Read the Docs build information Build id: 4095506 Project: datarobot-public-api-client Version: early-access Commit: d9e67e31435c193f1d41479a572e6536e005e843 Date: 2026-06-10T20:47:59.963778Z State: finished Success: True [rtd-command-info] start-time: 2026-06-10T20:48:05.358487Z, end-time: 2026-06-10T20:48:08.490952Z, duration: 3, exit-code: 0 git clone --depth 1 git@github.com:datarobot/public_api_client.git . Cloning into '.'... Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2026-06-10T20:48:08.572578Z, end-time: 2026-06-10T20:48:11.287420Z, duration: 2, exit-code: 0 git fetch origin --force --prune --prune-tags --depth 50 refs/tags/early-access:refs/tags/early-access Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. From github.com:datarobot/public_api_client * [new tag] v3.16.0rc0 -> v3.16.0rc0 [rtd-command-info] start-time: 2026-06-10T20:48:12.155015Z, end-time: 2026-06-10T20:48:12.617468Z, duration: 0, exit-code: 0 git checkout --force d9e67e31435c193f1d41479a572e6536e005e843 Note: switching to 'd9e67e31435c193f1d41479a572e6536e005e843'. You are in 'detached HEAD' state. You can look around, make experimental changes and commit them, and you can discard any commits you make in this state without impacting any branches by switching back to a branch. If you want to create a new branch to retain commits you create, you may do so (now or later) by using -c with the switch command. Example: git switch -c Or undo this operation with: git switch - Turn off this advice by setting config variable advice.detachedHead to false HEAD is now at d9e67e3 [CFX-6257] fix: handle non-string runtime parameter payloads in getenv (#4066) [rtd-command-info] start-time: 2026-06-10T20:48:12.705532Z, end-time: 2026-06-10T20:48:12.746519Z, duration: 0, exit-code: 0 cat .readthedocs.yml # .readthedocs.yml # Read the Docs configuration file # See https://docs.readthedocs.io/en/stable/config-file/v2.html for details # Required version: 2 # Build documentation in the docs/ directory with Sphinx sphinx: configuration: sdk_docs/conf.py # Build documentation with MkDocs #mkdocs: # configuration: mkdocs.yml # Optionally build your docs in additional formats such as PDF formats: - pdf # Optionally set the version of Python and requirements required to build your docs python: install: - method: pip path: . extra_requirements: - dev build: os: ubuntu-22.04 tools: python: "3.11" [rtd-command-info] start-time: 2026-06-10T20:48:18.589625Z, end-time: 2026-06-10T20:48:18.647178Z, duration: 0, exit-code: 0 asdf global python 3.11.14 [rtd-command-info] start-time: 2026-06-10T20:48:19.060588Z, end-time: 2026-06-10T20:48:19.536383Z, duration: 0, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.11.14.final.0-64 in 258ms creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv) added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator [rtd-command-info] start-time: 2026-06-10T20:48:19.620217Z, end-time: 2026-06-10T20:48:22.716586Z, duration: 3, exit-code: 0 python -m pip install --upgrade --no-cache-dir pip setuptools Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (23.1) Collecting pip Downloading pip-26.1.2-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 15.7 MB/s eta 0:00:00 Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (67.6.1) Collecting setuptools Downloading setuptools-82.0.1-py3-none-any.whl (1.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.0/1.0 MB 28.9 MB/s eta 0:00:00 Installing collected packages: setuptools, pip Attempting uninstall: setuptools Found existing installation: setuptools 67.6.1 Uninstalling setuptools-67.6.1: Successfully uninstalled setuptools-67.6.1 Attempting uninstall: pip Found existing installation: pip 23.1 Uninstalling pip-23.1: Successfully 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requests, Jinja2, sphinx Successfully installed Jinja2-3.1.6 MarkupSafe-3.0.3 Pygments-2.20.0 alabaster-1.0.0 babel-2.18.0 certifi-2026.5.20 charset_normalizer-3.4.7 docutils-0.22.4 idna-3.18 imagesize-2.0.0 packaging-26.2 requests-2.34.2 roman-numerals-4.1.0 snowballstemmer-3.1.1 sphinx-9.0.4 sphinxcontrib-applehelp-2.0.0 sphinxcontrib-devhelp-2.0.0 sphinxcontrib-htmlhelp-2.1.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-2.0.0 sphinxcontrib-serializinghtml-2.0.0 urllib3-2.7.0 [rtd-command-info] start-time: 2026-06-10T20:48:26.818659Z, end-time: 2026-06-10T20:49:03.462741Z, duration: 36, exit-code: 0 python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[dev] Processing ./. Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting pandas>=0.15 (from datarobot==3.16.0rc0) Downloading pandas-3.0.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (79 kB) Collecting numpy (from datarobot==3.16.0rc0) Downloading numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (6.6 kB) Collecting pyyaml>=3.11 (from datarobot==3.16.0rc0) Downloading pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.4 kB) Requirement already satisfied: requests>=2.28.1 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.11/site-packages (from datarobot==3.16.0rc0) 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mypy-1.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.metadata (2.1 kB) Collecting types-PyYAML==6.0.12 (from datarobot==3.16.0rc0) Downloading types_PyYAML-6.0.12-py3-none-any.whl.metadata (1.2 kB) Collecting types-python-dateutil==2.8.19 (from datarobot==3.16.0rc0) Downloading types_python_dateutil-2.8.19-py3-none-any.whl.metadata (1.3 kB) Collecting types-pytz==2022.2.1.0 (from datarobot==3.16.0rc0) Downloading types_pytz-2022.2.1.0-py3-none-any.whl.metadata (1.2 kB) Collecting types-requests==2.28.11 (from datarobot==3.16.0rc0) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.16.0rc0) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Collecting types-decorator==5.1.8 (from datarobot==3.16.0rc0) Downloading types_decorator-5.1.8-py3-none-any.whl.metadata (1.2 kB) Collecting pydantic-settings>=2.2.0 (from datarobot==3.16.0rc0) Downloading 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23.5/23.5 MB 65.2 MB/s 0:00:00 Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting sphinx-autodoc-typehints>=2 (from datarobot==3.16.0rc0) Downloading sphinx_autodoc_typehints-3.6.1-py3-none-any.whl.metadata (8.7 kB) Collecting sphinxcontrib-spelling==8.0.2 (from datarobot==3.16.0rc0) Downloading sphinxcontrib_spelling-8.0.2-py3-none-any.whl.metadata (2.9 kB) Collecting pyenchant==3.2.2 (from datarobot==3.16.0rc0) Downloading pyenchant-3.2.2-py3-none-any.whl.metadata (3.8 kB) Collecting sphinx-copybutton (from datarobot==3.16.0rc0) Downloading sphinx_copybutton-0.5.2-py3-none-any.whl.metadata (3.2 kB) Collecting sphinx-markdown-builder (from datarobot==3.16.0rc0) Downloading 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platformdirs>=2.5 (from jupyter-core>=4.7->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.16.0rc0) Downloading platformdirs-4.10.0-py3-none-any.whl.metadata (5.5 kB) Collecting jupyter-client>=7.0.0 (from nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.16.0rc0) Downloading jupyter_client-8.9.1-py3-none-any.whl.metadata (8.5 kB) Collecting pyzmq>=25.0 (from jupyter-client>=7.0.0->nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.16.0rc0) Downloading pyzmq-27.1.0-cp311-cp311-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl.metadata (6.0 kB) Collecting tornado>=6.4.1 (from jupyter-client>=7.0.0->nbclient>=0.5.0->nbconvert!