Read the Docs build information Build id: 2658497 Project: datarobot-public-api-client Version: early-access Commit: e35b785ce23d12c5fb4f1163b4bc907b2f8ec358 Date: 2024-12-03T21:06:28.707405Z State: finished Success: True [rtd-command-info] start-time: 2024-12-03T21:06:29.991971Z, end-time: 2024-12-03T21:06:33.176286Z, duration: 3, exit-code: 0 git clone --depth 1 git@github.com:datarobot/public_api_client.git . Cloning into '.'... Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2024-12-03T21:06:33.247303Z, end-time: 2024-12-03T21:06:36.120531Z, 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] v3.6.0rc0 -> v3.6.0rc0 [rtd-command-info] start-time: 2024-12-03T21:06:36.257164Z, end-time: 2024-12-03T21:06:36.864071Z, duration: 0, exit-code: 0 git checkout --force e35b785ce23d12c5fb4f1163b4bc907b2f8ec358 Note: switching to 'e35b785ce23d12c5fb4f1163b4bc907b2f8ec358'. 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 <new-branch-name> Or undo this operation with: git switch - Turn off this advice by setting config variable advice.detachedHead to false HEAD is now at e35b785 [VIZAI-4966] Improve handling of relative file paths in binary_helpers (#3397) [rtd-command-info] start-time: 2024-12-03T21:06:36.948315Z, end-time: 2024-12-03T21:06:37.006227Z, 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: 2024-12-03T21:06:44.145137Z, end-time: 2024-12-03T21:06:44.231619Z, duration: 0, exit-code: 0 asdf global python 3.11.10 [rtd-command-info] start-time: 2024-12-03T21:06:44.646328Z, end-time: 2024-12-03T21:06:45.753778Z, duration: 1, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.11.10.final.0-64 in 739ms 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: 2024-12-03T21:06:45.840827Z, end-time: 2024-12-03T21:06:58.602033Z, duration: 12, 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-24.3.1-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 11.2 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-75.6.0-py3-none-any.whl (1.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 23.8 MB/s eta 0:00:00 Installing collected packages: setuptools, pip Attempting uninstall: setuptools Found existing installation: setuptools 67.6.1 Uninstalling setuptools-67.6.1: Successfully uninstalled setuptools-67.6.1 Attempting uninstall: pip Found existing installation: pip 23.1 Uninstalling pip-23.1: Successfully 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packaging>=23.0 (from sphinx) Downloading packaging-24.2-py3-none-any.whl.metadata (3.2 kB) Collecting MarkupSafe>=2.0 (from Jinja2>=3.1->sphinx) Downloading MarkupSafe-3.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.0 kB) Collecting charset-normalizer<4,>=2 (from requests>=2.30.0->sphinx) Downloading charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (34 kB) Collecting idna<4,>=2.5 (from requests>=2.30.0->sphinx) Downloading idna-3.10-py3-none-any.whl.metadata (10 kB) Collecting urllib3<3,>=1.21.1 (from requests>=2.30.0->sphinx) Downloading urllib3-2.2.3-py3-none-any.whl.metadata (6.5 kB) Collecting certifi>=2017.4.17 (from requests>=2.30.0->sphinx) Downloading certifi-2024.8.30-py3-none-any.whl.metadata (2.2 kB) Downloading sphinx-8.1.3-py3-none-any.whl (3.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.5/3.5 MB 107.6 MB/s eta 0:00:00 Downloading alabaster-1.0.0-py3-none-any.whl (13 kB) Downloading babel-2.16.0-py3-none-any.whl (9.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9.6/9.6 MB 155.8 MB/s eta 0:00:00 Downloading docutils-0.21.2-py3-none-any.whl (587 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 587.4/587.4 kB 323.7 MB/s eta 0:00:00 Downloading imagesize-1.4.1-py2.py3-none-any.whl (8.8 kB) Downloading jinja2-3.1.4-py3-none-any.whl (133 kB) Downloading packaging-24.2-py3-none-any.whl (65 kB) Downloading pygments-2.18.0-py3-none-any.whl (1.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 346.7 MB/s eta 0:00:00 Downloading requests-2.32.3-py3-none-any.whl (64 kB) Downloading snowballstemmer-2.2.0-py2.py3-none-any.whl (93 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) Downloading certifi-2024.8.30-py3-none-any.whl (167 kB) Downloading charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (142 kB) Downloading idna-3.10-py3-none-any.whl (70 kB) Downloading MarkupSafe-3.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (23 kB) Downloading urllib3-2.2.3-py3-none-any.whl (126 kB) Installing collected packages: snowballstemmer, urllib3, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, requests, Jinja2, sphinx Successfully installed Jinja2-3.1.4 MarkupSafe-3.0.2 Pygments-2.18.0 alabaster-1.0.0 babel-2.16.0 certifi-2024.8.30 charset-normalizer-3.4.0 docutils-0.21.2 idna-3.10 imagesize-1.4.1 packaging-24.2 requests-2.32.3 snowballstemmer-2.2.0 sphinx-8.1.3 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 urllib3-2.2.3 [rtd-command-info] start-time: 2024-12-03T21:07:08.910659Z, end-time: 2024-12-03T21:07:57.511862Z, duration: 48, exit-code: 0 python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[dev] Processing /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: 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==3.6.0rc0) Downloading pandas-2.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (89 kB) 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typing-extensions<5,>=4.3.0 (from datarobot==3.6.0rc0) Downloading typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB) Collecting mypy-extensions<2,>=0.4.0 (from datarobot==3.6.0rc0) Downloading mypy_extensions-1.0.0-py3-none-any.whl.metadata (1.1 kB) Collecting strenum>=0.4.15 (from datarobot==3.6.0rc0) Downloading StrEnum-0.4.15-py3-none-any.whl.metadata (5.3 kB) Collecting pytest==7.3.0 (from datarobot==3.6.0rc0) Downloading pytest-7.3.0-py3-none-any.whl.metadata (7.9 kB) Collecting pytest-cov (from datarobot==3.6.0rc0) Downloading pytest_cov-6.0.0-py3-none-any.whl.metadata (27 kB) Collecting responses==0.21 (from datarobot==3.6.0rc0) Downloading responses-0.21.0-py3-none-any.whl.metadata (41 kB) Collecting pytest-asyncio==0.21.1 (from datarobot==3.6.0rc0) Downloading pytest_asyncio-0.21.1-py3-none-any.whl.metadata (4.0 kB) Collecting pyarrow (from datarobot==3.6.0rc0) Downloading pyarrow-18.1.0-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (3.3 kB) Collecting Pillow==10.3.0 (from datarobot==3.6.0rc0) Downloading pillow-10.3.0-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (9.2 kB) Collecting databricks-connect>=13.0 (from datarobot==3.6.0rc0) Downloading databricks_connect-16.0.0-py2.py3-none-any.whl.metadata (2.5 kB) Collecting black==24.4.2 (from datarobot==3.6.0rc0) Downloading black-24.4.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (77 kB) Collecting isort==5.10.1 (from datarobot==3.6.0rc0) Downloading isort-5.10.1-py3-none-any.whl.metadata (12 kB) Collecting flake8==5.0.4 (from datarobot==3.6.0rc0) Downloading flake8-5.0.4-py2.py3-none-any.whl.metadata (4.1 kB) Collecting pylint==2.15.0 (from datarobot==3.6.0rc0) Downloading pylint-2.15.0-py3-none-any.whl.metadata (9.8 kB) Collecting mypy==1.0.0 (from datarobot==3.6.0rc0) Downloading mypy-1.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.9 kB) Collecting types-PyYAML==6.0.12 (from datarobot==3.6.0rc0) Downloading types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB) Collecting types-python-dateutil==2.8.19 (from datarobot==3.6.0rc0) Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB) Collecting types-pytz==2022.2.1.0 (from datarobot==3.6.0rc0) Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB) Collecting types-requests==2.28.11 (from datarobot==3.6.0rc0) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.6.0rc0) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Requirement already satisfied: Sphinx>=8.1.3 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.6.0rc0) (8.1.3) Collecting sphinx_rtd_theme>=3.0 (from datarobot==3.6.0rc0) Downloading sphinx_rtd_theme-3.0.2-py2.py3-none-any.whl.metadata (4.4 kB) Collecting nbsphinx>=0.9.5 (from datarobot==3.6.0rc0) Downloading nbsphinx-0.9.5-py3-none-any.whl.metadata (2.1 kB) Collecting numpydoc<1.8.0,>=1.7.0 (from datarobot==3.6.0rc0) Downloading numpydoc-1.7.0-py3-none-any.whl.metadata (4.2 kB) Collecting jupyter_contrib_nbextensions (from datarobot==3.6.0rc0) Downloading jupyter_contrib_nbextensions-0.7.0.tar.gz (23.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 170.4 MB/s eta 0:00:00 Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Collecting sphinx-autodoc-typehints>=2 (from datarobot==3.6.0rc0) Downloading sphinx_autodoc_typehints-2.5.0-py3-none-any.whl.metadata (8.0 kB) Collecting sphinxcontrib-spelling==8.0.0 (from datarobot==3.6.0rc0) Downloading sphinxcontrib_spelling-8.0.0-py3-none-any.whl.metadata (2.9 kB) Collecting pyenchant==3.2.2 (from datarobot==3.6.0rc0) Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB) Collecting sphinx-copybutton (from datarobot==3.6.0rc0) Downloading sphinx_copybutton-0.5.2-py3-none-any.whl.metadata (3.2 kB) Collecting sphinx-markdown-builder (from datarobot==3.6.0rc0) Downloading sphinx_markdown_builder-0.6.7-py3-none-any.whl.metadata (3.5 kB) Collecting myst-parser==4.0.0 (from datarobot==3.6.0rc0) Downloading myst_parser-4.0.0-py3-none-any.whl.metadata (5.4 kB) Collecting click>=8.0.0 (from black==24.4.2->datarobot==3.6.0rc0) Downloading click-8.1.7-py3-none-any.whl.metadata (3.0 kB) Requirement already satisfied: packaging>=22.0 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from black==24.4.2->datarobot==3.6.0rc0) (24.2) Collecting pathspec>=0.9.0 (from black==24.4.2->datarobot==3.6.0rc0) Downloading pathspec-0.12.1-py3-none-any.whl.metadata (21 kB) Collecting platformdirs>=2 (from black==24.4.2->datarobot==3.6.0rc0) Downloading platformdirs-4.3.6-py3-none-any.whl.metadata (11 kB) Collecting ipython>=7.8.0 (from black[jupyter]==24.4.2; extra == 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filename=datarobot-3.6.0rc0-py3-none-any.whl size=1142579 sha256=12376045d669622f179e0758d9c7df09da63862e4d39a7e800f676efaae994f8 Stored in directory: /tmp/pip-ephem-wheel-cache-g0zsm8yi/wheels/12/51/52/5f992eb255f4bd779289aa206fd750c83ef8c86789e797f5af Building wheel for jupyter_contrib_nbextensions (setup.py): started Building wheel for jupyter_contrib_nbextensions (setup.py): finished with status 'done' Created wheel for jupyter_contrib_nbextensions: filename=jupyter_contrib_nbextensions-0.7.0-py2.py3-none-any.whl size=23428773 sha256=20a0ca24121a7805814396d4f7281c2b1b485ec60d94e1e991113734bf62df7f Stored in directory: /tmp/pip-ephem-wheel-cache-g0zsm8yi/wheels/cd/25/fe/cb6f3e82f5b1921b0157ac9e32adb2e54806ec1befc446be21 Building wheel for jupyter_contrib_core (setup.py): started Building wheel for jupyter_contrib_core (setup.py): finished with status 'done' Created wheel for jupyter_contrib_core: filename=jupyter_contrib_core-0.4.2-py2.py3-none-any.whl size=17472 sha256=afc0fc0b3a2b1b3e0610ad0b3a6a2b1aa5fc1b7a4e93b2c17f3b597f2ce54c21 Stored in directory: /tmp/pip-ephem-wheel-cache-g0zsm8yi/wheels/37/c3/18/be7a983c1120f15dc0c2d1cb9c33749871a93b034185e00ced Successfully built datarobot jupyter_contrib_nbextensions jupyter_contrib_core Installing collected packages: webencodings, wcwidth, types-urllib3, types-PyYAML, types-pytz, types-python-dateutil, trafaret, strenum, pytz, py4j, pure-eval, ptyprocess, jupyter_highlight_selected_word, ipython_genutils, fastjsonschema, wrapt, websocket-client, webcolors, uri-template, tzdata, typing-extensions, types-requests, traitlets, tornado, tomlkit, tokenize-rt, tinycss2, tabulate, soupsieve, sniffio, six, send2trash, rpds-py, rfc3986-validator, pyzmq, pyyaml, python-json-logger, pyflakes, pyenchant, pycparser, pycodestyle, pyasn1, pyarrow, psutil, protobuf, prompt_toolkit, prometheus-client, pluggy, platformdirs, Pillow, pexpect, pathspec, parso, pandocfilters, overrides, numpy, nest-asyncio, mypy-extensions, mistune, mdurl, mccabe, lxml, lazy-object-proxy, jupyterlab-pygments, jsonpointer, json5, isort, iniconfig, h11, grpcio, fqdn, executing, dill, defusedxml, decorator, debugpy, coverage, click, cachetools, bleach, attrs, async-lru, asttokens, terminado, stack_data, rsa, rfc3339-validator, responses, requests_toolbelt, referencing, python-dateutil, pytest, pyasn1-modules, mypy, matplotlib-inline, markdown-it-py, jupyter_core, jedi, httpcore, googleapis-common-protos, flake8, comm, cffi, black, beautifulsoup4, astroid, anyio, sphinxcontrib-spelling, sphinxcontrib-jquery, sphinx-markdown-builder, sphinx-copybutton, sphinx-autodoc-typehints, pytest-cov, pytest-asyncio, pylint, pandas, numpydoc, mdit-py-plugins, jupyter-server-terminals, jupyter-client, jsonschema-specifications, ipython, httpx, grpcio-status, google-auth, arrow, argon2-cffi-bindings, sphinx_rtd_theme, myst-parser, jsonschema, isoduration, ipykernel, datarobot, databricks-sdk, argon2-cffi, nbformat, databricks-connect, nbclient, jupyter-events, nbconvert, nbsphinx, jupyter-server, notebook-shim, jupyterlab-server, jupyter-lsp, jupyterlab, notebook, jupyter_contrib_core, jupyter_nbextensions_configurator, jupyter_contrib_nbextensions Successfully installed Pillow-10.3.0 anyio-4.6.2.post1 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 arrow-1.3.0 astroid-2.13.5 asttokens-3.0.0 async-lru-2.0.4 attrs-24.2.0 beautifulsoup4-4.12.3 black-24.4.2 bleach-6.2.0 cachetools-5.5.0 cffi-1.17.1 click-8.1.7 comm-0.2.2 coverage-7.6.8 databricks-connect-16.0.0 databricks-sdk-0.38.0 datarobot-3.6.0rc0 debugpy-1.8.9 decorator-5.1.1 defusedxml-0.7.1 dill-0.3.9 executing-2.1.0 fastjsonschema-2.21.1 flake8-5.0.4 fqdn-1.5.1 google-auth-2.36.0 googleapis-common-protos-1.66.0 grpcio-1.68.1 grpcio-status-1.68.1 h11-0.14.0 httpcore-1.0.7 httpx-0.28.0 iniconfig-2.0.0 ipykernel-6.29.5 ipython-8.30.0 ipython_genutils-0.2.0 isoduration-20.11.0 isort-5.10.1 jedi-0.19.2 json5-0.10.0 jsonpointer-3.0.0 jsonschema-4.23.0 jsonschema-specifications-2024.10.1 jupyter-client-8.6.3 jupyter-events-0.10.0 jupyter-lsp-2.2.5 jupyter-server-2.14.2 jupyter-server-terminals-0.5.3 jupyter_contrib_core-0.4.2 jupyter_contrib_nbextensions-0.7.0 jupyter_core-5.7.2 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-4.2.6 jupyterlab-pygments-0.3.0 jupyterlab-server-2.27.3 lazy-object-proxy-1.10.0 lxml-5.3.0 markdown-it-py-3.0.0 matplotlib-inline-0.1.7 mccabe-0.7.0 mdit-py-plugins-0.4.2 mdurl-0.1.2 mistune-3.0.2 mypy-1.0.0 mypy-extensions-1.0.0 myst-parser-4.0.0 nbclient-0.10.1 nbconvert-7.16.4 nbformat-5.10.4 nbsphinx-0.9.5 nest-asyncio-1.6.0 notebook-7.2.2 notebook-shim-0.2.4 numpy-1.26.4 numpydoc-1.7.0 overrides-7.7.0 pandas-2.2.3 pandocfilters-1.5.1 parso-0.8.4 pathspec-0.12.1 pexpect-4.9.0 platformdirs-4.3.6 pluggy-1.5.0 prometheus-client-0.21.1 prompt_toolkit-3.0.48 protobuf-5.29.0 psutil-6.1.0 ptyprocess-0.7.0 pure-eval-0.2.3 py4j-0.10.9.7 pyarrow-18.1.0 pyasn1-0.6.1 pyasn1-modules-0.4.1 pycodestyle-2.9.1 pycparser-2.22 pyenchant-3.2.2 pyflakes-2.5.0 pylint-2.15.0 pytest-7.3.0 pytest-asyncio-0.21.1 pytest-cov-6.0.0 python-dateutil-2.9.0.post0 python-json-logger-2.0.7 pytz-2024.2 pyyaml-6.0.2 pyzmq-26.2.0 referencing-0.35.1 requests_toolbelt-1.0.0 responses-0.21.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rpds-py-0.22.1 rsa-4.9 send2trash-1.8.3 six-1.16.0 sniffio-1.3.1 soupsieve-2.6 sphinx-autodoc-typehints-2.5.0 sphinx-copybutton-0.5.2 sphinx-markdown-builder-0.6.7 sphinx_rtd_theme-3.0.2 sphinxcontrib-jquery-4.1 sphinxcontrib-spelling-8.0.0 stack_data-0.6.3 strenum-0.4.15 tabulate-0.9.0 terminado-0.18.1 tinycss2-1.4.0 tokenize-rt-6.1.0 tomlkit-0.13.2 tornado-6.4.2 trafaret-2.1.1 traitlets-5.14.3 types-PyYAML-6.0.12 types-python-dateutil-2.8.19 types-pytz-2022.2.1.0 types-requests-2.28.11 types-urllib3-1.26.25 typing-extensions-4.12.2 tzdata-2024.2 uri-template-1.3.0 wcwidth-0.2.13 webcolors-24.11.1 webencodings-0.5.1 websocket-client-1.8.0 wrapt-1.17.0 [rtd-command-info] start-time: 2024-12-03T21:07:57.819888Z, end-time: 2024-12-03T21:07:57.883336Z, duration: 0, exit-code: 0 cat sdk_docs/conf.py # # Copyright 2021 DataRobot, Inc. and its affiliates. # # All rights reserved. # # DataRobot, Inc. # # This is proprietary source code of DataRobot, Inc. and its # affiliates. # # Released under the terms of DataRobot Tool and Utility Agreement. # # DataRobot Python API documentation build configuration file, created by # sphinx-quickstart on Mon Mar 16 10:50:19 2015. # # This file is execfile()d with the current directory set to its containing dir. # # Note that not all possible configuration values are present in this # autogenerated file. # # All configuration values have a default; values that are commented out # serve to show the default. import os import shutil import sys from sphinx.addnodes import versionmodified from sphinx.application import Sphinx from sphinx.util.docutils import SphinxDirective from sphinx_markdown_builder.translator import MarkdownTranslator 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" in version: # mainline quarterly releases never have the beta "b" in the version, only internal & weekly do tags.add("include_experimental_docs") # Copy the changelog to the docs directory so sphinx will include it root_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__))) changelog_path = os.path.join(root_dir, "CHANGES.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.autosummary", "sphinx.ext.doctest", "numpydoc", "nbsphinx", "sphinx_autodoc_typehints", "sphinx_copybutton", "sphinx_markdown_builder", "myst_parser", ] # make warnings go away- as advised by # https://github.com/phn/pytpm/issues/3#issuecomment-12133978 numpydoc_show_class_members = False nbsphinx_execute = "never" # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] # The suffix of source filenames. source_suffix = { ".rst": "restructuredtext", ".md": "markdown", } # Showing automatically documented members in same order as they are in source autodoc_member_order = "bysource" # The encoding of source files. # source_encoding = 'utf-8-sig' # The master toctree document. master_doc = "index" # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the # built documents. # # Thes are both the full X.Y.Z version, including alpha/beta/rc tags. # We think Sphinx probably wants both to be defined. release = version project = "DataRobot Python Client" copyright = "2019, DataRobot, Inc" # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. # language = None # There are two options for replacing |today|: either, you set today to some # non-false value, then it is used: # today = '' # Else, today_fmt is used as the format for a strftime call. # today_fmt = '%B %d, %Y' # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. exclude_patterns = ["_build", "**/.ipynb_checkpoints"] # The reST default role (used for this markup: `text`) to use for all documents. # default_role = None # If true, '()' will be appended to :func: etc. cross-reference text. # add_function_parentheses = True # If true, the current module name will be prepended to all description # unit titles (such as .. function::). # add_module_names = True # If true, sectionauthor and moduleauthor directives will be shown in the # output. They are ignored by default. # show_authors = False # The name of the Pygments (syntax highlighting) style to use. pygments_style = "sphinx" # A list of ignored prefixes for module index sorting. # modindex_common_prefix = [] # -- Options for HTML output --------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. html_theme = "sphinx_rtd_theme" # 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 # "<project> v<release> 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 <link> tag referring to it. The value of this option must be the # base URL from which the finished HTML is served. # html_use_opensearch = '' # This is the file name suffix for HTML files (e.g. ".xhtml"). # html_file_suffix = None # Output file base name for HTML help builder. htmlhelp_basename = "DataRobotPythonDoc" # -- Options for Markdown output ----------------------------------------------- # Adapted from https://github.com/liran-funaro/sphinx-markdown-builder?tab=readme-ov-file#configurations # If set to True, then anchors will be added before each section/function/class signature. # This allows references to a specific anchor in the document. # markdown_anchor_sections: True # markdown_anchor_signatures: True # If set to True, adds metadata to the top of each document containing author, copyright, # and version. markdown_docinfo: True # If set, all references will link to this prefix address. # markdown_http_base: "https://your-domain.com/docs" # If set, all references will link to documents with this suffix. # markdown_uri_doc_suffix: ".html" # -- Options for LaTeX output -------------------------------------------------- # latex_elements = { # The paper size ('letterpaper' or 'a4paper'). # 'papersize': 'letterpaper', # The font size ('10pt', '11pt' or '12pt'). # 'pointsize': '10pt', # Additional stuff for the LaTeX preamble. # 'preamble': '', # } fh = open("latex_preamble.tex", "r+") PREAMBLE = fh.read() fh.close() latex_elements = { "inputenc": "", "utf8extra": "", "preamble": PREAMBLE, } # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, author, documentclass [howto/manual]). latex_documents = [ ( "index", f"DataRobotPython_{version}_Docs.tex", "DataRobot Python API Documentation", "DataRobot, Inc.", "manual", ), ] # The name of an image file (relative to this directory) to place at the top of # the title page. # latex_logo = None # For "manual" documents, if this is true, then toplevel headings are parts, # not chapters. # latex_use_parts = False # If true, show page references after internal links. # latex_show_pagerefs = False # If true, show URL addresses after external links. # latex_show_urls = False # Documents to append as an appendix to all manuals. # latex_appendices = [] # If false, no module index is generated. # latex_domain_indices = True # -- Options for manual page output -------------------------------------------- # One entry per manual page. List of tuples # (source start file, name, description, authors, manual section). man_pages = [ ("index", "datarobotpython", "DataRobot Python API Documentation", ["DataRobot, Inc."], 1) ] # If true, show URL addresses after external links. # man_show_urls = False # -- Options for Texinfo output ------------------------------------------------ # Grouping the document tree into Texinfo files. List of tuples # (source start file, target name, title, author, # dir menu entry, description, category) texinfo_documents = [ ( "index", "DataRobotPython", "DataRobot Python API Documentation", "DataRobot, Inc.", "DataRobotPython", "One line description of project.", "Miscellaneous", ), ] # Documents to append as an appendix to all manuals. # texinfo_appendices = [] # If false, no module index is generated. # texinfo_domain_indices = True # How to display URL addresses: 'footnote', 'no', or 'inline'. # texinfo_show_urls = 'footnote' # Nitpick targets to ignore: # These are third-party packages that don't expose documentation for sphinx to link nitpick_ignore = [ ("py:data", "typing.Tuple"), ("py:data", "typing.Optional"), ("py:data", "typing.Union"), ("py:data", "typing.NoReturn"), ("py:data", "typing.Any"), ("py: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", ] def better_versionmodified(self: SphinxDirective, node: versionmodified) -> None: if version := node.get("version"): self.add(f"<!-- md:version {version} -->", prefix_eol=1) def setup(app: Sphinx) -> None: MarkdownTranslator.visit_versionmodified = better_versionmodified app.add_css_file("css/tight_table.css") [rtd-command-info] start-time: 2024-12-03T21:07:57.981225Z, end-time: 2024-12-03T21:09:05.897129Z, duration: 67, exit-code: 0 python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v8.1.3 loading translations [en]... done Initializing Spelling Checker 8.0.0 making output directory... done [autosummary] generating autosummary for: CHANGES.md, autodoc/advanced_options.md, autodoc/advanced_tuning.md, autodoc/anomaly_assessment.md, autodoc/api_object.md, autodoc/api_reference.md, autodoc/application.md, autodoc/automated_documentation.md, autodoc/batch_job.md, autodoc/batch_monitoring.md, ..., reference/modeling/spec/segmented_modeling.md, reference/modeling/spec/time_series.md, reference/modeling/spec/unsupervised_anomaly.md, reference/modeling/spec/unsupervised_clustering.md, reference/modeling/spec/visualai.md, reference/predictions/batch_predictions.md, reference/predictions/index.md, reference/predictions/predict_job.md, reference/use_cases/index.md, reference/use_cases/use_cases.md 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=set(), 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) building [mo]: targets for 0 po files that are out of date writing output... building [html]: targets for 128 source files that are out of date updating environment: [new config] 128 added, 0 changed, 0 removed reading sources... 