull \hbox (badness 10000) in paragraph at lines 118143--118145 []\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 118147--118149 []\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 [1101] Underfull \hbox (badness 8038) in paragraph at lines 118239--118241 []\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 [1102] Underfull \hbox (badness 10000) in paragraph at lines 118275--118277 []\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 [1103] Underfull \hbox (badness 10000) in paragraph at lines 118374--118376 []\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 118374--118376 \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 118374--118376 \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 118374--118376 \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 [1104] Overfull \hbox (1.74904pt too wide) in paragraph at lines 118521--118523 []\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 118570--118572 []\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 [1105] Underfull \hbox (badness 10000) in paragraph at lines 118607--118609 []\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 [1106] Underfull \hbox (badness 10000) in paragraph at lines 118782--118784 []\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 [1107] Underfull \hbox (badness 10000) in paragraph at lines 118830--118832 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude pa-ram-e-ter: `fea- Underfull \hbox (badness 10000) in paragraph at lines 118842--118845 []\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 118842--118845 [][]\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 118847--118849 []\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 [1108] Underfull \hbox (badness 10000) in paragraph at lines 118917--118919 []\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu stomModelLLMValidation.list\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 118930--118932 []\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 [1109] [1110] [1111] Underfull \hbox (badness 10000) in paragraph at lines 119342--119345 []\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 119408--119410 []\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 [1112] Underfull \hbox (badness 10000) in paragraph at lines 119486--119488 []\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 119495--119502 []\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 [1113] Underfull \hbox (badness 10000) in paragraph at lines 119522--119524 []\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. Underfull \hbox (badness 10000) in paragraph at lines 119542--119544 []\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 119604--119606 []\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' [1114] Underfull \hbox (badness 10000) in paragraph at lines 119667--119670 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1115] Underfull \hbox (badness 10000) in paragraph at lines 119838--119841 []\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 [1116] Underfull \hbox (badness 10000) in paragraph at lines 119968--119970 []\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 [1117] Underfull \hbox (badness 10000) in paragraph at lines 120107--120111 []\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: [1118] Underfull \hbox (badness 10000) in paragraph at lines 120187--120189 [][][]\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 [1119] Underfull \hbox (badness 10000) in paragraph at lines 120262--120265 []\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 120262--120265 \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 120334--120336 []\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. [1120] [1121] Underfull \hbox (badness 10000) in paragraph at lines 120494--120496 []\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. [1122] [1123] [1124] Underfull \hbox (badness 10000) in paragraph at lines 120849--120851 []\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. [1125] [1126] Underfull \hbox (badness 10000) in paragraph at lines 121076--121078 \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 [1127] [1128] [1129] Underfull \hbox (badness 10000) in paragraph at lines 121533--121535 []\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 121537--121539 []\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 121541--121543 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1130] Underfull \hbox (badness 10000) in paragraph at lines 121716--121718 []\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 121740--121742 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1131] [1132] Underfull \hbox (badness 10000) in paragraph at lines 121869--121872 []\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 121879--121882 []\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 121894--121897 []\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 121899--121902 []\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. [1133] Underfull \hbox (badness 10000) in paragraph at lines 122061--122065 []\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 122061--122065 [][]\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 122067--122072 []\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 122067--122072 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1134] Underfull \hbox (badness 10000) in paragraph at lines 122177--122179 []\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 [1135] [1136] [1137] Underfull \hbox (badness 10000) in paragraph at lines 122462--122465 []\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 122467--122469 []\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 122550--122552 [][][]\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 122554--122556 [][][]\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 [1138] Underfull \hbox (badness 6364) in paragraph at lines 122586--122588 []\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. [1139] Underfull \hbox (badness 10000) in paragraph at lines 122709--122716 []\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 122709--122716 [][]\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 [1140] Underfull \hbox (badness 10000) in paragraph at lines 122909--122911 []\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 122927--122930 []\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 [1141] [1142] Underfull \hbox (badness 10000) in paragraph at lines 123179--123182 []\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 , [1143] Underfull \hbox (badness 6268) in paragraph at lines 123280--123283 []\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 123315--123319 []\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 [1144] Underfull \hbox (badness 10000) in paragraph at lines 123325--123333 []\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 123325--123333 \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 123325--123333 \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 123325--123333 \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 123325--123333 \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 123325--123333 [][]\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. [1145] Underfull \hbox (badness 10000) in paragraph at lines 123475--123478 []\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 123551--123554 []\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. [1146] [1147] Underfull \hbox (badness 10000) in paragraph at lines 123796--123799 []\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 123801--123804 []\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. [1148] Underfull \hbox (badness 7907) in paragraph at lines 123972--123977 []\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: [1149] Underfull \hbox (badness 10000) in paragraph at lines 124014--124017 []\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 124090--124095 []\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 124090--124095 \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. [1150] Underfull \hbox (badness 10000) in paragraph at lines 124115--124123 [][]\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 124115--124123 \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 124191--124194 []\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 124196--124202 []\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 124196--124202 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1151] Underfull \hbox (badness 10000) in paragraph at lines 124226--124233 []\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 124226--124233 \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 , [1152] Underfull \hbox (badness 8170) in paragraph at lines 124362--124365 []\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 124367--124370 \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 [1153] Underfull \hbox (badness 10000) in paragraph at lines 124450--124455 []\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 124475--124477 []\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 124554--124558 []\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 [1154] Underfull \hbox (badness 10000) in paragraph at lines 124597--124600 []\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: [1155] Underfull \hbox (badness 10000) in paragraph at lines 124740--124749 []\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 124751--124758 []\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. [1156] [1157] Underfull \hbox (badness 10000) in paragraph at lines 124942--124946 []\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 124980--124985 []\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 125000--125004 []\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 125000--125004 [][]\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 125024--125026 []\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 . [1158] [1159] Underfull \hbox (badness 10000) in paragraph at lines 125268--125272 []\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. [1160] Underfull \hbox (badness 10000) in paragraph at lines 125341--125343 []\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 125341--125343 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. Overfull \hbox (7.70421pt too wide) in paragraph at lines 125374--125376 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 125394--125397 []\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. [1161] Underfull \hbox (badness 7925) in paragraph at lines 125431--125433 []\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 125439--125444 []\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 [1162] Underfull \hbox (badness 10000) in paragraph at lines 125530--125532 []\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 125530--125532 \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 [1163] Underfull \hbox (badness 7451) in paragraph at lines 125619--125622 []\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 125619--125622 \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 [1164] [1165] Underfull \hbox (badness 10000) in paragraph at lines 125826--125835 []\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 125826--125835 [][]\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 125865--125867 [][][]\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 [1166] Underfull \hbox (badness 10000) in paragraph at lines 125987--125990 []\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 126006--126011 []\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 126006--126011 \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. [1167] Underfull \hbox (badness 10000) in paragraph at lines 126037--126041 []\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 126130--126138 []\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 126130--126138 \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 [1168] Underfull \hbox (badness 10000) in paragraph at lines 126153--126156 []\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 126163--126165 []\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 126205--126209 [][][]\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. [1169] Underfull \hbox (badness 10000) in paragraph at lines 126322--126326 []\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 126322--126326 \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 126342--126346 []\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. [1170] Underfull \hbox (badness 5302) in paragraph at lines 126368--126372 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1171] [1172] Underfull \hbox (badness 10000) in paragraph at lines 126642--126645 []\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. [1173] [1174] Underfull \hbox (badness 10000) in paragraph at lines 126835--126837 []\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, [1175] Underfull \hbox (badness 10000) in paragraph at lines 126939--126943 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1176] Underfull \hbox (badness 6268) in paragraph at lines 127054--127058 []\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. [1177] [1178] Underfull \hbox (badness 10000) in paragraph at lines 127190--127192 []\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. [1179] [1180] [1181] Underfull \hbox (badness 6016) in paragraph at lines 127533--127537 []\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 127553--127558 []\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 127624--127627 []\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 [1182] [1183] [1184] [1185] [1186] (./datarobot-public-api-client.ind [1187] [1188] [1189] Underfull \hbox (badness 10000) in paragraph at lines 88--90 []\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 140--142 []\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 142--144 []\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 ), [1190] [1191] Underfull \hbox (badness 10000) in paragraph at lines 321--323 []\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 ), [1192] Underfull \hbox (badness 10000) in paragraph at lines 329--331 []\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 Underfull \hbox (badness 10000) in paragraph at lines 351--353 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimen tal.models.user_mcp_server_deployment.PromptInUserMCPServerDeployment Underfull \hbox (badness 10000) in paragraph at lines 353--355 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimen tal.models.user_mcp_server_deployment.ResourceInUserMCPServerDeployment [1193] Underfull \hbox (badness 10000) in paragraph at lines 417--419 []\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 419--421 []\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 439--441 []\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 [1194] [1195] [1196] [1197] Underfull \hbox (badness 10000) in paragraph at lines 801--803 []\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimen tal.models.user_mcp_server_deployment.PromptInUserMCPServerDeployment Underfull \hbox (badness 10000) in paragraph at lines 803--805 []\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimen tal.models.user_mcp_server_deployment.ResourceInUserMCPServerDeployment Underfull \hbox (badness 10000) in paragraph at lines 805--807 []\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimen tal.models.user_mcp_server_deployment.ToolInUserMCPServerDeployment [1198] Underfull \hbox (badness 10000) in paragraph at lines 860--862 []\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 [1199] [1200] Underfull \hbox (badness 6978) in paragraph at lines 1046--1048 []\T1/txtt/m/n/10 EnumAPIRepresentationConverter \T1/qtm/m/n/10 (\T1/qtm/m/it/1 0 class in datarobot._experimental.models.user_mcp_server_deployment\T1/qtm/m/n /10 ), Overfull \hbox (6.44446pt too wide) in paragraph at lines 1050--1052 []\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 ), [1201] Underfull \hbox (badness 10000) in paragraph at lines 1147--1149 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview Overfull \hbox (7.36485pt too wide) in paragraph at lines 1164--1166 []\T1/txtt/m/n/10 from_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experi mental.models.user_mcp_server_deployment.ResourceInUserMCPServerDeployment Underfull \hbox (badness 10000) in paragraph at lines 1166--1168 []\T1/txtt/m/n/10 