=5.4,>=5.3->nbsphinx>=0.9.5->datarobot==3.16.0rc0) Downloading tornado-6.5.7-cp39-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.metadata (2.8 kB) Collecting fastjsonschema>=2.15 (from nbformat->nbsphinx>=0.9.5->datarobot==3.16.0rc0) Downloading fastjsonschema-2.21.2-py3-none-any.whl.metadata (2.3 kB) 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Downloading pyjson5-2.0.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (183 kB) Downloading tomli-2.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (243 kB) Downloading pytest_cov-7.1.0-py3-none-any.whl (22 kB) Downloading coverage-7.14.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (252 kB) Downloading respx-0.23.1-py2.py3-none-any.whl (25 kB) Downloading rfc3339_validator-0.1.4-py2.py3-none-any.whl (3.5 kB) Downloading sly-0.5-py3-none-any.whl (28 kB) Downloading sphinx_copybutton-0.5.2-py3-none-any.whl (13 kB) Downloading sphinx_external_toc-1.1.0-py3-none-any.whl (30 kB) Downloading click-8.4.1-py3-none-any.whl (116 kB) Downloading sphinx_multitoc_numbering-0.1.3-py3-none-any.whl (4.6 kB) Downloading sphinx_markdown_builder-0.6.10-py3-none-any.whl (16 kB) Downloading tabulate-0.10.0-py3-none-any.whl (39 kB) Downloading toolz-1.1.0-py3-none-any.whl (58 kB) Downloading tzdata-2026.2-py2.py3-none-any.whl (349 kB) Downloading uri_template-1.3.0-py3-none-any.whl (11 kB) Downloading wcwidth-0.8.1-py3-none-any.whl (323 kB) Building wheels for collected packages: datarobot, jupyter_contrib_nbextensions, jupyter_contrib_core Building wheel for datarobot (pyproject.toml): started Building wheel for datarobot (pyproject.toml): finished with status 'done' Created wheel for datarobot: filename=datarobot-3.16.0rc0-py3-none-any.whl size=1423366 sha256=ca3ab965549e8c9529fae1079a535886353904ae37ac30601eab0586761ed5e8 Stored in directory: /tmp/pip-ephem-wheel-cache-tw7pcty0/wheels/12/51/52/5f992eb255f4bd779289aa206fd750c83ef8c86789e797f5af Building wheel for jupyter_contrib_nbextensions (pyproject.toml): started Building wheel for jupyter_contrib_nbextensions (pyproject.toml): finished with status 'done' Created wheel for jupyter_contrib_nbextensions: filename=jupyter_contrib_nbextensions-0.7.0-py2.py3-none-any.whl size=23428842 sha256=5f477c6d9d984c7e740b062fa0125d228538a8a2633cd338d05fd3683372fe9e Stored in directory: /tmp/pip-ephem-wheel-cache-tw7pcty0/wheels/cd/25/fe/cb6f3e82f5b1921b0157ac9e32adb2e54806ec1befc446be21 Building wheel for jupyter_contrib_core (pyproject.toml): started Building wheel for jupyter_contrib_core (pyproject.toml): finished with status 'done' Created wheel for jupyter_contrib_core: filename=jupyter_contrib_core-0.4.2-py2.py3-none-any.whl size=17569 sha256=8b9305596852b97f984bed60e50a17e2b3d88c7e75579a58e9e0db2022b4388b Stored in directory: /tmp/pip-ephem-wheel-cache-tw7pcty0/wheels/37/c3/18/be7a983c1120f15dc0c2d1cb9c33749871a93b034185e00ced Successfully built datarobot jupyter_contrib_nbextensions jupyter_contrib_core Installing collected packages: webencodings, types-urllib3, types-PyYAML, types-pytz, types-python-dateutil, types-decorator, trafaret, strenum, sly, pytz, py4j, pure-eval, ptyprocess, jupyter_highlight_selected_word, ipython_genutils, fastjsonschema, websocket-client, webcolors, wcwidth, vermin, uri-template, tzdata, typing-extensions, types-requests, traitlets, tornado, toolz, tomli, tinycss2, tabulate, soupsieve, six, send2trash, ruff, rpds-py, roman-numerals-py, rfc3986-validator, pyzmq, pyyaml, python-json-logger, python-dotenv, pyjson5, pyenchant, pycparser, pyasn1, pyarrow, py-walk, psutil, protobuf, prometheus-client, pluggy, platformdirs, Pillow, pexpect, pathspec, parso, pandocfilters, overrides, numpy, nest-asyncio2, mypy_extensions, mistune, mdurl, lxml, lark, jupyterlab-pygments, jsonpointer, json5, ipython-pygments-lexers, iniconfig, h11, fsspec, fqdn, executing, docutils, defusedxml, decorator, debugpy, coverage, comm, click, bleach, attrs, async-lru, asttokens, annotated-types, typing-inspection, terminado, stack_data, Sphinx, rfc3987-syntax, rfc3339-validator, responses, requests_toolbelt, referencing, python-dateutil, pytest, pydantic-core, pyasn1-modules, prompt_toolkit, mypy, matplotlib-inline, markdown-it-py, jupyter-core, jedi, httpcore, grpcio, googleapis-common-protos, columnar, cffi, beautifulsoup4, application-properties, application-file-scanner, anyio, sphinxcontrib-spelling, sphinxcontrib-jquery, sphinx-multitoc-numbering, sphinx-markdown-builder, sphinx-copybutton, sphinx-autodoc-typehints, pytest-cov, pytest-asyncio, pymarkdownlnt, pydantic, pandas, mdit-py-plugins, jupyter-server-terminals, jupyter-client, jsonschema-specifications, ipython, httpx, grpcio-status, cryptography, arrow, argon2-cffi-bindings, sphinx_rtd_theme, sphinx-external-toc, respx, pydantic-settings, myst-parser, jsonschema, joserfc, isoduration, ipykernel, google-auth, datarobot, argon2-cffi, nbformat, databricks-sdk, authlib, nbclient, jupyter-events, databricks-connect, nbconvert, nbsphinx, jupyter-server, notebook-shim, jupyterlab-server, jupyter-lsp, jupyterlab, notebook, jupyter_contrib_core, jupyter_nbextensions_configurator, jupyter_contrib_nbextensions Attempting uninstall: docutils Found existing installation: docutils 0.22.4 Uninstalling docutils-0.22.4: Successfully uninstalled docutils-0.22.4 Attempting uninstall: Sphinx Found existing installation: Sphinx 9.0.4 Uninstalling Sphinx-9.0.4: Successfully uninstalled Sphinx-9.0.4 Successfully installed Pillow-10.4.0 Sphinx-8.2.3 annotated-types-0.7.0 anyio-4.13.0 application-file-scanner-0.6.4 application-properties-0.9.3 argon2-cffi-25.1.0 argon2-cffi-bindings-25.1.0 arrow-1.4.0 asttokens-3.0.1 async-lru-2.3.0 attrs-26.1.0 authlib-1.7.2 beautifulsoup4-4.15.0 bleach-6.4.0 cffi-2.0.0 click-8.4.1 columnar-1.4.1 comm-0.2.3 coverage-7.14.1 cryptography-48.0.1 databricks-connect-16.1.7 databricks-sdk-0.116.0 datarobot-3.16.0rc0 debugpy-1.8.21 decorator-5.3.1 defusedxml-0.7.1 docutils-0.21.2 executing-2.2.1 fastjsonschema-2.21.2 fqdn-1.5.1 fsspec-2026.4.0 google-auth-2.53.0 googleapis-common-protos-1.75.0 grpcio-1.81.0 grpcio-status-1.81.0 h11-0.16.0 httpcore-1.0.9 httpx-0.28.1 iniconfig-2.3.0 ipykernel-7.3.0 ipython-9.14.1 ipython-pygments-lexers-1.1.1 ipython_genutils-0.2.0 isoduration-20.11.0 jedi-0.20.0 joserfc-1.7.1 json5-0.14.0 jsonpointer-3.1.1 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 jupyter-client-8.9.1 jupyter-core-5.9.1 jupyter-events-0.12.1 jupyter-lsp-2.3.1 jupyter-server-2.19.0 jupyter-server-terminals-0.5.4 jupyter_contrib_core-0.4.2 jupyter_contrib_nbextensions-0.7.0 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-4.5.8 jupyterlab-pygments-0.3.0 jupyterlab-server-2.28.0 lark-1.3.1 lxml-6.1.1 markdown-it-py-3.0.0 matplotlib-inline-0.2.2 mdit-py-plugins-0.6.1 mdurl-0.1.2 mistune-3.2.1 mypy-1.16.0 mypy_extensions-1.1.0 myst-parser-4.0.0 nbclient-0.11.0 nbconvert-7.17.1 nbformat-5.10.4 nbsphinx-0.9.8 nest-asyncio2-1.7.2 notebook-7.5.7 notebook-shim-0.2.4 