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[29] LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model.get' on p age 30 undefined on input line 1936. LaTeX Warning: Hyper reference `autodoc/project:datarobot.models.Project.recomm ended_model' on page 30 undefined on input line 1953. LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model.train' on page 30 undefined on input line 1970. LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 30 undefin ed on input line 1972. LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 30 undefined on input line 1973. [30] LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model.cross_val idate' on page 31 undefined on input line 1995. LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.DatetimeModel.s core_backtests' on page 31 undefined on input line 2006. [31] [32] Underfull \hbox (badness 10000) in paragraph at lines 2164--2166 []\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 2178--2183 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [33] LaTeX Warning: Hyper reference `autodoc/missing_values_report:missing-values-re port-api' on page 34 undefined on input line 2239. [34] [35] LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model.request_t raining_predictions' on page 36 undefined on input line 2343. LaTeX Warning: Hyper reference `reference/predictions/predict_job:training-pred ictions' on page 36 undefined on input line 2346. 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To do so use Underfull \hbox (badness 7558) in paragraph at lines 2780--2785 \T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot\T1/qtm/m/n/10 . You can also re-trieve the de-tailed meta-data us-ing [42] LaTeX Warning: Hyper reference `autodoc/partitioning:dur-string-helper' on page 43 undefined on input line 2860. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 43 undefined on input line 2869. LaTeX Warning: Hyper reference `autodoc/feature:datarobot.models.Feature' on pa ge 43 undefined on input line 2893. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 43 undefined on input line 2901. LaTeX Warning: Hyper reference `autodoc/partitioning:datarobot.DatetimePartitio ningSpecification' on page 43 undefined on input line 2903. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 43 undefined on input line 2918. 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Underfull \hbox (badness 10000) in paragraph at lines 3118--3121 []\T1/txtt/m/sl/10 datarobot.FeatureSettings \T1/qtm/m/n/10 con-struc-tor re-ce ives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tin gs [46] LaTeX Warning: Hyper reference `autodoc/feature:datarobot.models.restore_discar ded_features.DiscardedFeaturesInfo' on page 47 undefined on input line 3159. LaTeX Warning: Hyper reference `reference/predictions/predict_job:predictions' on page 47 undefined on input line 3172. LaTeX Warning: Hyper reference `autodoc/predictions:datarobot.models.Prediction s' on page 47 undefined on input line 3184. LaTeX Warning: Hyper reference `autodoc/batch_predictions:batch-prediction-api' on page 47 undefined on input line 3201. LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.DatetimeModel' on page 47 undefined on input line 3220. Underfull \hbox (badness 6141) in paragraph at lines 3214--3221 []\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- [47] LaTeX Warning: Hyper reference `autodoc/calendar:datarobot.CalendarFile' on pag e 48 undefined on input line 3265. [48] LaTeX Warning: Hyper reference `autodoc/partitioning:datarobot.DatetimePartitio ningSpecification' on page 49 undefined on input line 3344. LaTeX Warning: Hyper reference `autodoc/calendar:datarobot.CalendarFile.create_ calendar_from_country_code' on page 49 undefined on input line 3376. LaTeX Warning: Hyper reference `autodoc/calendar:datarobot.CalendarFile.get_all owed_country_codes' on page 49 undefined on input line 3379. [49] LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.DatetimeModel.g et_accuracy_over_time_plot' on page 50 undefined on input line 3422. 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[63] Underfull \hbox (badness 7012) in paragraph at lines 4261--4264 []\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 [64] Underfull \hbox (badness 10000) in paragraph at lines 4311--4314 []\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 [65] [66] [67] [68] LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model' on page 69 undefined on input line 4594. [69] LaTeX Warning: Hyper reference `autodoc/clustering:datarobot.models.cluster_ins ight.ClusterInsight' on page 70 undefined on input line 4652. LaTeX Warning: Hyper reference `autodoc/clustering:datarobot.models.cluster_ins ight.ClusterInsight' on page 70 undefined on input line 1. LaTeX Warning: Hyper reference `autodoc/clustering:datarobot.models.cluster.Clu ster' on page 70 undefined on input line 1. 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See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5728 ├── 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 <return> for immediate help. ... l.5728 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. 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Underfull \hbox (badness 7168) in paragraph at lines 101692--101699 []\T1/qtm/m/n/10 The pa-ram-e-ters added to both APIs are: : - \T1/txtt/m/n/10 training_dataset_id \T1/qtm/m/n/10 - \T1/txtt/m/n/10 partition_column \T1/qtm/m /n/10 - LaTeX Warning: Hyper reference `autodoc/custom_models:datarobot.CustomInference Model.create' on page 1009 undefined on input line 101702. LaTeX Warning: Hyper reference `autodoc/custom_models:datarobot.CustomInference Model.update' on page 1009 undefined on input line 101702. LaTeX Warning: Hyper reference `autodoc/datasets:datarobot.models.Dataset.get_a s_dataframe' on page 1009 undefined on input line 101711. LaTeX Warning: Hyper reference `autodoc/project:datarobot.models.Project.list' on page 1009 undefined on input line 101715. [1009] LaTeX Warning: Hyper reference `autodoc/partitioning:datarobot.DatetimePartitio ning.to_dataframe' on page 1010 undefined on input line 101731. 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Underfull \hbox (badness 10000) in paragraph at lines 105805--105808 []\T1/qtm/m/n/10 A cus-tom pre-dic-tion thresh-old may now be con-fig-ured for each model via \T1/txtt/m/sl/10 Model. LaTeX Warning: Hyper reference `autodoc/project:datarobot.models.Project.check_ blendable' on page 1044 undefined on input line 105811. LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model.get_cross _validation_scores' on page 1044 undefined on input line 105816. Underfull \hbox (badness 10000) in paragraph at lines 105815--105817 []\T1/qtm/m/n/10 In-di-vid-ual cross val-i-da-tion scores can be re-trieved for new mod-els us-ing \T1/txtt/m/sl/10 Model. LaTeX Warning: Hyper reference `autodoc/jobs:datarobot.models.Job' on page 1044 undefined on input line 105834. LaTeX Warning: Hyper reference `autodoc/featurelist:datarobot.models.Featurelis t' on page 1044 undefined on input line 105840. 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Underfull \hbox (badness 10000) in paragraph at lines 105974--105978 []\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 105974--105978 \T1/txtt/m/sl/10 DatetimePartitioning.feature_log_list() \T1/qtm/m/n/10 and \T1 /txtt/m/sl/10 datarobot.DatetimePartitioning. LaTeX Warning: Hyper reference `autodoc/advanced_options:datarobot.helpers.Adva ncedOptions' on page 1045 undefined on input line 105987. LaTeX Warning: Hyper reference `autodoc/project:datarobot.models.Project' on pa ge 1045 undefined on input line 105988. LaTeX Warning: Hyper reference `autodoc/models:datarobot.models.Model' on page 1045 undefined on input line 105989. LaTeX Warning: Hyper reference `autodoc/blueprint:datarobot.models.Blueprint' o n page 1045 undefined on input line 105989. 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[1046] [1047] Underfull \hbox (badness 10000) in paragraph at lines 106284--106287 []\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. [1048] Underfull \hbox (badness 10000) in paragraph at lines 106384--106389 []\T1/qtm/m/n/10 When in-ter-act-ing with date-time par-ti-tioned projects, \T1 /txtt/m/n/10 DatetimeModel \T1/qtm/m/n/10 can be used to ac- Underfull \hbox (badness 10000) in paragraph at lines 106384--106389 \T1/qtm/m/n/10 cess more in-for-ma-tion spe-cific to mod-els in date-time par-t i-tioned projects. See :ref:\T1/txtt/m/n/10 the [1049] Underfull \hbox (badness 10000) in paragraph at lines 106467--106469 []\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, [1050] Underfull \hbox (badness 10000) in paragraph at lines 106571--106575 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1051] Underfull \hbox (badness 6268) in paragraph at lines 106686--106690 []\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. [1052] Underfull \hbox (badness 10000) in paragraph at lines 106822--106824 []\T1/txtt/m/n/10 PredictJob.create \T1/qtm/m/n/10 has been dep-re-cated in fa- vor of the al-ter-nate work-flow us-ing \T1/txtt/m/n/10 Model. 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(rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips /tex-gyre/q-ec.enc}{/usr/share/texlive/texmf-dist/fonts/enc/dvips/fontawesome5/ fa5free1.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/t exlive/texmf-dist/fonts/enc/dvips/base/8r.enc}</usr/share/texlive/texmf-dist/fo nts/type1/public/fontawesome5/FontAwesome5Free-Solid.pfb></usr/share/texlive/te xmf-dist/fonts/type1/public/amsfonts/cm/cmmi5.pfb></usr/share/texlive/texmf-dis t/fonts/type1/public/amsfonts/cm/cmsy5.pfb></usr/share/texmf/fonts/type1/public /tex-gyre/qhvb.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qhvbi.pfb></us r/share/texmf/fonts/type1/public/tex-gyre/qhvr.pfb></usr/share/texmf/fonts/type 1/public/tex-gyre/qtmb.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmbi. pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmr.pfb></usr/share/texmf/fo nts/type1/public/tex-gyre/qtmri.pfb></usr/share/texlive/texmf-dist/fonts/type1/ public/txfonts/t1xbtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txf onts/t1xbtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt .pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/ share/texlive/texmf-dist/fonts/type1/public/txfonts/tcxtt.pfb></usr/share/texli ve/texmf-dist/fonts/type1/urw/times/utmr8a.pfb> Output written on datarobot-public-api-client.pdf (1065 pages, 4148189 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Missing input file 'datarobot-public-api-client.ind' (or dependence on it) from following: 'No file datarobot-public-api-client.ind.' Latexmk: References changed. Latexmk: References changed. Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Latexmk: List of undefined refs and citations: Reference `autodoc/binary_data_helpers:module-datarobot.helpers.binary_data_utils' on page 1061 undefined on input line 107569 Reference `autodoc/client_configuration:module-datarobot.client' on page 1061 undefined on input line 107568 Reference `autodoc/training_predictions:module-datarobot.models.training_predictions' on page 1061 undefined on input line 107570 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 (1828 entries accepted, 0 rejected). Sorting entries..................done (21674 comparisons). Generating output file datarobot-public-api-client.ind.....done (3148 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. 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(/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [3] Underfull \hbox (badness 10000) in paragraph at lines 165--168 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes .csv da ta from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 174--178 [][][]\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 [4] [5] [6] [7] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [8] [9] [10] [11] [12] [13] [14] Overfull \vbox (1.97241pt too high) detected at line 1022 [15] Underfull \vbox (badness 10000) detected at line 1022 Underfull \vbox (badness 10000) detected at line 1022 [16] Overfull \vbox (1.97241pt too high) detected at line 1073 [17] [18] [19] Overfull \vbox (1.97241pt too high) detected at line 1254 [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] Underfull \hbox (badness 10000) in paragraph at lines 2164--2166 []\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 2178--2183 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [33] [34] [35] [36] [37] [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 2675--2678 []\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. [41] Underfull \hbox (badness 10000) in paragraph at lines 2748--2753 \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 Underfull \hbox (badness 10000) in paragraph at lines 2780--2785 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2780--2785 [][]\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 [42] [43] [44] [45] Underfull \hbox (badness 10000) in paragraph at lines 3118--3121 [][][]\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 [46] Underfull \hbox (badness 6141) in paragraph at lines 3214--3221 []\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- [47] [48] [49] [50] Underfull \hbox (badness 10000) in paragraph at lines 3502--3507 []\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. [51] Underfull \vbox (badness 10000) detected at line 3599 [52] Overfull \vbox (1.97241pt too high) detected at line 3696 [53] [54] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3726 ├── 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 <return> for immediate help. ... l.3726 ├── abyssinian ! 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LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3731 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3733 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3733 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3733 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3733 │ ├── … [55] [56 <./sample1.png>] [57 <./sample2.png>] [58 <./activation_map1.png> <./a ctivation_map2.png>] [59] [60 <./embeddings.png>] [61] [62] [63] Underfull \hbox (badness 7012) in paragraph at lines 4261--4264 []\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 [64] Underfull \hbox (badness 10000) in paragraph at lines 4311--4314 []\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 [65] [66] [67] [68] [69] [70] [71] [72] [73] ! 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 <return> for immediate help. ... l.5114 ...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 <return> for immediate help. ... l.5114 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [74] [75] [76] [77] [78] [79] [80] [81] [82] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.5724 ├── 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 <return> for immediate help. ... l.5724 ├── 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 <return> for immediate help. ... l.5724 ├── 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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5728 ├── 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 <return> for immediate help. ... l.5728 ├── 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 <return> for immediate help. ... l.5728 ├── data.csv [83] [84] [85] [86] Overfull \vbox (0.8766pt too high) detected at line 6052 [87] [88] Underfull \hbox (badness 10000) in paragraph at lines 6157--6165 []\T1/qtm/m/n/10 :::{note} \T1/txtt/m/n/10 PredictionExplanations.get_all_as_da taframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [89] Overfull \vbox (2.31647pt too high) detected at line 6281 [90] [91] [92] [93] [94] [95] [96] [97] [98] [99] [100] [101] [102] [103] [104] [105] Underfull \hbox (badness 10000) in paragraph at lines 7368--7373 []\T1/qtm/m/n/10 If you just want to get gen-er-ated pre-dic-tions from a Pre-d ic-tJob, you can use the \T1/txtt/m/n/10 PredictJob. [106] [107] [108] [109] [110] [111] [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 5231) in paragraph at lines 8253--8258 []\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- [118] Underfull \hbox (badness 10000) in paragraph at lines 8344--8347 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8344--8347 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8344--8347 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 8376--8379 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 8376--8379 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8389--8391 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 8389--8391 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8389--8391 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8389--8391 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8397--8400 \T1/qtm/m/n/10 such as [119] Overfull \vbox (676.10883pt too high) has occurred while \output is active [120] Underfull \hbox (badness 5832) in paragraph at lines 8408--8414 []\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 8408--8414 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply Underfull \hbox (badness 10000) in paragraph at lines 8455--8458 []\T1/qtm/m/n/10 When cre-at-ing a new de-ploy-ment, a DataRobot \T1/txtt/m/n/1 0 registered_model_version_id\TS1/txtt/m/n/10 ``\T1/txtt/m/n/10 (also known as [121] [122] [123] [124] [125] [126] [127] [128] [129] [130] [131] [132] [133] [134] [135] Underfull \hbox (badness 10000) in paragraph at lines 9531--9535 \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. [136] [137] [138] [139] [140] [141] [142] [143] [144] [145] [146] Underfull \hbox (badness 7415) in paragraph at lines 10241--10244 []\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 [147] [148] [149] [150] [151] [152] [153] [154] Overfull \vbox (0.71944pt too high) detected at line 10870 [155] [156] [157] Underfull \hbox (badness 10000) in paragraph at lines 11036--11039 []\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 [158] [159] Underfull \hbox (badness 10000) in paragraph at lines 11157--11160 []\T1/qtm/m/n/10 When cre-at-ing a bi-nary clas-si-fi-ca-tion Cus-tom In-fer-en ce Model, \T1/txtt/m/n/10 positive_class_label \T1/qtm/m/n/10 and [160] Overfull \vbox (2.67389pt too high) detected at line 11252 [161] Overfull \vbox (1.97238pt too high) detected at line 11316 [162] [163] [164] [165] Underfull \hbox (badness 10000) in paragraph at lines 11567--11571 []\T1/qtm/m/n/10 cus-tom_model.update(is_training_data_for_versions_permanently _enabled=True) cus- [166] [167] [168] [169] [170] [171] [172] [173] [174] [175] Underfull \hbox (badness 10000) in paragraph at lines 12204--12207 []\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [176] [177] [178] [179] Underfull \hbox (badness 10000) in paragraph at lines 12460--12463 []\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 [180] [181] [182] [183] [184] [185] [186] Overfull \vbox (2.02043pt too high) detected at line 12998 [187] Overfull \vbox (1.27087pt too high) detected at line 13075 [188] [189] [190] [191] [192] [193] [194] [195] Underfull \hbox (badness 10000) in paragraph at lines 13603--13606 []\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 [196] Overfull \hbox (51.86432pt too wide) in paragraph at lines 13687--13687 \T1/qtm/m/it/10 ber_of_incremental_learning_iterations_before_best_model_select ion=None\T1/qtm/m/n/10 , [197] [198] [199] Underfull \hbox (badness 10000) in paragraph at lines 13804--13809 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 13862--13868 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 13862--13868 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13862--13868 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [200] [201] [202] [203] [204] [205] [206] [207] [208] Overfull \hbox (14.55872pt too wide) in paragraph at lines 14897--14897 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [209] [210] [211] [212] [213] [214] [215] [216] [217] [218] [219] Overfull \vbox (0.87964pt too high) detected at line 16090 [220] [221] [222] [223] [224] [225] [226] [227] [228] [229] [230] [231] [232] [233] [234] [235] [236] Underfull \hbox (badness 10000) in paragraph at lines 17729--17733 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (62.72911pt too wide) in paragraph at lines 17734--17738 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttps://storage_account.blob.endpoint/container/blob_name\T1/qtm/m/n/10 ) Underfull \hbox (badness 10000) in paragraph at lines 17784--17788 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (23.14409pt too wide) in paragraph at lines 17789--17793 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttp(s)://storage.googleapis.com/[bucket]/[object]\T1/qtm/m/n/10 ) [237] [238] Underfull \hbox (badness 10000) in paragraph at lines 17963--17966 []\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. [239] [240] [241] [242] [243] [244] [245] [246] [247] Overfull \hbox (5.07387pt too wide) in paragraph at lines 18856--18856 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [248] Overfull \hbox (10.32385pt too wide) in paragraph at lines 18923--18923 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 18989--18989 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [249] [250] [251] [252] [253] [254] [255] Overfull \vbox (0.67963pt too high) detected at line 19806 [256] [257] [258] [259] [260] [261] [262] [263] [264] Overfull \hbox (5.11876pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| [265] [266] [267] [268] [269] [270] [271] [272] [273] [274] [275] [276] [277] [278] [279] [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] Overfull \vbox (1.47964pt too high) detected at line 23405 [292] [293] [294] [295] Overfull \vbox (1.6316pt too high) detected at line 23716 [296] [297] Overfull \hbox (18.09383pt too wide) in paragraph at lines 23872--23872 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 23872--23872 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [298] [299] [300] Overfull \hbox (23.3838pt too wide) in paragraph at lines 24143--24143 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 24143--24143 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [301] [302] Overfull \hbox (19.14882pt too wide) in paragraph at lines 24394--24394 \T1/qtm/m/it/10 tom_metric_metadata\T1/qtm/m/n/10 , Overfull \hbox (5.03381pt too wide) in paragraph at lines 24394--24394 \T1/qtm/m/it/10 fault_environment\T1/qtm/m/n/10 , Overfull \hbox (6.40382pt too wide) in paragraph at lines 24394--24394 \T1/qtm/m/it/10 plate_metric_type\T1/txtt/m/n/10 )| [303] Underfull \hbox (badness 10000) in paragraph at lines 24534--24540 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [304] [305] [306] Overfull \hbox (8.1838pt too wide) in paragraph at lines 24883--24883 \T1/qtm/m/it/10 is_model_specific\T1/qtm/m/n/10 , [307] [308] Underfull \hbox (badness 10000) in paragraph at lines 25107--25112 \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 , Underfull \hbox (badness 10000) in paragraph at lines 25107--25112 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.ANOMALY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25114--25118 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25114--25118 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED \T1/qtm/m/n/10 or \T1/qtm/m/ it/10 datarobot.TARGET_TYPE.ANOMALY [309] Underfull \hbox (badness 10000) in paragraph at lines 25176--25179 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25176--25179 \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 , [310] [311] Underfull \hbox (badness 10000) in paragraph at lines 25368--25373 \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 25368--25373 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] Underfull \hbox (badness 10000) in paragraph at lines 25375--25378 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25410--25413 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25410--25413 \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 , [312] [313] [314] Overfull \hbox (15.66096pt too wide) in paragraph at lines 25718--25723 \T1/qtm/m/n/10 the type of the im-age, ei-ther CUS-TOM_MODEL_IMAGE_TYPE.CUSTOM_ MODEL_IMAGE Underfull \hbox (badness 10000) in paragraph at lines 25718--25723 \T1/qtm/m/n/10 if the test-ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as it s model or CUS- Underfull \hbox (badness 10000) in paragraph at lines 25762--25765 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25762--25765 \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 , [315] Underfull \hbox (badness 10000) in paragraph at lines 25814--25817 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25814--25817 \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 , [316] [317] [318] Underfull \hbox (badness 10000) in paragraph at lines 26135--26138 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26135--26138 \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 , [319] Underfull \hbox (badness 10000) in paragraph at lines 26237--26241 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of Underfull \hbox (badness 10000) in paragraph at lines 26262--26272 \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 26262--26272 \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 26274--26277 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26274--26277 \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 , [320] [321] Underfull \hbox (badness 10000) in paragraph at lines 26437--26441 