Read the Docs build information Build id: 4109492 Project: datarobot-public-api-client Version: early-access Commit: 67955939931b303bc31f8b1402bef5c50d6fe2dd Date: 2026-06-15T17:56:28.518894Z State: finished Success: True [rtd-command-info] start-time: 2026-06-15T17:56:29.315865Z, end-time: 2026-06-15T17:56:32.217919Z, duration: 2, exit-code: 0 git clone --depth 1 git@github.com:datarobot/public_api_client.git . Cloning into '.'... Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2026-06-15T17:56:32.295961Z, end-time: 2026-06-15T17:56:35.187222Z, 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] v3.16.0rc0 -> v3.16.0rc0 [rtd-command-info] start-time: 2026-06-15T17:56:36.254583Z, end-time: 2026-06-15T17:56:36.859340Z, duration: 0, exit-code: 0 git checkout --force 67955939931b303bc31f8b1402bef5c50d6fe2dd Note: switching to '67955939931b303bc31f8b1402bef5c50d6fe2dd'. 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 6795593 [CFX-6439] Remove two more file-level ignore entries for mypy errors (#4091) [rtd-command-info] start-time: 2026-06-15T17:56:36.936208Z, end-time: 2026-06-15T17:56:36.978860Z, 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: 2026-06-15T17:56:42.282893Z, end-time: 2026-06-15T17:56:42.341713Z, duration: 0, exit-code: 0 asdf global python 3.11.14 [rtd-command-info] start-time: 2026-06-15T17:56:42.704814Z, end-time: 2026-06-15T17:56:43.309947Z, duration: 0, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.11.14.final.0-64 in 364ms 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: 2026-06-15T17:56:43.395986Z, end-time: 2026-06-15T17:56:48.036687Z, 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-26.1.2-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 17.8 MB/s eta 0:00:00 Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (67.6.1) Collecting setuptools Downloading setuptools-82.0.1-py3-none-any.whl (1.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.0/1.0 MB 31.6 MB/s eta 0:00:00 Installing collected packages: setuptools, pip Attempting uninstall: setuptools Found existing installation: setuptools 67.6.1 Uninstalling setuptools-67.6.1: Successfully uninstalled setuptools-67.6.1 Attempting uninstall: pip Found existing installation: pip 23.1 Uninstalling pip-23.1: Successfully uninstalled pip-23.1 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idna-3.18-py3-none-any.whl (65 kB) Downloading urllib3-2.7.0-py3-none-any.whl (131 kB) Downloading certifi-2026.5.20-py3-none-any.whl (134 kB) Downloading roman_numerals-4.1.0-py3-none-any.whl (7.7 kB) Downloading snowballstemmer-3.1.1-py3-none-any.whl (104 kB) Downloading sphinxcontrib_applehelp-2.0.0-py3-none-any.whl (119 kB) Downloading sphinxcontrib_devhelp-2.0.0-py3-none-any.whl (82 kB) Downloading sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl (98 kB) Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl (5.1 kB) Downloading sphinxcontrib_qthelp-2.0.0-py3-none-any.whl (88 kB) Downloading sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl (92 kB) Installing collected packages: urllib3, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, snowballstemmer, roman-numerals, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset_normalizer, certifi, babel, alabaster, requests, Jinja2, sphinx Successfully installed Jinja2-3.1.6 MarkupSafe-3.0.3 Pygments-2.20.0 alabaster-1.0.0 babel-2.18.0 certifi-2026.5.20 charset_normalizer-3.4.7 docutils-0.22.4 idna-3.18 imagesize-2.0.0 packaging-26.2 requests-2.34.2 roman-numerals-4.1.0 snowballstemmer-3.1.1 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: 2026-06-15T17:56:52.868351Z, end-time: 2026-06-15T17:57:37.137198Z, duration: 44, 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==3.17.0.dev0) 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==3.17.0.dev0) Downloading numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (6.6 kB) Collecting pyyaml>=3.11 (from datarobot==3.17.0.dev0) 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==3.17.0.dev0) (2.34.2) Collecting requests_toolbelt>=0.6 (from datarobot==3.17.0.dev0) Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl.metadata (14 kB) Collecting trafaret!=1.1.0,<2.2,>=0.7 (from datarobot==3.17.0.dev0) Downloading trafaret-2.1.1-py3-none-any.whl.metadata (5.3 kB) Requirement already satisfied: urllib3>=1.23 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.17.0.dev0) (2.7.0) Collecting typing-extensions<5,>=4.3.0 (from datarobot==3.17.0.dev0) Downloading typing_extensions-4.15.0-py3-none-any.whl.metadata (3.3 kB) Collecting strenum>=0.4.15 (from datarobot==3.17.0.dev0) Downloading StrEnum-0.4.15-py3-none-any.whl.metadata (5.3 kB) Collecting pytz>=2020.1 (from datarobot==3.17.0.dev0) Downloading pytz-2026.2-py2.py3-none-any.whl.metadata (22 kB) Collecting python-dateutil>=2.8.2 (from datarobot==3.17.0.dev0) Downloading 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datarobot==3.17.0.dev0) Downloading mypy-1.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.metadata (2.1 kB) Collecting types-PyYAML==6.0.12 (from datarobot==3.17.0.dev0) Downloading types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB) Collecting types-python-dateutil==2.8.19 (from datarobot==3.17.0.dev0) Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB) Collecting types-pytz==2022.2.1.0 (from datarobot==3.17.0.dev0) Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB) Collecting types-requests==2.28.11 (from datarobot==3.17.0.dev0) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.17.0.dev0) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Collecting types-decorator==5.1.8 (from datarobot==3.17.0.dev0) Downloading types_decorator-5.1.8-py3-none-any.whl.metadata (1.2 kB) Collecting pydantic-settings>=2.2.0 (from 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jupyterlab-pygments (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.17.0.dev0) Downloading jupyterlab_pygments-0.3.0-py3-none-any.whl.metadata (4.4 kB) Collecting mistune<4,>=2.0.3 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.17.0.dev0) Downloading mistune-3.2.1-py3-none-any.whl.metadata (1.9 kB) Collecting nbclient>=0.5.0 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.17.0.dev0) Downloading nbclient-0.11.0-py3-none-any.whl.metadata (7.3 kB) Collecting pandocfilters>=1.4.1 (from nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.17.0.dev0) Downloading pandocfilters-1.5.1-py2.py3-none-any.whl.metadata (9.0 kB) Collecting webencodings (from bleach!=5.0.0->bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.17.0.dev0) Downloading webencodings-0.5.1-py2.py3-none-any.whl.metadata (2.1 kB) Collecting tinycss2>=1.1.0 (from bleach[css]!=5.0.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.17.0.dev0) Downloading 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requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting jupyter_highlight_selected_word>=0.1.1 (from jupyter_contrib_nbextensions->datarobot==3.17.0.dev0) 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==3.17.0.dev0) 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==3.17.0.dev0) Downloading notebook-7.5.7-py3-none-any.whl.metadata (10 kB) Collecting lxml (from jupyter_contrib_nbextensions->datarobot==3.17.0.dev0) Downloading lxml-6.1.1-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (3.5 kB) Collecting jupyter-server (from 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tzdata-2026.2-py2.py3-none-any.whl (349 kB) Downloading uri_template-1.3.0-py3-none-any.whl (11 kB) Downloading wcwidth-0.8.1-py3-none-any.whl (323 kB) Building wheels for collected packages: datarobot, jupyter_contrib_nbextensions, jupyter_contrib_core Building wheel for datarobot (pyproject.toml): started Building wheel for datarobot (pyproject.toml): finished with status 'done' Created wheel for datarobot: filename=datarobot-3.17.0.dev0-py3-none-any.whl size=1475186 sha256=25dc858c72be4509444d971bffff940d4017a9103dc9b97952a2bfa01d47e61f Stored in directory: /tmp/pip-ephem-wheel-cache-digr4jbj/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=6333c1876aa6d2dbdb205d0dd90879522c32a733836bbdbead0ee2345f43fb01 Stored in directory: /tmp/pip-ephem-wheel-cache-digr4jbj/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=887fead8c78a7218a4db449952c350217559ed73223115bdb25020b522c6c8f1 Stored in directory: /tmp/pip-ephem-wheel-cache-digr4jbj/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-asyncio2, 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-0.9.3 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 beautifulsoup4-4.15.0 bleach-6.4.0 cffi-2.0.0 click-8.4.1 columnar-1.4.1 comm-0.2.3 coverage-7.14.1 cryptography-49.0.0 databricks-connect-16.1.7 databricks-sdk-0.117.0 datarobot-3.17.0.dev0 debugpy-1.8.21 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-2.54.0 googleapis-common-protos-1.75.0 grpcio-1.81.1 grpcio-status-1.81.1 h11-0.16.0 httpcore-1.0.9 httpx-0.28.1 iniconfig-2.3.0 ipykernel-7.3.0 ipython-9.14.1 ipython-pygments-lexers-1.1.1 ipython_genutils-0.2.0 isoduration-20.11.0 jedi-0.20.0 joserfc-1.7.1 json5-0.14.0 jsonpointer-3.1.1 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 jupyter-client-8.9.1 jupyter-core-5.9.1 jupyter-events-0.12.1 jupyter-lsp-2.3.1 jupyter-server-2.19.0 jupyter-server-terminals-0.5.4 jupyter_contrib_core-0.4.2 jupyter_contrib_nbextensions-0.7.0 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-4.5.8 jupyterlab-pygments-0.3.0 jupyterlab-server-2.28.0 lark-1.3.1 lxml-6.1.1 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-0.11.0 nbconvert-7.17.1 nbformat-5.10.4 nbsphinx-0.9.8 nest-asyncio2-1.7.2 notebook-7.5.7 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-4.10.0 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-0.9.38 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-2026.5.1 ruff-0.15.17 send2trash-2.1.0 six-1.17.0 sly-0.5 soupsieve-2.8.4 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 tinycss2-1.5.1 tomli-2.4.1 toolz-1.1.0 tornado-6.5.7 trafaret-2.1.1 traitlets-5.15.1 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-0.8.1 webcolors-25.10.0 webencodings-0.5.1 websocket-client-1.9.0 [rtd-command-info] start-time: 2026-06-15T17:57:37.294475Z, end-time: 2026-06-15T17:57:37.335711Z, 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", # opentelemetry-sdk is an optional extra — not installed in the docs build env. # sphinx_autodoc_typehints raises these two when it encounters the guarded import. "sphinx_autodoc_typehints.guarded_import", "sphinx_autodoc_typehints.forward_reference", ] # 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:class", "opentelemetry.sdk.resources.Resource"), ("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: 2026-06-15T17:57:37.413182Z, end-time: 2026-06-15T17:58:31.729335Z, duration: 54, exit-code: 0 python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v8.2.3 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. 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={'html_admonition', 'html_image', 'tasklist', 'strikethrough', 'replacements', 'colon_fence', 'attrs_inline', 'dollarmath', 'substitution', 'deflist', 'amsmath', 'smartquotes', 'fieldlist'}, 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 88 source files that are out of date updating environment: [new config] 88 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: 2026-06-15T17:58:31.817658Z, end-time: 2026-06-15T17:59:06.587752Z, duration: 34, exit-code: 0 python -m sphinx -T -b latex -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/pdf Running Sphinx v8.2.3 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. 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={'smartquotes', 'html_image', 'substitution', 'fieldlist', 'attrs_inline', 'strikethrough', 'amsmath', 'deflist', 'html_admonition', 'dollarmath', 'replacements', 'colon_fence', '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... 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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_3.17.0dev0_Docs.tex... index reference/index reference/data/index reference/data/dataset reference/data/database_connectivity reference/data/feature_discovery reference/modeling/index reference/modeling/project reference/modeling/model reference/modeling/blueprint reference/modeling/insights/index reference/modeling/insights/automated_documentation reference/modeling/insights/external_testset reference/modeling/insights/model_performance_insights reference/modeling/insights/prediction_explanations reference/modeling/insights/rating_table reference/modeling/insights/shap_insights reference/modeling/spec/index reference/modeling/spec/binary_data reference/modeling/spec/custom_task reference/modeling/spec/datetime_partition reference/modeling/spec/monotonic_constraints reference/modeling/spec/segmented_modeling reference/modeling/spec/time_series reference/modeling/spec/unsupervised_anomaly reference/modeling/spec/unsupervised_clustering reference/modeling/spec/visualai reference/modeling/job reference/modeling/prime reference/modeling/model_recommendation reference/predictions/index reference/predictions/predict_job reference/predictions/batch_predictions reference/mlops/index reference/mlops/deployment reference/mlops/data_exports reference/mlops/custom_metrics reference/mlops/custom_model reference/mlops/jobs reference/mlops/model_registry reference/mlops/key_values reference/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 app-framework 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 file-system 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 CHANGES resolving references... processing DataRobotPython_3.17.0dev0_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: 2026-06-15T17:59:07.236623Z, end-time: 2026-06-15T17:59:07.278299Z, 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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[5] LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f rom_url' on page 6 undefined on input line 231. Underfull \hbox (badness 10000) in paragraph at lines 230--233 []\T1/txtt/m/sl/10 Dataset.create_from_url \T1/qtm/m/n/10 takes CSV data from a URL. If you have set LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f rom_data_source' on page 6 undefined on input line 240. Underfull \hbox (badness 10000) in paragraph at lines 239--243 []\T1/txtt/m/sl/10 Dataset.create_from_data_source \T1/qtm/m/n/10 takes data fr om a data source. If you have set LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 6 undefined on input line 259. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create' on pa ge 6 undefined on input line 259. [6] [7] [8] LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 9 unde fined on input line 449. 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[23] LaTeX Warning: Hyper reference `projects:partitions-api' on page 24 undefined o n input line 1425. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 24 undefined on input line 1425. [24] LaTeX Warning: Hyper reference `projects:advanced-options-api' on page 25 undef ined on input line 1496. [25] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 26 undefined on input line 1513. [26] [27] [28] [29] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 30 und efined on input line 1837. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag e 30 undefined on input line 1852. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim e' on page 30 undefined on input line 1864. [30] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_models' o n page 31 undefined on input line 1877. [31] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get' on page 32 undefined on input line 1963. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.recommended_m odel' on page 32 undefined on input line 1980. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' on page 32 undefined on input line 1997. LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 32 undefin ed on input line 1999. LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 32 undefined on input line 2000. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v alidate' on page 32 undefined on input line 2022. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .score_backtests' on page 32 undefined on input line 2033. [32] [33] [34] Underfull \hbox (badness 10000) in paragraph at lines 2190--2192 []\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method Underfull \hbox (badness 10000) in paragraph at lines 2204--2209 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [35] LaTeX Warning: Hyper reference `datarobot-models:missing-values-report-api' on page 36 undefined on input line 2264. [36] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request _training_predictions' on page 37 undefined on input line 2365. LaTeX Warning: Hyper reference `reference/predictions/predict_job:training-pred ictions' on page 37 undefined on input line 2368. [37] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_adv anced_tuning_parameters' on page 38 undefined on input line 2397. [38] [39] [40] LaTeX Warning: Hyper reference `blueprints:datarobot.models.BlueprintTaskDocume nt' on page 41 undefined on input line 2595. [41] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag e 42 undefined on input line 2636. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim e' on page 42 undefined on input line 2637. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag e 42 undefined on input line 2648. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim e' on page 42 undefined on input line 2648. LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 42 undefin ed on input line 2650. 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Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/ 10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\ T1/qtm/m/n/10 , and [88] Underfull \hbox (badness 10000) in paragraph at lines 5918--5921 []\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s ), re-quest com-pute ex-ter-nal test on one of [89] [90] [91] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag e 92 undefined on input line 6202. [92] LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering :datarobot.models.model.ClusterInsight' on page 93 undefined on input line 6236 . LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 93 undefined on input line 6241. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 93 undefined on input line 6246. 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Type H for immediate help. ... l.6674 ...├── 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.6674 ...├── 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.6674 ...├── 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.6675 │ ├── … ! 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.6675 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. 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[124] Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 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day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in 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[180] [181] Overfull \vbox (2.67389pt too high) detected at line 12359 [182] [183] [184] Underfull \hbox (badness 10000) in paragraph at lines 12481--12484 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [185] [186] [187] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model_registr y.RegisteredModelListFilters' on page 188 undefined on input line 12738. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.model_registr y.RegisteredModelVersionsListFilters' on page 188 undefined on input line 12742 . Underfull \hbox (badness 10000) in paragraph at lines 12740--12743 []\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are re-turned by pass-ing an in-stance of the [188] [189] [190] [191] [192] LaTeX Warning: Hyper reference `reference/mlops/model_registry:model-registry' on page 193 undefined on input line 13060. 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LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati on.ImageAugmentationList' on page 292 undefined on input line 23124. [292] LaTeX Warning: Hyper reference `blueprints:datarobot.models.visualai.augmentati on.ImageAugmentationList' on page 293 undefined on input line 23213. [293] [294] Chapter 17. LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger' on page 295 undefined on input line 23417. [295] LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger' on page 296 undefined on input line 23466. LaTeX Warning: Hyper reference `challenger-models:datarobot.models.deployment.c hallenger.Challenger.list' on page 296 undefined on input line 23511. [296] [297] [298] Chapter 18. LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.compl iance_doc_template.ComplianceDocTemplate' on page 299 undefined on input line 2 3742. [299] Overfull \vbox (0.94989pt too high) detected at line 23912 [300] Underfull \vbox (badness 7522) detected at line 24032 Overfull \vbox (4.48987pt too high) detected at line 24032 [301] [302] LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom ated_documentation.AutomatedDocument' on page 303 undefined on input line 24116 . Underfull \hbox (badness 10000) in paragraph at lines 24122--24124 []\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains LaTeX Warning: Hyper reference `compliance-documentation:datarobot.models.autom ated_documentation.AutomatedDocument' on page 303 undefined on input line 24127 . Overfull \vbox (42.9599pt too high) detected at line 24196 [303] LaTeX Warning: Hyper reference `reference/modeling/insights/automated_documenta tion:automated-documentation-overview' on page 304 undefined on input line 2422 5. 