numpy-1.26.4 overrides-7.7.0 pandas-3.0.3 pandocfilters-1.5.1 parso-0.8.7 pathspec-1.1.1 pexpect-4.9.0 platformdirs-4.10.0 pluggy-1.6.0 prometheus-client-0.25.0 prompt_toolkit-3.0.52 protobuf-6.33.6 psutil-7.2.2 ptyprocess-0.7.0 pure-eval-0.2.3 py-walk-0.3.3 py4j-0.10.9.7 pyarrow-24.0.0 pyasn1-0.6.3 pyasn1-modules-0.4.2 pycparser-3.0 pydantic-2.13.4 pydantic-core-2.46.4 pydantic-settings-2.14.1 pyenchant-3.2.2 pyjson5-2.0.1 pymarkdownlnt-0.9.37 pytest-8.3.5 pytest-asyncio-0.21.1 pytest-cov-7.1.0 python-dateutil-2.9.0.post0 python-dotenv-1.2.2 python-json-logger-4.1.0 pytz-2026.2 pyyaml-6.0.3 pyzmq-27.1.0 referencing-0.37.0 requests_toolbelt-1.0.0 responses-0.21.0 respx-0.23.1 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rfc3987-syntax-1.1.0 roman-numerals-py-4.1.0 rpds-py-2026.5.1 ruff-0.15.16 send2trash-2.1.0 six-1.17.0 sly-0.5 soupsieve-2.8.4 sphinx-autodoc-typehints-3.5.2 sphinx-copybutton-0.5.2 sphinx-external-toc-1.1.0 sphinx-markdown-builder-0.6.10 sphinx-multitoc-numbering-0.1.3 sphinx_rtd_theme-3.1.0 sphinxcontrib-jquery-4.1 sphinxcontrib-spelling-8.0.2 stack_data-0.6.3 strenum-0.4.15 tabulate-0.10.0 terminado-0.18.1 tinycss2-1.5.1 tomli-2.4.1 toolz-1.1.0 tornado-6.5.7 trafaret-2.1.1 traitlets-5.15.1 types-PyYAML-6.0.12 types-decorator-5.1.8 types-python-dateutil-2.8.19 types-pytz-2022.2.1.0 types-requests-2.28.11 types-urllib3-1.26.25 typing-extensions-4.15.0 typing-inspection-0.4.2 tzdata-2026.2 uri-template-1.3.0 vermin-1.8.0 wcwidth-0.8.1 webcolors-25.10.0 webencodings-0.5.1 websocket-client-1.9.0 [rtd-command-info] start-time: 2026-06-10T20:49:03.630797Z, end-time: 2026-06-10T20:49:03.675084Z, duration: 0, exit-code: 0 cat sdk_docs/conf.py # # Copyright 2021-2025 DataRobot, Inc. and its affiliates. # # All rights reserved. # # DataRobot, Inc. # # This is proprietary source code of DataRobot, Inc. and its # affiliates. # # Released under the terms of DataRobot Tool and Utility Agreement. # # DataRobot Python API documentation build configuration file, created by # sphinx-quickstart on Mon Mar 16 10:50:19 2015. # # This file is execfile()d with the current directory set to its containing dir. # # Note that not all possible configuration values are present in this # autogenerated file. # # All configuration values have a default; values that are commented out # serve to show the default. from __future__ import annotations import os import shutil import sys from sphinx.application import Sphinx from sphinx_markdown_builder.translator import MarkdownTranslator sys.path.insert(0, os.path.abspath(".")) from utils import ( # noqa better_versionmodified, depart_admonition, depart_desc_signature, visit_admonition, ) sys.path.insert(0, os.path.abspath("..")) from datarobot import __version__ as version # noqa # Make sure magic 'tags' field is defined. # (Not actually useful but makes Cython and pylint errors go away.) if "tags" not in locals(): tags = None if tags is not None and "b" not in version: # mainline quarterly releases never have the beta "b" in the version, only internal & weekly do tags.add("exclude_experimental_docs") # Copy the changelog to the docs directory so sphinx will include it root_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__))) changelog_path = os.path.join(root_dir, "CHANGES.md") dest_path = os.path.join(root_dir, "sdk_docs", "CHANGES.md") assert os.path.isfile(changelog_path) shutil.copyfile(changelog_path, dest_path) # -- General configuration ----------------------------------------------------- # If your documentation needs a minimal Sphinx version, state it here. needs_sphinx = "8.1.3" # Add any Sphinx extension module names here, as strings. They can be extensions # coming with Sphinx (named 'sphinx.ext.*') or your custom ones. extensions = [ "sphinxcontrib.spelling", "sphinx.ext.autodoc", "sphinx.ext.napoleon", "sphinx.ext.autosummary", "sphinx.ext.doctest", "nbsphinx", "sphinx_markdown_builder", "sphinx.ext.intersphinx", "sphinx_autodoc_typehints", "myst_parser", "sphinx_copybutton", "sphinx_external_toc", ] myst_enable_extensions = [ "amsmath", "attrs_inline", "colon_fence", "deflist", "dollarmath", "fieldlist", "html_admonition", "html_image", # "linkify", "replacements", "smartquotes", "strikethrough", "substitution", "tasklist", ] # AUTODOC SETUP # MyST options autosummary_generate = False autodoc_class_signature = "separated" autodoc_default_options = { "exclude-members": "__init__, schema, __new__, __init_subclass__", } autodoc_member_order = "bysource" # NAPOLEON SETUP napoleon_numpy_docstring = True napoleon_use_param = True napoleon_use_keyword = True napoleon_use_rtype = True napoleon_use_ivar = True napoleon_preprocess_types = True napoleon_attr_annotations = False napoleon_use_admonition_for_examples = True napoleon_use_admonition_for_notes = True napoleon_use_admonition_for_references = True nbsphinx_execute = "never" # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] # The suffix of source filenames. source_suffix = { ".rst": "restructuredtext", ".md": "markdown", } # TODO: Cleanup all errors and warnings ATM supress some of them # # Suppress specific warnings suppress_warnings = [ "ref.python", "ref.class", "ref.exc", "ref.meth", "autodoc", # opentelemetry-sdk is an optional extra — not installed in the docs build env. # sphinx_autodoc_typehints raises these two when it encounters the guarded import. "sphinx_autodoc_typehints.guarded_import", "sphinx_autodoc_typehints.forward_reference", ] # Suppress warnings about missing references # Showing automatically documented members in same order as they are in source # The encoding of source files. # source_encoding = 'utf-8-sig' # The master toctree document. master_doc = "index" # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the # built documents. # # Thes are both the full X.Y.Z version, including alpha/beta/rc tags. # We think Sphinx probably wants both to be defined. release = version project = "DataRobot Python Client" copyright = "2019, DataRobot, Inc" # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. # language = None # There are two options for replacing |today|: either, you set today to some # non-false value, then it is used: # today = '' # Else, today_fmt is used as the format for a strftime call. # today_fmt = '%B %d, %Y' # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. exclude_patterns = ["_build", "**/.ipynb_checkpoints"] # The reST default role (used for this markup: `text`) to use for all documents. # default_role = None # If true, '()' will be appended to :func: etc. cross-reference text. # add_function_parentheses = True # If true, the current module name will be prepended to all description # unit titles (such as .. function::). # add_module_names = True # If true, sectionauthor and moduleauthor directives will be shown in the # output. They are ignored by default. # show_authors = False # The name of the Pygments (syntax highlighting) style to use. pygments_style = "sphinx" # A list of ignored prefixes for module index sorting. # modindex_common_prefix = [] # -- Options for Sphinx External TOC ------------------------------------------- external_toc_path = "_toc.yml" # optional, default: _toc.yml