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of [322] Underfull \hbox (badness 10000) in paragraph at lines 26462--26472 \T1/qtm/m/n/10 will be used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/my Model/file1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 26462--26472 \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 26462--26472 \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 26479--26482 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26479--26482 \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 , [323] [324] [325] [326] [327] [328] Underfull \hbox (badness 10000) in paragraph at lines 27165--27169 \T1/qtm/m/n/10 Get lat-est cus-tom model ver-sion con-ver-sion for a given cus- tom model ver-sion. :rtype: Underfull \hbox (badness 10000) in paragraph at lines 27215--27219 \T1/qtm/m/n/10 Get cus-tom model ver-sion con-ver-sions list per cus-tom model ver-sion. :rtype: [329] Underfull \hbox (badness 10000) in paragraph at lines 27308--27312 \T1/qtm/m/n/10 Re-trieve in-for-ma-tion about a cus-tom model ver-sion's de-pen -dency build :rtype: Underfull \hbox (badness 10000) in paragraph at lines 27347--27351 \T1/qtm/m/n/10 Start the de-pen-dency build for a cus-tom model ver-sion de-pen -dency build :rtype: [330] [331] [332] [333] [334] Underfull \hbox (badness 10000) in paragraph at lines 27924--27927 \T1/qtm/m/n/10 build sta-tus of the ex-e-cu-tion en-vi-ron-ment ver-sion to fil -ter by. See Underfull \hbox (badness 10000) in paragraph at lines 27924--27927 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [335] [336] [337] [338] Underfull \hbox (badness 10000) in paragraph at lines 28396--28400 \T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to be be-tw een 0 Underfull \hbox (badness 10000) in paragraph at lines 28396--28400 \T1/qtm/m/n/10 and 1 by DR. only ap-plies to cus-tom es-ti-ma-tors with tar-get type [339] [340] [341] [342] [343] [344] [345] [346] [347] [348] [349] [350] [351] [352] [353] [354] Overfull \hbox (7.10396pt too wide) in paragraph at lines 30211--30211 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [355] [356] [357] [358] [359] [360] [361] [362] [363] [364] [365] [366] [367] [368] [369] [370] [371] [372] Underfull \hbox (badness 10000) in paragraph at lines 32067--32070 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [373] Underfull \hbox (badness 6125) in paragraph at lines 32131--32134 \T1/qtm/m/n/10 [str] Op-tional. The iden-ti-fier of the Con-nec-tor. if the typ e is Data-S-tore- Underfull \hbox (badness 10000) in paragraph at lines 32135--32138 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [374] [375] [376] [377] [378] [379] [380] [381] [382] [383] [384] [385] [386] [387] [388] [389] [390] [391] [392] [393] [394] [395] [396] [397] [398] [399] Underfull \hbox (badness 5077) in paragraph at lines 34920--34927 \T1/qtm/m/n/10 SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ NAME$[][]/<query>' - for [400] [401] [402] Underfull \hbox (badness 10000) in paragraph at lines 35268--35271 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [403] [404] [405] Underfull \hbox (badness 10000) in paragraph at lines 35606--35609 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [406] [407] Underfull \hbox (badness 10000) in paragraph at lines 35909--35912 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [408] [409] [410] [411] [412] [413] [414] [415] [416] [417] [418] [419] [420] [421] Underfull \hbox (badness 10000) in paragraph at lines 37358--37362 \T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at-t ributes, see [422] [423] [424] [425] Underfull \hbox (badness 10000) in paragraph at lines 37765--37770 \T1/qtm/m/n/10 [bool] If pre-dic-tions data col-lec-tion is en-abled for this d e-ploy- Underfull \hbox (badness 10000) in paragraph at lines 37765--37770 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see Underfull \hbox (badness 10000) in paragraph at lines 37835--37840 \T1/qtm/m/n/10 [bool] If tar-get pre-dic-tion_warning is en-abled for this de-p loy-ment. Underfull \hbox (badness 10000) in paragraph at lines 37835--37840 \T1/qtm/m/n/10 To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-ti ngs, see [426] [427] [428] [429] [430] Underfull \hbox (badness 10000) in paragraph at lines 38369--38373 \T1/qtm/m/n/10 Re-trieve drift in-for-ma-tion for de-ploy-ment's fea-tures over a cer-tain time pe-riod. :rtype: Underfull \hbox (badness 10000) in paragraph at lines 38425--38429 \T1/qtm/m/n/10 Re-trieve stats of de-ploy-ment's pre-dic-tion re-sponse over a cer-tain time pe-riod. :rtype: [431] [432] [433] [434] [435] [436] [437] [438] [439] [440] [441] [442] [443] [444] [445] Underfull \hbox (badness 10000) in paragraph at lines 40095--40099 \T1/qtm/m/n/10 Re-trieve drift in-for-ma-tion for de-ploy-ment's fea-tures over a cer-tain time pe-riod. :rtype: [446] [447] [448] [449] [450] [451] Overfull \hbox (10.41382pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [452] [453] [454] [455] [456] [457] [458] Overfull \hbox (18.58876pt too wide) in paragraph at lines 41593--41593 []\T1/qtm/m/it/10 document_index\T1/qtm/m/n/10 , Overfull \hbox (50.41376pt too wide) in paragraph at lines 41593--41593 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [459] [460] Overfull \hbox (2.35878pt too wide) in paragraph at lines 41692--41692 \T1/qtm/m/it/10 ment_page_width\T1/qtm/m/n/10 , Overfull \hbox (5.6338pt too wide) in paragraph at lines 41692--41692 \T1/qtm/m/it/10 ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 41692--41692 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [461] Overfull \hbox (78.24869pt too wide) in paragraph at lines 41851--41851 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.90869pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.59868pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (110.3087pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 is_external_baseline_dataset_valid\T1/qtm/m/n/10 , Overfull \hbox (70.54372pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [462] [463] [464] [465] [466] [467] [468] [469] Underfull \hbox (badness 10000) in paragraph at lines 42555--42560 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [470] [471] [472] [473] Underfull \hbox (badness 10000) in paragraph at lines 43083--43088 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [474] [475] [476] [477] [478] [479] Underfull \hbox (badness 10000) in paragraph at lines 43782--43785 []\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 43782--43785 \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 , Underfull \hbox (badness 10000) in paragraph at lines 43853--43856 []\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via: [480] Underfull \hbox (badness 10000) in paragraph at lines 43918--43921 \T1/qtm/m/n/10 [list(dict)] List of con-di-tional prob-a-bil-ity val-ues with a schema de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 43928--43931 []\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 43928--43931 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [481] [482] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [483] Underfull \hbox (badness 10000) in paragraph at lines 44252--44256 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met-ric to Underfull \hbox (badness 10000) in paragraph at lines 44252--44256 \T1/qtm/m/n/10 get pair-wise data for. Since `v2.19' this is op-tional and de-f aults to Underfull \hbox (badness 10000) in paragraph at lines 44257--44261 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de-pen- Underfull \hbox (badness 10000) in paragraph at lines 44257--44261 \T1/qtm/m/n/10 dence for the data. Since `v2.19' this is op-tional and de-fault s to [484] [485] [486] [487] Overfull \hbox (14.04398pt too wide) in paragraph at lines 44755--44755 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [488] [489] [490] [491] [492] [493] [494] [495] [496] [497] [498] [499] [500] [501] [502] [503] [504] Overfull \hbox (16.12384pt too wide) in paragraph at lines 46686--46686 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [505] [506] [507] [508] Overfull \hbox (52.87373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (1.0587pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (7.13869pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (36.63872pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (5.91373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (14.24371pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (9.38373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (7.16373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (12.7187pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (17.0537pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [509] Overfull \hbox (47.62375pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (30.75374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (1.8887pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (31.38873pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (0.66374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (8.99373pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (4.13374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (1.91374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (7.46872pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (11.80371pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [510] [511] [512] [513] [514] [515] [516] [517] [518] Overfull \hbox (19.21895pt too wide) in paragraph at lines 48114--48114 \T1/qtm/m/it/10 tom_model_embedding_validations\T1/txtt/m/n/10 )| [519] [520] [521] [522] [523] [524] [525] [526] Overfull \hbox (63.45396pt too wide) in paragraph at lines 49008--49008 []\T1/qtm/m/it/10 max_documents_retrieved_per_prompt=None\T1/qtm/m/n/10 , Overfull \hbox (154.79895pt too wide) in paragraph at lines 49008--49008 \T1/qtm/m/it/10 triever=VectorDatabaseRetrievers.SINGLE_LOOKUP_RETRIEVER\T1/qtm /m/n/10 , [527] [528] [529] Overfull \hbox (80.15385pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (6.97385pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 tom_metric_id=None\T1/qtm/m/n/10 , Overfull \hbox (69.61385pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (36.32384pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 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llm_blueprint_id\T1/qtm/m/n/10 , Overfull \hbox (85.52342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 eval- Overfull \hbox (74.11342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 u- Overfull \hbox (74.11342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 a- Overfull \hbox (189.5584pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 tion_dataset_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (146.31343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ootb_dataset_name\T1/qtm/m/n/10 , Overfull \hbox (83.40343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 met- Overfull \hbox (106.05342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ric_name\T1/qtm/m/n/10 , Overfull \hbox (78.55342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 de- Overfull \hbox (86.18343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ploy- Overfull \hbox (101.0584pt too wide) in 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paragraph at lines 50274--50274 []\T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (126.33353pt too wide) in paragraph at lines 50274--50274 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (45.6035pt too wide) in paragraph at lines 50274--50274 \T1/qtm/m/it/10 re- Overfull \hbox (127.8135pt too wide) in paragraph at lines 50274--50274 \T1/qtm/m/it/10 sponse_column_name\T1/txtt/m/n/10 )| [541] Overfull \hbox (37.12378pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (20.88876pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (55.55376pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 tions_prefix_column_name\T1/qtm/m/n/10 , Overfull \hbox (35.85378pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (20.25377pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (77.58376pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 pected_response_column_name\T1/txtt/m/n/10 )| [542] [543] [544] [545] Overfull \hbox (18.55885pt too wide) in paragraph at lines 50737--50737 \T1/qtm/m/it/10 llm_test_grading_criteria\T1/qtm/m/n/10 , Overfull \hbox (66.80383pt too wide) in paragraph at lines 50737--50737 \T1/qtm/m/it/10 is_out_of_the_box_test_configuration\T1/qtm/m/n/10 , [546] [547] [548] Overfull \hbox (140.00858pt too wide) in paragraph at lines 50994--50994 []\T1/qtm/m/it/10 supported_insight_configurations\T1/qtm/m/n/10 , Overfull \hbox (98.50859pt too wide) in paragraph at lines 50994--50994 \T1/qtm/m/it/10 datasets_compatibility\T1/txtt/m/n/10 )| [549] [550] Overfull \hbox (4.15392pt too wide) in paragraph at lines 51276--51276 \T1/qtm/m/it/10 max_num_prompts=None\T1/qtm/m/n/10 , Overfull \hbox (34.77391pt too wide) in paragraph at lines 51276--51276 \T1/qtm/m/it/10 prompt_sampling_strategy=None\T1/qtm/m/n/10 , Overfull \hbox (48.6139pt too wide) in paragraph at lines 51276--51276 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , [551] Overfull \hbox (43.32393pt too wide) in paragraph at lines 51328--51328 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , [552] Overfull \hbox (29.66399pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_pipeline_metric_name=None\T1/qtm/m/n/10 , Overfull \hbox (11.80397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_llm_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (44.88397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_moderation_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (24.52399pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_pipeline_template_id=None\T1/qtm/m/n/10 , Overfull \hbox (28.39398pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_pipeline_metric_name=None\T1/qtm/m/n/10 , Overfull \hbox (10.53397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_llm_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (43.61397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_moderation_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (26.00397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_pipeline_template_id=None\T1/txtt/m/n/10 )| [553] [554] [555] Overfull \hbox (6.61407pt too wide) in paragraph at lines 51793--51793 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (27.13399pt too wide) in paragraph at lines 51793--51793 \T1/qtm/m/it/10 model_package_registered_model_id=None\T1/txtt/m/n/10 )| [556] Overfull \hbox (113.39859pt too wide) in paragraph at lines 51883--51883 []\T1/qtm/m/it/10 ootb_metric_configurations\T1/txtt/m/n/10 )| [557] [558] [559] [560] [561] [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] [573] [574] [575] [576] [577] [578] [579] [580] [581] [582] [583] [584] [585] [586] [587] [588] [589] [590] [591] [592] [593] [594] [595] [596] [597] [598] [599] [600] [601] [602] Underfull \hbox (badness 5359) in paragraph at lines 57572--57575 \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 [603] [604] [605] [606] [607] [608] [609] [610] [611] [612] [613] Underfull \hbox (badness 10000) in paragraph at lines 59015--59020 []\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 59015--59020 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [614] [615] [616] [617] [618] [619] [620] Underfull \hbox (badness 5592) in paragraph at lines 59676--59682 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 59676--59682 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 59721--59726 []\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 59721--59726 [][]\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 [621] [622] [623] [624] [625] [626] [627] [628] [629] [630] [631] [632] [633] Underfull \hbox (badness 5359) in paragraph at lines 61165--61168 \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 [634] [635] [636] [637] [638] [639] [640] [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] [655] [656] [657] [658] [659] [660] [661] Underfull \hbox (badness 5359) in paragraph at lines 64341--64344 \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 [662] [663] [664] [665] [666] [667] [668] [669] [670] [671] [672] Underfull \hbox (badness 10000) in paragraph at lines 65784--65789 []\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 65784--65789 [][]\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 [673] [674] [675] [676] [677] [678] [679] Underfull \hbox (badness 5592) in paragraph at lines 66445--66451 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 66445--66451 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 66490--66495 []\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 66490--66495 [][]\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 [680] [681] [682] [683] [684] Underfull \hbox (badness 10000) in paragraph at lines 66829--66837 \T1/qtm/m/n/10 of the \T1/txtt/m/n/10 windows_basis_unit \T1/qtm/m/n/10 into th e past rel-a-tive to the fore-cast point the Underfull \hbox (badness 5726) in paragraph at lines 66829--66837 \T1/txtt/m/n/10 feature_derivation_window_start \T1/qtm/m/n/10 set on the proje ct due to the dif-fer-enc-ing [685] [686] [687] Underfull \hbox (badness 10000) in paragraph at lines 67270--67275 []\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 67270--67275 [][]\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 [688] [689] [690] [691] [692] [693] [694] [695] [696] [697] [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68427--68431 \T1/qtm/m/n/10 [AnomalyOverTimePlotPreview] a [][]\T1/txtt/m/sl/10 AnomalyOverT imePlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [700] Underfull \hbox (badness 10000) in paragraph at lines 68543--68547 \T1/qtm/m/n/10 [list of Anoma-lyAssess-men-tRecord] a [][]\T1/txtt/m/sl/10 Anom alyAssessmentRecord[][] \T1/qtm/m/n/10 rep-re-sent-ing [701] Underfull \hbox (badness 5359) in paragraph at lines 68622--68625 \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 [702] Underfull \hbox (badness 10000) in paragraph at lines 68798--68803 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck [703] Underfull \hbox (badness 10000) in paragraph at lines 68846--68853 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck Underfull \hbox (badness 10000) in paragraph at lines 68910--68915 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Roc Curve data source. Che ck [704] Underfull \hbox (badness 10000) in paragraph at lines 68958--68965 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) ROC curve data source. Che ck [705] [706] [707] [708] [709] [710] [711] [712] [713] [714] [715] [716] [717] [718] [719] Underfull \hbox (badness 10000) in paragraph at lines 70741--70746 []\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 70741--70746 [][]\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 [720] [721] [722] Underfull \hbox (badness 10000) in paragraph at lines 71096--71101 []\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 71096--71101 [][]\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 [723] [724] [725] [726] [727] [728] [729] [730] [731] [732] [733] [734] [735] [736] [737] [738] Underfull \hbox (badness 5359) in paragraph at lines 72717--72720 \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 [739] [740] [741] [742] [743] [744] [745] [746] [747] [748] [749] Underfull \hbox (badness 10000) in paragraph at lines 74160--74165 []\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 74160--74165 [][]\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 [750] [751] [752] [753] [754] [755] [756] Underfull \hbox (badness 5592) in paragraph at lines 74821--74827 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 74821--74827 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 74866--74871 []\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 74866--74871 [][]\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 [757] [758] [759] [760] [761] [762] [763] Overfull \hbox (3.26418pt too wide) in paragraph at lines 75796--75796 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , [764] Underfull \hbox (badness 10000) in paragraph at lines 75806--75809 []\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 75816--75819 []\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m /n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho ldout_start_date\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 75826--75830 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 75835--75841 \T1/qtm/m/n/10 [datetime.datetime or None] The start date of hold-out scor-ing data. If [765] [766] [767] [768] Underfull \hbox (badness 10000) in paragraph at lines 76119--76124 []\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 , [769] [770] [771] Underfull \hbox (badness 10000) in paragraph at lines 76346--76350 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . [772] [773] [774] [775] [776] [777] Underfull \hbox (badness 5563) in paragraph at lines 76975--76984 \T1/qtm/m/n/10 proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duratio n\T1/qtm/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and [778] [779] Underfull \hbox (badness 10000) in paragraph at lines 77173--77176 []\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 77173--77176 \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. [780] [781] Underfull \hbox (badness 10000) in paragraph at lines 77393--77402 \T1/qtm/m/n/10 [bool] De-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 . If \T1/txt t/m/n/10 False\T1/qtm/m/n/10 , will use a duration-based ap-proach Underfull \hbox (badness 10000) in paragraph at lines 77393--77402 \T1/qtm/m/n/10 for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qt m/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 77393--77402 \T1/qtm/m/n/10 ing back-tests (\T1/txtt/m/n/10 primary_training_start_date\T1/q tm/m/n/10 , \T1/txtt/m/n/10 primary_training_end_date\T1/qtm/m/n/10 , [782] [783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] [796] Underfull \hbox (badness 10000) in paragraph at lines 79086--79089 []\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 79091--79094 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [797] Underfull \hbox (badness 6708) in paragraph at lines 79163--79169 \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 79163--79169 \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 79179--79182 []\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 79184--79187 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [798] [799] [800] Overfull \hbox (15.28386pt too wide) in paragraph at lines 79618--79618 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 79618--79618 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 79618--79618 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [801] Overfull \hbox (89.36382pt too wide) in paragraph at lines 79709--79709 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 79709--79709 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [802] Overfull \vbox (0.87964pt too high) detected at line 79827 [803] [804] [805] [806] [807] [808] [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] Underfull \hbox (badness 10000) in paragraph at lines 81583--81586 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [821] [822] [823] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [824] Underfull \hbox (badness 10000) in paragraph at lines 81964--81967 \T1/qtm/m/n/10 [ClassMappingAggregationSettings, op-tional] In-stance of \T1/tx tt/m/n/10 datarobot.helpers. [825] [826] Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/n/10 level: \T1/qtm/m/it/10 mono-tonic_increasing_featurelist_id\T1/q tm/m/n/10 , \T1/qtm/m/it/10 mono-tonic_decreasing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/it/10 sup-ports_composable_ml \T1/qtm/m/n/10 and \T1/qtm/m/it/10 sup- ports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at- Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/n/10 tributes are ab-sent and could be re-trieved from the in-di-vid- ual model level: Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/it/10 has_empty_clusters\T1/qtm/m/n/10 , \T1/qtm/m/it/10 is_n_cluster s_dynamically_determined\T1/qtm/m/n/10 , \T1/qtm/m/it/10 pre-dic-tion_threshold [827] [828] [829] [830] [831] Underfull \hbox (badness 10000) in paragraph at lines 82602--82605 \T1/qtm/m/n/10 Raised if \T1/txtt/m/n/10 forecast_point \T1/qtm/m/n/10 or \T1/t xtt/m/n/10 predictions_start_date \T1/qtm/m/n/10 and [832] [833] [834] [835] [836] [837] [838] [839] [840] [841] [842] [843] [844] [845] Underfull \hbox (badness 5592) in paragraph at lines 84022--84028 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 84022--84028 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 84097--84102 []\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 84097--84102 [][]\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 [846] [847] [848] [849] [850] [851] [852] [853] Underfull \hbox (badness 10000) in paragraph at lines 84920--84925 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 84920--84925 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/m/n/10 . Ap-pli- ca-ble for OTV projects Underfull \hbox (badness 10000) in paragraph at lines 84978--84984 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 84978--84984 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 84978--84984 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [854] [855] [856] Underfull \hbox (badness 10000) in paragraph at lines 85162--85166 \T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/10 datarobot.helpers. [857] [858] Underfull \hbox (badness 10000) in paragraph at lines 85455--85457 \T1/qtm/m/n/10 If value of \T1/txtt/m/n/10 variable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [859] [860] [861] Underfull \hbox (badness 10000) in paragraph at lines 85744--85747 \T1/qtm/m/n/10 In-stance of the Date-timePar-ti-tion-ing de-fined in \T1/txtt/m /n/10 datarobot.helpers. [862] [863] [864] Underfull \hbox (badness 10000) in paragraph at lines 86196--86203 []\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 [865] [866] [867] [868] [869] Overfull \hbox (52.55392pt too wide) in paragraph at lines 86963--86963 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (58.94394pt too wide) in paragraph at lines 86963--86963 \T1/qtm/m/it/10 series_id_column=None\T1/qtm/m/n/10 , Overfull \hbox (97.62389pt too wide) in paragraph at lines 86963--86963 \T1/qtm/m/it/10 rolling_most_frequent_udf=None\T1/txtt/m/n/10 )| Overfull \hbox (31.55399pt too wide) in paragraph at lines 86978--86978 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (37.944pt too wide) in paragraph at lines 86978--86978 \T1/qtm/m/it/10 series_id_column=None\T1/qtm/m/n/10 , Overfull \hbox (49.34398pt too wide) in paragraph at lines 86978--86978 \T1/qtm/m/it/10 rolling_median_udf=None\T1/txtt/m/n/10 )| Overfull \hbox (40.53413pt too wide) in paragraph at lines 86993--86993 \T1/qtm/m/it/10 known_in_advance_columns=None\T1/qtm/m/n/10 , Overfull \hbox (4.59412pt too wide) in paragraph at lines 86993--86993 \T1/qtm/m/it/10 rolling_median_udf=None\T1/qtm/m/n/10 , Overfull \hbox (31.87408pt too wide) in paragraph at lines 86993--86993 \T1/qtm/m/it/10 rolling_most_frequent_udf=None\T1/qtm/m/n/10 , [870] Overfull \hbox (37.97403pt too wide) in paragraph at lines 87082--87082 []\T1/qtm/m/it/10 datetime_partition_column\T1/qtm/m/n/10 , Overfull \hbox (27.44403pt too wide) in paragraph at lines 87082--87082 \T1/qtm/m/it/10 series_id_column=None\T1/qtm/m/n/10 , Overfull \hbox (11.70403pt too wide) in paragraph at lines 87082--87082 \T1/qtm/m/it/10 lected_series=None\T1/txtt/m/n/10 )| [871] [872] [873] [874] Underfull \hbox (badness 6047) in paragraph at lines 87473--87476 \T1/qtm/m/n/10 [Optional[RegisteredModelVersionsListFilters]] A Reg-is-tered-Mo d-elVer-sion-sList-Fil-ters [875] [876] [877] [878] [879] Overfull \hbox (1.32878pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [880] Overfull \hbox (74.31384pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (57.84383pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (1.99382pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [881] Overfull \hbox (32.31396pt too wide) in paragraph at lines 88079--88079 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (15.84395pt too wide) in paragraph at lines 88079--88079 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [882] [883] [884] [885] [886] [887] [888] [889] [890] [891] [892] Underfull \hbox (badness 10000) in paragraph at lines 89284--89289 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 89303--89307 \T1/qtm/m/n/10 Time unit of the pre-dic-tion point round-ing. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 89321--89324 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [893] [894] [895] Underfull \hbox (badness 10000) in paragraph at lines 89564--89567 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [896] [897] [898] [899] [900] [901] [902] Underfull \hbox (badness 10000) in paragraph at lines 90256--90260 \T1/qtm/m/n/10 Re-trieve a sin-gle sec-ondary dataset con-fig-u-ra-tion for a g iven id :rtype: [903] Overfull \vbox (0.6316pt too high) detected at line 90376 [904] [905] [906] [907] [908] [909] [910] [911] [912] [913] [914] [915] [916] [917] [918] [919] [920] [921] [922] [923] [924] [925] [926] [927] [928] [929] [930] [931] [932] [933] [934] [935] [936] [937] Overfull \hbox (40.76382pt too wide) in paragraph at lines 94298--94298 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , [938] [939] Overfull \hbox (4.4887pt too wide) in paragraph at lines 94452--94452 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| Overfull \hbox (3.07861pt too wide) in paragraph at lines 94532--94532 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 94532--94532 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 94532--94532 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 94532--94532 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull \hbox (35.9886pt too wide) in paragraph at lines 94532--94532 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [940] Overfull \hbox (10.33382pt too wide) in paragraph at lines 94595--94595 \T1/qtm/m/it/10 info_creator_full_name\T1/qtm/m/n/10 , Overfull \hbox (41.32385pt too wide) in paragraph at lines 94595--94595 \T1/qtm/m/it/10 last_modifier_full_name=None\T1/qtm/m/n/10 , [941] [942] [943] [944] [945] [946] [947] [948] [949] [950] [951] [952] [953] Overfull \hbox (11.64404pt too wide) in paragraph at lines 96076--96076 \T1/qtm/m/it/10 tive_feature_derivation_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (7.74406pt too wide) in paragraph at lines 96076--96076 \T1/qtm/m/it/10 tive_feature_derivation_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (15.70413pt too wide) in paragraph at lines 96076--96076 \T1/qtm/m/it/10 is_n_clusters_dynamically_determined=None\T1/qtm/m/n/10 , [954] [955] [956] [957] [958] [959] [960] [961] [962] [963] [964] [965] [966] [967] [968] [969] Overfull \hbox (25.65865pt too wide) in paragraph at lines 97746--97746 []\T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (22.01865pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (14.79865pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 user_id\T1/qtm/m/n/10 , Overfull \hbox (25.51862pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 turelist_id\T1/qtm/m/n/10 , Overfull \hbox (5.25865pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 items\T1/qtm/m/n/10 , Overfull \hbox (76.42863pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 early_stopping_rounds\T1/qtm/m/n/10 , Overfull \hbox (1.18367pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 sam- Overfull \hbox (41.29367pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 ple_pct=None\T1/qtm/m/n/10 , Overfull \hbox (4.27367pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 train- Overfull \hbox (72.01367pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 ing_row_count=None\T1/qtm/m/n/10 , Overfull \hbox (33.21365pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 score=None\T1/qtm/m/n/10 , Overfull \hbox (22.96367pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 ric=None\T1/qtm/m/n/10 , Overfull \hbox (103.21365pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 tal_number_of_chunks=None\T1/qtm/m/n/10 , Overfull \hbox (74.59366pt too wide) in paragraph at lines 97746--97746 \T1/qtm/m/it/10 model_number=None\T1/txtt/m/n/10 )| [970] Overfull \hbox (45.21378pt too wide) in paragraph at lines 97885--97885 \T1/qtm/m/it/10 project_starter_chunk_size\T1/qtm/m/n/10 , Overfull \hbox (2.83379pt too wide) in paragraph at lines 97885--97885 \T1/qtm/m/it/10 user_chunk_size\T1/qtm/m/n/10 , Overfull \hbox (46.6138pt too wide) in paragraph at lines 97885--97885 \T1/qtm/m/it/10 source_definition_id=None\T1/qtm/m/n/10 , Overfull \hbox (1.83379pt too wide) in paragraph at lines 97885--97885 \T1/qtm/m/it/10 ing_type=None\T1/txtt/m/n/10 )| [971] [972] [973] [974] [975] Overfull \hbox (19.56876pt too wide) in paragraph at lines 98442--98442 []\T1/qtm/m/it/10 catalog_version_id\T1/qtm/m/n/10 , Overfull \hbox (35.9538pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 der_by_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.04378pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 is_descending_order=False\T1/qtm/m/n/10 , Overfull \hbox (22.6238pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 lect_columns=None\T1/qtm/m/n/10 , Overfull \hbox (61.62378pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 time_partition_column=None\T1/qtm/m/n/10 , Overfull \hbox (2.63379pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 tion_pct=None\T1/qtm/m/n/10 , Overfull \hbox (25.97379pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 tion_limit_pct=None\T1/qtm/m/n/10 , Overfull \hbox (30.82378pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 tion_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (26.9238pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 tion_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (24.1438pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 ing_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (26.87378pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 est_timestamp=None\T1/qtm/m/n/10 , Overfull \hbox (29.62376pt too wide) in paragraph at lines 98442--98442 \T1/qtm/m/it/10 est_timestamp=None\T1/txtt/m/n/10 )| [976] Overfull \hbox (18.85867pt too wide) in paragraph at lines 98526--98526 []\T1/qtm/m/it/10 data_store_id\T1/qtm/m/n/10 , Overfull \hbox (6.68372pt too wide) in paragraph at lines 98526--98526 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time_partition_column=None\T1/qtm/m/n/10 , Overfull \hbox (23.63373pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 tion_pct=None\T1/qtm/m/n/10 , Overfull \hbox (46.97372pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 tion_limit_pct=None\T1/qtm/m/n/10 , Overfull \hbox (51.82372pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 tion_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (47.92374pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 tion_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (45.14374pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 ing_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (47.87372pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 est_timestamp=None\T1/qtm/m/n/10 , Overfull \hbox (50.6237pt too wide) in paragraph at lines 98526--98526 \T1/qtm/m/it/10 est_timestamp=None\T1/txtt/m/n/10 )| [977] [978] Overfull \hbox (20.24384pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 der_by_columns=None\T1/qtm/m/n/10 , Overfull \hbox (38.33382pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 is_descending_order=False\T1/qtm/m/n/10 , Overfull \hbox (9.2038pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 data_store_id=None\T1/qtm/m/n/10 , Overfull \hbox (16.11383pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 data_source_id=None\T1/qtm/m/n/10 , Overfull \hbox (0.55383pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 source_size=None\T1/qtm/m/n/10 , Overfull \hbox (36.92384pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 mated_size_per_row=None\T1/qtm/m/n/10 , Overfull \hbox (13.69382pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 log_version_id=None\T1/qtm/m/n/10 , Overfull \hbox (6.91383pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 lect_columns=None\T1/qtm/m/n/10 , Overfull \hbox (45.91382pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 time_partition_column=None\T1/qtm/m/n/10 , Overfull \hbox (10.26382pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 tion_limit_pct=None\T1/qtm/m/n/10 , Overfull \hbox (15.11382pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 tion_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (11.21384pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 tion_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (8.43384pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 ing_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (11.16382pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 est_timestamp=None\T1/qtm/m/n/10 , Overfull \hbox (13.9138pt too wide) in paragraph at lines 98623--98623 \T1/qtm/m/it/10 est_timestamp=None\T1/txtt/m/n/10 )| [979] [980] [981] [982] Overfull \hbox (39.85384pt too wide) in paragraph at lines 98917--98917 \T1/qtm/m/it/10 namic_dataset_props=None\T1/qtm/m/n/10 , Overfull \hbox (3.14381pt too wide) in paragraph at lines 98917--98917 \T1/qtm/m/it/10 dataset_info=None\T1/qtm/m/n/10 , [983] [984] Overfull \hbox (25.6538pt too wide) in paragraph at lines 99171--99171 []\T1/qtm/m/it/10 expected_chunk_size\T1/qtm/m/n/10 , Overfull \hbox (39.45876pt too wide) in paragraph at lines 99171--99171 \T1/qtm/m/it/10 ber_of_rows_per_chunk\T1/qtm/m/n/10 , Overfull \hbox (36.40874pt too wide) in paragraph at lines 99171--99171 \T1/qtm/m/it/10 tal_number_of_chunks\T1/txtt/m/n/10 )| Overfull \hbox (11.77876pt too wide) in paragraph at lines 99216--99216 []\T1/qtm/m/it/10 order_by_columns\T1/qtm/m/n/10 , Overfull \hbox (48.83379pt too wide) in paragraph at lines 99216--99216 \T1/qtm/m/it/10 is_descending_order=False\T1/qtm/m/n/10 , Overfull \hbox (10.7038pt too wide) in paragraph at lines 99216--99216 \T1/qtm/m/it/10 get_column=None\T1/qtm/m/n/10 , Overfull \hbox (1.2638pt too wide) in paragraph at lines 99216--99216 \T1/qtm/m/it/10 get_class=None\T1/qtm/m/n/10 , Overfull \hbox (44.7438pt too wide) in paragraph 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otv_validation_downsampling_pct=None\T1/txtt/m/n/10 )| [985] [986] Overfull \hbox (0.88884pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 dataset_definition_id\T1/qtm/m/n/10 , Overfull \hbox (33.24384pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 chunk_definition_stats=None\T1/qtm/m/n/10 , Overfull \hbox (33.75383pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 rows_chunk_definition=None\T1/qtm/m/n/10 , Overfull \hbox (37.45381pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 tures_chunk_definition=None\T1/txtt/m/n/10 )| [987] [988] [989] [990] [991] Underfull \hbox (badness 10000) in paragraph at lines 99980--99984 []\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 99980--99984 \T1/txtt/m/n/10 added_dataset_ids\T1/qtm/m/n/10 , \T1/txtt/m/n/10 added_dataset _names\T1/qtm/m/n/10 , and\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 version\TS1/qtm/m/n/1 0 `\T1/qtm/m/n/10 . [][]\T1/txtt/m/sl/10 VectorDatabase. Underfull \hbox (badness 5578) in paragraph at lines 99980--99984 \T1/txtt/m/sl/10 get_supported_retrieval_settings[][] \T1/qtm/m/n/10 to re-trie ve sup-ported re-trieval set-tings. [][]\T1/txtt/m/sl/10 VectorDatabase. Underfull \hbox (badness 10000) in paragraph at lines 100025--100027 []\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 [992] Underfull \hbox (badness 10000) in paragraph at lines 100103--100105 []\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 100112--100119 []\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 [993] Underfull \hbox (badness 10000) in paragraph at lines 100139--100141 []\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 100159--100161 []\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 100221--100223 []\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' [994] Underfull \hbox (badness 10000) in paragraph at lines 100238--100248 \T1/qtm/m/n/10 -[][]\T1/txtt/m/sl/10 DatasetInfo[][] \T1/qtm/m/n/10 -[][]\T1/tx tt/m/sl/10 DynamicDatasetProps[][] \T1/qtm/m/n/10 -[][]\T1/txtt/m/sl/10 RowsChu nkDefinition[][] \T1/qtm/m/n/10 -[][]\T1/txtt/m/sl/10 FeaturesChunkDefinition[] [] \T1/qtm/m/n/10 - Underfull \hbox (badness 10000) in paragraph at lines 100258--100261 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template Underfull \hbox (badness 10000) in paragraph at lines 100297--100301 []\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem- Underfull \hbox (badness 10000) in paragraph at lines 100297--100301 \T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] \T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate. Underfull \hbox (badness 5105) in paragraph at lines 100307--100314 \T1/qtm/m/n/10 rics. [][]\T1/txtt/m/sl/10 HostedCustomMetric.delete[][] \T1/qtm /m/n/10 to delete a hosted cus-tom met-ric. [][]\T1/txtt/m/sl/10 HostedCustomMe tric. Underfull \hbox (badness 10000) in paragraph at lines 100307--100314 \T1/txtt/m/sl/10 create_from_custom_job[][] \T1/qtm/m/n/10 to cre-ate a hosted cus-tom met-ric from ex-ist-ing cus-tom job. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 EvaluationDatasetConfigurati on <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 genai.evaluation_dataset_configuration.EvaluationDatasetConfigu ration> \T1/qtm/m/n/10 for con-fig-u-ra- Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset Configuration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 get> \T1/qtm/m/n/10 to get an eval-u-a-tion dataset con-fig-u-r a-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 list <datarobot._experimental.models.genai.evaluation_dataset_c onfiguration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 EvaluationDatasetConfiguration.list> \T1/qtm/m/n/10 to list the eval-u-a-tion dataset con-fig-u-ra-tions for Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/qtm/m/n/10 a Use Case. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.creat e <datarobot._experimental. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset Configuration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate an eval-u-a-tion dataset con- fig-u-ra-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 update <datarobot._experimental.models.genai.evaluation_dataset _configuration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 EvaluationDatasetConfiguration.update> \T1/qtm/m/n/10 to up-dat e an eval-u-a-tion dataset con-fig-u-ra-tion. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 EvaluationDatasetConfiguration.delete <datarobot._experimental. models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 evaluation_dataset_configuration.EvaluationDatasetConfiguration .delete> \T1/qtm/m/n/10 to delete an [995] Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe tricAggregation> Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/qtm/m/n/10 for met-ric ag-gre-ga-tion re-sults. \T1/txtt/m/n/10 EvaluationD atasetMetricAggregation.list Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric _aggregation. Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.list> \T1/qtm/m/n/10 to get the met-ric ag-gre-ga-tion re-sults. Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.create <datarobot._experimen tal.models. Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe tricAggregation. Underfull \hbox (badness 5345) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate the met-ric ag-gre-ga-tion jo b. \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.delete Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric _aggregation. Underfull \hbox (badness 10000) in paragraph at lines 100354--100357 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset < datarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SidecarModelMetricValidation <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/txtt/m/n/10 genai.sidecar_model_metric.SidecarModelMetricValidation> \T1/qt m/m/n/10 for side-car model met-ric val-i- Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.create <d atarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/txtt/m/n/10 sidecar_model_metric.SidecarModelMetricValidation.create> \T1/q tm/m/n/10 to cre-ate a side-car model Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 met-ric val-i-da-tion. \T1/txtt/m/n/10 SidecarModelMetricValidat ion.list <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 val-i-da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.get <datarobot._experimental.models.genai. Underfull \hbox (badness 5050) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 tion. \T1/txtt/m/n/10 SidecarModelMetricValidation.revalidate <d atarobot._experimental.models.genai. [996] Underfull \hbox (badness 10000) in paragraph at lines 100456--100458 []\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/txtt/m/n/10 dr[]connector[]v1 \ T1/qtm/m/n/10 to \T1/txtt/m/n/10 DataStore <datarobot.models.DataStore> \T1/qtm /m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 100464--100466 []\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 [997] [998] Underfull \hbox (badness 10000) in paragraph at lines 100634--100636 [][][]\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 Underfull \hbox (badness 10000) in paragraph at lines 100711--100714 []\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 100711--100714 \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 [999] Underfull \hbox (badness 10000) in paragraph at lines 100772--100774 []\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. [1000] Underfull \hbox (badness 10000) in paragraph at lines 100849--100851 []\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. Underfull \hbox (badness 10000) in paragraph at lines 100853--100857 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 PromptTrace <datarobot._expe rimental.models.genai.prompt_trace. Underfull \hbox (badness 10000) in paragraph at lines 100853--100857 \T1/txtt/m/n/10 list <datarobot._experimental.models.genai.prompt_trace.PromptT race.list> \T1/qtm/m/n/10 to list Underfull \hbox (badness 10000) in paragraph at lines 100853--100857 \T1/txtt/m/n/10 _experimental.models.genai.prompt_trace.PromptTrace.export_to_a i_catalog> \T1/qtm/m/n/10 to ex-port Underfull \hbox (badness 10000) in paragraph at lines 100859--100862 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 InsightsConfiguration <datar obot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100864--100868 \T1/txtt/m/n/10 models.genai.insights_configuration.Insights.get> \T1/qtm/m/n/1 0 to get the cur-rent in-sights con-fig- Underfull \hbox (badness 10000) in paragraph at lines 100864--100868 \T1/qtm/m/n/10 u-ra-tion for a play-ground. \T1/txtt/m/n/10 Insights.create <da tarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/txtt/m/n/10 models.genai.cost_metric_configurations.CostMetricConfiguration .get> \T1/qtm/m/n/10 to get the cost Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/qtm/m/n/10 met-ric con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfigurati on.create <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.updat e <datarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/txtt/m/n/10 cost_metric_configurations.CostMetricConfiguration.update> \T1/ qtm/m/n/10 to up-date the cost met-ric Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.delet e <datarobot._experimental.models.genai. [1001] Underfull \hbox (badness 10000) in paragraph at lines 100878--100880 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 LLMCostConfiguration <dataro bot._experimental.models.genai. [1002] Underfull \hbox (badness 10000) in paragraph at lines 101036--101038 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 custom_model_embedding_validations \T1/q tm/m/n/10 to \T1/txtt/m/n/10 SupportedEmbeddings <datarobot. Underfull \hbox (badness 10000) in paragraph at lines 101040--101042 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 embedding_validation_id \T1/qtm/m/n/10 a nd \T1/txtt/m/n/10 is_separator_regex \T1/qtm/m/n/10 to \T1/txtt/m/n/10 VectorD atabase <datarobot. Underfull \hbox (badness 10000) in paragraph at lines 101074--101076 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter, \T1/txtt/m/n/10 feedback_result\ T1/qtm/m/n/10 , to \T1/txtt/m/n/10 ComparisonPrompt.update <datarobot. Underfull \hbox (badness 10000) in paragraph at lines 101074--101076 \T1/txtt/m/n/10 _experimental.models.genai.comparison_prompt.ComparisonPrompt.u pdate>\T1/qtm/m/n/10 , to up-date a [1003] Underfull \hbox (badness 10000) in paragraph at lines 101142--101144 []\T1/qtm/m/n/10 Added new meth-ods to the class [][]\T1/txtt/m/sl/10 Notebook[ ][] \T1/qtm/m/n/10 which in-cludes [][]\T1/txtt/m/sl/10 Notebook.run[][] \T1/qt m/m/n/10 and [][]\T1/txtt/m/sl/10 Notebook. [1004] Underfull \hbox (badness 10000) in paragraph at lines 101229--101235 \T1/txtt/m/sl/10 create_for_external[][] \T1/qtm/m/n/10 to cre-ate a new reg-is -tered model ver-sion from an ex-ter-nal model. Underfull \hbox (badness 10000) in paragraph at lines 101229--101235 [][]\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments[][] \T1 /qtm/m/n/10 to list de-ploy-ments as-so-ci-ated with Underfull \hbox (badness 7362) in paragraph at lines 101229--101235 \T1/qtm/m/n/10 a reg-is-tered model ver-sion. [][]\T1/txtt/m/sl/10 RegisteredMo delVersion.create_for_leaderboard_item[][] \T1/qtm/m/n/10 to cre- Underfull \hbox (badness 10000) in paragraph at lines 101229--101235 \T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model. [][]\T1/txtt/m/sl/10 RegisteredModelVersion. Underfull \hbox (badness 10000) in paragraph at lines 101272--101274 []\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_v s_actuals_over_time <datarobot.models. [1005] [1006] Underfull \hbox (badness 10000) in paragraph at lines 101410--101416 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 10000) in paragraph at lines 101476--101485 \T1/qtm/m/n/10 and run_once [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.l ist[][] [][]BatchMonitoringJobDefinition. Underfull \hbox (badness 10000) in paragraph at lines 101476--101485 