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[315] LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag e 316 undefined on input line 25442. LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag e 316 undefined on input line 25501. [316] Underfull \hbox (badness 5475) in paragraph at lines 25547--25549 []\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 [317] [318] Chapter 20. [319] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric' on page 320 undefined on input line 25732. [320] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric' on page 321 undefined on input line 25786. LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric.list' on page 321 undefined on input line 25830. 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[339] [340] Chapter 21. Underfull \hbox (badness 5924) in paragraph at lines 27931--27936 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1 0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 341 undefined on input line 27945. [341] Underfull \hbox (badness 10000) in paragraph at lines 28000--28003 []\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 28000--28003 \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 28000--28003 \T1/qtm/m/n/10 pub-lic net-work. 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[346] Underfull \hbox (badness 10000) in paragraph at lines 28625--28630 []\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 28625--28630 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 28625--28630 \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 28669--28672 []\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 28669--28672 \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 28669--28672 \T1/qtm/m/n/10 pub-lic net-work. 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[349] Underfull \hbox (badness 10000) in paragraph at lines 29053--29056 []\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 29053--29056 \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 29053--29056 \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 , [350] LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 351 undefined on input line 29115. Underfull \hbox (badness 10000) in paragraph at lines 29164--29171 []\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 29164--29171 \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 29183--29193 []\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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29195--29198 []\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 29195--29198 \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 29195--29198 \T1/qtm/m/n/10 pub-lic net-work. 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[352] [353] Underfull \hbox (badness 10000) in paragraph at lines 29366--29373 []\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 29366--29373 \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 29385--29395 []\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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29402--29405 []\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 29402--29405 \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 29402--29405 \T1/qtm/m/n/10 pub-lic net-work. 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Underfull \hbox (badness 10000) in paragraph at lines 30843--30845 []\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 [364] LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer sion' on page 365 undefined on input line 30975. [365] LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 366 undefined on input line 30980. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36 6 undefined on input line 30984. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36 6 undefined on input line 30988. Underfull \hbox (badness 10000) in paragraph at lines 31016--31019 []\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 31016--31019 \T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. 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LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36 7 undefined on input line 31130. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36 7 undefined on input line 31166. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36 7 undefined on input line 31170. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36 7 undefined on input line 31197. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36 7 undefined on input line 31201. [367] [368] [369] [370] Chapter 22. [371] LaTeX Warning: Hyper reference `custom-applications:datarobot.CustomApplication ' on page 372 undefined on input line 31605. [372] [373] [374] Chapter 23. [375] LaTeX Warning: Hyper reference `custom-application-sources:datarobot.CustomAppl icationSource' on page 376 undefined on input line 31970. 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See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76837 \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.76837 \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.76837 \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.76838 \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.76838 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. 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[868] LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86 9 undefined on input line 89627. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86 9 undefined on input line 89631. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 86 9 undefined on input line 89662. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 86 9 undefined on input line 89666. [869] [870] Chapter 41. [871] LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 872 undefined on input line 89902. LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy.wait_for_completion' on page 872 undefined on input line 8990 3. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 872 undefined on input line 89909. 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LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 873 undefined on input line 89964. LaTeX Warning: Hyper reference `gen-syftr-search:datarobot.models.genai.syftr_s earch.SearchStudy' on page 873 undefined on input line 89995. [873] [874] Chapter 42. Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 []\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 90101--90113 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \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 90101--90113 \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, [875] [876] Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 []\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 90500--90510 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \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}, ... ] [877] [878] [879] Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 []\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 90845--90860 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \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. [880] [881] [882] [883] [884] [885] [886] [887] [888] [889] [890] [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 92940--92942 []\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. [894] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 895 undefined on input line 93034. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 895 undefined on input line 93082. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 895 undefined on input line 93124. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 895 undefined on input line 93145. [895] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 896 undefined on input line 93185. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord.list' on page 896 undefined on input line 93208. [896] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 897 undefined on input line 93378. [897] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 898 undefined on input line 93500. Underfull \hbox (badness 10000) in paragraph at lines 93620--93622 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [898] LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 899 undefined on input line 93668. [899] LaTeX Warning: Hyper reference `insights:datarobot.models.lift_chart.LiftChart' on page 900 undefined on input line 93755. [900] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 901 undefined on input line 93929. [901] [902] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS izeInfo' on page 903 undefined on input line 94084. [903] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 904 undefined on input line 94179. [904] Underfull \hbox (badness 10000) in paragraph at lines 94274--94277 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. 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[910] [911] [912] LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores.list' on page 913 undefined on input line 95249. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 913 undefined on input line 95348. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 913 undefined on input line 95352. [913] LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 914 undefined on input line 95388. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 914 undefined on input line 95392. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart.list' on p age 914 undefined on input line 95440. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 9 14 undefined on input line 95484. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 9 14 undefined on input line 95488. 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LaTeX Warning: Hyper reference `insights:datarobot.ExternalRocCurve' on page 91 5 undefined on input line 95655. [915] Underfull \hbox (badness 10000) in paragraph at lines 95739--95742 []\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 95739--95742 \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 95744--95747 []\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 95744--95747 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [916] LaTeX Warning: Hyper reference `insights:datarobot.models.FeatureAssociationMat rix' on page 917 undefined on input line 95764. 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A 1-72 char-ac- ter key that Underfull \hbox (badness 7759) in paragraph at lines 100606--100614 \T1/txtt/m/sl/10 MemorySessionDeduplicationError\T1/qtm/m/n/10 , which car-ries \T1/txtt/m/n/10 existing_session_id \T1/qtm/m/n/10 so LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session' on page 955 undefined on input line 100623. LaTeX Warning: Hyper reference `errors:datarobot.errors.MemorySessionDeduplicat ionError' on page 955 undefined on input line 100627. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session.list' on page 955 undefined on input line 100665. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session.list' on page 955 undefined on input line 100679. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session' on page 955 undefined on input line 100679. [955] LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session' on page 956 undefined on input line 100718. 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[959] [960] Chapter 47. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.enums.RunT ype' on page 961 undefined on input line 101243. [961] [962] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N otebook' on page 963 undefined on input line 101542. [963] [964] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.enums.Note bookStatus' on page 965 undefined on input line 101780. [965] LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 966 undefined on input line 101963. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.exceptions .KernelNotAssignedError' on page 966 undefined on input line 101970. [966] LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 967 undefined on input line 102029. LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 967 undefined on input line 102077. 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[983] LaTeX Warning: Hyper reference `projects:partitions-api' on page 984 undefined on input line 104142. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition ing_method' on page 984 undefined on input line 104144. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_ partitioning' on page 984 undefined on input line 104145. Underfull \hbox (badness 10000) in paragraph at lines 104141--104147 \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 104141--104147 \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 104225--104232 []\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 104225--104232 \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 104225--104232 \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 [984] Underfull \hbox (badness 10000) in paragraph at lines 104234--104238 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 985 undefined on input line 104251. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 985 undefined on input line 104256. 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Underfull \hbox (badness 10000) in paragraph at lines 104689--104695 \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 104735--104737 []\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 , [989] LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 990 undefined on input line 104762. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 990 undefined on input line 104767. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 990 undefined on input line 104772. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 990 undefined on input line 104776. 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Underfull \hbox (badness 10000) in paragraph at lines 104952--104960 []\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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . 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[994] Underfull \hbox (badness 10000) in paragraph at lines 105310--105312 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa taset' on page 995 undefined on input line 105326. LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError ' on page 995 undefined on input line 105331. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 995 undefined on input line 105335. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 995 undefined on input line 105340. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 995 undefined on input line 105345. 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Underfull \hbox (badness 10000) in paragraph at lines 108762--108769 []\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 108762--108769 \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 108762--108769 \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 [1024] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on page 1025 undefined on input line 108784. [1025] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1026 undefined on input line 108972. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat e' on page 1026 undefined on input line 108975. 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[1030] [1031] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1032 undefined on input line 109749. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat e' on page 1032 undefined on input line 109750. Underfull \hbox (badness 10000) in paragraph at lines 109748--109751 []\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 1032 undefined on input line 109754. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 1032 undefined on input line 109755. 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[1073] [1074] LaTeX Warning: Hyper reference `use-cases:datarobot.models.use_cases.use_case.U seCaseUser' on page 1075 undefined on input line 114686. [1075] [1076] Chapter 51. Underfull \hbox (badness 10000) in paragraph at lines 114707--114709 []\T1/qtm/m/n/10 Added the \T1/txtt/m/n/10 [pipelines] \T1/qtm/m/n/10 in-stall ex-tra for \T1/txtt/m/n/10 datarobot[]early[]access\T1/qtm/m/n/10 : \T1/txtt/m/ n/10 pip install LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec tor_database.SupportedOpenAIEmbeddingModel' on page 1077 undefined on input lin e 114712. LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.vec tor_database.SupportedEmbeddings' on page 1077 undefined on input line 114712. LaTeX Warning: Hyper reference `gen-vector-databases:datarobot.models.genai.ope nai_embedding_model_validation.OpenAIEmbeddingModelValidation' on page 1077 und efined on input line 114716. 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[1145] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_metrics' on page 1146 undefined on input line 122833. LaTeX Warning: Hyper reference `insights:datarobot.models.word_cloud.WordCloud. ngrams_per_class' on page 1146 undefined on input line 122850. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_target' o n page 1146 undefined on input line 122855. Underfull \hbox (badness 7925) in paragraph at lines 122854--122856 []\T1/qtm/m/n/10 Method \T1/txtt/m/sl/10 Project.set_target \T1/qtm/m/n/10 sup- port new op-tional pa-ram-e-ters \T1/txtt/m/n/10 featureEngineeringGraphs \T1/q tm/m/n/10 and LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase t' on page 1146 undefined on input line 122859. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase t_from_data_source' on page 1146 undefined on input line 122859. 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LaTeX Warning: Reference `errors:module-datarobot.errors' on page 1171 undefine d on input line 125359. LaTeX Warning: Reference `binary_data_helpers:module-datarobot.helpers.binary_d ata_utils' on page 1171 undefined on input line 125360. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1171 undefined on input line 125361. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.exception s' on page 1171 undefined on input line 125362. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.execution _environment' on page 1171 undefined on input line 125363. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.kernel' o n page 1171 undefined on input line 125364. LaTeX Warning: Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1171 undefined on input line 125365. 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LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.augmentat ion' on page 1171 undefined on input line 125373. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.images' o n page 1171 undefined on input line 125374. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.insights' on page 1171 undefined on input line 125375. No file datarobot-public-api-client.ind. [1171] (./datarobot-public-api-client.aux) LaTeX Warning: There were undefined references. LaTeX Warning: Label(s) may have changed. Rerun to get cross-references right. Package rerunfilecheck Warning: File `datarobot-public-api-client.out' has chan ged. (rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips /tex-gyre/q-ec.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/s hare/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.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 (1175 pages, 4697770 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 1171 undefined on input line 125360 Reference `blueprints:module-datarobot.models.visualai.augmentation' on page 1171 undefined on input line 125373 Reference `blueprints:module-datarobot.models.visualai.images' on page 1171 undefined on input line 125374 Reference `blueprints:module-datarobot.models.visualai.insights' on page 1171 undefined on input line 125375 Reference `client-setup:module-datarobot.client' on page 1171 undefined on input line 125358 Reference `errors:module-datarobot.errors' on page 1171 undefined on input line 125359 Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1171 undefined on input line 125361 Reference `notebooks:module-datarobot.models.notebooks.exceptions' on page 1171 undefined on input line 125362 Reference `notebooks:module-datarobot.models.notebooks.execution_environment' on page 1171 undefined on input line 125363 Reference `notebooks:module-datarobot.models.notebooks.kernel' on page 1171 undefined on input line 125364 Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1171 undefined on input line 125365 Reference `notebooks:module-datarobot.models.notebooks.revision' on page 1171 undefined on input line 125366 Reference `notebooks:module-datarobot.models.notebooks.scheduled_job' on page 1171 undefined on input line 125367 Reference `notebooks:module-datarobot.models.notebooks.scheduled_run' on page 1171 undefined on input line 125368 Reference `notebooks:module-datarobot.models.notebooks.session' on page 1171 undefined on input line 125369 Reference `notebooks:module-datarobot.models.notebooks.settings' on page 1171 undefined on input line 125370 Reference `notebooks:module-datarobot.models.notebooks.user' on page 1171 undefined on input line 125371 Reference `training_predictions:module-datarobot.models.training_predictions' on page 1171 undefined on input line 125372 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 (2242 entries accepted, 0 rejected). Sorting entries.......................done (28675 comparisons). Generating output file datarobot-public-api-client.ind......done (3838 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. 