from_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experi mental.models.user_mcp_server_deployment.ToolInUserMCPServerDeployment Underfull \hbox (badness 10000) in paragraph at lines 1168--1170 []\T1/txtt/m/n/10 from_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experi mental.models.user_mcp_server_version.PromptInUserMCPServerVersion class [1202] Underfull \hbox (badness 10000) in paragraph at lines 1172--1174 []\T1/txtt/m/n/10 from_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experi mental.models.user_mcp_server_version.ToolInUserMCPServerVersion class Overfull \hbox (36.90474pt too wide) in paragraph at lines 1228--1230 []\T1/txtt/m/n/10 from_server_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot. _experimental.models.user_mcp_server_deployment.PromptInUserMCPServerDeployment Overfull \hbox (44.11475pt too wide) in paragraph at lines 1230--1232 []\T1/txtt/m/n/10 from_server_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot. _experimental.models.user_mcp_server_deployment.ResourceInUserMCPServerDeployme nt Overfull \hbox (24.79471pt too wide) in paragraph at lines 1232--1234 []\T1/txtt/m/n/10 from_server_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot. _experimental.models.user_mcp_server_deployment.ToolInUserMCPServerDeployment Overfull \hbox (1.98471pt too wide) in paragraph at lines 1234--1236 []\T1/txtt/m/n/10 from_server_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot. _experimental.models.user_mcp_server_version.PromptInUserMCPServerVersion Overfull \hbox (9.19472pt too wide) in paragraph at lines 1236--1238 []\T1/txtt/m/n/10 from_server_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot. _experimental.models.user_mcp_server_version.ResourceInUserMCPServerVersion Underfull \hbox (badness 10000) in paragraph at lines 1238--1240 []\T1/txtt/m/n/10 from_server_data() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot. _experimental.models.user_mcp_server_version.ToolInUserMCPServerVersion [1203] [1204] [1205] [1206] [1207] [1208] Underfull \hbox (badness 10000) in paragraph at lines 1701--1703 []\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 1703--1705 []\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 Underfull \hbox (badness 10000) in paragraph at lines 1735--1737 []\T1/txtt/m/n/10 get_closest_data_for_featurelist() \T1/qtm/m/n/10 (\T1/qtm/m/ it/10 datarobot._experimental.models.data_matching.DataMatching Underfull \hbox (badness 10000) in paragraph at lines 1784--1786 []\T1/txtt/m/n/10 get_datasource_definition() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 d atarobot._experimental.models.chunking_service.DatasetChunkDefinition [1209] Overfull \hbox (51.0944pt too wide) in paragraph at lines 1800--1802 []\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 1819--1821 []\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 [1210] [1211] [1212] [1213] [1214] Underfull \hbox (badness 10000) in paragraph at lines 2286--2288 []\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 [1215] Underfull \hbox (badness 10000) in paragraph at lines 2438--2440 []\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- [1216] [1217] Underfull \hbox (badness 10000) in paragraph at lines 2531--2533 []\T1/txtt/m/n/10 list() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimenta l.models.user_mcp_server_deployment.ResourceInUserMCPServerDeployment Underfull \hbox (badness 10000) in paragraph at lines 2533--2535 []\T1/txtt/m/n/10 list() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimenta l.models.user_mcp_server_deployment.ToolInUserMCPServerDeployment class Underfull \hbox (badness 10000) in paragraph at lines 2537--2539 []\T1/txtt/m/n/10 list() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot._experimenta l.models.user_mcp_server_version.ResourceInUserMCPServerVersion class [1218] [1219] Underfull \hbox (badness 10000) in paragraph at lines 2715--2717 []\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 2722--2724 []\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 [1220] [1221] Overfull \hbox (33.2344pt too wide) in paragraph at lines 2887--2889 []\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 [1222] Underfull \hbox (badness 10000) in paragraph at lines 2987--2989 []\T1/txtt/m/n/10 patch_validation_dates() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot._experimental.models.chunking_service.DatasetChunkDefinition class [1223] [1224] [1225] [1226] [1227] [1228] [1229] [1230] [1231] Overfull \hbox (18.81442pt too wide) in paragraph at lines 3753--3755 []\T1/txtt/m/n/10 TypeOfPromptInUserMCPServerDeployment \T1/qtm/m/n/10 (\T1/qtm /m/it/10 class in datarobot._experimental.models.user_mcp_server_deployment\T1/ qtm/m/n/10 ), Overfull \hbox (29.31439pt too wide) in paragraph at lines 3757--3759 []\T1/txtt/m/n/10 TypeOfResourceInUserMCPServerDeployment \T1/qtm/m/n/10 (\T1/q tm/m/it/10 class in datarobot._experimental.models.user_mcp_server_deployment\T 1/qtm/m/n/10 ), Overfull \hbox (8.31445pt too wide) in paragraph at lines 3761--3763 []\T1/txtt/m/n/10 TypeOfToolInUserMCPServerDeployment \T1/qtm/m/n/10 (\T1/qtm/m /it/10 class in datarobot._experimental.models.user_mcp_server_deployment\T1/qt m/m/n/10 ), [1232] [1233] Underfull \hbox (badness 7722) in paragraph at lines 3983--3985 []\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 [1234]) [1235] (./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 (1243 pages, 5122282 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