external_toc_exclude_missing = False # optional, default: False # -- Options for HTML output --------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. html_theme = "sphinx_rtd_theme" # Theme options are theme-specific and customize the look and feel of a theme # further. For a list of options available for each theme, see the # documentation. # html_theme_options = {} # Add any paths that contain custom themes here, relative to this directory. # html_theme_path = [] # The name for this set of Sphinx documents. If None, it defaults to # " v documentation". # html_title = None # A shorter title for the navigation bar. Default is the same as html_title. # html_short_title = None # The name of an image file (relative to this directory) to place at the top # of the sidebar. # html_logo = None # The name of an image file (within the static path) to use as favicon of the # docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 # pixels large. # html_favicon = None # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ["_static"] html_extra_path = ["_html"] # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, # using the given strftime format. # html_last_updated_fmt = '%b %d, %Y' # If true, SmartyPants will be used to convert quotes and dashes to # typographically correct entities. # html_use_smartypants = True # Custom sidebar templates, maps document names to template names. # html_sidebars = {} # Additional templates that should be rendered to pages, maps page names to # template names. # html_additional_pages = {} # If false, no module index is generated. # html_domain_indices = True # If false, no index is generated. # html_use_index = True # If true, the index is split into individual pages for each letter. # html_split_index = False # If true, links to the reST sources are added to the pages. # html_show_sourcelink = True # If true, "Created using Sphinx" is shown in the HTML footer. Default is True. # html_show_sphinx = True # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True. # html_show_copyright = True # If true, an OpenSearch description file will be output, and all pages will # contain a tag referring to it. The value of this option must be the # base URL from which the finished HTML is served. # html_use_opensearch = '' # This is the file name suffix for HTML files (e.g. ".xhtml"). # html_file_suffix = None # Output file base name for HTML help builder. htmlhelp_basename = "DataRobotPythonDoc" # -- Options for Markdown output ----------------------------------------------- # Adapted from https://github.com/liran-funaro/sphinx-markdown-builder?tab=readme-ov-file#configurations # If set to True, then anchors will be added before each section/function/class signature. # This allows references to a specific anchor in the document. # markdown_anchor_sections: True # markdown_anchor_signatures: True # If set to True, adds metadata to the top of each document containing author, copyright, # and version. markdown_docinfo: True # If set, all references will link to this prefix address. # markdown_http_base: "https://your-domain.com/docs" # If set, all references will link to documents with this suffix. # markdown_uri_doc_suffix: ".html" # -- Options for LaTeX output -------------------------------------------------- # latex_elements = { # The paper size ('letterpaper' or 'a4paper'). # 'papersize': 'letterpaper', # The font size ('10pt', '11pt' or '12pt'). # 'pointsize': '10pt', # Additional stuff for the LaTeX preamble. # 'preamble': '', # } fh = open("latex_preamble.tex", "r+") PREAMBLE = fh.read() fh.close() latex_elements = { "inputenc": "", "utf8extra": "", "preamble": PREAMBLE, } # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, author, documentclass [howto/manual]). latex_documents = [ ( "index", f"DataRobotPython_{version}_Docs.tex", "DataRobot Python API Documentation", "DataRobot, Inc.", "manual", ), ] # The name of an image file (relative to this directory) to place at the top of # the title page. # latex_logo = None # For "manual" documents, if this is true, then toplevel headings are parts, # not chapters. # latex_use_parts = False # If true, show page references after internal links. # latex_show_pagerefs = False # If true, show URL addresses after external links. # latex_show_urls = False # Documents to append as an appendix to all manuals. # latex_appendices = [] # If false, no module index is generated. # latex_domain_indices = True # -- Options for manual page output -------------------------------------------- # One entry per manual page. List of tuples # (source start file, name, description, authors, manual section). man_pages = [("index", "datarobotpython", "DataRobot Python API Documentation", ["DataRobot, Inc."], 1)] # If true, show URL addresses after external links. # man_show_urls = False # -- Options for Texinfo output ------------------------------------------------ # Grouping the document tree into Texinfo files. List of tuples # (source start file, target name, title, author, # dir menu entry, description, category) texinfo_documents = [ ( "index", "DataRobotPython", "DataRobot Python API Documentation", "DataRobot, Inc.", "DataRobotPython", "One line description of project.", "Miscellaneous", ), ] # Documents to append as an appendix to all manuals. # texinfo_appendices = [] # If false, no module index is generated. # texinfo_domain_indices = True # How to display URL addresses: 'footnote', 'no', or 'inline'. # texinfo_show_urls = 'footnote' # Nitpick targets to ignore: # These are third-party packages that don't expose documentation for sphinx to link nitpick_ignore = [ ("py:class", "opentelemetry.sdk.resources.Resource"), ("py:data", "typing.Tuple"), ("py:data", "typing.Optional"), ("py:data", "typing.Union"), ("py:data", "typing.NoReturn"), ("py:data", "typing.Any"), ("py:data", "typing.Literal"), ("py:data", "Ellipsis"), ("py:obj", "True"), ("py:class", "typing.Self"), ("py:class", "pandas.core.frame.DataFrame"), ("py:class", "requests.models.Response"), ("py:class", "datetime.datetime"), ("py:class", "PIL.Image.Image"), ("py:class", "collections.OrderedDict"), ] # options for spelling spelling_ignore_contributor_names = False spelling_add_pypi_package_names = True spelling_ignore_importable_modules = True spelling_ignore_python_builtins = True spelling_ignore_wiki_words = True spelling_filters = [ "sdk_docs.spelling_filters.filters.DocstringFilePathFilter", "sdk_docs.spelling_filters.filters.TypeAnnotationFilter", "sdk_docs.spelling_filters.filters.CamelCaseFilter", "sdk_docs.spelling_filters.filters.SortOrderFilter", "sdk_docs.spelling_filters.filters.OrdinalFilter", "sdk_docs.spelling_filters.filters.ObjectIdFilter", "sdk_docs.spelling_filters.filters.DayMonthFilter", "sdk_docs.spelling_filters.filters.DataRobotParameterFilter", ] # by default, we render the experimental docs. in the case of stable # releases, a la v3.6.4, we should exclude them at build time and from # the toctree. if "exclude_experimental_docs" in tags: # suppressing etoc.ref warnings like: # WARNING: toctree contains reference to nonexisting document 'experimental/index' [etoc.ref] [docutils] # WARNING: toctree contains reference to