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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] Chapter 3. [23] [24] [25] [26] [27] [28] [29] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [30] [31] [32] [33] [34] Underfull \hbox (badness 10000) in paragraph at lines 2190--2192 []\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method Underfull \hbox (badness 10000) in paragraph at lines 2204--2209 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] Overfull \vbox (0.73009pt too high) detected at line 3056 [47] [48] [49] [50] Underfull \hbox (badness 10000) in paragraph at lines 3301--3307 []\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [51] [52] Overfull \vbox (0.52194pt too high) detected at line 3465 [53] [54] Overfull \vbox (0.93639pt too high) detected at line 3617 [55] [56] [57] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv [58] [59] [60] [61] [62] [63] [64] [65] [66] Underfull \hbox (badness 10000) in paragraph at lines 4410--4413 []\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne d by the [][]\T1/txtt/m/sl/10 partitioning_methods. [67] Underfull \hbox (badness 10000) in paragraph at lines 4483--4488 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1 0 and [68] Underfull \hbox (badness 10000) in paragraph at lines 4515--4520 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 4515--4520 [][]\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot[][]\T1/qtm/m/n/1 0 . You can also re-trieve the de-tailed meta-data us-ing [69] [70] [71] ! LaTeX Error: Unicode character 物 (U+7269) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} ! LaTeX Error: Unicode character 类 (U+7C7B) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [72] [73] [74] [75] [76] [77] Underfull \hbox (badness 10000) in paragraph at lines 5155--5158 [][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tings [78] Underfull \hbox (badness 6141) in paragraph at lines 5251--5258 []\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t he span of the ef-fec-tive Fea-ture Deriva- [79] [80] [81] Underfull \hbox (badness 10000) in paragraph at lines 5539--5544 []\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a [][]\T1/txt t/m/sl/10 DatetimeModel[][] \T1/qtm/m/n/10 us-ing the [][]\T1/txtt/m/sl/10 Date timeModel. [82] [83] [84] Underfull \vbox (badness 10000) detected at line 5733 Underfull \vbox (badness 10000) detected at line 5733 [85] [86] [87] Underfull \hbox (badness 7012) in paragraph at lines 5868--5871 []\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/ 10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\ T1/qtm/m/n/10 , and [88] Underfull \hbox (badness 10000) in paragraph at lines 5918--5921 []\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s ), re-quest com-pute ex-ter-nal test on one of [89] [90] [91] [92] [93] [94] [95] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── 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.6668 ├── 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.6668 ├── 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.6669 │   ├── 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.6669 │   ├── 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.6669 │   ├── 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.6669 │   ├── 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.6670 │   ├── 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.6670 │   ├── 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.6670 │   ├── 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.6670 │   ├── 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.6671 │   ├── … ! 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.6671 │   ├── … ! 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.6671 │   ├── … ! 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.6671 │   ├── … ! 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.6672 ├── 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.6672 ├── 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.6672 ├── 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.6673 ...├── 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.6673 ...├── 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.6673 ...├── 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.6673 ...├── 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.6674 ...├── 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.6674 ...├── 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.6674 ...├── 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.6674 ...├── 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.6675 │ ├── … ! 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.6675 │ ├── … ! 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.6675 │ ├── … ! 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.6675 │ ├── … [96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a ctivation_map2.png>] [100] [101 <./embeddings.png>] [102] [103] [104] Overfull \vbox (1.18929pt too high) detected at line 7230 [105] [106] [107] [108] Chapter 4. [109] Overfull \vbox (1.18929pt too high) detected at line 7574 [110] [111] [112] [113] [114] [115] [116] [117] [118] Overfull \vbox (1.27087pt too high) detected at line 8242 [119] [120] [121] [122] Overfull \vbox (0.53955pt too high) detected at line 8504 [123] Underfull \hbox (badness 6477) in paragraph at lines 8530--8535 []\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 8536--8538 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/ m/sl/10 datarobot.models.BatchPredictionJobDefinition. [124] Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8673--8676 \T1/qtm/m/n/10 such as [125] Overfull \vbox (676.10883pt too high) has occurred while \output is active [126] Underfull \hbox (badness 5832) in paragraph at lines 8684--8690 \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 8684--8690 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply [127] [128] Chapter 5. [129] [130] [131] [132] [133] [134] [135] [136] [137] [138] [139] [140] [141] [142] [143] Underfull \hbox (badness 10000) in paragraph at lines 9809--9813 \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGr antSharedRoleWithId[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.model s. [144] [145] [146] [147] [148] [149] [150] [151] Overfull \vbox (1.93637pt too high) detected at line 10339 [152] [153] [154] Underfull \hbox (badness 7415) in paragraph at lines 10503--10505 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. For model spe-cific met-rics set [155] [156] Underfull \hbox (badness 10000) in paragraph at lines 10591--10593 \T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset in the Data Reg-istry, use the [157] [158] [159] [160] [161] [162] [163] [164] Overfull \vbox (0.52194pt too high) detected at line 11270 [165] Underfull \hbox (badness 10000) in paragraph at lines 11316--11319 []\T1/qtm/m/n/10 Re-fer to [][]\T1/txtt/m/sl/10 ExecutionEnvironment[][] \T1/qt m/m/n/10 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and [166] [167] [168] Overfull \vbox (1.27087pt too high) detected at line 11517 [169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180] [181] Overfull \vbox (2.67389pt too high) detected at line 12359 [182] [183] [184] Underfull \hbox (badness 10000) in paragraph at lines 12481--12484 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12740--12743 []\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are re-turned by pass-ing an in-stance of the [188] [189] [190] [191] [192] [193] [194] [195] [196] Chapter 6. [197] [198] [199] [200] [201] [202] [203] [204] [205] [206] Chapter 7. [207] [208] [209] [210] Underfull \hbox (badness 10000) in paragraph at lines 14165--14168 []\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 [211] [212] Chapter 8. [213] [214] [215] [216] Chapter 9. [217] [218] Chapter 10. [219] [220] Chapter 11. [221] [222] [223] [224] Chapter 12. [225] [226] Chapter 13. [227] [228] [229] [230] [231] [232] [233] Overfull \vbox (1.75995pt too high) detected at line 16145 [234] [235] [236] Chapter 14. [237] [238] [239] [240] [241] [242] [243] Underfull \hbox (badness 10000) in paragraph at lines 17180--17183 []\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 17185--17188 []\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.: [244] Underfull \hbox (badness 10000) in paragraph at lines 17236--17239 []\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 17241--17244 []\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.: [245] Underfull \hbox (badness 10000) in paragraph at lines 17421--17423 []\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. [246] [247] [248] [249] [250] [251] [252] [253] [254] [255] Underfull \hbox (badness 10000) in paragraph at lines 18455--18457 \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 != [256] [257] [258] [259] [260] Chapter 15. Overfull \hbox (5.07387pt too wide) in paragraph at lines 19004--19004 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 19064--19064 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [261] Overfull \hbox (5.07387pt too wide) in paragraph at lines 19123--19123 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [262] [263] [264] Chapter 16. [265] [266] [267] Underfull \hbox (badness 10000) in paragraph at lines 19779--19781 []\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 19811--19813 []\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 , [268] [269] [270] [271] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20389--20391 []\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 ) [272] Underfull \hbox (badness 10000) in paragraph at lines 20450--20452 []\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 , [273] Underfull \hbox (badness 10000) in paragraph at lines 20542--20544 []\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 20595--20597 []\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 [274] Underfull \hbox (badness 10000) in paragraph at lines 20694--20697 []\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 [275] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20869--20871 []\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 ) [276] Underfull \hbox (badness 5711) in paragraph at lines 20995--20997 []\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 21034--21036 []\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 [277] [278] [279] Underfull \hbox (badness 10000) in paragraph at lines 21399--21404 []\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 21399--21404 \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 [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] [294] Chapter 17. [295] [296] [297] [298] Chapter 18. [299] Overfull \vbox (0.94989pt too high) detected at line 23912 [300] Underfull \vbox (badness 7522) detected at line 24032 Overfull \vbox (4.48987pt too high) detected at line 24032 [301] [302] Underfull \hbox (badness 10000) in paragraph at lines 24122--24124 []\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 24196 [303] [304] [305] [306] [307] [308] Chapter 19. [309] [310] [311] [312] [313] [314] [315] [316] Underfull \hbox (badness 5475) in paragraph at lines 25547--25549 []\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 [317] [318] Chapter 20. [319] [320] [321] Underfull \hbox (badness 5274) in paragraph at lines 25926--25928 []\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 [322] [323] [324] [325] Overfull \vbox (2.75995pt too high) detected at line 26262 [326] [327] [328] [329] [330] [331] [332] [333] Overfull \hbox (12.22389pt too wide) in paragraph at lines 27169--27171 []\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 ) [334] Underfull \hbox (badness 10000) in paragraph at lines 27274--27280 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [335] [336] [337] [338] [339] [340] Chapter 21. Underfull \hbox (badness 5924) in paragraph at lines 27931--27936 \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 , [341] Underfull \hbox (badness 10000) in paragraph at lines 28000--28003 []\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 28000--28003 \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 28000--28003 \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 28014--28016 []\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 [342] Underfull \hbox (badness 10000) in paragraph at lines 28188--28193 []\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 28188--28193 \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 28188--28193 \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 28188--28193 \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 ] [343] Underfull \hbox (badness 10000) in paragraph at lines 28230--28233 []\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 28230--28233 \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 28230--28233 \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 28244--28247 []\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 [344] Underfull \hbox (badness 10000) in paragraph at lines 28372--28375 []\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 [345] [346] Underfull \hbox (badness 10000) in paragraph at lines 28625--28630 []\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 28625--28630 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 28625--28630 \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 28669--28672 []\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 28669--28672 \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 28669--28672 \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 , [347] Underfull \hbox (badness 10000) in paragraph at lines 28721--28724 []\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 28721--28724 \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 28721--28724 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [348] [349] Underfull \hbox (badness 10000) in paragraph at lines 29053--29056 []\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 29053--29056 \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 29053--29056 \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 , [350] Underfull \hbox (badness 10000) in paragraph at lines 29164--29171 []\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 29164--29171 \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 29183--29193 []\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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29195--29198 []\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 29195--29198 \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 29195--29198 \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 , [351] [352] [353] Underfull \hbox (badness 10000) in paragraph at lines 29366--29373 []\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 29366--29373 \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 29385--29395 []\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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29402--29405 []\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 29402--29405 \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 29402--29405 \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 , [354] Overfull \vbox (67.73997pt too high) detected at line 29539 [355] [356] [357] [358] [359] [360] [361] [362] [363] Underfull \hbox (badness 10000) in paragraph at lines 30843--30845 []\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 [364] [365] Underfull \hbox (badness 10000) in paragraph at lines 31016--31019 []\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 31016--31019 \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 31016--31019 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [366] [367] [368] [369] [370] Chapter 22. [371] [372] [373] [374] Chapter 23. [375] [376] [377] [378] [379] [380] Chapter 24. [381] Underfull \hbox (badness 10000) in paragraph at lines 32582--32585 []\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- [382] [383] [384] [385] Underfull \hbox (badness 10000) in paragraph at lines 33109--33111 []\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: [386] Underfull \hbox (badness 10000) in paragraph at lines 33177--33179 []\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: [387] [388] [389] Overfull \vbox (27.92998pt too high) detected at line 33544 [390] [391] [392] [393] [394] [395] [396] Chapter 25. [397] [398] Chapter 26. [399] [400] Chapter 27. [401] [402] [403] [404] [405] [406] Underfull \hbox (badness 10000) in paragraph at lines 34928--34931 [] \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 34928--34931 \T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex- [407] [408] Chapter 28. [409] [410] [411] [412] [413] [414] [415] [416] [417] [418] Overfull \vbox (0.86002pt too high) detected at line 36371 [419] [420] [421] [422] [423] [424] Underfull \hbox (badness 10000) in paragraph at lines 37131--37138 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [425] [426] [427] [428] [429] [430] [431] [432] [433] [434] Chapter 29. [435] Overfull \vbox (18.5899pt too high) detected at line 38238 [436] [437] [438] [439] Underfull \hbox (badness 10000) in paragraph at lines 38498--38501 []\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 [440] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [441] [442] [443] [444] [445] [446] [447] [448] [449] [450] [451] [452] [453] [454] [455] [456] Underfull \hbox (badness 10000) in paragraph at lines 40273--40276 []\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 40273--40276 \T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports [457] [458] [459] [460] Underfull \vbox (badness 10000) detected at line 40629 Overfull \vbox (27.2299pt too high) detected at line 40629 [461] [462] [463] Underfull \vbox (badness 10000) detected at line 40887 Overfull \vbox (33.2399pt too high) detected at line 40887 [464] [465] [466] [467] [468] Chapter 30. [469] [470] [471] [472] Underfull \vbox (badness 10000) detected at line 41993 Overfull \vbox (66.0pt too high) detected at line 41993 [473] Overfull \vbox (0.89993pt too high) detected at line 42074 [474] [475] [476] Underfull \hbox (badness 10000) in paragraph at lines 42308--42310 []\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 [477] Underfull \hbox (badness 10000) in paragraph at lines 42460--42463 []\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 [478] [479] Underfull \hbox (badness 10000) in paragraph at lines 42702--42705 []\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 42711--42714 \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 [480] Underfull \hbox (badness 10000) in paragraph at lines 42837--42839 []\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 [481] [482] [483] [484] Underfull \hbox (badness 10000) in paragraph at lines 43456--43459 []\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 [485] Underfull \hbox (badness 10000) in paragraph at lines 43515--43519 []\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 [486] [487] [488] [489] Underfull \hbox (badness 10000) in paragraph at lines 43992--43995 \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 [490] Underfull \hbox (badness 10000) in paragraph at lines 44183--44188 []\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 44183--44188 [][]\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 [491] [492] [493] Underfull \hbox (badness 10000) in paragraph at lines 44488--44490 []\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 44524--44526 []\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 [494] [495] [496] Underfull \hbox (badness 10000) in paragraph at lines 44850--44859 []\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 [497] Underfull \hbox (badness 10000) in paragraph at lines 44919--44924 []\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 44919--44924 [][]\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 44932--44935 \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 [498] [499] [500] [501] [502] [503] [504] [505] [506] [507] Underfull \hbox (badness 10000) in paragraph at lines 46008--46010 []\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 [508] Underfull \hbox (badness 10000) in paragraph at lines 46160--46163 []\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 [509] [510] Underfull \hbox (badness 10000) in paragraph at lines 46402--46405 []\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 46411--46414 \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 46537--46539 []\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 [511] [512] [513] [514] [515] Underfull \hbox (badness 10000) in paragraph at lines 47156--47159 []\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 [516] Underfull \hbox (badness 10000) in paragraph at lines 47215--47219 []\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 [517] [518] [519] Underfull \hbox (badness 10000) in paragraph at lines 47662--47665 \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 [520] [521] [522] Underfull \hbox (badness 10000) in paragraph at lines 48017--48019 []\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 48053--48055 []\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 [523] [524] [525] [526] [527] [528] [529] [530] [531] [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 49406--49408 []\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 [535] Underfull \hbox (badness 10000) in paragraph at lines 49558--49561 []\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 [536] [537] Underfull \hbox (badness 10000) in paragraph at lines 49800--49803 []\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 49809--49812 \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 [538] Underfull \hbox (badness 10000) in paragraph at lines 49935--49937 []\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 [539] [540] [541] [542] Underfull \hbox (badness 10000) in paragraph at lines 50554--50557 []\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 [543] Underfull \hbox (badness 10000) in paragraph at lines 50613--50617 []\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 [544] [545] [546] Underfull \hbox (badness 10000) in paragraph at lines 51090--51093 \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 [547] [548] Underfull \hbox (badness 10000) in paragraph at lines 51281--51286 []\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 51281--51286 [][]\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 [549] [550] [551] Underfull \hbox (badness 10000) in paragraph at lines 