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 101476--101485 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] [1007] Underfull \hbox (badness 10000) in paragraph at lines 101498--101511 \T1/txtt/m/sl/10 create_from_url[][] [][]Dataset.create_from_data_source[][] [] []Dataset.create_from_query_generator[][] Underfull \hbox (badness 10000) in paragraph at lines 101498--101511 [][]\T1/txtt/m/sl/10 Dataset.create_project[][] [][]Project.create[][] [][]Proj ect.create_from_data_source[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 101498--101511 \T1/txtt/m/sl/10 create_from_dataset[][] [][]Project.create_segmented_project_f rom_clustering_model[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 101539--101541 []\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 101543--101545 []\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 101547--101549 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var Underfull \hbox (badness 10000) in paragraph at lines 101556--101558 []\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_o ver_time <datarobot.models.Deployment. [1008] Underfull \hbox (badness 10000) in paragraph at lines 101598--101613 \T1/txtt/m/sl/10 request_feature_effect[][] [][]Model.get_or_request_feature_ef fect[][] [][]Model.get_lift_chart[][] Underfull \hbox (badness 10000) in paragraph at lines 101598--101613 [][]\T1/txtt/m/sl/10 Model.get_all_lift_charts[][] [][]Model.get_residuals_char t[][] [][]Model.get_all_residuals_charts[][] Underfull \hbox (badness 10000) in paragraph at lines 101598--101613 [][]\T1/txtt/m/sl/10 Model.request_lift_chart[][] [][]Model.request_residuals_c hart[][] [][]Model.get_roc_curve[][] [][]Model. Underfull \hbox (badness 10000) in paragraph at lines 101643--101645 []\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 101667--101669 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. Underfull \hbox (badness 7168) in paragraph at lines 101692--101699 []\T1/qtm/m/n/10 The pa-ram-e-ters added to both APIs are: : - \T1/txtt/m/n/10 training_dataset_id \T1/qtm/m/n/10 - \T1/txtt/m/n/10 partition_column \T1/qtm/m /n/10 - [1009] Underfull \hbox (badness 10000) in paragraph at lines 101769--101772 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee n re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 101779--101782 []\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 101794--101797 []\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 101799--101802 []\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. Underfull \hbox (badness 10000) in paragraph at lines 101809--101812 []\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing [][]\T1 /txtt/m/sl/10 SharingAccess[][] \T1/qtm/m/n/10 in-for-ma-tion. - \T1/txtt/m/n/1 0 DataStore. [1010] Underfull \hbox (badness 10000) in paragraph at lines 101945--101949 []\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 101945--101949 [][]\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 101951--101956 []\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 101951--101956 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1011] Underfull \hbox (badness 10000) in paragraph at lines 101982--101986 []\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class : [][]\T1/txtt/m/sl/10 ImageAugmentationList.list[][]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 102053--102055 []\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 [1012] [1013] [1014] Underfull \hbox (badness 10000) in paragraph at lines 102322--102325 []\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 102327--102329 []\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 102410--102412 [][][]\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 102414--102416 [][][]\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 [1015] Underfull \hbox (badness 6364) in paragraph at lines 102446--102448 []\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. Underfull \hbox (badness 10000) in paragraph at lines 102498--102503 []\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e x-trac-tion sam-ples us- Underfull \hbox (badness 10000) in paragraph at lines 102498--102503 \T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1 /qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm /m/n/10 - [1016] Underfull \hbox (badness 10000) in paragraph at lines 102540--102547 []\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 102540--102547 [][]\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 Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.apply_bias_mitigation[][] \T1/qtm /m/n/10 - [][]\T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info[][] Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info[ ][] \T1/qtm/m/n/10 and by adding new bias mit- Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio n_technique - in- Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is t-ing method - [][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 and Underfull \hbox (badness 7256) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func- tion-al-ity \T1/txtt/m/n/10 datarobot.enums. [1017] Underfull \hbox (badness 10000) in paragraph at lines 102717--102719 []\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 102735--102738 []\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 [1018] [1019] Underfull \hbox (badness 10000) in paragraph at lines 102964--102967 []\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 , [1020] Underfull \hbox (badness 6268) in paragraph at lines 103059--103062 []\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 103080--103084 []\T1/qtm/m/n/10 Func-tion-al-ity: : - [][]\T1/txtt/m/sl/10 datarobot.models.re store_discarded_features.DiscardedFeaturesInfo. Underfull \hbox (badness 10000) in paragraph at lines 103091--103095 []\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 Underfull \hbox (badness 10000) in paragraph at lines 103101--103109 []\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 103101--103109 \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 103101--103109 \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 103101--103109 \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 103101--103109 \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 103101--103109 [][]\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. [1021] Underfull \hbox (badness 10000) in paragraph at lines 103236--103239 []\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 [1022] Underfull \hbox (badness 10000) in paragraph at lines 103312--103315 []\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. Underfull \hbox (badness 10000) in paragraph at lines 103406--103410 []\T1/qtm/m/n/10 Im-proved per-for-mance when down-load-ing pre-dic-tion datafr ames us-ing: : - [][]\T1/txtt/m/sl/10 Predictions. [1023] Underfull \hbox (badness 10000) in paragraph at lines 103508--103511 []\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 103513--103516 []\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. [1024] Underfull \hbox (badness 7907) in paragraph at lines 103684--103689 []\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: [1025] Underfull \hbox (badness 10000) in paragraph at lines 103726--103729 []\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 103802--103807 []\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 103802--103807 \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. [1026] Underfull \hbox (badness 10000) in paragraph at lines 103827--103835 [][]\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 103827--103835 \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 103852--103857 \T1/txtt/m/n/10 Documentation overview<automated_documentation_overview> \T1/qt m/m/n/10 and also re-fer to the :ref:\T1/txtt/m/n/10 API Underfull \hbox (badness 10000) in paragraph at lines 103892--103895 []\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 103897--103903 []\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 103897--103903 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] Underfull \hbox (badness 10000) in paragraph at lines 103927--103934 []\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 103927--103934 \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 , [1027] Underfull \hbox (badness 7814) in paragraph at lines 103941--103947 []\T1/qtm/m/n/10 class \T1/txtt/m/n/10 ComplianceDocumentation \T1/qtm/m/n/10 w ill be dep-re-cated in v2.24 and will be re-moved en-tirely in Underfull \hbox (badness 10000) in paragraph at lines 104001--104004 []\T1/qtm/m/n/10 Sup-port for List-ing all the sec-ondary dataset con-fig-u-ra- tion for a given project: : - [1028] Underfull \hbox (badness 8170) in paragraph at lines 104048--104051 []\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 104053--104056 \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 Underfull \hbox (badness 10000) in paragraph at lines 104133--104138 []\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 104154--104156 []\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. [1029] Underfull \hbox (badness 10000) in paragraph at lines 104176--104179 []\T1/qtm/m/n/10 Ar-gu-ment \T1/txtt/m/n/10 config \T1/qtm/m/n/10 and \T1/txtt/ m/n/10 supports_regression \T1/qtm/m/n/10 are dep-re-cated : for [][]\T1/txtt/m /sl/10 datarobot.models. Underfull \hbox (badness 7326) in paragraph at lines 104181--104184 []\T1/txtt/m/n/10 CustomInferenceImage \T1/qtm/m/n/10 has been dep-re-cated and will be re-moved in v2.24. : [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 104227--104231 []\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 Underfull \hbox (badness 10000) in paragraph at lines 104270--104273 []\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: [1030] [1031] Underfull \hbox (badness 10000) in paragraph at lines 104413--104422 []\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 104424--104431 []\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. [1032] Underfull \hbox (badness 10000) in paragraph at lines 104624--104628 []\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 [1033] Underfull \hbox (badness 8132) in paragraph at lines 104659--104664 []\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 104679--104683 []\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 104679--104683 [][]\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 104703--104705 []\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 . [1034] [1035] Underfull \hbox (badness 10000) in paragraph at lines 104946--104950 []\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. Underfull \hbox (badness 10000) in paragraph at lines 105014--105018 []\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 105014--105018 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. [1036] Overfull \hbox (7.70421pt too wide) in paragraph at lines 105047--105049 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings<deployment_prediction_warning>\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 105067--105070 []\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. Underfull \hbox (badness 7925) in paragraph at lines 105104--105106 []\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 105112--105117 []\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 [1037] Underfull \hbox (badness 10000) in paragraph at lines 105194--105196 []\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 105194--105196 \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 [1038] Underfull \hbox (badness 7451) in paragraph at lines 105280--105283 []\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 <time_series> \T1/ qtm/m/n/10 projects Underfull \hbox (badness 10000) in paragraph at lines 105280--105283 \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 [1039] [1040] Underfull \hbox (badness 10000) in paragraph at lines 105484--105493 []\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 105484--105493 [][]\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 105523--105525 [][][]\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 [1041] Underfull \hbox (badness 10000) in paragraph at lines 105645--105648 []\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 105664--105669 []\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 105664--105669 \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. [1042] Underfull \hbox (badness 10000) in paragraph at lines 105695--105699 []\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. [1043] Underfull \hbox (badness 10000) in paragraph at lines 105782--105790 []\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 105782--105790 \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 Underfull \hbox (badness 10000) in paragraph at lines 105805--105808 []\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 105815--105817 []\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 105857--105861 [][][]\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. [1044] Underfull \hbox (badness 10000) in paragraph at lines 105974--105978 []\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 105974--105978 \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 105994--105998 []\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. [1045] Underfull \hbox (badness 5302) in paragraph at lines 106020--106024 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1046] [1047] Underfull \hbox (badness 10000) in paragraph at lines 106284--106287 []\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. [1048] Underfull \hbox (badness 10000) in paragraph at lines 106384--106389 []\T1/qtm/m/n/10 When in-ter-act-ing with date-time par-ti-tioned projects, \T1 /txtt/m/n/10 DatetimeModel \T1/qtm/m/n/10 can be used to ac- Underfull \hbox (badness 10000) in paragraph at lines 106384--106389 \T1/qtm/m/n/10 cess more in-for-ma-tion spe-cific to mod-els in date-time par-t i-tioned projects. See :ref:\T1/txtt/m/n/10 the [1049] Underfull \hbox (badness 10000) in paragraph at lines 106467--106469 []\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, [1050] Underfull \hbox (badness 10000) in paragraph at lines 106571--106575 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1051] Underfull \hbox (badness 6268) in paragraph at lines 106686--106690 []\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. [1052] Underfull \hbox (badness 10000) in paragraph at lines 106822--106824 []\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. [1053] [1054] [1055] Underfull \hbox (badness 6016) in paragraph at lines 107166--107170 []\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 107186--107191 []\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 [1056] Underfull \hbox (badness 10000) in paragraph at lines 107257--107260 []\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 [1057] [1058] [1059] [1060] (./datarobot-public-api-client.ind [1061] [1062] [1063] Underfull \hbox (badness 5548) in paragraph at lines 111--113 []\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 113--115 []\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 ), [1064] [1065] Underfull \hbox (badness 10000) in paragraph at lines 325--327 []\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 327--329 []\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 [1066] Underfull \hbox (badness 10000) in paragraph at lines 343--345 []\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 [1067] [1068] [1069] Underfull \hbox (badness 10000) in paragraph at lines 658--660 []\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 [1070] [1071] Overfull \hbox (6.44446pt too wide) in paragraph at lines 807--809 []\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 ), [1072] Underfull \hbox (badness 10000) in paragraph at lines 871--873 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview [1073] [1074] [1075] [1076] [1077] Underfull \hbox (badness 10000) in paragraph at lines 1333--1335 []\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 1335--1337 []\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da tarobot.models.deployment.custom_metrics.CustomMetricValuesOverTime Underfull \hbox (badness 10000) in paragraph at lines 1363--1365 []\T1/txtt/m/n/10 get_closest_data_for_featurelist() \T1/qtm/m/n/10 (\T1/qtm/m/ it/10 datarobot._experimental.models.data_matching.DataMatching [1078] Underfull \hbox (badness 10000) in paragraph at lines 1412--1414 []\T1/txtt/m/n/10 get_datasource_definition() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 d atarobot._experimental.models.chunking_service.DatasetChunkDefinition Overfull \hbox (51.0944pt too wide) in paragraph at lines 1425--1427 []\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 1440--1442 []\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 [1079] [1080] [1081] [1082] Underfull \hbox (badness 10000) in paragraph at lines 1883--1885 []\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 [1083] [1084] Underfull \hbox (badness 10000) in paragraph at lines 1982--1984 []\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- [1085] [1086] Underfull \hbox (badness 10000) in paragraph at lines 2189--2191 []\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 2196--2198 []\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 [1087] [1088] Underfull \hbox 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(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/texlive/texmf-dist/fonts/enc/dvips/fontawesome5/ fa5free1.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/t exlive/texmf-dist/fonts/enc/dvips/base/8r.enc}</usr/share/texlive/texmf-dist/fo nts/type1/public/fontawesome5/FontAwesome5Free-Solid.pfb></usr/share/texlive/te xmf-dist/fonts/type1/public/amsfonts/cm/cmmi5.pfb></usr/share/texlive/texmf-dis t/fonts/type1/public/amsfonts/cm/cmsy5.pfb></usr/share/texmf/fonts/type1/public /tex-gyre/qhvb.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qhvbi.pfb></us r/share/texmf/fonts/type1/public/tex-gyre/qhvr.pfb></usr/share/texmf/fonts/type 1/public/tex-gyre/qtmb.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmbi. pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmr.pfb></usr/share/texmf/fo nts/type1/public/tex-gyre/qtmri.pfb></usr/share/texlive/texmf-dist/fonts/type1/ public/txfonts/t1xbtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txf onts/t1xbtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt .pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/ share/texlive/texmf-dist/fonts/type1/public/txfonts/tcxtt.pfb></usr/share/texli ve/texmf-dist/fonts/type1/urw/times/utmr8a.pfb> Output written on datarobot-public-api-client.pdf (1102 pages, 4448724 bytes). 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(/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [3] Underfull \hbox (badness 10000) in paragraph at lines 165--168 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes .csv da ta from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 174--178 [][][]\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 [4] [5] [6] [7] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [8] [9] [10] [11] [12] [13] [14] Overfull \vbox (1.97241pt too high) detected at line 1022 [15] Underfull \vbox (badness 10000) detected at line 1022 Underfull \vbox (badness 10000) detected at line 1022 [16] Overfull \vbox (1.97241pt too high) detected at line 1073 [17] [18] [19] Overfull \vbox (1.97241pt too high) detected at line 1254 [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] Underfull \hbox (badness 10000) in paragraph at lines 2164--2166 []\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 2178--2183 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [33] [34] [35] [36] [37] [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 2675--2678 []\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. [41] Underfull \hbox (badness 10000) in paragraph at lines 2748--2753 \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 Underfull \hbox (badness 10000) in paragraph at lines 2780--2785 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2780--2785 [][]\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 [42] [43] [44] [45] Underfull \hbox (badness 10000) in paragraph at lines 3118--3121 [][][]\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 [46] Underfull \hbox (badness 6141) in paragraph at lines 3214--3221 []\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- [47] [48] [49] [50] Underfull \hbox (badness 10000) in paragraph at lines 3502--3507 []\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. [51] Underfull \vbox (badness 10000) detected at line 3599 [52] Overfull \vbox (1.97241pt too high) detected at line 3696 [53] [54] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3726 ├── 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 <return> for immediate help. ... l.3726 ├── 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 <return> for immediate help. ... l.3726 ├── 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 <return> for immediate help. ... l.3727 │ ├── 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 <return> for immediate help. ... l.3727 │ ├── 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 <return> for immediate help. ... l.3727 │ ├── 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 <return> for immediate help. ... l.3727 │ ├── 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 <return> for immediate help. ... l.3728 │ ├── 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 <return> for immediate help. ... l.3728 │ ├── 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 <return> for immediate help. ... l.3728 │ ├── 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 <return> for immediate help. ... l.3728 │ ├── 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 <return> for immediate help. ... l.3729 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3729 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3729 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3729 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3730 ├── 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 <return> for immediate help. ... l.3730 ├── 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 <return> for immediate help. ... l.3730 ├── 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 <return> for immediate help. ... l.3731 ...├── 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 <return> for immediate help. ... l.3731 ...├── 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 <return> for immediate help. ... l.3731 ...├── 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 <return> for immediate help. ... l.3731 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3732 ...├── 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 <return> for immediate help. ... l.3733 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3733 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3733 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.3733 │ ├── … [55] [56 <./sample1.png>] [57 <./sample2.png>] [58 <./activation_map1.png> <./a ctivation_map2.png>] [59] [60 <./embeddings.png>] [61] [62] [63] Underfull \hbox (badness 7012) in paragraph at lines 4261--4264 []\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 [64] Underfull \hbox (badness 10000) in paragraph at lines 4311--4314 []\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 [65] [66] [67] [68] [69] [70] [71] [72] [73] ! 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 <return> for immediate help. ... l.5114 ...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 <return> for immediate help. ... l.5114 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [74] [75] [76] [77] [78] [79] [80] [81] [82] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.5724 ├── 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 <return> for immediate help. ... l.5724 ├── 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 <return> for immediate help. ... l.5724 ├── 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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5725 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5726 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5727 ├ ├──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 <return> for immediate help. ... l.5728 ├── 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 <return> for immediate help. ... l.5728 ├── data.csv ! 