nonexisting document 'experimental/enums' [etoc.ref] [docutils] # I wish we could take a more precise approach to this. suppress_warnings.append("etoc.ref") # excluding the experimental folder ensures these files aren't built, period exclude_patterns.append("experimental") def setup(app: Sphinx) -> None: MarkdownTranslator.visit_versionmodified = better_versionmodified # overwrite level of rubric to match markdown MarkdownTranslator.visit_admonition = visit_admonition MarkdownTranslator.depart_admonition = depart_admonition MarkdownTranslator.depart_desc_signature = depart_desc_signature app.add_css_file("css/tight_table.css") [rtd-command-info] start-time: 2026-06-10T20:49:03.759840Z, end-time: 2026-06-10T20:49:47.973079Z, duration: 44, exit-code: 0 python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v8.2.3 loading translations [en]... done Initializing Spelling Checker 8.0.2 making output directory... done Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/html/_static/nbsphinx-code-cells.css myst v4.0.0: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions={'attrs_inline', 'deflist', 'html_admonition', 'dollarmath', 'colon_fence', 'html_image', 'fieldlist', 'strikethrough', 'replacements', 'substitution', 'tasklist', 'smartquotes', 'amsmath'}, disable_syntax=[], all_links_external=False, links_external_new_tab=False, url_schemes=('http', 'https', 'mailto', 'ftp'), ref_domains=None, fence_as_directive=set(), number_code_blocks=[], title_to_header=False, heading_anchors=0, heading_slug_func=None, html_meta={}, footnote_sort=True, footnote_transition=True, words_per_minute=200, substitutions={}, linkify_fuzzy_links=True, dmath_allow_labels=True, dmath_allow_space=True, dmath_allow_digits=True, dmath_double_inline=False, update_mathjax=True, mathjax_classes='tex2jax_process|mathjax_process|math|output_area', enable_checkboxes=False, suppress_warnings=[], highlight_code_blocks=True) sphinx-multitoc-numbering v0.1.3: Loaded building [mo]: targets for 0 po files that are out of date writing output... building [html]: targets for 88 source files that are out of date updating environment: [new config] 88 added, 0 changed, 0 removed reading sources... 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[100%] reference/modeling/spec/images/visualai/embeddings.png dumping search index in English (code: en)... done dumping object inventory... done build succeeded. The HTML pages are in ../_readthedocs/html. [rtd-command-info] start-time: 2026-06-10T20:49:48.056375Z, end-time: 2026-06-10T20:50:14.491792Z, duration: 26, exit-code: 0 python -m sphinx -T -b latex -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/pdf Running Sphinx v8.2.3 loading translations [en]... done Initializing Spelling Checker 8.0.2 making output directory... done loading pickled environment... 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Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/latexmkjarc Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/Makefile Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/make.bat Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/latexmkrc done copying assets: done processing DataRobotPython_3.16.0rc0_Docs.tex... index reference/index reference/data/index reference/data/dataset reference/data/database_connectivity reference/data/feature_discovery reference/modeling/index reference/modeling/project reference/modeling/model reference/modeling/blueprint reference/modeling/insights/index reference/modeling/insights/automated_documentation reference/modeling/insights/external_testset reference/modeling/insights/model_performance_insights reference/modeling/insights/prediction_explanations reference/modeling/insights/rating_table reference/modeling/insights/shap_insights reference/modeling/spec/index reference/modeling/spec/binary_data reference/modeling/spec/custom_task reference/modeling/spec/datetime_partition reference/modeling/spec/monotonic_constraints reference/modeling/spec/segmented_modeling reference/modeling/spec/time_series reference/modeling/spec/unsupervised_anomaly reference/modeling/spec/unsupervised_clustering reference/modeling/spec/visualai reference/modeling/job reference/modeling/prime reference/modeling/model_recommendation reference/predictions/index reference/predictions/predict_job reference/predictions/batch_predictions reference/mlops/index reference/mlops/deployment reference/mlops/data_exports reference/mlops/custom_metrics reference/mlops/custom_model reference/mlops/jobs reference/mlops/model_registry reference/mlops/key_values reference/mlops/a2a_agents reference/admin/index reference/admin/credentials reference/admin/sharing reference/use_cases/index reference/use_cases/use_cases client-setup api-object app-framework application-templates applications batch-monitoring batch-predictions binary_data_helpers blueprints challenger-models compliance-documentation credentials custom-metrics custom-models custom-applications custom-application-sources data-connectivity data-exploration data-registry data-wrangling datarobot-models deployment-management errors features file-system gen-llm-generation gen-prompting gen-vector-databases gen-testing gen-moderation gen-syftr-search insights jobs key_values memory mlops_event notebooks projects training_predictions use-cases CHANGES resolving references... processing DataRobotPython_3.16.0rc0_Docs.tex: done writing... done copying images... [ 20%] reference/modeling/spec/images/visualai/sample1.png copying images... [ 40%] reference/modeling/spec/images/visualai/sample2.png copying images... [ 60%] reference/modeling/spec/images/visualai/activation_map1.png copying images... [ 80%] reference/modeling/spec/images/visualai/activation_map2.png copying images... [100%] reference/modeling/spec/images/visualai/embeddings.png Writing evaluated template result to /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/_readthedocs/pdf/sphinxmessages.sty build succeeded. The LaTeX files are in ../_readthedocs/pdf. Run 'make' in that directory to run these through (pdf)latex (use `make latexpdf' here to do that automatically). [rtd-command-info] start-time: 2026-06-10T20:50:15.002991Z, end-time: 2026-06-10T20:50:15.042638Z, duration: 0, exit-code: 0 cat latexmkrc $latex = 'latex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $pdflatex = 'pdflatex ' . $ENV{'LATEXOPTS'} . 