51586--51588 []\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 51622--51624 []\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 [552] [553] [554] Underfull \hbox (badness 10000) in paragraph at lines 51948--51957 []\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 [555] Underfull \hbox (badness 10000) in paragraph at lines 52017--52022 []\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 52017--52022 [][]\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 52030--52033 \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 [556] [557] Underfull \hbox (badness 5217) in paragraph at lines 52260--52263 []\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 [558] [559] [560] [561] Underfull \hbox (badness 10000) in paragraph at lines 52793--52798 []\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 52793--52798 [][]\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 [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] [573] [574] Underfull \hbox (badness 10000) in paragraph at lines 54172--54175 \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 [575] [576] [577] [578] [579] [580] [581] [582] [583] Underfull \hbox (badness 10000) in paragraph at lines 55228--55230 []\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 [584] Underfull \hbox (badness 10000) in paragraph at lines 55328--55331 []\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 55422--55424 []\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 [585] [586] [587] Underfull \hbox (badness 10000) in paragraph at lines 55837--55840 []\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 [588] [589] [590] [591] Underfull \hbox (badness 10000) in paragraph at lines 56309--56312 \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 56356--56361 []\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 56356--56361 [][]\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 [592] [593] [594] Underfull \hbox (badness 10000) in paragraph at lines 56575--56577 []\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 [595] Underfull \hbox (badness 10000) in paragraph at lines 56742--56747 []\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 56742--56747 [][]\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 56755--56758 \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 [596] [597] [598] [599] [600] [601] [602] [603] [604] [605] [606] Underfull \hbox (badness 10000) in paragraph at lines 58044--58046 []\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 [607] [608] Underfull \hbox (badness 10000) in paragraph at lines 58196--58199 []\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 [609] Underfull \hbox (badness 10000) in paragraph at lines 58438--58441 []\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 , [610] Underfull \hbox (badness 10000) in paragraph at lines 58447--58450 \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 58573--58575 []\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 [611] [612] [613] [614] [615] Underfull \hbox (badness 10000) in paragraph at lines 59192--59195 []\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 59251--59255 []\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 [616] [617] [618] [619] Underfull \hbox (badness 10000) in paragraph at lines 59728--59731 \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 [620] [621] Underfull \hbox (badness 10000) in paragraph at lines 59919--59924 []\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 59919--59924 [][]\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 [622] [623] [624] Underfull \hbox (badness 10000) in paragraph at lines 60224--60226 []\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 60260--60262 []\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 [625] [626] [627] Underfull \hbox (badness 10000) in paragraph at lines 60586--60595 []\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 60655--60660 []\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 60655--60660 [][]\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 60668--60671 \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 [628] [629] [630] [631] [632] [633] [634] Underfull \hbox (badness 10000) in paragraph at lines 61595--61597 []\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 [635] Underfull \hbox (badness 10000) in paragraph at lines 61658--61670 []\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 61658--61670 \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 61658--61670 \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 61658--61670 \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 61658--61670 \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 61658--61670 \T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S earch- [636] [637] [638] [639] [640] [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] Underfull \hbox (badness 10000) in paragraph at lines 64248--64250 []\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 [655] [656] [657] [658] [659] [660] Chapter 31. [661] [662] Chapter 32. [663] [664] [665] [666] [667] [668] [669] [670] Overfull \vbox (0.61996pt too high) detected at line 65652 [671] [672] [673] [674] [675] [676] [677] Underfull \hbox (badness 10000) in paragraph at lines 66393--66397 \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 66393--66397 \T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting s, see [678] [679] [680] [681] [682] [683] [684] [685] [686] [687] Underfull \hbox (badness 10000) in paragraph at lines 67725--67727 []\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 67760--67762 \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 67760--67762 \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- [688] [689] [690] [691] [692] [693] [694] [695] [696] [697] [698] [699] [700] [701] [702] [703] [704] [705] [706] [707] Underfull \hbox (badness 10000) in paragraph at lines 70272--70276 []\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 70272--70276 \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 70278--70282 []\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 70278--70282 \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 70302--70306 []\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 70302--70306 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [708] [709] [710] [711] Underfull \hbox (badness 10000) in paragraph at lines 70771--70773 []\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- [712] [713] [714] Chapter 33. [715] [716] [717] [718] Chapter 34. [719] Underfull \hbox (badness 10000) in paragraph at lines 71647--71652 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [720] [721] [722] [723] Underfull \hbox (badness 10000) in paragraph at lines 72189--72194 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [724] [725] [726] Underfull \hbox (badness 5331) in paragraph at lines 72642--72644 []\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 [727] [728] Underfull \hbox (badness 10000) in paragraph at lines 72883--72886 []\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 72883--72886 \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 , [729] Underfull \hbox (badness 10000) in paragraph at lines 73031--73034 []\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 73031--73034 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [730] [731] [732] [733] [734] [735] [736] [737] Underfull \hbox (badness 5771) in paragraph at lines 74081--74085 \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 74087--74091 []\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- [738] Underfull \hbox (badness 10000) in paragraph at lines 74113--74116 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [739] [740] Underfull \hbox (badness 5771) in paragraph at lines 74362--74366 \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 74368--74372 []\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 74394--74397 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [741] Underfull \hbox (badness 10000) in paragraph at lines 74414--74416 []\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 74443--74445 []\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 74451--74455 \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. [742] Underfull \hbox (badness 10000) in paragraph at lines 74558--74560 []\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 74566--74570 \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. [743] [744] [745] [746] [747] [748] [749] [750] [751] [752] [753] [754] Chapter 35. Overfull \vbox (4.99998pt too high) detected at line 76104 [755] [756] [757] Overfull \vbox (0.56987pt too high) detected at line 76373 [758] [759] [760] [761] [762] [763] ! 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.76837 \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.76837 \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.76837 \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.76838 \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.76838 \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.76838 \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.76839 \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.76839 \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.76839 \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.76839 \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.76840 ...─ 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.76840 ...─ 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.76840 ...─ 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.76840 ...─ 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.76841 ... └── 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.76841 ... └── 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.76841 ... └── employee\PYGZhy{}list.csv} [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] Underfull \hbox (badness 10000) in paragraph at lines 77922--77929 \T1/txtt/m/sl/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 6961) in paragraph at lines 77922--77929 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use [774] Underfull \hbox (badness 10000) in paragraph at lines 78063--78065 []\T1/qtm/m/n/10 Ex-am-ple: \T1/txtt/m/n/10 /mydomain.sharepoint.com,4732d...8b 01b0,eb0d3...e42f/b!8tQyRyn..... Overfull \vbox (3.27002pt too high) detected at line 78102 [775] [776] [777] Underfull \hbox (badness 10000) in paragraph at lines 78159--78166 \T1/txtt/m/sl/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 6961) in paragraph at lines 78159--78166 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use Underfull \hbox (badness 7558) in paragraph at lines 78177--78179 []\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 [778] [779] Underfull \hbox (badness 10000) in paragraph at lines 78410--78412 []\T1/txtt/bx/n/10 NotImplementedError \T1/qtm/m/n/10 ^^U If at-tempt-ing to up -load a di-rec-tory and [780] [781] [782] [783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] [796] [797] [798] Chapter 36. [799] [800] [801] [802] [803] [804] [805] [806] Underfull \hbox (badness 10000) in paragraph at lines 81877--81882 []\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 81877--81882 \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 81877--81882 \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 81877--81882 \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 , [807] [808] Chapter 37. [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] [821] [822] [823] [824] [825] [826] [827] [828] Chapter 38. [829] [830] Overfull \hbox (63.27374pt too wide) in paragraph at lines 84838--84841 []\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 ) [831] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84988--84991 []\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 ) [832] [833] Overfull \hbox (69.97372pt too wide) in paragraph at lines 85212--85215 []\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 ) [834] Underfull \hbox (badness 10000) in paragraph at lines 85331--85334 []\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 85340--85344 []\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 85340--85344 \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 85340--85344 \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 85390--85393 []\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 85399--85403 []\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 85399--85403 \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 85399--85403 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , [835] [836] [837] [838] [839] [840] Chapter 39. [841] [842] [843] [844] [845] [846] [847] [848] [849] [850] [851] [852] [853] [854] [855] Underfull \hbox (badness 6592) in paragraph at lines 87963--87965 []\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- [856] Underfull \hbox (badness 10000) in paragraph at lines 88081--88083 []\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m /n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , [857] [858] [859] [860] Chapter 40. [861] Underfull \hbox (badness 10000) in paragraph at lines 88632--88634 []\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 [862] Underfull \hbox (badness 10000) in paragraph at lines 88717--88719 []\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 [863] [864] [865] [866] [867] Underfull \hbox (badness 10000) in paragraph at lines 89498--89500 []\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 89576--89578 []\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 [868] [869] [870] Chapter 41. [871] Underfull \hbox (badness 10000) in paragraph at lines 89907--89911 []\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 89907--89911 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises [872] [873] [874] Chapter 42. Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 []\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 90101--90113 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \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 90101--90113 \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, [875] [876] Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 []\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 90500--90510 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \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}, ... ] [877] [878] [879] Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 []\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 90845--90860 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \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. [880] [881] [882] [883] [884] [885] [886] [887] [888] [889] [890] [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 92940--92942 []\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. [894] [895] [896] [897] Underfull \hbox (badness 10000) in paragraph at lines 93620--93622 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [898] [899] [900] [901] [902] [903] [904] Underfull \hbox (badness 10000) in paragraph at lines 94274--94277 []\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 94274--94277 \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 [905] Underfull \hbox (badness 10000) in paragraph at lines 94308--94310 \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 94315--94317 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [906] [907] Underfull \hbox (badness 10000) in paragraph at lines 94605--94608 []\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 94605--94608 \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 [908] [909] Underfull \hbox (badness 10000) in paragraph at lines 94939--94942 []\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 94939--94942 \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 94973--94975 \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 94980--94982 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [910] [911] [912] [913] [914] [915] Underfull \hbox (badness 10000) in paragraph at lines 95739--95742 []\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 95739--95742 \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 95744--95747 []\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 95744--95747 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [916] [917] [918] [919] [920] [921] [922] [923] [924] Underfull \hbox (badness 10000) in paragraph at lines 96871--96874 []\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 96876--96879 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [925] Underfull \hbox (badness 6708) in paragraph at lines 96949--96955 \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 96949--96955 \T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis t_id\T1/qtm/m/n/10 . For OTV and time-series projects, Underfull \hbox (badness 10000) in paragraph at lines 96965--96968 []\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 96970--96973 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [926] [927] [928] [929] [930] [931] [932] [933] [934] [935] [936] [937] [938] Chapter 43. [939] [940] [941] [942] [943] [944] [945] [946] Chapter 44. [947] [948] [949] [950] Chapter 45. [951] [952] [953] [954] Underfull \hbox (badness 5696) in paragraph at lines 100606--100614 []\T1/txtt/bx/n/10 deduplication_key \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qt m/m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Op-tional. A 1-72 char-ac- ter key that Underfull \hbox (badness 7759) in paragraph at lines 100606--100614 [][]\T1/txtt/m/sl/10 MemorySessionDeduplicationError[][]\T1/qtm/m/n/10 , which car-ries \T1/txtt/m/n/10 existing_session_id \T1/qtm/m/n/10 so [955] [956] [957] [958] Chapter 46. [959] [960] Chapter 47. [961] [962] [963] [964] [965] [966] [967] [968] [969] [970] Overfull \vbox (1.64996pt too high) detected at line 102635 [971] [972] [973] [974] [975] [976] Chapter 48. [977] Underfull \hbox (badness 10000) in paragraph at lines 103507--103509 []\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 [978] [979] [980] [981] [982] [983] Underfull \hbox (badness 10000) in paragraph at lines 104141--104147 \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 104141--104147 \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 104225--104232 []\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 104225--104232 \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 104225--104232 \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 [984] Underfull \hbox (badness 10000) in paragraph at lines 104234--104238 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [985] [986] Underfull \hbox (badness 7888) in paragraph at lines 104464--104471 \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 104464--104471 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 104487--104493 \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 104487--104493 \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. [987] [988] Underfull \hbox (badness 10000) in paragraph at lines 104689--104695 \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 104689--104695 \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 104735--104737 []\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 , [989] [990] Underfull \hbox (badness 10000) in paragraph at lines 104952--104960 []\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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 [991] [992] [993] [994] Underfull \hbox (badness 10000) in paragraph at lines 105310--105312 []\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 105349--105352 []\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 [995] Underfull \hbox (badness 10000) in paragraph at lines 105404--105406 []\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 [996] Underfull \hbox (badness 10000) in paragraph at lines 105469--105475 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [997] [998] Overfull \hbox (0.89392pt too wide) in paragraph at lines 105753--105757 []\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 , [999] [1000] [1001] [1002] [1003] [1004] [1005] [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 106843--106852 []\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 [1008] Underfull \hbox (badness 10000) in paragraph at lines 106942--106947 []\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 106942--106947 [][]\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 106959--106962 \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 [1009] [1010] Underfull \hbox (badness 10000) in paragraph at lines 107161--107166 \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 [1011] Underfull \hbox (badness 10000) in paragraph at lines 107339--107344 \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 107339--107344 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [1012] Underfull \hbox (badness 10000) in paragraph at lines 107384--107389 \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 [1013] [1014] [1015] Underfull \hbox (badness 10000) in paragraph at lines 107778--107784 []\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 107778--107784 \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 , [1016] Underfull \hbox (badness 10000) in paragraph at lines 107797--107804 []\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 107797--107804 \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 107797--107804 \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 107806--107810 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 107841--107845 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1017] Underfull \hbox (badness 10000) in paragraph at lines 107967--107970 []\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 107967--107970 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [1018] [1019] [1020] Underfull \hbox (badness 10000) in paragraph at lines 108261--108263 []\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. [1021] [1022] [1023] Underfull \hbox (badness 10000) in paragraph at lines 108762--108769 []\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 108762--108769 \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 108762--108769 \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 [1024] [1025] Underfull \hbox (badness 10000) in paragraph at lines 108970--108976 []\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 108981--108986 \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 [1026] [1027] Underfull \hbox (badness 6364) in paragraph at lines 109185--109188 []\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 [1028] Underfull \hbox (badness 10000) in paragraph at lines 109256--109262 []\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 109256--109262 \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 109275--109282 []\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 109275--109282 \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 109290--109292 []\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 109294--109296 []\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 [1029] Underfull \hbox (badness 10000) in paragraph at lines 109339--109343 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1030] [1031] Underfull \hbox (badness 10000) in paragraph at lines 109748--109751 []\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 109758--109761 []\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 , [1032] Underfull \hbox (badness 10000) in paragraph at lines 109769--109772 []\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 109769--109772 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1033] Underfull \hbox (badness 6927) in paragraph at lines 109886--109889 []\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 [1034] [1035] Underfull \hbox (badness 10000) in paragraph at lines 110060--110065 []\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 , [1036] Underfull \hbox (badness 10000) in paragraph at lines 110202--110204 []\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 [1037] Underfull \hbox (badness 10000) in paragraph at lines 110281--110284 []\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 110281--110284 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1038] [1039] Underfull \hbox (badness 6927) in paragraph at lines 110454--110457 []\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 [1040] [1041] [1042] [1043] [1044] Underfull \hbox (badness 10000) in paragraph at lines 111101--111104 []\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 111101--111104 \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. [1045] [1046] Underfull \hbox (badness 5741) in paragraph at lines 111320--111328 \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 [1047] [1048] [1049] [1050] [1051] [1052] [1053] [1054] Underfull \hbox (badness 10000) in paragraph at lines 112569--112571 []\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 [1055] [1056] [1057] [1058] [1059] [1060] [1061] [1062] Chapter 49. [1063] Underfull \vbox (badness 10000) detected at line 113489 [1064] Underfull \hbox (badness 10000) in paragraph at lines 113570--113574 []\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 113570--113574 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1065] [1066] [1067] [1068] Chapter 50. [1069] [1070] Underfull \hbox (badness 7099) in paragraph at lines 114264--114267 []\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 , [1071] Underfull \hbox (badness 7099) in paragraph at lines 114306--114309 []\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 , [1072] [1073] [1074] [1075] [1076] Chapter 51. Underfull \hbox (badness 10000) in paragraph at lines 114707--114709 []\T1/qtm/m/n/10 Added the \T1/txtt/m/n/10 [pipelines] \T1/qtm/m/n/10 in-stall ex-tra for \T1/txtt/m/n/10 datarobot[]early[]access\T1/qtm/m/n/10 : \T1/txtt/m/ n/10 pip install [1077] Underfull \hbox (badness 10000) in paragraph at lines 114774--114776 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 CustomScoringMetricVersionFileContents \ T1/qtm/m/n/10 and \T1/txtt/m/n/10 CustomScoringMetricVersion. Underfull \hbox (badness 7133) in paragraph at lines 114778--114780 []\T1/qtm/m/n/10 Fixed \T1/txtt/m/n/10 CustomScoringMetric.list \T1/qtm/m/n/10 so \T1/txtt/m/n/10 isArchived \T1/qtm/m/n/10 is omit-ted when list-ing non-arch ived met-rics Underfull \hbox (badness 10000) in paragraph at lines 114847--114849 \T1/txtt/m/n/10 share_recipient_type=SHARING_RECIPIENT_TYPE.ORGANIZATION \T1/qt m/m/n/10 or \T1/txtt/m/n/10 SHARING_RECIPIENT_TYPE. [1078] [1079] Underfull \hbox (badness 10000) in paragraph at lines 114966--114969 []\T1/qtm/m/n/10 Ex-tended the project ad-vanced op-tions avail-able when set-t ing a tar-get to in-clude new pa- Underfull \hbox (badness 10000) in paragraph at lines 114966--114969 \T1/qtm/m/n/10 ram-e-ter \T1/txtt/bx/n/10 custom_metrics_losses_info \T1/qtm/m/ n/10 (part of the [][]\T1/txtt/m/sl/10 AdvancedOptions[][] \T1/qtm/m/n/10 ob-je ct; API field Underfull \hbox (badness 10000) in paragraph at lines 115013--115015 []\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 115017--115019 []\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 115017--115019 \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 [1080] [1081] Underfull \hbox (badness 10000) in paragraph at lines 115266--115269 []\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 [1082] Underfull \hbox (badness 10000) in paragraph at lines 115343--115346 []\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 115343--115346 \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. [1083] Underfull \hbox (badness 10000) in paragraph at lines 115462--115464 []\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 115478--115480 []\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. [1084] Underfull \hbox (badness 10000) in paragraph at lines 115566--115568 []\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 115570--115572 []\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 [1085] Underfull \hbox (badness 8038) in paragraph at lines 115662--115664 []\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 [1086] Underfull \hbox (badness 10000) in paragraph at lines 115698--115700 []\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 [1087] Underfull \hbox (badness 10000) in paragraph at lines 115797--115799 []\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 115797--115799 \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 115797--115799 \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 115797--115799 \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 [1088] Overfull \hbox (1.74904pt too wide) in paragraph at lines 115944--115946 []\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 115993--115995 []\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 [1089] Underfull \hbox (badness 10000) in paragraph at lines 116030--116032 []\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 [1090] Underfull \hbox (badness 10000) in paragraph at lines 116205--116207 []\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 [1091] Underfull \hbox (badness 10000) in paragraph at lines 116253--116255 []\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 116265--116268 []\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 7777) in paragraph at lines 116265--116268 [][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 CustomModelEmbeddingValidation[][]\T1/qtm/m/n/10 . In con -trast, Underfull \hbox (badness 10000) in paragraph at lines 116270--116272 []\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 [1092] Underfull \hbox (badness 10000) in paragraph at lines 116340--116342 []\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 116353--116355 []\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 [1093] [1094] [1095] Underfull \hbox (badness 10000) in paragraph at lines 116765--116768 []\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 116831--116833 []\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 [1096] Underfull \hbox (badness 10000) in paragraph at lines 116909--116911 []\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 116918--116925 []\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 [1097] Underfull \hbox (badness 10000) in paragraph at lines 116945--116947 []\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 116965--116967 []\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 117027--117029 []\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' [1098] Underfull \hbox (badness 10000) in paragraph at lines 117090--117093 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1099] Underfull \hbox (badness 10000) in paragraph at lines 117261--117264 []\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 [1100] Underfull \hbox (badness 10000) in paragraph at lines 117391--117393 []\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 [1101] Underfull \hbox (badness 10000) in paragraph at lines 117530--117534 []\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: [1102] Underfull \hbox (badness 10000) in paragraph at lines 117610--117612 [][][]\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 [1103] Underfull \hbox (badness 10000) in paragraph at lines 117685--117688 []\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 117685--117688 \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 117757--117759 []\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. [1104] [1105] Underfull \hbox (badness 10000) in paragraph at lines 117917--117919 []\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. [1106] [1107] [1108] Underfull \hbox (badness 10000) in paragraph at lines 118272--118274 []\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. [1109] [1110] Underfull \hbox (badness 10000) in paragraph at lines 118499--118501 \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 [1111] [1112] [1113] Underfull \hbox (badness 10000) in paragraph at lines 118956--118958 []\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 118960--118962 []\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 118964--118966 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1114] Underfull \hbox (badness 10000) in paragraph at lines 119139--119141 []\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 119163--119165 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1115] [1116] Underfull \hbox (badness 10000) in paragraph at lines 119292--119295 []\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 119302--119305 []\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 119317--119320 []\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 119322--119325 []\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. [1117] Underfull \hbox (badness 10000) in paragraph at lines 119484--119488 []\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 119484--119488 [][]\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 119490--119495 []\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 119490--119495 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1118] Underfull \hbox (badness 10000) in paragraph at lines 119600--119602 []\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 [1119] [1120] [1121] Underfull \hbox (badness 10000) in paragraph at lines 119885--119888 []\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 119890--119892 []\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 119973--119975 [][][]\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 119977--119979 [][][]\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 [1122] Underfull \hbox (badness 6364) in paragraph at lines 120009--120011 []\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. [1123] Underfull \hbox (badness 10000) in paragraph at lines 120132--120139 []\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 120132--120139 [][]\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 [1124] Underfull \hbox (badness 10000) in paragraph at lines 120332--120334 []\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 120350--120353 []\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 [1125] [1126] Underfull \hbox (badness 10000) in paragraph at lines 120602--120605 []\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 , [1127] Underfull \hbox (badness 6268) in paragraph at lines 120703--120706 []\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 120738--120742 []\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 [1128] Underfull \hbox (badness 10000) in paragraph at lines 120748--120756 []\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 120748--120756 \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 120748--120756 \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 120748--120756 \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 120748--120756 \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 120748--120756 [][]\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. [1129] Underfull \hbox (badness 10000) in paragraph at lines 120898--120901 []\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 120974--120977 []\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. [1130] [1131] Underfull \hbox (badness 10000) in paragraph at lines 121219--121222 []\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 121224--121227 []\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. [1132] Underfull \hbox (badness 7907) in paragraph at lines 121395--121400 []\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: [1133] Underfull \hbox (badness 10000) in paragraph at lines 121437--121440 []\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 121513--121518 []\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 121513--121518 \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. [1134] Underfull \hbox (badness 10000) in paragraph at lines 121538--121546 [][]\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 121538--121546 \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 121614--121617 []\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 121619--121625 []\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 121619--121625 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1135] Underfull \hbox (badness 10000) in paragraph at lines 121649--121656 []\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 121649--121656 \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 , [1136] Underfull \hbox (badness 8170) in paragraph at lines 121785--121788 []\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 121790--121793 \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 [1137] Underfull \hbox (badness 10000) in paragraph at lines 121873--121878 []\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 121898--121900 []\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 121977--121981 []\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 [1138] Underfull \hbox (badness 10000) in paragraph at lines 122020--122023 []\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: [1139] Underfull \hbox (badness 10000) in paragraph at lines 122163--122172 []\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 122174--122181 []\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. [1140] [1141] Underfull \hbox (badness 10000) in paragraph at lines 122365--122369 []\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 122403--122408 []\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 122423--122427 []\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 122423--122427 [][]\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 122447--122449 []\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 . [1142] [1143] Underfull \hbox (badness 10000) in paragraph at lines 122691--122695 []\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. [1144] Underfull \hbox (badness 10000) in paragraph at lines 122764--122766 []\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 122764--122766 [][]\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 122797--122799 []\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 122817--122820 []\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. [1145] Underfull \hbox (badness 7925) in paragraph at lines 122854--122856 []\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 122862--122867 []\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 [1146] Underfull \hbox (badness 10000) in paragraph at lines 122953--122955 []\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 122953--122955 \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 [1147] Underfull \hbox (badness 7451) in paragraph at lines 123042--123045 []\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 123042--123045 \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 [1148] [1149] Underfull \hbox (badness 10000) in paragraph at lines 123249--123258 []\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 123249--123258 [][]\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 123288--123290 [][][]\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 [1150] Underfull \hbox (badness 10000) in paragraph at lines 123410--123413 []\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 123429--123434 []\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 123429--123434 \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. [1151] Underfull \hbox (badness 10000) in paragraph at lines 123460--123464 []\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 123553--123561 []\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 123553--123561 \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 [1152] Underfull \hbox (badness 10000) in paragraph at lines 123576--123579 []\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 123586--123588 []\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 123628--123632 [][][]\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. [1153] Underfull \hbox (badness 10000) in paragraph at lines 123745--123749 []\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 123745--123749 \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 123765--123769 []\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. [1154] Underfull \hbox (badness 5302) in paragraph at lines 123791--123795 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1155] [1156] Underfull \hbox (badness 10000) in paragraph at lines 124065--124068 []\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. [1157] [1158] Underfull \hbox (badness 10000) in paragraph at lines 124258--124260 []\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, [1159] Underfull \hbox (badness 10000) in paragraph at lines 124362--124366 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1160] Underfull \hbox (badness 6268) in paragraph at lines 124477--124481 []\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. [1161] [1162] Underfull \hbox (badness 10000) in paragraph at lines 124613--124615 []\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. [1163] [1164] [1165] Underfull \hbox (badness 6016) in paragraph at lines 124956--124960 []\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 124976--124981 []\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 125047--125050 []\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 [1166] [1167] [1168] [1169] [1170] (./datarobot-public-api-client.ind [1171] [1172] [1173] Underfull \hbox (badness 10000) in paragraph at lines 84--86 []\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 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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] Chapter 3. [23] [24] [25] [26] [27] [28] [29] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [30] [31] [32] [33] [34] Underfull \hbox (badness 10000) in paragraph at lines 2190--2192 []\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method Underfull \hbox (badness 10000) in paragraph at lines 2204--2209 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] Overfull \vbox (0.73009pt too high) detected at line 3056 [47] [48] [49] [50] Underfull \hbox (badness 10000) in paragraph at lines 3301--3307 []\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [51] [52] Overfull \vbox (0.52194pt too high) detected at line 3465 [53] [54] Overfull \vbox (0.93639pt too high) detected at line 3617 [55] [56] [57] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv [58] [59] [60] [61] [62] [63] [64] [65] [66] Underfull \hbox (badness 10000) in paragraph at lines 4410--4413 []\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne d by the [][]\T1/txtt/m/sl/10 partitioning_methods. [67] Underfull \hbox (badness 10000) in paragraph at lines 4483--4488 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1 0 and [68] Underfull \hbox (badness 10000) in paragraph at lines 4515--4520 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 4515--4520 [][]\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot[][]\T1/qtm/m/n/1 0 . You can also re-trieve the de-tailed meta-data us-ing [69] [70] [71] ! LaTeX Error: Unicode character 物 (U+7269) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} ! LaTeX Error: Unicode character 类 (U+7C7B) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [72] [73] [74] [75] [76] [77] Underfull \hbox (badness 10000) in paragraph at lines 5155--5158 [][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tings [78] Underfull \hbox (badness 6141) in paragraph at lines 5251--5258 []\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t he span of the ef-fec-tive Fea-ture Deriva- [79] [80] [81] Underfull \hbox (badness 10000) in paragraph at lines 5539--5544 []\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a [][]\T1/txt t/m/sl/10 DatetimeModel[][] \T1/qtm/m/n/10 us-ing the [][]\T1/txtt/m/sl/10 Date timeModel. [82] [83] [84] Underfull \vbox (badness 10000) detected at line 5733 Underfull \vbox (badness 10000) detected at line 5733 [85] [86] [87] Underfull \hbox (badness 7012) in paragraph at lines 5868--5871 []\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/ 10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\ T1/qtm/m/n/10 , and [88] Underfull \hbox (badness 10000) in paragraph at lines 5918--5921 []\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s ), re-quest com-pute ex-ter-nal test on one of [89] [90] [91] [92] [93] [94] [95] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── 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.6668 ├── 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.6668 ├── 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.6669 │   ├── 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.6669 │   ├── 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.6669 │   ├── 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.6669 │   ├── 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.6670 │   ├── 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.6670 │   ├── 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.6670 │   ├── 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.6670 │   ├── 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.6671 │   ├── … ! 