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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[106] [107] [108] [109] [110] [111] [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 5231) in paragraph at lines 8253--8258 []\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- [118] Underfull \hbox (badness 10000) in paragraph at lines 8344--8347 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8344--8347 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8344--8347 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8357--8359 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8360--8363 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8373--8375 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 8376--8379 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 8376--8379 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8376--8379 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8389--8391 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 8389--8391 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8389--8391 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8389--8391 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 8392--8396 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8392--8396 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8397--8400 \T1/qtm/m/n/10 such as [119] Overfull \vbox (676.10883pt too high) has occurred while \output is active [120] Underfull \hbox (badness 5832) in paragraph at lines 8408--8414 []\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 8408--8414 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply Underfull \hbox (badness 10000) in paragraph at lines 8455--8458 []\T1/qtm/m/n/10 When cre-at-ing a new de-ploy-ment, a DataRobot \T1/txtt/m/n/1 0 registered_model_version_id\TS1/txtt/m/n/10 ``\T1/txtt/m/n/10 (also known as [121] [122] [123] [124] [125] [126] [127] [128] [129] [130] [131] [132] [133] [134] [135] Underfull \hbox (badness 10000) in paragraph at lines 9531--9535 \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. [136] [137] [138] [139] [140] [141] [142] [143] [144] [145] [146] Underfull \hbox (badness 7415) in paragraph at lines 10241--10244 []\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 [147] [148] [149] [150] [151] [152] [153] [154] Overfull \vbox (0.71944pt too high) detected at line 10870 [155] [156] [157] Underfull \hbox (badness 10000) in paragraph at lines 11036--11039 []\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 [158] [159] Underfull \hbox (badness 10000) in paragraph at lines 11157--11160 []\T1/qtm/m/n/10 When cre-at-ing a bi-nary clas-si-fi-ca-tion Cus-tom In-fer-en ce Model, \T1/txtt/m/n/10 positive_class_label \T1/qtm/m/n/10 and [160] Overfull \vbox (2.67389pt too high) detected at line 11252 [161] Overfull \vbox (1.97238pt too high) detected at line 11316 [162] [163] [164] [165] Underfull \hbox (badness 10000) in paragraph at lines 11567--11571 []\T1/qtm/m/n/10 cus-tom_model.update(is_training_data_for_versions_permanently _enabled=True) cus- [166] [167] [168] [169] [170] [171] [172] [173] [174] [175] Underfull \hbox (badness 10000) in paragraph at lines 12204--12207 []\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [176] [177] [178] [179] Underfull \hbox (badness 10000) in paragraph at lines 12460--12463 []\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 [180] [181] [182] [183] [184] [185] [186] Overfull \vbox (2.02043pt too high) detected at line 12998 [187] Overfull \vbox (1.27087pt too high) detected at line 13075 [188] [189] [190] [191] [192] [193] [194] [195] Underfull \hbox (badness 10000) in paragraph at lines 13603--13606 []\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 [196] Overfull \hbox (51.86432pt too wide) in paragraph at lines 13687--13687 \T1/qtm/m/it/10 ber_of_incremental_learning_iterations_before_best_model_select ion=None\T1/qtm/m/n/10 , [197] [198] [199] Underfull \hbox (badness 10000) in paragraph at lines 13804--13809 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 13862--13868 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 13862--13868 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13862--13868 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [200] [201] [202] [203] [204] [205] [206] [207] [208] Overfull \hbox (14.55872pt too wide) in paragraph at lines 14897--14897 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [209] [210] [211] [212] [213] [214] [215] [216] [217] [218] [219] Overfull \vbox (0.87964pt too high) detected at line 16090 [220] [221] [222] [223] [224] [225] [226] [227] [228] [229] [230] [231] [232] [233] [234] [235] [236] Underfull \hbox (badness 10000) in paragraph at lines 17729--17733 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (62.72911pt too wide) in paragraph at lines 17734--17738 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttps://storage_account.blob.endpoint/container/blob_name\T1/qtm/m/n/10 ) Underfull \hbox (badness 10000) in paragraph at lines 17784--17788 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (23.14409pt too wide) in paragraph at lines 17789--17793 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttp(s)://storage.googleapis.com/[bucket]/[object]\T1/qtm/m/n/10 ) [237] [238] Underfull \hbox (badness 10000) in paragraph at lines 17963--17966 []\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. [239] [240] [241] [242] [243] [244] [245] [246] [247] Overfull \hbox (5.07387pt too wide) in paragraph at lines 18856--18856 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [248] Overfull \hbox (10.32385pt too wide) in paragraph at lines 18923--18923 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 18989--18989 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [249] [250] [251] [252] [253] [254] [255] Overfull \vbox (0.67963pt too high) detected at line 19806 [256] [257] [258] [259] [260] [261] [262] [263] [264] Overfull \hbox (5.11876pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 20616--20616 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| [265] [266] [267] [268] [269] [270] [271] [272] [273] [274] [275] [276] [277] [278] [279] [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] Overfull \vbox (1.47964pt too high) detected at line 23405 [292] [293] [294] [295] Overfull \vbox (1.6316pt too high) detected at line 23716 [296] [297] Overfull \hbox (18.09383pt too wide) in paragraph at lines 23872--23872 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 23872--23872 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [298] [299] [300] Overfull \hbox (23.3838pt too wide) in paragraph at lines 24143--24143 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 24143--24143 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [301] [302] Overfull \hbox (19.14882pt too wide) in paragraph at lines 24394--24394 \T1/qtm/m/it/10 tom_metric_metadata\T1/qtm/m/n/10 , Overfull \hbox (5.03381pt too wide) in paragraph at lines 24394--24394 \T1/qtm/m/it/10 fault_environment\T1/qtm/m/n/10 , Overfull \hbox (6.40382pt too wide) in paragraph at lines 24394--24394 \T1/qtm/m/it/10 plate_metric_type\T1/txtt/m/n/10 )| [303] Underfull \hbox (badness 10000) in paragraph at lines 24534--24540 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [304] [305] [306] Overfull \hbox (8.1838pt too wide) in paragraph at lines 24883--24883 \T1/qtm/m/it/10 is_model_specific\T1/qtm/m/n/10 , [307] [308] Underfull \hbox (badness 10000) in paragraph at lines 25107--25112 \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 , Underfull \hbox (badness 10000) in paragraph at lines 25107--25112 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.ANOMALY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25114--25118 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25114--25118 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED \T1/qtm/m/n/10 or \T1/qtm/m/ it/10 datarobot.TARGET_TYPE.ANOMALY [309] Underfull \hbox (badness 10000) in paragraph at lines 25176--25179 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25176--25179 \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 , [310] [311] Underfull \hbox (badness 10000) in paragraph at lines 25368--25373 \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 25368--25373 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] Underfull \hbox (badness 10000) in paragraph at lines 25375--25378 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25410--25413 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25410--25413 \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 , [312] [313] [314] Overfull \hbox (15.66096pt too wide) in paragraph at lines 25718--25723 \T1/qtm/m/n/10 the type of the im-age, ei-ther CUS-TOM_MODEL_IMAGE_TYPE.CUSTOM_ MODEL_IMAGE Underfull \hbox (badness 10000) in paragraph at lines 25718--25723 \T1/qtm/m/n/10 if the test-ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as it s model or CUS- Underfull \hbox (badness 10000) in paragraph at lines 25762--25765 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25762--25765 \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 , [315] Underfull \hbox (badness 10000) in paragraph at lines 25814--25817 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25814--25817 \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 , [316] [317] [318] Underfull \hbox (badness 10000) in paragraph at lines 26135--26138 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26135--26138 \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 , [319] Underfull \hbox (badness 10000) in paragraph at lines 26237--26241 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of Underfull \hbox (badness 10000) in paragraph at lines 26262--26272 \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 26262--26272 \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 26274--26277 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26274--26277 \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 , [320] [321] Underfull \hbox (badness 10000) in paragraph at lines 26437--26441 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of [322] Underfull \hbox (badness 10000) in paragraph at lines 26462--26472 \T1/qtm/m/n/10 will be used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/my Model/file1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 26462--26472 \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 26462--26472 \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 26479--26482 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26479--26482 \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 , [323] [324] [325] [326] [327] [328] Underfull \hbox (badness 10000) in paragraph at lines 27165--27169 \T1/qtm/m/n/10 Get lat-est cus-tom model ver-sion con-ver-sion for a given cus- tom model ver-sion. :rtype: Underfull \hbox (badness 10000) in paragraph at lines 27215--27219 \T1/qtm/m/n/10 Get cus-tom model ver-sion con-ver-sions list per cus-tom model ver-sion. :rtype: [329] Underfull \hbox (badness 10000) in paragraph at lines 27308--27312 \T1/qtm/m/n/10 Re-trieve in-for-ma-tion about a cus-tom model ver-sion's de-pen -dency build :rtype: Underfull \hbox (badness 10000) in paragraph at lines 27347--27351 \T1/qtm/m/n/10 Start the de-pen-dency build for a cus-tom model ver-sion de-pen -dency build :rtype: [330] [331] [332] [333] [334] Underfull \hbox (badness 10000) in paragraph at lines 27924--27927 \T1/qtm/m/n/10 build sta-tus of the ex-e-cu-tion en-vi-ron-ment ver-sion to fil -ter by. See Underfull \hbox (badness 10000) in paragraph at lines 27924--27927 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [335] [336] [337] [338] Underfull \hbox (badness 10000) in paragraph at lines 28396--28400 \T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to be be-tw een 0 Underfull \hbox (badness 10000) in paragraph at lines 28396--28400 \T1/qtm/m/n/10 and 1 by DR. only ap-plies to cus-tom es-ti-ma-tors with tar-get type [339] [340] [341] [342] [343] [344] [345] [346] [347] [348] [349] [350] [351] [352] [353] [354] Overfull \hbox (7.10396pt too wide) in paragraph at lines 30211--30211 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [355] [356] [357] [358] [359] [360] [361] [362] [363] [364] [365] [366] [367] [368] [369] [370] [371] [372] Underfull \hbox (badness 10000) in paragraph at lines 32067--32070 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [373] Underfull \hbox (badness 6125) in paragraph at lines 32131--32134 \T1/qtm/m/n/10 [str] Op-tional. The iden-ti-fier of the Con-nec-tor. if the typ e is Data-S-tore- Underfull \hbox (badness 10000) in paragraph at lines 32135--32138 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [374] [375] [376] [377] [378] [379] [380] [381] [382] [383] [384] [385] [386] [387] [388] [389] [390] [391] [392] [393] [394] [395] [396] [397] [398] [399] Underfull \hbox (badness 5077) in paragraph at lines 34920--34927 \T1/qtm/m/n/10 SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ NAME$[][]/<query>' - for [400] [401] [402] Underfull \hbox (badness 10000) in paragraph at lines 35268--35271 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [403] [404] [405] Underfull \hbox (badness 10000) in paragraph at lines 35606--35609 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [406] [407] Underfull \hbox (badness 10000) in paragraph at lines 35909--35912 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [408] [409] [410] [411] [412] [413] [414] [415] [416] [417] [418] [419] [420] [421] Underfull \hbox (badness 10000) in paragraph at lines 37358--37362 \T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at-t ributes, see [422] [423] [424] [425] Underfull \hbox (badness 10000) in paragraph at lines 37765--37770 \T1/qtm/m/n/10 [bool] If pre-dic-tions data col-lec-tion is en-abled for this d e-ploy- Underfull \hbox (badness 10000) in paragraph at lines 37765--37770 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see Underfull \hbox (badness 10000) in paragraph at lines 37835--37840 \T1/qtm/m/n/10 [bool] If tar-get pre-dic-tion_warning is en-abled for this de-p loy-ment. Underfull \hbox (badness 10000) in paragraph at lines 37835--37840 \T1/qtm/m/n/10 To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-ti ngs, see [426] [427] [428] [429] [430] Underfull \hbox (badness 10000) in paragraph at lines 38369--38373 \T1/qtm/m/n/10 Re-trieve drift in-for-ma-tion for de-ploy-ment's fea-tures over a cer-tain time pe-riod. :rtype: Underfull \hbox (badness 10000) in paragraph at lines 38425--38429 \T1/qtm/m/n/10 Re-trieve stats of de-ploy-ment's pre-dic-tion re-sponse over a cer-tain time pe-riod. :rtype: [431] [432] [433] [434] [435] [436] [437] [438] [439] [440] [441] [442] [443] [444] [445] Underfull \hbox (badness 10000) in paragraph at lines 40095--40099 \T1/qtm/m/n/10 Re-trieve drift in-for-ma-tion for de-ploy-ment's fea-tures over a cer-tain time pe-riod. :rtype: [446] [447] [448] [449] [450] [451] Overfull \hbox (10.41382pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 40743--40743 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [452] [453] [454] [455] [456] [457] [458] Overfull \hbox (18.58876pt too wide) in paragraph at lines 41593--41593 []\T1/qtm/m/it/10 document_index\T1/qtm/m/n/10 , Overfull \hbox (50.41376pt too wide) in paragraph at lines 41593--41593 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [459] [460] Overfull \hbox (2.35878pt too wide) in paragraph at lines 41692--41692 \T1/qtm/m/it/10 ment_page_width\T1/qtm/m/n/10 , Overfull \hbox (5.6338pt too wide) in paragraph at lines 41692--41692 \T1/qtm/m/it/10 ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 41692--41692 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [461] Overfull \hbox (78.24869pt too wide) in paragraph at lines 41851--41851 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.90869pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.59868pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (110.3087pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 is_external_baseline_dataset_valid\T1/qtm/m/n/10 , Overfull \hbox (70.54372pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 41851--41851 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [462] [463] [464] [465] [466] [467] [468] [469] Underfull \hbox (badness 10000) in paragraph at lines 42555--42560 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [470] [471] [472] [473] Underfull \hbox (badness 10000) in paragraph at lines 43083--43088 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [474] [475] [476] [477] [478] [479] Underfull \hbox (badness 10000) in paragraph at lines 43782--43785 []\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 43782--43785 \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 , Underfull \hbox (badness 10000) in paragraph at lines 43853--43856 []\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via: [480] Underfull \hbox (badness 10000) in paragraph at lines 43918--43921 \T1/qtm/m/n/10 [list(dict)] List of con-di-tional prob-a-bil-ity val-ues with a schema de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 43928--43931 []\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 43928--43931 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [481] [482] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [483] Underfull \hbox (badness 10000) in paragraph at lines 44252--44256 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met-ric to Underfull \hbox (badness 10000) in paragraph at lines 44252--44256 \T1/qtm/m/n/10 get pair-wise data for. Since `v2.19' this is op-tional and de-f aults to Underfull \hbox (badness 10000) in paragraph at lines 44257--44261 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de-pen- Underfull \hbox (badness 10000) in paragraph at lines 44257--44261 \T1/qtm/m/n/10 dence for the data. Since `v2.19' this is op-tional and de-fault s to [484] [485] [486] [487] Overfull \hbox (14.04398pt too wide) in paragraph at lines 44755--44755 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [488] [489] [490] [491] [492] [493] [494] [495] [496] [497] [498] [499] [500] [501] [502] [503] [504] Overfull \hbox (16.12384pt too wide) in paragraph at lines 46686--46686 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [505] [506] [507] [508] Overfull \hbox (52.87373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (1.0587pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (7.13869pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (36.63872pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (5.91373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (14.24371pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (9.38373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (7.16373pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (12.7187pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (17.0537pt too wide) in paragraph at lines 47091--47091 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [509] Overfull \hbox (47.62375pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (30.75374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (1.8887pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (31.38873pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (0.66374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (8.99373pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (4.13374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (1.91374pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (7.46872pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (11.80371pt too wide) in paragraph at lines 47167--47167 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [510] [511] [512] [513] [514] [515] [516] [517] [518] Overfull \hbox (19.21895pt too wide) in paragraph at lines 48114--48114 \T1/qtm/m/it/10 tom_model_embedding_validations\T1/txtt/m/n/10 )| [519] [520] [521] [522] [523] [524] [525] [526] Overfull \hbox (63.45396pt too wide) in paragraph at lines 49008--49008 []\T1/qtm/m/it/10 max_documents_retrieved_per_prompt=None\T1/qtm/m/n/10 , Overfull \hbox (154.79895pt too wide) in paragraph at lines 49008--49008 \T1/qtm/m/it/10 triever=VectorDatabaseRetrievers.SINGLE_LOOKUP_RETRIEVER\T1/qtm /m/n/10 , [527] [528] [529] Overfull \hbox (80.15385pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (6.97385pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 tom_metric_id=None\T1/qtm/m/n/10 , Overfull \hbox (69.61385pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (36.32384pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 cost_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (9.70386pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 ootb_metric_id=None\T1/qtm/m/n/10 , Overfull \hbox (23.58386pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 ootb_metric_name=None\T1/qtm/m/n/10 , Overfull \hbox (19.15382pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 guard_conditions=None\T1/qtm/m/n/10 , Overfull \hbox (23.09384pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 tion_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (6.68382pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 ror_resolution=None\T1/qtm/m/n/10 , Overfull \hbox (13.73386pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 nemo_metric_id=None\T1/qtm/m/n/10 , Overfull \hbox (69.10384pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 tom_model_llm_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (64.13387pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 car_model_metric_metadata=None\T1/qtm/m/n/10 , Overfull \hbox (24.40384pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 guard_template_id=None\T1/qtm/m/n/10 , Overfull \hbox (43.90382pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 guard_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (100.67377pt too wide) in paragraph at lines 49283--49283 \T1/qtm/m/it/10 model_package_registered_model_id=None\T1/txtt/m/n/10 )| [530] [531] Overfull \hbox (59.11392pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (48.57391pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (15.2839pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 cost_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (2.54393pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 ootb_metric_name=None\T1/qtm/m/n/10 , Overfull \hbox (2.05391pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 tion_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (48.0639pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 tom_model_llm_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (43.09393pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 car_model_metric_metadata=None\T1/qtm/m/n/10 , Overfull \hbox (3.3639pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 guard_template_id=None\T1/qtm/m/n/10 , Overfull \hbox (22.86389pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 guard_configuration_id=None\T1/qtm/m/n/10 , Overfull \hbox (79.63383pt too wide) in paragraph at lines 49400--49400 \T1/qtm/m/it/10 model_package_registered_model_id=None\T1/txtt/m/n/10 )| [532] [533] Overfull \hbox (9.7038pt too wide) in paragraph at lines 49580--49580 []\T1/qtm/m/it/10 input_token_price\T1/qtm/m/n/10 , Overfull \hbox (35.1538pt 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llm_blueprint_id\T1/qtm/m/n/10 , Overfull \hbox (85.52342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 eval- Overfull \hbox (74.11342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 u- Overfull \hbox (74.11342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 a- Overfull \hbox (189.5584pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 tion_dataset_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (146.31343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ootb_dataset_name\T1/qtm/m/n/10 , Overfull \hbox (83.40343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 met- Overfull \hbox (106.05342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ric_name\T1/qtm/m/n/10 , Overfull \hbox (78.55342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 de- Overfull \hbox (86.18343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ploy- Overfull \hbox (101.0584pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (110.3584pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (123.68343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 dataset_name\T1/qtm/m/n/10 , Overfull \hbox (98.53838pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 chat_id\T1/qtm/m/n/10 , Overfull \hbox (111.8634pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 chat_name\T1/qtm/m/n/10 , Overfull \hbox (79.11342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ag- Overfull \hbox (81.9434pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 gre- Overfull \hbox (78.71342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ga- Overfull \hbox (110.25342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 tion_value\T1/qtm/m/n/10 , Overfull \hbox (79.11342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ag- Overfull \hbox (81.9434pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 gre- Overfull \hbox (78.71342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ga- Overfull \hbox (105.50342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 tion_type\T1/qtm/m/n/10 , Overfull \hbox (81.5834pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 cre- Overfull \hbox (110.91342pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (81.5834pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 cre- Overfull \hbox (124.39839pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (81.18343pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ten- Overfull \hbox (97.14838pt too wide) in paragraph at lines 50040--50040 \T1/qtm/m/it/10 ant_id\T1/txtt/m/n/10 )| [538] [539] [540] Overfull \hbox (78.8185pt too wide) in paragraph at lines 50274--50274 []\T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (126.33353pt too wide) in paragraph at lines 50274--50274 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (45.6035pt too wide) in paragraph at lines 50274--50274 \T1/qtm/m/it/10 re- Overfull \hbox (127.8135pt too wide) in paragraph at lines 50274--50274 \T1/qtm/m/it/10 sponse_column_name\T1/txtt/m/n/10 )| [541] Overfull \hbox (37.12378pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (20.88876pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (55.55376pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 tions_prefix_column_name\T1/qtm/m/n/10 , Overfull \hbox (35.85378pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (20.25377pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (77.58376pt too wide) in paragraph at lines 50334--50334 \T1/qtm/m/it/10 pected_response_column_name\T1/txtt/m/n/10 )| [542] [543] [544] [545] Overfull \hbox (18.55885pt too wide) in paragraph at lines 50737--50737 \T1/qtm/m/it/10 llm_test_grading_criteria\T1/qtm/m/n/10 , Overfull \hbox (66.80383pt too wide) in paragraph at lines 50737--50737 \T1/qtm/m/it/10 is_out_of_the_box_test_configuration\T1/qtm/m/n/10 , [546] [547] [548] Overfull \hbox (140.00858pt too wide) in paragraph at lines 50994--50994 []\T1/qtm/m/it/10 supported_insight_configurations\T1/qtm/m/n/10 , Overfull \hbox (98.50859pt too wide) in paragraph at lines 50994--50994 \T1/qtm/m/it/10 datasets_compatibility\T1/txtt/m/n/10 )| [549] [550] Overfull \hbox (4.15392pt too wide) in paragraph at lines 51276--51276 \T1/qtm/m/it/10 max_num_prompts=None\T1/qtm/m/n/10 , Overfull \hbox (34.77391pt too wide) in paragraph at lines 51276--51276 \T1/qtm/m/it/10 prompt_sampling_strategy=None\T1/qtm/m/n/10 , Overfull \hbox (48.6139pt too wide) in paragraph at lines 51276--51276 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , [551] Overfull \hbox (43.32393pt too wide) in paragraph at lines 51328--51328 \T1/qtm/m/it/10 tion_dataset_configuration_id=None\T1/qtm/m/n/10 , [552] Overfull \hbox (29.66399pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_pipeline_metric_name=None\T1/qtm/m/n/10 , Overfull \hbox (11.80397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_llm_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (44.88397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_moderation_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (24.52399pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 prompt_pipeline_template_id=None\T1/qtm/m/n/10 , Overfull \hbox (28.39398pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_pipeline_metric_name=None\T1/qtm/m/n/10 , Overfull \hbox (10.53397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_llm_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (43.61397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_moderation_configuration=None\T1/qtm/m/n/10 , Overfull \hbox (26.00397pt too wide) in paragraph at lines 51440--51440 \T1/qtm/m/it/10 sponse_pipeline_template_id=None\T1/txtt/m/n/10 )| [553] [554] [555] Overfull \hbox (6.61407pt too wide) in paragraph at lines 51793--51793 \T1/qtm/m/it/10 car_model_metric_validation_id=None\T1/qtm/m/n/10 , Overfull \hbox (27.13399pt too wide) in paragraph at lines 51793--51793 \T1/qtm/m/it/10 model_package_registered_model_id=None\T1/txtt/m/n/10 )| [556] Overfull \hbox (113.39859pt too wide) in paragraph at lines 51883--51883 []\T1/qtm/m/it/10 ootb_metric_configurations\T1/txtt/m/n/10 )| [557] [558] [559] [560] [561] [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] [573] [574] [575] [576] [577] [578] [579] [580] [581] [582] [583] [584] [585] [586] [587] [588] [589] [590] [591] [592] [593] [594] [595] [596] [597] [598] [599] [600] [601] [602] Underfull \hbox (badness 5359) in paragraph at lines 57572--57575 \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 [603] [604] [605] [606] [607] [608] [609] [610] [611] [612] [613] Underfull \hbox (badness 10000) in paragraph at lines 59015--59020 []\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 59015--59020 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [614] [615] [616] [617] [618] [619] [620] Underfull \hbox (badness 5592) in paragraph at lines 59676--59682 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 59676--59682 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 59721--59726 []\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 59721--59726 [][]\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 [621] [622] [623] [624] [625] [626] [627] [628] [629] [630] [631] [632] [633] Underfull \hbox (badness 5359) in paragraph at lines 61165--61168 \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 [634] [635] [636] [637] [638] [639] [640] [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] [655] [656] [657] [658] [659] [660] [661] Underfull \hbox (badness 5359) in paragraph at lines 64341--64344 \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 [662] [663] [664] [665] [666] [667] [668] [669] [670] [671] [672] Underfull \hbox (badness 10000) in paragraph at lines 65784--65789 []\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 65784--65789 [][]\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 [673] [674] [675] [676] [677] [678] [679] Underfull \hbox (badness 5592) in paragraph at lines 66445--66451 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 66445--66451 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 66490--66495 []\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 66490--66495 [][]\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 [680] [681] [682] [683] [684] Underfull \hbox (badness 10000) in paragraph at lines 66829--66837 \T1/qtm/m/n/10 of the \T1/txtt/m/n/10 windows_basis_unit \T1/qtm/m/n/10 into th e past rel-a-tive to the fore-cast point the Underfull \hbox (badness 5726) in paragraph at lines 66829--66837 \T1/txtt/m/n/10 feature_derivation_window_start \T1/qtm/m/n/10 set on the proje ct due to the dif-fer-enc-ing [685] [686] [687] Underfull \hbox (badness 10000) in paragraph at lines 67270--67275 []\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 67270--67275 [][]\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 [688] [689] [690] [691] [692] [693] [694] [695] [696] [697] [698] [699] Underfull \hbox (badness 10000) in paragraph at lines 68427--68431 \T1/qtm/m/n/10 [AnomalyOverTimePlotPreview] a [][]\T1/txtt/m/sl/10 AnomalyOverT imePlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [700] Underfull \hbox (badness 10000) in paragraph at lines 68543--68547 \T1/qtm/m/n/10 [list of Anoma-lyAssess-men-tRecord] a [][]\T1/txtt/m/sl/10 Anom alyAssessmentRecord[][] \T1/qtm/m/n/10 rep-re-sent-ing [701] Underfull \hbox (badness 5359) in paragraph at lines 68622--68625 \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 [702] Underfull \hbox (badness 10000) in paragraph at lines 68798--68803 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck [703] Underfull \hbox (badness 10000) in paragraph at lines 68846--68853 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck Underfull \hbox (badness 10000) in paragraph at lines 68910--68915 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Roc Curve data source. Che ck [704] Underfull \hbox (badness 10000) in paragraph at lines 68958--68965 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) ROC curve data source. Che ck [705] [706] [707] [708] [709] [710] [711] [712] [713] [714] [715] [716] [717] [718] [719] Underfull \hbox (badness 10000) in paragraph at lines 70741--70746 []\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 70741--70746 [][]\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 [720] [721] [722] Underfull \hbox (badness 10000) in paragraph at lines 71096--71101 []\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 71096--71101 [][]\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 [723] [724] [725] [726] [727] [728] [729] [730] [731] [732] [733] [734] [735] [736] [737] [738] Underfull \hbox (badness 5359) in paragraph at lines 72717--72720 \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 [739] [740] [741] [742] [743] [744] [745] [746] [747] [748] [749] Underfull \hbox (badness 10000) in paragraph at lines 74160--74165 []\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 74160--74165 [][]\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 [750] [751] [752] [753] [754] [755] [756] Underfull \hbox (badness 5592) in paragraph at lines 74821--74827 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 74821--74827 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 74866--74871 []\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 74866--74871 [][]\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 [757] [758] [759] [760] [761] [762] [763] Overfull \hbox (3.26418pt too wide) in paragraph at lines 75796--75796 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , [764] Underfull \hbox (badness 10000) in paragraph at lines 75806--75809 []\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 75816--75819 []\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m /n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho ldout_start_date\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 75826--75830 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 75835--75841 \T1/qtm/m/n/10 [datetime.datetime or None] The start date of hold-out scor-ing data. If [765] [766] [767] [768] Underfull \hbox (badness 10000) in paragraph at lines 76119--76124 []\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 , [769] [770] [771] Underfull \hbox (badness 10000) in paragraph at lines 76346--76350 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . [772] [773] [774] [775] [776] [777] Underfull \hbox (badness 5563) in paragraph at lines 76975--76984 \T1/qtm/m/n/10 proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duratio n\T1/qtm/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and [778] [779] Underfull \hbox (badness 10000) in paragraph at lines 77173--77176 []\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 77173--77176 \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. [780] [781] Underfull \hbox (badness 10000) in paragraph at lines 77393--77402 \T1/qtm/m/n/10 [bool] De-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 . If \T1/txt t/m/n/10 False\T1/qtm/m/n/10 , will use a duration-based ap-proach Underfull \hbox (badness 10000) in paragraph at lines 77393--77402 \T1/qtm/m/n/10 for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qt m/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 77393--77402 \T1/qtm/m/n/10 ing back-tests (\T1/txtt/m/n/10 primary_training_start_date\T1/q tm/m/n/10 , \T1/txtt/m/n/10 primary_training_end_date\T1/qtm/m/n/10 , [782] [783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] [796] Underfull \hbox (badness 10000) in paragraph at lines 79086--79089 []\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 79091--79094 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [797] Underfull \hbox (badness 6708) in paragraph at lines 79163--79169 \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 79163--79169 \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 79179--79182 []\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 79184--79187 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [798] [799] [800] Overfull \hbox (15.28386pt too wide) in paragraph at lines 79618--79618 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 79618--79618 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 79618--79618 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [801] Overfull \hbox (89.36382pt too wide) in paragraph at lines 79709--79709 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 79709--79709 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [802] Overfull \vbox (0.87964pt too high) detected at line 79827 [803] [804] [805] [806] [807] [808] [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] Underfull \hbox (badness 10000) in paragraph at lines 81583--81586 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [821] [822] [823] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [824] Underfull \hbox (badness 10000) in paragraph at lines 81964--81967 \T1/qtm/m/n/10 [ClassMappingAggregationSettings, op-tional] In-stance of \T1/tx tt/m/n/10 datarobot.helpers. [825] [826] Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/n/10 level: \T1/qtm/m/it/10 mono-tonic_increasing_featurelist_id\T1/q tm/m/n/10 , \T1/qtm/m/it/10 mono-tonic_decreasing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/it/10 sup-ports_composable_ml \T1/qtm/m/n/10 and \T1/qtm/m/it/10 sup- ports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at- Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/n/10 tributes are ab-sent and could be re-trieved from the in-di-vid- ual model level: Underfull \hbox (badness 10000) in paragraph at lines 82193--82201 \T1/qtm/m/it/10 has_empty_clusters\T1/qtm/m/n/10 , \T1/qtm/m/it/10 is_n_cluster s_dynamically_determined\T1/qtm/m/n/10 , \T1/qtm/m/it/10 pre-dic-tion_threshold [827] [828] [829] [830] [831] Underfull \hbox (badness 10000) in paragraph at lines 82602--82605 \T1/qtm/m/n/10 Raised if \T1/txtt/m/n/10 forecast_point \T1/qtm/m/n/10 or \T1/t xtt/m/n/10 predictions_start_date \T1/qtm/m/n/10 and [832] [833] [834] [835] [836] [837] [838] [839] [840] [841] [842] [843] [844] [845] Underfull \hbox (badness 5592) in paragraph at lines 84022--84028 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 84022--84028 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 84097--84102 []\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 84097--84102 [][]\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 [846] [847] [848] [849] [850] [851] [852] [853] Underfull \hbox (badness 10000) in paragraph at lines 84920--84925 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 84920--84925 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/m/n/10 . Ap-pli- ca-ble for OTV projects Underfull \hbox (badness 10000) in paragraph at lines 84978--84984 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 84978--84984 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 84978--84984 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [854] [855] [856] Underfull \hbox (badness 10000) in paragraph at lines 85162--85166 \T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/10 datarobot.helpers. [857] [858] Underfull \hbox (badness 10000) in paragraph at lines 85455--85457 \T1/qtm/m/n/10 If value of \T1/txtt/m/n/10 variable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [859] [860] [861] Underfull \hbox (badness 10000) in paragraph at lines 85744--85747 \T1/qtm/m/n/10 In-stance of the Date-timePar-ti-tion-ing de-fined in \T1/txtt/m /n/10 datarobot.helpers. [862] [863] [864] Underfull \hbox (badness 10000) in paragraph at lines 86196--86203 []\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 [865] [866] [867] [868] [869] Overfull \hbox (52.55392pt too wide) in paragraph at lines 86963--86963 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (58.94394pt too wide) in paragraph at lines 86963--86963 \T1/qtm/m/it/10 series_id_column=None\T1/qtm/m/n/10 , Overfull \hbox (97.62389pt too wide) in paragraph at lines 86963--86963 \T1/qtm/m/it/10 rolling_most_frequent_udf=None\T1/txtt/m/n/10 )| Overfull \hbox (31.55399pt too wide) in paragraph at lines 86978--86978 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (37.944pt too wide) in paragraph at lines 86978--86978 \T1/qtm/m/it/10 series_id_column=None\T1/qtm/m/n/10 , Overfull \hbox (49.34398pt too wide) in paragraph at lines 86978--86978 \T1/qtm/m/it/10 rolling_median_udf=None\T1/txtt/m/n/10 )| Overfull \hbox (40.53413pt too wide) in paragraph at lines 86993--86993 \T1/qtm/m/it/10 known_in_advance_columns=None\T1/qtm/m/n/10 , Overfull \hbox (4.59412pt too wide) in paragraph at lines 86993--86993 \T1/qtm/m/it/10 rolling_median_udf=None\T1/qtm/m/n/10 , Overfull \hbox (31.87408pt too wide) in paragraph at lines 86993--86993 \T1/qtm/m/it/10 rolling_most_frequent_udf=None\T1/qtm/m/n/10 , [870] Overfull \hbox (37.97403pt too wide) in paragraph at lines 87082--87082 []\T1/qtm/m/it/10 datetime_partition_column\T1/qtm/m/n/10 , Overfull \hbox (27.44403pt too wide) in paragraph at lines 87082--87082 \T1/qtm/m/it/10 series_id_column=None\T1/qtm/m/n/10 , Overfull \hbox (11.70403pt too wide) in paragraph at lines 87082--87082 \T1/qtm/m/it/10 lected_series=None\T1/txtt/m/n/10 )| [871] [872] [873] [874] Underfull \hbox (badness 6047) in paragraph at lines 87473--87476 \T1/qtm/m/n/10 [Optional[RegisteredModelVersionsListFilters]] A Reg-is-tered-Mo d-elVer-sion-sList-Fil-ters [875] [876] [877] [878] [879] Overfull \hbox (1.32878pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , Overfull \hbox (37.6538pt too wide) in paragraph at lines 87955--87955 \T1/qtm/m/it/10 tion_environment=None\T1/txtt/m/n/10 )| [880] Overfull \hbox (74.31384pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (57.84383pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (1.99382pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 for_challenger=None\T1/qtm/m/n/10 , Overfull \hbox (1.54384pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 tion_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (26.68387pt too wide) in paragraph at lines 88015--88015 \T1/qtm/m/it/10 tion_environment_id=None\T1/qtm/m/n/10 , [881] Overfull \hbox (32.31396pt too wide) in paragraph at lines 88079--88079 \T1/qtm/m/it/10 ble_with_leaderboard_model_id=None\T1/qtm/m/n/10 , Overfull \hbox (15.84395pt too wide) in paragraph at lines 88079--88079 \T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [882] [883] [884] [885] [886] [887] [888] [889] [890] [891] [892] Underfull \hbox (badness 10000) in paragraph at lines 89284--89289 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 89303--89307 \T1/qtm/m/n/10 Time unit of the pre-dic-tion point round-ing. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 89321--89324 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [893] [894] [895] Underfull \hbox (badness 10000) in paragraph at lines 89564--89567 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [896] [897] [898] [899] [900] [901] [902] Underfull \hbox (badness 10000) in paragraph at lines 90256--90260 \T1/qtm/m/n/10 Re-trieve a sin-gle sec-ondary dataset con-fig-u-ra-tion for a g iven id :rtype: [903] Overfull \vbox (0.6316pt too high) detected at line 90376 [904] [905] [906] [907] [908] [909] [910] [911] [912] [913] [914] [915] [916] [917] [918] [919] [920] [921] [922] [923] [924] [925] [926] [927] [928] [929] [930] [931] [932] [933] [934] [935] [936] [937] Overfull \hbox (40.76382pt too wide) in paragraph at lines 94298--94298 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , [938] [939] Overfull \hbox (4.4887pt too wide) in paragraph at lines 94452--94452 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| Overfull \hbox (3.07861pt too wide) in paragraph at lines 94532--94532 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 94532--94532 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 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otv_validation_downsampling_pct=None\T1/txtt/m/n/10 )| [985] [986] Overfull \hbox (0.88884pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 dataset_definition_id\T1/qtm/m/n/10 , Overfull \hbox (33.24384pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 chunk_definition_stats=None\T1/qtm/m/n/10 , Overfull \hbox (33.75383pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 rows_chunk_definition=None\T1/qtm/m/n/10 , Overfull \hbox (37.45381pt too wide) in paragraph at lines 99384--99384 \T1/qtm/m/it/10 tures_chunk_definition=None\T1/txtt/m/n/10 )| [987] [988] [989] [990] [991] Underfull \hbox (badness 10000) in paragraph at lines 99980--99984 []\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 99980--99984 \T1/txtt/m/n/10 added_dataset_ids\T1/qtm/m/n/10 , \T1/txtt/m/n/10 added_dataset _names\T1/qtm/m/n/10 , and\TS1/qtm/m/n/10 `\T1/qtm/m/n/10 version\TS1/qtm/m/n/1 0 `\T1/qtm/m/n/10 . [][]\T1/txtt/m/sl/10 VectorDatabase. Underfull \hbox (badness 5578) in paragraph at lines 99980--99984 \T1/txtt/m/sl/10 get_supported_retrieval_settings[][] \T1/qtm/m/n/10 to re-trie ve sup-ported re-trieval set-tings. [][]\T1/txtt/m/sl/10 VectorDatabase. Underfull \hbox (badness 10000) in paragraph at lines 100025--100027 []\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 [992] Underfull \hbox (badness 10000) in paragraph at lines 100103--100105 []\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 100112--100119 []\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 [993] Underfull \hbox (badness 10000) in paragraph at lines 100139--100141 []\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 100159--100161 []\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 100221--100223 []\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' [994] Underfull \hbox (badness 10000) in paragraph at lines 100238--100248 \T1/qtm/m/n/10 -[][]\T1/txtt/m/sl/10 DatasetInfo[][] \T1/qtm/m/n/10 -[][]\T1/tx tt/m/sl/10 DynamicDatasetProps[][] \T1/qtm/m/n/10 -[][]\T1/txtt/m/sl/10 RowsChu nkDefinition[][] \T1/qtm/m/n/10 -[][]\T1/txtt/m/sl/10 FeaturesChunkDefinition[] [] \T1/qtm/m/n/10 - Underfull \hbox (badness 10000) in paragraph at lines 100258--100261 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template Underfull \hbox (badness 10000) in paragraph at lines 100297--100301 []\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem- Underfull \hbox (badness 10000) in paragraph at lines 100297--100301 \T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] \T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate. Underfull \hbox (badness 5105) in paragraph at lines 100307--100314 \T1/qtm/m/n/10 rics. [][]\T1/txtt/m/sl/10 HostedCustomMetric.delete[][] \T1/qtm /m/n/10 to delete a hosted cus-tom met-ric. [][]\T1/txtt/m/sl/10 HostedCustomMe tric. Underfull \hbox (badness 10000) in paragraph at lines 100307--100314 \T1/txtt/m/sl/10 create_from_custom_job[][] \T1/qtm/m/n/10 to cre-ate a hosted cus-tom met-ric from ex-ist-ing cus-tom job. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 EvaluationDatasetConfigurati on <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 genai.evaluation_dataset_configuration.EvaluationDatasetConfigu ration> \T1/qtm/m/n/10 for con-fig-u-ra- Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset Configuration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 get> \T1/qtm/m/n/10 to get an eval-u-a-tion dataset con-fig-u-r a-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 list <datarobot._experimental.models.genai.evaluation_dataset_c onfiguration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 EvaluationDatasetConfiguration.list> \T1/qtm/m/n/10 to list the eval-u-a-tion dataset con-fig-u-ra-tions for Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/qtm/m/n/10 a Use Case. \T1/txtt/m/n/10 EvaluationDatasetConfiguration.creat e <datarobot._experimental. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 models.genai.evaluation_dataset_configuration.EvaluationDataset Configuration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate an eval-u-a-tion dataset con- fig-u-ra-tion. \T1/txtt/m/n/10 EvaluationDatasetConfiguration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 update <datarobot._experimental.models.genai.evaluation_dataset _configuration. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 EvaluationDatasetConfiguration.update> \T1/qtm/m/n/10 to up-dat e an eval-u-a-tion dataset con-fig-u-ra-tion. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 EvaluationDatasetConfiguration.delete <datarobot._experimental. models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100338--100345 \T1/txtt/m/n/10 evaluation_dataset_configuration.EvaluationDatasetConfiguration .delete> \T1/qtm/m/n/10 to delete an [995] Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe tricAggregation> Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/qtm/m/n/10 for met-ric ag-gre-ga-tion re-sults. \T1/txtt/m/n/10 EvaluationD atasetMetricAggregation.list Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric _aggregation. Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.list> \T1/qtm/m/n/10 to get the met-ric ag-gre-ga-tion re-sults. Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.create <datarobot._experimen tal.models. Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 genai.evaluation_dataset_metric_aggregation.EvaluationDatasetMe tricAggregation. Underfull \hbox (badness 5345) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 create> \T1/qtm/m/n/10 to cre-ate the met-ric ag-gre-ga-tion jo b. \T1/txtt/m/n/10 EvaluationDatasetMetricAggregation.delete Underfull \hbox (badness 10000) in paragraph at lines 100347--100352 \T1/txtt/m/n/10 <datarobot._experimental.models.genai.evaluation_dataset_metric _aggregation. Underfull \hbox (badness 10000) in paragraph at lines 100354--100357 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset < datarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SidecarModelMetricValidation <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/txtt/m/n/10 genai.sidecar_model_metric.SidecarModelMetricValidation> \T1/qt m/m/n/10 for side-car model met-ric val-i- Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.create <d atarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/txtt/m/n/10 sidecar_model_metric.SidecarModelMetricValidation.create> \T1/q tm/m/n/10 to cre-ate a side-car model Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 met-ric val-i-da-tion. \T1/txtt/m/n/10 SidecarModelMetricValidat ion.list <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 val-i-da-tions. \T1/txtt/m/n/10 SidecarModelMetricValidation.get <datarobot._experimental.models.genai. Underfull \hbox (badness 5050) in paragraph at lines 100359--100367 \T1/qtm/m/n/10 tion. \T1/txtt/m/n/10 SidecarModelMetricValidation.revalidate <d atarobot._experimental.models.genai. [996] Underfull \hbox (badness 10000) in paragraph at lines 100456--100458 []\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/txtt/m/n/10 dr[]connector[]v1 \ T1/qtm/m/n/10 to \T1/txtt/m/n/10 DataStore <datarobot.models.DataStore> \T1/qtm /m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 100464--100466 []\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 [997] [998] Underfull \hbox (badness 10000) in paragraph at lines 100634--100636 [][][]\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 Underfull \hbox (badness 10000) in paragraph at lines 100711--100714 []\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 100711--100714 \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 [999] Underfull \hbox (badness 10000) in paragraph at lines 100772--100774 []\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. [1000] Underfull \hbox (badness 10000) in paragraph at lines 100849--100851 []\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. Underfull \hbox (badness 10000) in paragraph at lines 100853--100857 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 PromptTrace <datarobot._expe rimental.models.genai.prompt_trace. Underfull \hbox (badness 10000) in paragraph at lines 100853--100857 \T1/txtt/m/n/10 list <datarobot._experimental.models.genai.prompt_trace.PromptT race.list> \T1/qtm/m/n/10 to list Underfull \hbox (badness 10000) in paragraph at lines 100853--100857 \T1/txtt/m/n/10 _experimental.models.genai.prompt_trace.PromptTrace.export_to_a i_catalog> \T1/qtm/m/n/10 to ex-port Underfull \hbox (badness 10000) in paragraph at lines 100859--100862 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 InsightsConfiguration <datar obot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100864--100868 \T1/txtt/m/n/10 models.genai.insights_configuration.Insights.get> \T1/qtm/m/n/1 0 to get the cur-rent in-sights con-fig- Underfull \hbox (badness 10000) in paragraph at lines 100864--100868 \T1/qtm/m/n/10 u-ra-tion for a play-ground. \T1/txtt/m/n/10 Insights.create <da tarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/txtt/m/n/10 models.genai.cost_metric_configurations.CostMetricConfiguration .get> \T1/qtm/m/n/10 to get the cost Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/qtm/m/n/10 met-ric con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfigurati on.create <datarobot._experimental.models. Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.updat e <datarobot._experimental.models.genai. Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/txtt/m/n/10 cost_metric_configurations.CostMetricConfiguration.update> \T1/ qtm/m/n/10 to up-date the cost met-ric Underfull \hbox (badness 10000) in paragraph at lines 100870--100876 \T1/qtm/m/n/10 con-fig-u-ra-tion. \T1/txtt/m/n/10 CostMetricConfiguration.delet e <datarobot._experimental.models.genai. [1001] Underfull \hbox (badness 10000) in paragraph at lines 100878--100880 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 LLMCostConfiguration <dataro bot._experimental.models.genai. [1002] Underfull \hbox (badness 10000) in paragraph at lines 101036--101038 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 custom_model_embedding_validations \T1/q tm/m/n/10 to \T1/txtt/m/n/10 SupportedEmbeddings <datarobot. Underfull \hbox (badness 10000) in paragraph at lines 101040--101042 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 embedding_validation_id \T1/qtm/m/n/10 a nd \T1/txtt/m/n/10 is_separator_regex \T1/qtm/m/n/10 to \T1/txtt/m/n/10 VectorD atabase <datarobot. Underfull \hbox (badness 10000) in paragraph at lines 101074--101076 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter, \T1/txtt/m/n/10 feedback_result\ T1/qtm/m/n/10 , to \T1/txtt/m/n/10 ComparisonPrompt.update <datarobot. Underfull \hbox (badness 10000) in paragraph at lines 101074--101076 \T1/txtt/m/n/10 _experimental.models.genai.comparison_prompt.ComparisonPrompt.u pdate>\T1/qtm/m/n/10 , to up-date a [1003] Underfull \hbox (badness 10000) in paragraph at lines 101142--101144 []\T1/qtm/m/n/10 Added new meth-ods to the class [][]\T1/txtt/m/sl/10 Notebook[ ][] \T1/qtm/m/n/10 which in-cludes [][]\T1/txtt/m/sl/10 Notebook.run[][] \T1/qt m/m/n/10 and [][]\T1/txtt/m/sl/10 Notebook. [1004] Underfull \hbox (badness 10000) in paragraph at lines 101229--101235 \T1/txtt/m/sl/10 create_for_external[][] \T1/qtm/m/n/10 to cre-ate a new reg-is -tered model ver-sion from an ex-ter-nal model. Underfull \hbox (badness 10000) in paragraph at lines 101229--101235 [][]\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments[][] \T1 /qtm/m/n/10 to list de-ploy-ments as-so-ci-ated with Underfull \hbox (badness 7362) in paragraph at lines 101229--101235 \T1/qtm/m/n/10 a reg-is-tered model ver-sion. [][]\T1/txtt/m/sl/10 RegisteredMo delVersion.create_for_leaderboard_item[][] \T1/qtm/m/n/10 to cre- Underfull \hbox (badness 10000) in paragraph at lines 101229--101235 \T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model. [][]\T1/txtt/m/sl/10 RegisteredModelVersion. Underfull \hbox (badness 10000) in paragraph at lines 101272--101274 []\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_v s_actuals_over_time <datarobot.models. [1005] [1006] Underfull \hbox (badness 10000) in paragraph at lines 101410--101416 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 10000) in paragraph at lines 101476--101485 \T1/qtm/m/n/10 and run_once [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.l ist[][] [][]BatchMonitoringJobDefinition. Underfull \hbox (badness 10000) in paragraph at lines 101476--101485 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 101476--101485 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] [1007] Underfull \hbox (badness 10000) in paragraph at lines 101498--101511 \T1/txtt/m/sl/10 create_from_url[][] [][]Dataset.create_from_data_source[][] [] []Dataset.create_from_query_generator[][] Underfull \hbox (badness 10000) in paragraph at lines 101498--101511 [][]\T1/txtt/m/sl/10 Dataset.create_project[][] [][]Project.create[][] [][]Proj ect.create_from_data_source[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 101498--101511 \T1/txtt/m/sl/10 create_from_dataset[][] [][]Project.create_segmented_project_f rom_clustering_model[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 101539--101541 []\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 101543--101545 []\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 101547--101549 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var Underfull \hbox (badness 10000) in paragraph at lines 101556--101558 []\T1/qtm/m/n/10 Added method meth:\T1/txtt/m/n/10 Deployment.get_predictions_o ver_time <datarobot.models.Deployment. [1008] Underfull \hbox (badness 10000) in paragraph at lines 101598--101613 \T1/txtt/m/sl/10 request_feature_effect[][] [][]Model.get_or_request_feature_ef fect[][] [][]Model.get_lift_chart[][] Underfull \hbox (badness 10000) in paragraph at lines 101598--101613 [][]\T1/txtt/m/sl/10 Model.get_all_lift_charts[][] [][]Model.get_residuals_char t[][] [][]Model.get_all_residuals_charts[][] Underfull \hbox (badness 10000) in paragraph at lines 101598--101613 [][]\T1/txtt/m/sl/10 Model.request_lift_chart[][] [][]Model.request_residuals_c hart[][] [][]Model.get_roc_curve[][] [][]Model. Underfull \hbox (badness 10000) in paragraph at lines 101643--101645 []\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 101667--101669 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. Underfull \hbox (badness 7168) in paragraph at lines 101692--101699 []\T1/qtm/m/n/10 The pa-ram-e-ters added to both APIs are: : - \T1/txtt/m/n/10 training_dataset_id \T1/qtm/m/n/10 - \T1/txtt/m/n/10 partition_column \T1/qtm/m /n/10 - [1009] Underfull \hbox (badness 10000) in paragraph at lines 101769--101772 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee n re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 101779--101782 []\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 101794--101797 []\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 101799--101802 []\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. Underfull \hbox (badness 10000) in paragraph at lines 101809--101812 []\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing [][]\T1 /txtt/m/sl/10 SharingAccess[][] \T1/qtm/m/n/10 in-for-ma-tion. - \T1/txtt/m/n/1 0 DataStore. [1010] Underfull \hbox (badness 10000) in paragraph at lines 101945--101949 []\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 101945--101949 [][]\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 101951--101956 []\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 101951--101956 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1011] Underfull \hbox (badness 10000) in paragraph at lines 101982--101986 []\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class : [][]\T1/txtt/m/sl/10 ImageAugmentationList.list[][]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 102053--102055 []\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 [1012] [1013] [1014] Underfull \hbox (badness 10000) in paragraph at lines 102322--102325 []\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 102327--102329 []\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 102410--102412 [][][]\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 102414--102416 [][][]\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 [1015] Underfull \hbox (badness 6364) in paragraph at lines 102446--102448 []\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. Underfull \hbox (badness 10000) in paragraph at lines 102498--102503 []\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e x-trac-tion sam-ples us- Underfull \hbox (badness 10000) in paragraph at lines 102498--102503 \T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1 /qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm /m/n/10 - [1016] Underfull \hbox (badness 10000) in paragraph at lines 102540--102547 []\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 102540--102547 [][]\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 Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.apply_bias_mitigation[][] \T1/qtm /m/n/10 - [][]\T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info[][] Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info[ ][] \T1/qtm/m/n/10 and by adding new bias mit- Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio n_technique - in- Underfull \hbox (badness 10000) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is t-ing method - [][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 and Underfull \hbox (badness 7256) in paragraph at lines 102591--102604 \T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func- tion-al-ity \T1/txtt/m/n/10 datarobot.enums. [1017] Underfull \hbox (badness 10000) in paragraph at lines 102717--102719 []\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 102735--102738 []\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 [1018] [1019] Underfull \hbox (badness 10000) in paragraph at lines 102964--102967 []\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 , [1020] Underfull \hbox (badness 6268) in paragraph at lines 103059--103062 []\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 103080--103084 []\T1/qtm/m/n/10 Func-tion-al-ity: : - [][]\T1/txtt/m/sl/10 datarobot.models.re store_discarded_features.DiscardedFeaturesInfo. Underfull \hbox (badness 10000) in paragraph at lines 103091--103095 []\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 Underfull \hbox (badness 10000) in paragraph at lines 103101--103109 []\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 103101--103109 \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 103101--103109 \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 103101--103109 \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 103101--103109 \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 103101--103109 [][]\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. [1021] Underfull \hbox (badness 10000) in paragraph at lines 103236--103239 []\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 [1022] Underfull \hbox (badness 10000) in paragraph at lines 103312--103315 []\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. Underfull \hbox (badness 10000) in paragraph at lines 103406--103410 []\T1/qtm/m/n/10 Im-proved per-for-mance when down-load-ing pre-dic-tion datafr ames us-ing: : - [][]\T1/txtt/m/sl/10 Predictions. [1023] Underfull \hbox (badness 10000) in paragraph at lines 103508--103511 []\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 103513--103516 []\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. [1024] Underfull \hbox (badness 7907) in paragraph at lines 103684--103689 []\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: [1025] Underfull \hbox (badness 10000) in paragraph at lines 103726--103729 []\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 103802--103807 []\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 103802--103807 \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. [1026] Underfull \hbox (badness 10000) in paragraph at lines 103827--103835 [][]\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 103827--103835 \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 103852--103857 \T1/txtt/m/n/10 Documentation overview<automated_documentation_overview> \T1/qt m/m/n/10 and also re-fer to the :ref:\T1/txtt/m/n/10 API Underfull \hbox (badness 10000) in paragraph at lines 103892--103895 []\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 103897--103903 []\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 103897--103903 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] Underfull \hbox (badness 10000) in paragraph at lines 103927--103934 []\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 103927--103934 \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 , [1027] Underfull \hbox (badness 7814) in paragraph at lines 103941--103947 []\T1/qtm/m/n/10 class \T1/txtt/m/n/10 ComplianceDocumentation \T1/qtm/m/n/10 w ill be dep-re-cated in v2.24 and will be re-moved en-tirely in Underfull \hbox (badness 10000) in paragraph at lines 104001--104004 []\T1/qtm/m/n/10 Sup-port for List-ing all the sec-ondary dataset con-fig-u-ra- tion for a given project: : - [1028] Underfull \hbox (badness 8170) in paragraph at lines 104048--104051 []\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 104053--104056 \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 Underfull \hbox (badness 10000) in paragraph at lines 104133--104138 []\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 104154--104156 []\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. [1029] Underfull \hbox (badness 10000) in paragraph at lines 104176--104179 []\T1/qtm/m/n/10 Ar-gu-ment \T1/txtt/m/n/10 config \T1/qtm/m/n/10 and \T1/txtt/ m/n/10 supports_regression \T1/qtm/m/n/10 are dep-re-cated : for [][]\T1/txtt/m /sl/10 datarobot.models. Underfull \hbox (badness 7326) in paragraph at lines 104181--104184 []\T1/txtt/m/n/10 CustomInferenceImage \T1/qtm/m/n/10 has been dep-re-cated and will be re-moved in v2.24. : [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 104227--104231 []\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 Underfull \hbox (badness 10000) in paragraph at lines 104270--104273 []\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: [1030] [1031] Underfull \hbox (badness 10000) in paragraph at lines 104413--104422 []\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 104424--104431 []\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. [1032] Underfull \hbox (badness 10000) in paragraph at lines 104624--104628 []\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 [1033] Underfull \hbox (badness 8132) in paragraph at lines 104659--104664 []\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 104679--104683 []\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 104679--104683 [][]\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 104703--104705 []\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 . [1034] [1035] Underfull \hbox (badness 10000) in paragraph at lines 104946--104950 []\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. Underfull \hbox (badness 10000) in paragraph at lines 105014--105018 []\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 105014--105018 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. [1036] Overfull \hbox (7.70421pt too wide) in paragraph at lines 105047--105049 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings<deployment_prediction_warning>\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 105067--105070 []\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. Underfull \hbox (badness 7925) in paragraph at lines 105104--105106 []\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 105112--105117 []\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 [1037] Underfull \hbox (badness 10000) in paragraph at lines 105194--105196 []\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 105194--105196 \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 [1038] Underfull \hbox (badness 7451) in paragraph at lines 105280--105283 []\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 <time_series> \T1/ qtm/m/n/10 projects Underfull \hbox (badness 10000) in paragraph at lines 105280--105283 \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 [1039] [1040] Underfull \hbox (badness 10000) in paragraph at lines 105484--105493 []\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 105484--105493 [][]\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 105523--105525 [][][]\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 [1041] Underfull \hbox (badness 10000) in paragraph at lines 105645--105648 []\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 105664--105669 []\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 105664--105669 \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. [1042] Underfull \hbox (badness 10000) in paragraph at lines 105695--105699 []\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. [1043] Underfull \hbox (badness 10000) in paragraph at lines 105782--105790 []\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 105782--105790 \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 Underfull \hbox (badness 10000) in paragraph at lines 105805--105808 []\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 105815--105817 []\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 105857--105861 [][][]\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. [1044] Underfull \hbox (badness 10000) in paragraph at lines 105974--105978 []\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 105974--105978 \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 105994--105998 []\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. [1045] Underfull \hbox (badness 5302) in paragraph at lines 106020--106024 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1046] [1047] Underfull \hbox (badness 10000) in paragraph at lines 106284--106287 []\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. [1048] Underfull \hbox (badness 10000) in paragraph at lines 106384--106389 []\T1/qtm/m/n/10 When in-ter-act-ing with date-time par-ti-tioned projects, \T1 /txtt/m/n/10 DatetimeModel \T1/qtm/m/n/10 can be used to ac- Underfull \hbox (badness 10000) in paragraph at lines 106384--106389 \T1/qtm/m/n/10 cess more in-for-ma-tion spe-cific to mod-els in date-time par-t i-tioned projects. See :ref:\T1/txtt/m/n/10 the [1049] Underfull \hbox (badness 10000) in paragraph at lines 106467--106469 []\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, [1050] Underfull \hbox (badness 10000) in paragraph at lines 106571--106575 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1051] Underfull \hbox (badness 6268) in paragraph at lines 106686--106690 []\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. [1052] Underfull \hbox (badness 10000) in paragraph at lines 106822--106824 []\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. [1053] [1054] [1055] Underfull \hbox (badness 6016) in paragraph at lines 107166--107170 []\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 107186--107191 []\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 [1056] Underfull \hbox (badness 10000) in paragraph at lines 107257--107260 []\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 [1057] [1058] [1059] [1060] (./datarobot-public-api-client.ind [1061] [1062] [1063] Underfull \hbox (badness 5548) in paragraph at lines 111--113 []\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 113--115 []\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 ), [1064] [1065] Underfull \hbox (badness 10000) in paragraph at lines 325--327 []\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 327--329 []\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 [1066] Underfull \hbox (badness 10000) in paragraph at lines 343--345 []\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 [1067] [1068] [1069] Underfull \hbox (badness 10000) in paragraph at lines 658--660 []\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 [1070] [1071] Overfull \hbox (6.44446pt too wide) in paragraph at lines 807--809 []\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 ), [1072] Underfull \hbox (badness 10000) in paragraph at lines 871--873 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview [1073] [1074] [1075] [1076] [1077] Underfull \hbox (badness 10000) in paragraph at lines 1333--1335 []\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 1335--1337 []\T1/txtt/m/n/10 get_buckets_as_dataframe() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 da tarobot.models.deployment.custom_metrics.CustomMetricValuesOverTime Underfull \hbox (badness 10000) in paragraph at lines 1363--1365 []\T1/txtt/m/n/10 get_closest_data_for_featurelist() \T1/qtm/m/n/10 (\T1/qtm/m/ it/10 datarobot._experimental.models.data_matching.DataMatching [1078] Underfull \hbox (badness 10000) in paragraph at lines 1412--1414 []\T1/txtt/m/n/10 get_datasource_definition() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 d atarobot._experimental.models.chunking_service.DatasetChunkDefinition Overfull \hbox (51.0944pt too wide) in paragraph at lines 1425--1427 []\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 1440--1442 []\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 [1079] [1080] [1081] [1082] Underfull \hbox (badness 10000) in paragraph at lines 1883--1885 []\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 [1083] [1084] Underfull \hbox (badness 10000) in paragraph at lines 1982--1984 []\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- [1085] [1086] Underfull \hbox (badness 10000) in paragraph at lines 2189--2191 []\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 2196--2198 []\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 [1087] [1088] Underfull \hbox (badness 10000) in paragraph at lines 2352--2354 []\T1/txtt/m/n/10 patch_validation_dates() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot._experimental.models.chunking_service.DatasetChunkDefinition class [1089] [1090] [1091] [1092] [1093] [1094] [1095] [1096] [1097] Underfull \hbox (badness 7722) in paragraph at lines 3099--3101 []\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 ) [1098] (./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/texlive/texmf-dist/fonts/enc/dvips/fontawesome5/ fa5free1.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/share/t exlive/texmf-dist/fonts/enc/dvips/base/8r.enc}</usr/share/texlive/texmf-dist/fo nts/type1/public/fontawesome5/FontAwesome5Free-Solid.pfb></usr/share/texlive/te xmf-dist/fonts/type1/public/amsfonts/cm/cmmi5.pfb></usr/share/texlive/texmf-dis t/fonts/type1/public/amsfonts/cm/cmsy5.pfb></usr/share/texmf/fonts/type1/public /tex-gyre/qhvb.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qhvbi.pfb></us r/share/texmf/fonts/type1/public/tex-gyre/qhvr.pfb></usr/share/texmf/fonts/type 1/public/tex-gyre/qtmb.pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmbi. pfb></usr/share/texmf/fonts/type1/public/tex-gyre/qtmr.pfb></usr/share/texmf/fo nts/type1/public/tex-gyre/qtmri.pfb></usr/share/texlive/texmf-dist/fonts/type1/ public/txfonts/t1xbtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txf onts/t1xbtt.pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt .pfb></usr/share/texlive/texmf-dist/fonts/type1/public/txfonts/t1xtt.pfb></usr/ share/texlive/texmf-dist/fonts/type1/public/txfonts/tcxtt.pfb></usr/share/texli ve/texmf-dist/fonts/type1/urw/times/utmr8a.pfb> Output written on datarobot-public-api-client.pdf (1102 pages, 4448549 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