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Type to continue. ... l.43 ..._critical:nn { xeCJK } { Require-XeTeX } } ) (/usr/share/texlive/texmf-dist/tex/latex/idxlayout/idxlayout.sty) Writing index file datarobot-public-api-client.idx (/usr/share/texlive/texmf-dist/tex/latex/ragged2e/ragged2e.sty) (/usr/share/texmf/tex/latex/tex-gyre/t1qtm.fd) (./datarobot-public-api-client.aux) (/usr/share/texlive/texmf-dist/tex/context/base/mkii/supp-pdf.mkii [Loading MPS to PDF converter (version 2006.09.02).] ) (/usr/share/texlive/texmf-dist/tex/latex/epstopdf-pkg/epstopdf-base.sty (/usr/share/texlive/texmf-dist/tex/latex/latexconfig/epstopdf-sys.cfg)) (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5.sty (/usr/share/texlive/texmf-dist/tex/latex/l3packages/l3keys2e/l3keys2e.sty) (/usr/share/texlive/texmf-dist/tex/latex/l3packages/xparse/xparse.sty) (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-generic-help er.sty (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/fontawesome5-mapping.def) )) *geometry* driver: auto-detecting *geometry* detected driver: pdftex (/usr/share/texlive/texmf-dist/tex/latex/hyperref/nameref.sty (/usr/share/texlive/texmf-dist/tex/latex/refcount/refcount.sty) (/usr/share/texlive/texmf-dist/tex/generic/gettitlestring/gettitlestring.sty)) (/usr/share/texmf/tex/latex/tex-gyre/t1qhv.fd)<><><><> (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsa.fd) (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsb.fd) [1{/var/lib/texmf/fo nts/map/pdftex/updmap/pdftex.map}] [2] [1] [2] [1] [2] Chapter 1. LaTeX Warning: Hyper reference `reference/admin/index::doc' on page 3 undefined on input line 159. LaTeX Warning: Hyper reference `reference/data/index::doc' on page 3 undefined on input line 159. LaTeX Warning: Hyper reference `reference/mlops/index::doc' on page 3 undefined on input line 159. LaTeX Warning: Hyper reference `reference/modeling/index::doc' on page 3 undefi ned on input line 159. LaTeX Warning: Hyper reference `reference/predictions/index::doc' on page 3 und efined on input line 159. LaTeX Warning: Hyper reference `reference/use_cases/index::doc' on page 3 undef ined on input line 159. LaTeX Warning: Hyper reference `reference/admin/index::doc' on page 3 undefined on input line 159. Underfull \hbox (badness 10000) in paragraph at lines 159--159 []\T1/qtm/m/it/10 Ad-min-is-tra- LaTeX Warning: Hyper reference `reference/data/index::doc' on page 3 undefined on input line 159. 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[5] LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f rom_url' on page 6 undefined on input line 231. Underfull \hbox (badness 10000) in paragraph at lines 230--233 []\T1/txtt/m/sl/10 Dataset.create_from_url \T1/qtm/m/n/10 takes CSV data from a URL. If you have set LaTeX Warning: Hyper reference `data-registry:datarobot.models.Dataset.create_f rom_data_source' on page 6 undefined on input line 240. Underfull \hbox (badness 10000) in paragraph at lines 239--243 []\T1/txtt/m/sl/10 Dataset.create_from_data_source \T1/qtm/m/n/10 takes data fr om a data source. If you have set LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 6 undefined on input line 259. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.create' on pa ge 6 undefined on input line 259. [6] [7] [8] LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 9 unde fined on input line 449. 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[23] LaTeX Warning: Hyper reference `projects:partitions-api' on page 24 undefined o n input line 1425. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 24 undefined on input line 1425. [24] LaTeX Warning: Hyper reference `projects:advanced-options-api' on page 25 undef ined on input line 1496. [25] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 26 undefined on input line 1513. [26] [27] [28] [29] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 30 und efined on input line 1837. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train' on pag e 30 undefined on input line 1852. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim e' on page 30 undefined on input line 1864. [30] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.get_models' o n page 31 undefined on input line 1877. [31] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get' on page 32 undefined on input line 1963. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.recommended_m odel' on page 32 undefined on input line 1980. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.train' on page 32 undefined on input line 1997. LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 32 undefin ed on input line 1999. LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 32 undefined on input line 2000. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.cross_v alidate' on page 32 undefined on input line 2022. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .score_backtests' on page 32 undefined on input line 2033. [32] [33] [34] Underfull \hbox (badness 10000) in paragraph at lines 2190--2192 []\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method Underfull \hbox (badness 10000) in paragraph at lines 2204--2209 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [35] LaTeX Warning: Hyper reference `datarobot-models:missing-values-report-api' on page 36 undefined on input line 2264. [36] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request _training_predictions' on page 37 undefined on input line 2365. LaTeX Warning: Hyper reference `reference/predictions/predict_job:training-pred ictions' on page 37 undefined on input line 2368. 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LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .get_accuracy_over_time_plot' on page 69 undefined on input line 4517. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .get_accuracy_over_time_plots_metadata' on page 69 undefined on input line 4518 . LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .get_accuracy_over_time_plot_preview' on page 69 undefined on input line 4519. Underfull \hbox (badness 10000) in paragraph at lines 4515--4520 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 4515--4520 \T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot\T1/qtm/m/n/10 . You can also re-trieve the de-tailed meta-data us-ing LaTeX Warning: Hyper reference `projects:dur-string-helper' on page 69 undefine d on input line 4595. [69] [70] [71] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series ' on page 72 undefined on input line 4746. LaTeX Warning: Hyper reference `projects:segmented-modeling-api' on page 72 und efined on input line 4767. ! LaTeX Error: Unicode character 物 (U+7269) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} ! LaTeX Error: Unicode character 类 (U+7C7B) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [72] [73] LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 74 undefined on input line 4922. [74] LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 75 u ndefined on input line 4946. 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[78] LaTeX Warning: Hyper reference `batch-predictions:batch-prediction-api' on page 79 undefined on input line 5238. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel ' on page 79 undefined on input line 5257. Underfull \hbox (badness 6141) in paragraph at lines 5251--5258 []\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t he span of the ef-fec-tive Fea-ture Deriva- [79] LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile' on page 80 und efined on input line 5302. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific ation' on page 80 undefined on input line 5381. [80] LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.create_calendar _from_country_code' on page 81 undefined on input line 5413. LaTeX Warning: Hyper reference `projects:datarobot.CalendarFile.get_allowed_cou ntry_codes' on page 81 undefined on input line 5416. 