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.6671 │   ├── … ! 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.6671 │   ├── … ! 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.6671 │   ├── … ! 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.6672 ├── 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.6672 ├── 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.6672 ├── 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.6673 ...├── 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.6673 ...├── 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.6673 ...├── 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.6673 ...├── 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.6674 ...├── 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.6674 ...├── 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.6674 ...├── 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.6674 ...├── 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.6675 │ ├── … ! 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.6675 │ ├── … ! 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.6675 │ ├── … ! 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.6675 │ ├── … [96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a ctivation_map2.png>] [100] [101 <./embeddings.png>] [102] [103] [104] Overfull \vbox (1.18929pt too high) detected at line 7230 [105] [106] [107] [108] Chapter 4. [109] Overfull \vbox (1.18929pt too high) detected at line 7574 [110] [111] [112] [113] [114] [115] [116] [117] [118] Overfull \vbox (1.27087pt too high) detected at line 8242 [119] [120] [121] [122] Overfull \vbox (0.53955pt too high) detected at line 8504 [123] Underfull \hbox (badness 6477) in paragraph at lines 8530--8535 []\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 8536--8538 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/ m/sl/10 datarobot.models.BatchPredictionJobDefinition. [124] Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8673--8676 \T1/qtm/m/n/10 such as [125] Overfull \vbox (676.10883pt too high) has occurred while \output is active [126] Underfull \hbox (badness 5832) in paragraph at lines 8684--8690 \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 8684--8690 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply [127] [128] Chapter 5. [129] [130] [131] [132] [133] [134] [135] [136] [137] [138] [139] [140] [141] [142] [143] Underfull \hbox (badness 10000) in paragraph at lines 9809--9813 \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGr antSharedRoleWithId[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.model s. [144] [145] [146] [147] [148] [149] [150] [151] Overfull \vbox (1.93637pt too high) detected at line 10339 [152] [153] [154] Underfull \hbox (badness 7415) in paragraph at lines 10503--10505 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. For model spe-cific met-rics set [155] [156] Underfull \hbox (badness 10000) in paragraph at lines 10591--10593 \T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset in the Data Reg-istry, use the [157] [158] [159] [160] [161] [162] [163] [164] Overfull \vbox (0.52194pt too high) detected at line 11270 [165] Underfull \hbox (badness 10000) in paragraph at lines 11316--11319 []\T1/qtm/m/n/10 Re-fer to [][]\T1/txtt/m/sl/10 ExecutionEnvironment[][] \T1/qt m/m/n/10 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and [166] [167] [168] Overfull \vbox (1.27087pt too high) detected at line 11517 [169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180] [181] Overfull \vbox (2.67389pt too high) detected at line 12359 [182] [183] [184] Underfull \hbox (badness 10000) in paragraph at lines 12481--12484 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12740--12743 []\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are re-turned by pass-ing an in-stance of the [188] [189] [190] [191] [192] [193] [194] [195] [196] Chapter 6. [197] [198] [199] [200] [201] [202] [203] [204] [205] [206] Chapter 7. [207] [208] [209] [210] Underfull \hbox (badness 10000) in paragraph at lines 14165--14168 []\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 [211] [212] Chapter 8. [213] [214] [215] [216] Chapter 9. [217] [218] Chapter 10. [219] [220] Chapter 11. [221] [222] [223] [224] Chapter 12. [225] [226] Chapter 13. [227] [228] [229] [230] [231] [232] [233] Overfull \vbox (1.75995pt too high) detected at line 16145 [234] [235] [236] Chapter 14. [237] [238] [239] [240] [241] [242] [243] Underfull \hbox (badness 10000) in paragraph at lines 17180--17183 []\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 17185--17188 []\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.: [244] Underfull \hbox (badness 10000) in paragraph at lines 17236--17239 []\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 17241--17244 []\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.: [245] Underfull \hbox (badness 10000) in paragraph at lines 17421--17423 []\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. [246] [247] [248] [249] [250] [251] [252] [253] [254] [255] Underfull \hbox (badness 10000) in paragraph at lines 18455--18457 \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 != [256] [257] [258] [259] [260] Chapter 15. Overfull \hbox (5.07387pt too wide) in paragraph at lines 19004--19004 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 19064--19064 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [261] Overfull \hbox (5.07387pt too wide) in paragraph at lines 19123--19123 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [262] [263] [264] Chapter 16. [265] [266] [267] Underfull \hbox (badness 10000) in paragraph at lines 19779--19781 []\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 19811--19813 []\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 , [268] [269] [270] [271] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20389--20391 []\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 ) [272] Underfull \hbox (badness 10000) in paragraph at lines 20450--20452 []\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 , [273] Underfull \hbox (badness 10000) in paragraph at lines 20542--20544 []\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 20595--20597 []\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 [274] Underfull \hbox (badness 10000) in paragraph at lines 20694--20697 []\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 [275] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20869--20871 []\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 ) [276] Underfull \hbox (badness 5711) in paragraph at lines 20995--20997 []\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 21034--21036 []\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 [277] [278] [279] Underfull \hbox (badness 10000) in paragraph at lines 21399--21404 []\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 21399--21404 \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 [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] [294] Chapter 17. [295] [296] [297] [298] Chapter 18. [299] Overfull \vbox (0.94989pt too high) detected at line 23912 [300] Underfull \vbox (badness 7522) detected at line 24032 Overfull \vbox (4.48987pt too high) detected at line 24032 [301] [302] Underfull \hbox (badness 10000) in paragraph at lines 24122--24124 []\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 24196 [303] [304] [305] [306] [307] [308] Chapter 19. [309] [310] [311] [312] [313] [314] [315] [316] Underfull \hbox (badness 5475) in paragraph at lines 25547--25549 []\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 [317] [318] Chapter 20. [319] [320] [321] Underfull \hbox (badness 5274) in paragraph at lines 25926--25928 []\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 [322] [323] [324] [325] Overfull \vbox (2.75995pt too high) detected at line 26262 [326] [327] [328] [329] [330] [331] [332] [333] Overfull \hbox (12.22389pt too wide) in paragraph at lines 27169--27171 []\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 ) [334] Underfull \hbox (badness 10000) in paragraph at lines 27274--27280 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [335] [336] [337] [338] [339] [340] Chapter 21. Underfull \hbox (badness 5924) in paragraph at lines 27931--27936 \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 , [341] Underfull \hbox (badness 10000) in paragraph at lines 28000--28003 []\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 28000--28003 \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 28000--28003 \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 28014--28016 []\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 [342] Underfull \hbox (badness 10000) in paragraph at lines 28188--28193 []\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 28188--28193 \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 28188--28193 \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 28188--28193 \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 ] [343] Underfull \hbox (badness 10000) in paragraph at lines 28230--28233 []\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 28230--28233 \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 28230--28233 \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 28244--28247 []\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 [344] Underfull \hbox (badness 10000) in paragraph at lines 28372--28375 []\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 [345] [346] Underfull \hbox (badness 10000) in paragraph at lines 28625--28630 []\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 28625--28630 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 28625--28630 \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 28669--28672 []\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 28669--28672 \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 28669--28672 \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 , [347] Underfull \hbox (badness 10000) in paragraph at lines 28721--28724 []\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 28721--28724 \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 28721--28724 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [348] [349] Underfull \hbox (badness 10000) in paragraph at lines 29053--29056 []\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 29053--29056 \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 29053--29056 \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 , [350] Underfull \hbox (badness 10000) in paragraph at lines 29164--29171 []\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 29164--29171 \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 29183--29193 []\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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29183--29193 \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 29195--29198 []\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 29195--29198 \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 29195--29198 \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 , [351] [352] [353] Underfull \hbox (badness 10000) in paragraph at lines 29366--29373 []\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 29366--29373 \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 29385--29395 []\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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29385--29395 \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 29402--29405 []\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 29402--29405 \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 29402--29405 \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 , [354] Overfull \vbox (67.73997pt too high) detected at line 29539 [355] [356] [357] [358] [359] [360] [361] [362] [363] Underfull \hbox (badness 10000) in paragraph at lines 30843--30845 []\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 [364] [365] Underfull \hbox (badness 10000) in paragraph at lines 31016--31019 []\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 31016--31019 \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 31016--31019 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [366] [367] [368] [369] [370] Chapter 22. [371] [372] [373] [374] Chapter 23. [375] [376] [377] [378] [379] [380] Chapter 24. [381] Underfull \hbox (badness 10000) in paragraph at lines 32582--32585 []\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- [382] [383] [384] [385] Underfull \hbox (badness 10000) in paragraph at lines 33109--33111 []\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: [386] Underfull \hbox (badness 10000) in paragraph at lines 33177--33179 []\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: [387] [388] [389] Overfull \vbox (27.92998pt too high) detected at line 33544 [390] [391] [392] [393] [394] [395] [396] Chapter 25. [397] [398] Chapter 26. [399] [400] Chapter 27. [401] [402] [403] [404] [405] [406] Underfull \hbox (badness 10000) in paragraph at lines 34928--34931 [] \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 34928--34931 \T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex- [407] [408] Chapter 28. [409] [410] [411] [412] [413] [414] [415] [416] [417] [418] Overfull \vbox (0.86002pt too high) detected at line 36371 [419] [420] [421] [422] [423] [424] Underfull \hbox (badness 10000) in paragraph at lines 37131--37138 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [425] [426] [427] [428] [429] [430] [431] [432] [433] [434] Chapter 29. [435] Overfull \vbox (18.5899pt too high) detected at line 38238 [436] [437] [438] [439] Underfull \hbox (badness 10000) in paragraph at lines 38498--38501 []\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 [440] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [441] [442] [443] [444] [445] [446] [447] [448] [449] [450] [451] [452] [453] [454] [455] [456] Underfull \hbox (badness 10000) in paragraph at lines 40273--40276 []\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 40273--40276 \T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports [457] [458] [459] [460] Underfull \vbox (badness 10000) detected at line 40629 Overfull \vbox (27.2299pt too high) detected at line 40629 [461] [462] [463] Underfull \vbox (badness 10000) detected at line 40887 Overfull \vbox (33.2399pt too high) detected at line 40887 [464] [465] [466] [467] [468] Chapter 30. [469] [470] [471] [472] Underfull \vbox (badness 10000) detected at line 41993 Overfull \vbox (66.0pt too high) detected at line 41993 [473] Overfull \vbox (0.89993pt too high) detected at line 42074 [474] [475] [476] Underfull \hbox (badness 10000) in paragraph at lines 42308--42310 []\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 [477] Underfull \hbox (badness 10000) in paragraph at lines 42460--42463 []\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 [478] [479] Underfull \hbox (badness 10000) in paragraph at lines 42702--42705 []\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 42711--42714 \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 [480] Underfull \hbox (badness 10000) in paragraph at lines 42837--42839 []\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 [481] [482] [483] [484] Underfull \hbox (badness 10000) in paragraph at lines 43456--43459 []\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 [485] Underfull \hbox (badness 10000) in paragraph at lines 43515--43519 []\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 [486] [487] [488] [489] Underfull \hbox (badness 10000) in paragraph at lines 43992--43995 \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 [490] Underfull \hbox (badness 10000) in paragraph at lines 44183--44188 []\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 44183--44188 [][]\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 [491] [492] [493] Underfull \hbox (badness 10000) in paragraph at lines 44488--44490 []\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 44524--44526 []\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 [494] [495] [496] Underfull \hbox (badness 10000) in paragraph at lines 44850--44859 []\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 [497] Underfull \hbox (badness 10000) in paragraph at lines 44919--44924 []\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 44919--44924 [][]\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 44932--44935 \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 [498] [499] [500] [501] [502] [503] [504] [505] [506] [507] Underfull \hbox (badness 10000) in paragraph at lines 46008--46010 []\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 [508] Underfull \hbox (badness 10000) in paragraph at lines 46160--46163 []\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 [509] [510] Underfull \hbox (badness 10000) in paragraph at lines 46402--46405 []\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 46411--46414 \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 46537--46539 []\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 [511] [512] [513] [514] [515] Underfull \hbox (badness 10000) in paragraph at lines 47156--47159 []\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 [516] Underfull \hbox (badness 10000) in paragraph at lines 47215--47219 []\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 [517] [518] [519] Underfull \hbox (badness 10000) in paragraph at lines 47662--47665 \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 [520] [521] [522] Underfull \hbox (badness 10000) in paragraph at lines 48017--48019 []\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 48053--48055 []\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 [523] [524] [525] [526] [527] [528] [529] [530] [531] [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 49406--49408 []\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 [535] Underfull \hbox (badness 10000) in paragraph at lines 49558--49561 []\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 [536] [537] Underfull \hbox (badness 10000) in paragraph at lines 49800--49803 []\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 49809--49812 \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 [538] Underfull \hbox (badness 10000) in paragraph at lines 49935--49937 []\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 [539] [540] [541] [542] Underfull \hbox (badness 10000) in paragraph at lines 50554--50557 []\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 [543] Underfull \hbox (badness 10000) in paragraph at lines 50613--50617 []\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 [544] [545] [546] Underfull \hbox (badness 10000) in paragraph at lines 51090--51093 \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 [547] [548] Underfull \hbox (badness 10000) in paragraph at lines 51281--51286 []\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 51281--51286 [][]\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 [549] [550] [551] Underfull \hbox (badness 10000) in paragraph at lines 51586--51588 []\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 51622--51624 []\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 [552] [553] [554] Underfull \hbox (badness 10000) in paragraph at lines 51948--51957 []\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 [555] Underfull \hbox (badness 10000) in paragraph at lines 52017--52022 []\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 52017--52022 [][]\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 52030--52033 \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 [556] [557] Underfull \hbox (badness 5217) in paragraph at lines 52260--52263 []\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 [558] [559] [560] [561] Underfull \hbox (badness 10000) in paragraph at lines 52793--52798 []\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 52793--52798 [][]\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 [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] [573] [574] Underfull \hbox (badness 10000) in paragraph at lines 54172--54175 \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 [575] [576] [577] [578] [579] [580] [581] [582] [583] Underfull \hbox (badness 10000) in paragraph at lines 55228--55230 []\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 [584] Underfull \hbox (badness 10000) in paragraph at lines 55328--55331 []\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 55422--55424 []\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 [585] [586] [587] Underfull \hbox (badness 10000) in paragraph at lines 55837--55840 []\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 [588] [589] [590] [591] Underfull \hbox (badness 10000) in paragraph at lines 56309--56312 \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 56356--56361 []\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 56356--56361 [][]\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 [592] [593] [594] Underfull \hbox (badness 10000) in paragraph at lines 56575--56577 []\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 [595] Underfull \hbox (badness 10000) in paragraph at lines 56742--56747 []\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 56742--56747 [][]\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 56755--56758 \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 [596] [597] [598] [599] [600] [601] [602] [603] [604] [605] [606] Underfull \hbox (badness 10000) in paragraph at lines 58044--58046 []\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 [607] [608] Underfull \hbox (badness 10000) in paragraph at lines 58196--58199 []\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 [609] Underfull \hbox (badness 10000) in paragraph at lines 58438--58441 []\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 , [610] Underfull \hbox (badness 10000) in paragraph at lines 58447--58450 \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 58573--58575 []\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 [611] [612] [613] [614] [615] Underfull \hbox (badness 10000) in paragraph at lines 59192--59195 []\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 59251--59255 []\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 [616] [617] [618] [619] Underfull \hbox (badness 10000) in paragraph at lines 59728--59731 \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 [620] [621] Underfull \hbox (badness 10000) in paragraph at lines 59919--59924 []\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 59919--59924 [][]\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 [622] [623] [624] Underfull \hbox (badness 10000) in paragraph at lines 60224--60226 []\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 60260--60262 []\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 [625] [626] [627] Underfull \hbox (badness 10000) in paragraph at lines 60586--60595 []\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 60655--60660 []\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 60655--60660 [][]\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 60668--60671 \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 [628] [629] [630] [631] [632] [633] [634] Underfull \hbox (badness 10000) in paragraph at lines 61595--61597 []\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 [635] Underfull \hbox (badness 10000) in paragraph at lines 61658--61670 []\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 61658--61670 \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 61658--61670 \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 61658--61670 \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 61658--61670 \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 61658--61670 \T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S earch- [636] [637] [638] [639] [640] [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] Underfull \hbox (badness 10000) in paragraph at lines 64248--64250 []\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 [655] [656] [657] [658] [659] [660] Chapter 31. [661] [662] Chapter 32. [663] [664] [665] [666] [667] [668] [669] [670] Overfull \vbox (0.61996pt too high) detected at line 65652 [671] [672] [673] [674] [675] [676] [677] Underfull \hbox (badness 10000) in paragraph at lines 66393--66397 \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 66393--66397 \T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting s, see [678] [679] [680] [681] [682] [683] [684] [685] [686] [687] Underfull \hbox (badness 10000) in paragraph at lines 67725--67727 []\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 67760--67762 \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 67760--67762 \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- [688] [689] [690] [691] [692] [693] [694] [695] [696] [697] [698] [699] [700] [701] [702] [703] [704] [705] [706] [707] Underfull \hbox (badness 10000) in paragraph at lines 70272--70276 []\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 70272--70276 \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 70278--70282 []\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 70278--70282 \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 70302--70306 []\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 70302--70306 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [708] [709] [710] [711] Underfull \hbox (badness 10000) in paragraph at lines 70771--70773 []\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- [712] [713] [714] Chapter 33. [715] [716] [717] [718] Chapter 34. [719] Underfull \hbox (badness 10000) in paragraph at lines 71647--71652 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [720] [721] [722] [723] Underfull \hbox (badness 10000) in paragraph at lines 72189--72194 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [724] [725] [726] Underfull \hbox (badness 5331) in paragraph at lines 72642--72644 []\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 [727] [728] Underfull \hbox (badness 10000) in paragraph at lines 72883--72886 []\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 72883--72886 \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 , [729] Underfull \hbox (badness 10000) in paragraph at lines 73031--73034 []\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 73031--73034 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [730] [731] [732] [733] [734] [735] [736] [737] Underfull \hbox (badness 5771) in paragraph at lines 74081--74085 \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 74087--74091 []\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- [738] Underfull \hbox (badness 10000) in paragraph at lines 74113--74116 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [739] [740] Underfull \hbox (badness 5771) in paragraph at lines 74362--74366 \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 74368--74372 []\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 74394--74397 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [741] Underfull \hbox (badness 10000) in paragraph at lines 74414--74416 []\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 74443--74445 []\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 74451--74455 \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. [742] Underfull \hbox (badness 10000) in paragraph at lines 74558--74560 []\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 74566--74570 \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. [743] [744] [745] [746] [747] [748] [749] [750] [751] [752] [753] [754] Chapter 35. Overfull \vbox (4.99998pt too high) detected at line 76104 [755] [756] [757] Overfull \vbox (0.56987pt too high) detected at line 76373 [758] [759] [760] [761] [762] [763] ! 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.76837 \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.76837 \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.76837 \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.76838 \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.76838 \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.76838 \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.76839 \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.76839 \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.76839 \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.76839 \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.76840 ...─ 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.76840 ...─ 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.76840 ...─ 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.76840 ...─ 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.76841 ... └── 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.76841 ... └── 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.76841 ... └── employee\PYGZhy{}list.csv} [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] Underfull \hbox (badness 10000) in paragraph at lines 77922--77929 \T1/txtt/m/sl/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 6961) in paragraph at lines 77922--77929 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use [774] Underfull \hbox (badness 10000) in paragraph at lines 78063--78065 []\T1/qtm/m/n/10 Ex-am-ple: \T1/txtt/m/n/10 /mydomain.sharepoint.com,4732d...8b 01b0,eb0d3...e42f/b!8tQyRyn..... Overfull \vbox (3.27002pt too high) detected at line 78102 [775] [776] [777] Underfull \hbox (badness 10000) in paragraph at lines 78159--78166 \T1/txtt/m/sl/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 6961) in paragraph at lines 78159--78166 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use Underfull \hbox (badness 7558) in paragraph at lines 78177--78179 []\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 [778] [779] Underfull \hbox (badness 10000) in paragraph at lines 78410--78412 []\T1/txtt/bx/n/10 NotImplementedError \T1/qtm/m/n/10 ^^U If at-tempt-ing to up -load a di-rec-tory and [780] [781] [782] [783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] [796] [797] [798] Chapter 36. [799] [800] [801] [802] [803] [804] [805] [806] Underfull \hbox (badness 10000) in paragraph at lines 81877--81882 []\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 81877--81882 \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 81877--81882 \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 81877--81882 \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 , [807] [808] Chapter 37. [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] [821] [822] [823] [824] [825] [826] [827] [828] Chapter 38. [829] [830] Overfull \hbox (63.27374pt too wide) in paragraph at lines 84838--84841 []\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 ) [831] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84988--84991 []\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 ) [832] [833] Overfull \hbox (69.97372pt too wide) in paragraph at lines 85212--85215 []\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 ) [834] Underfull \hbox (badness 10000) in paragraph at lines 85331--85334 []\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 85340--85344 []\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 85340--85344 \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 85340--85344 \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 85390--85393 []\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 85399--85403 []\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 85399--85403 \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 85399--85403 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , [835] [836] [837] [838] [839] [840] Chapter 39. [841] [842] [843] [844] [845] [846] [847] [848] [849] [850] [851] [852] [853] [854] [855] Underfull \hbox (badness 6592) in paragraph at lines 87963--87965 []\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- [856] Underfull \hbox (badness 10000) in paragraph at lines 88081--88083 []\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m /n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , [857] [858] [859] [860] Chapter 40. [861] Underfull \hbox (badness 10000) in paragraph at lines 88632--88634 []\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 [862] Underfull \hbox (badness 10000) in paragraph at lines 88717--88719 []\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 [863] [864] [865] [866] [867] Underfull \hbox (badness 10000) in paragraph at lines 89498--89500 []\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 89576--89578 []\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 [868] [869] [870] Chapter 41. [871] Underfull \hbox (badness 10000) in paragraph at lines 89907--89911 []\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 89907--89911 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises [872] [873] [874] Chapter 42. Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 []\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 90101--90113 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 90101--90113 \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 90101--90113 \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, [875] [876] Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 []\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 90500--90510 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 90500--90510 \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}, ... ] [877] [878] [879] Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 []\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 90845--90860 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90845--90860 \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. [880] [881] [882] [883] [884] [885] [886] [887] [888] [889] [890] [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 92940--92942 []\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. [894] [895] [896] [897] Underfull \hbox (badness 10000) in paragraph at lines 93620--93622 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [898] [899] [900] [901] [902] [903] [904] Underfull \hbox (badness 10000) in paragraph at lines 94274--94277 []\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 94274--94277 \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 [905] Underfull \hbox (badness 10000) in paragraph at lines 94308--94310 \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 94315--94317 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [906] [907] Underfull \hbox (badness 10000) in paragraph at lines 94605--94608 []\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 94605--94608 \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 [908] [909] Underfull \hbox (badness 10000) in paragraph at lines 94939--94942 []\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 94939--94942 \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 94973--94975 \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 94980--94982 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [910] [911] [912] [913] [914] [915] Underfull \hbox (badness 10000) in paragraph at lines 95739--95742 []\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 95739--95742 \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 95744--95747 []\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 95744--95747 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [916] [917] [918] [919] [920] [921] [922] [923] [924] Underfull \hbox (badness 10000) in paragraph at lines 96871--96874 []\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 96876--96879 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [925] Underfull \hbox (badness 6708) in paragraph at lines 96949--96955 \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 96949--96955 \T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis t_id\T1/qtm/m/n/10 . For OTV and time-series projects, Underfull \hbox (badness 10000) in paragraph at lines 96965--96968 []\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 96970--96973 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [926] [927] [928] [929] [930] [931] [932] [933] [934] [935] [936] [937] [938] Chapter 43. [939] [940] [941] [942] [943] [944] [945] [946] Chapter 44. [947] [948] [949] [950] Chapter 45. [951] [952] [953] [954] Underfull \hbox (badness 5696) in paragraph at lines 100606--100614 []\T1/txtt/bx/n/10 deduplication_key \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qt m/m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Op-tional. A 1-72 char-ac- ter key that Underfull \hbox (badness 7759) in paragraph at lines 100606--100614 [][]\T1/txtt/m/sl/10 MemorySessionDeduplicationError[][]\T1/qtm/m/n/10 , which car-ries \T1/txtt/m/n/10 existing_session_id \T1/qtm/m/n/10 so [955] [956] [957] [958] Chapter 46. [959] [960] Chapter 47. [961] [962] [963] [964] [965] [966] [967] [968] [969] [970] Overfull \vbox (1.64996pt too high) detected at line 102635 [971] [972] [973] [974] [975] [976] Chapter 48. [977] Underfull \hbox (badness 10000) in paragraph at lines 103507--103509 []\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 [978] [979] [980] [981] [982] [983] Underfull \hbox (badness 10000) in paragraph at lines 104141--104147 \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 104141--104147 \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 104225--104232 []\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 104225--104232 \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 104225--104232 \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 [984] Underfull \hbox (badness 10000) in paragraph at lines 104234--104238 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [985] [986] Underfull \hbox (badness 7888) in paragraph at lines 104464--104471 \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 104464--104471 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 104487--104493 \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 104487--104493 \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. [987] [988] Underfull \hbox (badness 10000) in paragraph at lines 104689--104695 \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 104689--104695 \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 104735--104737 []\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 , [989] [990] Underfull \hbox (badness 10000) in paragraph at lines 104952--104960 []\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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 104952--104960 \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 [991] [992] [993] [994] Underfull \hbox (badness 10000) in paragraph at lines 105310--105312 []\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 105349--105352 []\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 [995] Underfull \hbox (badness 10000) in paragraph at lines 105404--105406 []\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 [996] Underfull \hbox (badness 10000) in paragraph at lines 105469--105475 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [997] [998] Overfull \hbox (0.89392pt too wide) in paragraph at lines 105753--105757 []\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 , [999] [1000] [1001] [1002] [1003] [1004] [1005] [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 106843--106852 []\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 [1008] Underfull \hbox (badness 10000) in paragraph at lines 106942--106947 []\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 106942--106947 [][]\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 106959--106962 \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 [1009] [1010] Underfull \hbox (badness 10000) in paragraph at lines 107161--107166 \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 [1011] Underfull \hbox (badness 10000) in paragraph at lines 107339--107344 \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 107339--107344 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [1012] Underfull \hbox (badness 10000) in paragraph at lines 107384--107389 \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 [1013] [1014] [1015] Underfull \hbox (badness 10000) in paragraph at lines 107778--107784 []\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 107778--107784 \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 , [1016] Underfull \hbox (badness 10000) in paragraph at lines 107797--107804 []\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 107797--107804 \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 107797--107804 \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 107806--107810 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 107841--107845 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1017] Underfull \hbox (badness 10000) in paragraph at lines 107967--107970 []\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 107967--107970 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [1018] [1019] [1020] Underfull \hbox (badness 10000) in paragraph at lines 108261--108263 []\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. [1021] [1022] [1023] Underfull \hbox (badness 10000) in paragraph at lines 108762--108769 []\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 108762--108769 \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 108762--108769 \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 [1024] [1025] Underfull \hbox (badness 10000) in paragraph at lines 108970--108976 []\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 108981--108986 \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 [1026] [1027] Underfull \hbox (badness 6364) in paragraph at lines 109185--109188 []\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 [1028] Underfull \hbox (badness 10000) in paragraph at lines 109256--109262 []\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 109256--109262 \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 109275--109282 []\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 109275--109282 \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 109290--109292 []\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 109294--109296 []\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 [1029] Underfull \hbox (badness 10000) in paragraph at lines 109339--109343 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1030] [1031] Underfull \hbox (badness 10000) in paragraph at lines 109748--109751 []\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 109758--109761 []\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 , [1032] Underfull \hbox (badness 10000) in paragraph at lines 109769--109772 []\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 109769--109772 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1033] Underfull \hbox (badness 6927) in paragraph at lines 109886--109889 []\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 [1034] [1035] Underfull \hbox (badness 10000) in paragraph at lines 110060--110065 []\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 , [1036] Underfull \hbox (badness 10000) in paragraph at lines 110202--110204 []\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 [1037] Underfull \hbox (badness 10000) in paragraph at lines 110281--110284 []\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 110281--110284 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1038] [1039] Underfull \hbox (badness 6927) in paragraph at lines 110454--110457 []\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 [1040] [1041] [1042] [1043] [1044] Underfull \hbox (badness 10000) in paragraph at lines 111101--111104 []\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 111101--111104 \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. [1045] [1046] Underfull \hbox (badness 5741) in paragraph at lines 111320--111328 \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 [1047] [1048] [1049] [1050] [1051] [1052] [1053] [1054] Underfull \hbox (badness 10000) in paragraph at lines 112569--112571 []\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 [1055] [1056] [1057] [1058] [1059] [1060] [1061] [1062] Chapter 49. [1063] Underfull \vbox (badness 10000) detected at line 113489 [1064] Underfull \hbox (badness 10000) in paragraph at lines 113570--113574 []\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 113570--113574 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1065] [1066] [1067] [1068] Chapter 50. [1069] [1070] Underfull \hbox (badness 7099) in paragraph at lines 114264--114267 []\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 , [1071] Underfull \hbox (badness 7099) in paragraph at lines 114306--114309 []\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 , [1072] [1073] [1074] [1075] [1076] Chapter 51. Underfull \hbox (badness 10000) in paragraph at lines 114707--114709 []\T1/qtm/m/n/10 Added the \T1/txtt/m/n/10 [pipelines] \T1/qtm/m/n/10 in-stall ex-tra for \T1/txtt/m/n/10 datarobot[]early[]access\T1/qtm/m/n/10 : \T1/txtt/m/ n/10 pip install [1077] Underfull \hbox (badness 10000) in paragraph at lines 114774--114776 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 CustomScoringMetricVersionFileContents \ T1/qtm/m/n/10 and \T1/txtt/m/n/10 CustomScoringMetricVersion. Underfull \hbox (badness 7133) in paragraph at lines 114778--114780 []\T1/qtm/m/n/10 Fixed \T1/txtt/m/n/10 CustomScoringMetric.list \T1/qtm/m/n/10 so \T1/txtt/m/n/10 isArchived \T1/qtm/m/n/10 is omit-ted when list-ing non-arch ived met-rics Underfull \hbox (badness 10000) in paragraph at lines 114847--114849 \T1/txtt/m/n/10 share_recipient_type=SHARING_RECIPIENT_TYPE.ORGANIZATION \T1/qt m/m/n/10 or \T1/txtt/m/n/10 SHARING_RECIPIENT_TYPE. [1078] [1079] Underfull \hbox (badness 10000) in paragraph at lines 114966--114969 []\T1/qtm/m/n/10 Ex-tended the project ad-vanced op-tions avail-able when set-t ing a tar-get to in-clude new pa- Underfull \hbox (badness 10000) in paragraph at lines 114966--114969 \T1/qtm/m/n/10 ram-e-ter \T1/txtt/bx/n/10 custom_metrics_losses_info \T1/qtm/m/ n/10 (part of the [][]\T1/txtt/m/sl/10 AdvancedOptions[][] \T1/qtm/m/n/10 ob-je ct; API field Underfull \hbox (badness 10000) in paragraph at lines 115013--115015 []\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 115017--115019 []\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 115017--115019 \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 [1080] [1081] Underfull \hbox (badness 10000) in paragraph at lines 115266--115269 []\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 [1082] Underfull \hbox (badness 10000) in paragraph at lines 115343--115346 []\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 115343--115346 \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. [1083] Underfull \hbox (badness 10000) in paragraph at lines 115462--115464 []\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 115478--115480 []\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. [1084] Underfull \hbox (badness 10000) in paragraph at lines 115566--115568 []\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 115570--115572 []\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 [1085] Underfull \hbox (badness 8038) in paragraph at lines 115662--115664 []\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 [1086] Underfull \hbox (badness 10000) in paragraph at lines 115698--115700 []\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 [1087] Underfull \hbox (badness 10000) in paragraph at lines 115797--115799 []\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 115797--115799 \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 115797--115799 \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 115797--115799 \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 [1088] Overfull \hbox (1.74904pt too wide) in paragraph at lines 115944--115946 []\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 115993--115995 []\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 [1089] Underfull \hbox (badness 10000) in paragraph at lines 116030--116032 []\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 [1090] Underfull \hbox (badness 10000) in paragraph at lines 116205--116207 []\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 [1091] Underfull \hbox (badness 10000) in paragraph at lines 116253--116255 []\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 116265--116268 []\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 7777) in paragraph at lines 116265--116268 [][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 CustomModelEmbeddingValidation[][]\T1/qtm/m/n/10 . In con -trast, Underfull \hbox (badness 10000) in paragraph at lines 116270--116272 []\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 [1092] Underfull \hbox (badness 10000) in paragraph at lines 116340--116342 []\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 116353--116355 []\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 [1093] [1094] [1095] Underfull \hbox (badness 10000) in paragraph at lines 116765--116768 []\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 116831--116833 []\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 [1096] Underfull \hbox (badness 10000) in paragraph at lines 116909--116911 []\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 116918--116925 []\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 [1097] Underfull \hbox (badness 10000) in paragraph at lines 116945--116947 []\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 116965--116967 []\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 117027--117029 []\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' [1098] Underfull \hbox (badness 10000) in paragraph at lines 117090--117093 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1099] Underfull \hbox (badness 10000) in paragraph at lines 117261--117264 []\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 [1100] Underfull \hbox (badness 10000) in paragraph at lines 117391--117393 []\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 [1101] Underfull \hbox (badness 10000) in paragraph at lines 117530--117534 []\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: [1102] Underfull \hbox (badness 10000) in paragraph at lines 117610--117612 [][][]\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 [1103] Underfull \hbox (badness 10000) in paragraph at lines 117685--117688 []\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 117685--117688 \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 117757--117759 []\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. [1104] [1105] Underfull \hbox (badness 10000) in paragraph at lines 117917--117919 []\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. [1106] [1107] [1108] Underfull \hbox (badness 10000) in paragraph at lines 118272--118274 []\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. [1109] [1110] Underfull \hbox (badness 10000) in paragraph at lines 118499--118501 \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 [1111] [1112] [1113] Underfull \hbox (badness 10000) in paragraph at lines 118956--118958 []\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 118960--118962 []\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 118964--118966 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1114] Underfull \hbox (badness 10000) in paragraph at lines 119139--119141 []\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 119163--119165 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1115] [1116] Underfull \hbox (badness 10000) in paragraph at lines 119292--119295 []\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 119302--119305 []\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 119317--119320 []\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 119322--119325 []\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. [1117] Underfull \hbox (badness 10000) in paragraph at lines 119484--119488 []\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 119484--119488 [][]\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 119490--119495 []\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 119490--119495 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1118] Underfull \hbox (badness 10000) in paragraph at lines 119600--119602 []\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 [1119] [1120] [1121] Underfull \hbox (badness 10000) in paragraph at lines 119885--119888 []\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 119890--119892 []\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 119973--119975 [][][]\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 119977--119979 [][][]\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 [1122] Underfull \hbox (badness 6364) in paragraph at lines 120009--120011 []\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. [1123] Underfull \hbox (badness 10000) in paragraph at lines 120132--120139 []\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 120132--120139 [][]\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 [1124] Underfull \hbox (badness 10000) in paragraph at lines 120332--120334 []\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 120350--120353 []\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 [1125] [1126] Underfull \hbox (badness 10000) in paragraph at lines 120602--120605 []\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 , [1127] Underfull \hbox (badness 6268) in paragraph at lines 120703--120706 []\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 120738--120742 []\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 [1128] Underfull \hbox (badness 10000) in paragraph at lines 120748--120756 []\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 120748--120756 \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 120748--120756 \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 120748--120756 \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 120748--120756 \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 120748--120756 [][]\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. [1129] Underfull \hbox (badness 10000) in paragraph at lines 120898--120901 []\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 120974--120977 []\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. [1130] [1131] Underfull \hbox (badness 10000) in paragraph at lines 121219--121222 []\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 121224--121227 []\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. [1132] Underfull \hbox (badness 7907) in paragraph at lines 121395--121400 []\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: [1133] Underfull \hbox (badness 10000) in paragraph at lines 121437--121440 []\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 121513--121518 []\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 121513--121518 \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. [1134] Underfull \hbox (badness 10000) in paragraph at lines 121538--121546 [][]\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 121538--121546 \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 121614--121617 []\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 121619--121625 []\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 121619--121625 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1135] Underfull \hbox (badness 10000) in paragraph at lines 121649--121656 []\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 121649--121656 \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 , [1136] Underfull \hbox (badness 8170) in paragraph at lines 121785--121788 []\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 121790--121793 \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 [1137] Underfull \hbox (badness 10000) in paragraph at lines 121873--121878 []\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 121898--121900 []\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 121977--121981 []\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 [1138] Underfull \hbox (badness 10000) in paragraph at lines 122020--122023 []\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: [1139] Underfull \hbox (badness 10000) in paragraph at lines 122163--122172 []\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 122174--122181 []\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. [1140] [1141] Underfull \hbox (badness 10000) in paragraph at lines 122365--122369 []\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 122403--122408 []\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 122423--122427 []\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 122423--122427 [][]\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 122447--122449 []\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 . [1142] [1143] Underfull \hbox (badness 10000) in paragraph at lines 122691--122695 []\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. [1144] Underfull \hbox (badness 10000) in paragraph at lines 122764--122766 []\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 122764--122766 [][]\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 122797--122799 []\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 122817--122820 []\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. [1145] Underfull \hbox (badness 7925) in paragraph at lines 122854--122856 []\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 122862--122867 []\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 [1146] Underfull \hbox (badness 10000) in paragraph at lines 122953--122955 []\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 122953--122955 \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 [1147] Underfull \hbox (badness 7451) in paragraph at lines 123042--123045 []\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 123042--123045 \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 [1148] [1149] Underfull \hbox (badness 10000) in paragraph at lines 123249--123258 []\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 123249--123258 [][]\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 123288--123290 [][][]\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 [1150] Underfull \hbox (badness 10000) in paragraph at lines 123410--123413 []\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 123429--123434 []\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 123429--123434 \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. [1151] Underfull \hbox (badness 10000) in paragraph at lines 123460--123464 []\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 123553--123561 []\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 123553--123561 \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 [1152] Underfull \hbox (badness 10000) in paragraph at lines 123576--123579 []\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 123586--123588 []\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 123628--123632 [][][]\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. [1153] Underfull \hbox (badness 10000) in paragraph at lines 123745--123749 []\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 123745--123749 \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 123765--123769 []\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. [1154] Underfull \hbox (badness 5302) in paragraph at lines 123791--123795 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1155] [1156] Underfull \hbox (badness 10000) in paragraph at lines 124065--124068 []\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. [1157] [1158] Underfull \hbox (badness 10000) in paragraph at lines 124258--124260 []\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, [1159] Underfull \hbox (badness 10000) in paragraph at lines 124362--124366 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1160] Underfull \hbox (badness 6268) in paragraph at lines 124477--124481 []\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. [1161] [1162] Underfull \hbox (badness 10000) in paragraph at lines 124613--124615 []\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. [1163] [1164] [1165] Underfull \hbox (badness 6016) in paragraph at lines 124956--124960 []\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 124976--124981 []\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 125047--125050 []\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 [1166] [1167] [1168] [1169] [1170] (./datarobot-public-api-client.ind [1171] [1172] [1173] Underfull \hbox (badness 10000) in paragraph at lines 84--86 []\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo t.models.notebooks.execution_environment.ExecutionEnvironment class Underfull \hbox (badness 5548) in paragraph at lines 130--132 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverBatch prop-erty\T1/qtm/ m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 132--134 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverTime prop-erty\T1/qtm/m /n/10 ), [1174] [1175] Underfull \hbox (badness 10000) in paragraph at lines 296--298 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.BlenderModel method\T1/qtm/m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 304--306 []\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 [1176] Underfull \hbox (badness 10000) in paragraph at lines 382--384 []\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 384--386 []\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 [1177] Underfull \hbox (badness 10000) in paragraph at lines 406--408 []\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 [1178] [1179] [1180] [1181] Underfull \hbox (badness 10000) in paragraph at lines 788--790 []\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 Underfull \hbox (badness 10000) in paragraph at lines 796--798 []\T1/txtt/m/n/10 delete() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.openai_embedding_model_validation.OpenAIEmbeddingModelValidation [1182] [1183] Overfull \hbox (6.44446pt too wide) in paragraph at lines 976--978 []\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 ), [1184] Underfull \hbox (badness 10000) in paragraph at lines 1065--1067 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview [1185] [1186] [1187] Underfull \hbox (badness 10000) in paragraph at lines 1348--1350 []\T1/txtt/m/n/10 get() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.genai. openai_embedding_model_validation.OpenAIEmbeddingModelValidation class [1188] [1189] [1190] Underfull \hbox (badness 10000) in paragraph at lines 1590--1592 []\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 1592--1594 []\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 [1191] Overfull \hbox (51.0944pt too wide) in paragraph at lines 1675--1677 []\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 1694--1696 []\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 [1192] [1193] [1194] [1195] [1196] Underfull \hbox (badness 10000) in paragraph at lines 2156--2158 []\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 [1197] [1198] Underfull \hbox (badness 10000) in paragraph at lines 2300--2302 []\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- [1199] [1200] Underfull \hbox (badness 10000) in paragraph at lines 2482--2484 []\T1/txtt/m/n/10 list() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.genai .openai_embedding_model_validation.OpenAIEmbeddingModelValidation class [1201] Underfull \hbox (badness 10000) in paragraph at lines 2558--2560 []\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 2565--2567 []\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 [1202] [1203] Overfull \hbox (33.2344pt too wide) in paragraph at lines 2717--2719 []\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 [1204] [1205] [1206] [1207] [1208] [1209] [1210] [1211] [1212] [1213] Underfull \hbox (badness 10000) in paragraph at lines 3625--3627 []\T1/txtt/m/n/10 update() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.openai_embedding_model_validation.OpenAIEmbeddingModelValidation [1214] [1215] Underfull \hbox (badness 7722) in paragraph at lines 3771--3773 []\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 ) [1216] (./datarobot-public-api-client.aux) ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips /tex-gyre/q-ec.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/s hare/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.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 (1224 pages, 5094439 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: Errors, in force_mode: so I tried finishing targets Collected error summary (may duplicate other messages): pdflatex: Command for 'pdflatex' gave return code 1 Refer to 'datarobot-public-api-client.log' for details