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Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/ 10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\ T1/qtm/m/n/10 , and [88] Underfull \hbox (badness 10000) in paragraph at lines 5918--5921 []\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s ), re-quest com-pute ex-ter-nal test on one of [89] [90] [91] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag e 92 undefined on input line 6202. [92] LaTeX Warning: Hyper reference `reference/modeling/spec/unsupervised_clustering :datarobot.models.model.ClusterInsight' on page 93 undefined on input line 6236 . LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 93 undefined on input line 6241. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 93 undefined on input line 6246. 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[315] LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag e 316 undefined on input line 25391. LaTeX Warning: Hyper reference `credentials:datarobot.models.Credential' on pag e 316 undefined on input line 25449. [316] Underfull \hbox (badness 5475) in paragraph at lines 25495--25497 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that [317] [318] Chapter 20. [319] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric' on page 320 undefined on input line 25680. [320] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric' on page 321 undefined on input line 25734. LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric.list' on page 321 undefined on input line 25778. [321] Underfull \hbox (badness 5274) in paragraph at lines 25874--25876 []\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time [322] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetric' on page 323 undefined on input line 25909. [323] [324] [325] Overfull \vbox (2.75995pt too high) detected at line 26210 [326] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetricValuesOverTime' on page 327 undefined on input line 2626 4. [327] LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetricValuesOverSpace' on page 328 undefined on input line 263 36. LaTeX Warning: Hyper reference `custom-metrics:datarobot.models.deployment.cust om_metrics.CustomMetricSummary' on page 328 undefined on input line 26401. 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[339] [340] Chapter 21. Underfull \hbox (badness 5924) in paragraph at lines 27879--27884 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1 0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 341 undefined on input line 27893. [341] Underfull \hbox (badness 10000) in paragraph at lines 27948--27951 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 27948--27951 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 27948--27951 \T1/qtm/m/n/10 pub-lic net-work. 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Val-ues: [\T1/qtm/m/it/10 datarobot.TARGE T_TYPE.BINARY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 \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 28136--28141 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] [343] Underfull \hbox (badness 10000) in paragraph at lines 28178--28181 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 28178--28181 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28178--28181 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 28192--28195 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o n page 344 undefined on input line 28204. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34 4 undefined on input line 28209. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34 4 undefined on input line 28213. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomInferenceModel' o n page 344 undefined on input line 28247. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 34 4 undefined on input line 28252. [344] LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 34 5 undefined on input line 28256. 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[346] Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 []\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U the type of the im-age, ei-ther CUS- Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 \T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C US- Underfull \hbox (badness 10000) in paragraph at lines 28617--28620 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 28617--28620 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28617--28620 \T1/qtm/m/n/10 pub-lic net-work. 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[349] Underfull \hbox (badness 10000) in paragraph at lines 28985--28988 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 28985--28988 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28985--28988 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 350 undefined on input line 29047. [350] Underfull \hbox (badness 10000) in paragraph at lines 29096--29103 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 29096--29103 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f ile1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \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 29115--29125 \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 29127--29130 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 29127--29130 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 29127--29130 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [351] LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion' on page 352 undefined on input line 29186. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 35 2 undefined on input line 29191. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 35 2 undefined on input line 29195. LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 352 undefined on input line 29199. LaTeX Warning: Hyper reference `errors:datarobot.errors.TrainingDataAssignmentE rror' on page 352 undefined on input line 29203. Underfull \vbox (badness 2970) detected at line 29251 [352] Underfull \hbox (badness 10000) in paragraph at lines 29298--29305 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 29298--29305 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and [353] Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi le1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \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 29317--29327 \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 29334--29337 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 29334--29337 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 29334--29337 \T1/qtm/m/n/10 pub-lic net-work. 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Underfull \hbox (badness 10000) in paragraph at lines 30775--30777 []\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][] old_user@datarobot.com[][] to [364] LaTeX Warning: Hyper reference `custom-models:datarobot.ExecutionEnvironmentVer sion' on page 365 undefined on input line 30907. [365] LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 366 undefined on input line 30912. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 36 6 undefined on input line 30916. LaTeX Warning: Hyper reference `errors:datarobot.errors.ServerError' on page 36 6 undefined on input line 30920. Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 []\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U build sta-tus of Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 \T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. 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[654] Underfull \hbox (badness 10000) in paragraph at lines 64106--64108 []\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod elVersion' on page 655 undefined on input line 64117. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.RegisteredMod elVersion' on page 655 undefined on input line 64181. [655] [656] [657] LaTeX Warning: Hyper reference `jobs:datarobot.models.Job' on page 658 undefine d on input line 64511. [658] Chapter 31. [659] [660] Chapter 32. LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme nt.list' on page 661 undefined on input line 64583. [661] LaTeX Warning: Hyper reference `deployment-management:datarobot.models.Deployme nt' on page 662 undefined on input line 64683. 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[713] LaTeX Warning: Hyper reference `errors:datarobot.errors.PlatformDeprecationWarn ing' on page 714 undefined on input line 71123. [714] LaTeX Warning: Hyper reference `errors:datarobot.errors.DataRobotDeprecationWar ning' on page 715 undefined on input line 71314. [715] [716] Chapter 34. LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeature' on p age 717 undefined on input line 71355. LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:input-vs-mo deling' on page 717 undefined on input line 71357. [717] Underfull \hbox (badness 10000) in paragraph at lines 71468--71473 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 718 undefined on input line 71534. [718] [719] LaTeX Warning: Hyper reference `features:datarobot.models.MulticategoricalHisto gram' on page 720 undefined on input line 71691. 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Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R ocCurve >>> RocCurve.compute( Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/ 10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375, Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0 .0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t xtt/m/n/10 '\T1/txtt/m/n/10 : 863, [871] [872] Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L iftChart >>> LiftChart.compute( Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_ weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ] [873] [874] [875] Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R esiduals >>> Residuals.list( Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS 1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32. [876] [877] [878] [879] [880] [881] [882] [883] [884] [885] [886] [887] [888] [889] Underfull \hbox (badness 10000) in paragraph at lines 92425--92427 []\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums. [890] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 891 undefined on input line 92519. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord' on page 891 undefined on input line 92567. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 891 undefined on input line 92609. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 891 undefined on input line 92630. [891] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 892 undefined on input line 92670. LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentRecord.list' on page 892 undefined on input line 92693. [892] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentExplanations' on page 893 undefined on input line 92863. [893] LaTeX Warning: Hyper reference `insights:datarobot.models.anomaly_assessment.An omalyAssessmentPredictionsPreview' on page 894 undefined on input line 92985. Underfull \hbox (badness 10000) in paragraph at lines 93105--93107 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [894] LaTeX Warning: Hyper reference `insights:datarobot.insights.LiftChart' on page 895 undefined on input line 93153. [895] [896] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 897 undefined on input line 93410. [897] [898] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSliceS izeInfo' on page 899 undefined on input line 93565. Overfull \vbox (2.69994pt too high) detected at line 93633 [899] LaTeX Warning: Hyper reference `insights:datarobot.models.data_slice.DataSlice' on page 900 undefined on input line 93660. [900] Underfull \hbox (badness 10000) in paragraph at lines 93755--93758 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93755--93758 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 93789--93791 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 93796--93798 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [901] [902] [903] Underfull \hbox (badness 10000) in paragraph at lines 94086--94089 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. 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[906] [907] LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores.list' on page 908 undefined on input line 94730. [908] LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 909 undefined on input line 94829. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 909 undefined on input line 94833. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 909 undefined on input line 94869. LaTeX Warning: Hyper reference `insights:datarobot.ExternalScores' on page 909 undefined on input line 94873. [909] LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart.list' on p age 910 undefined on input line 94921. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 9 10 undefined on input line 94965. LaTeX Warning: Hyper reference `insights:datarobot.ExternalLiftChart' on page 9 10 undefined on input line 94969. 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[918] LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanationsInitia lization' on page 919 undefined on input line 96149. LaTeX Warning: Hyper reference `errors:datarobot.errors.ClientError' on page 91 9 undefined on input line 96153. [919] LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations' on p age 920 undefined on input line 96314. [920] Underfull \hbox (badness 10000) in paragraph at lines 96342--96345 []\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 96347--96350 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. Underfull \hbox (badness 6708) in paragraph at lines 96420--96426 \T1/qtm/m/n/10 Cre-ate pre-dic-tion ex-pla-na-tions for the the dataset used to train the model. 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[949] LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Event' on page 9 50 undefined on input line 100201. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session' on page 950 undefined on input line 100219. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session.post_eve nt' on page 950 undefined on input line 100222. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session.events' on page 950 undefined on input line 100223. LaTeX Warning: Hyper reference `memory:datarobot.models.memory.Session.update_e vent' on page 950 undefined on input line 100223. [950] Chapter 46. [951] [952] Chapter 47. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.enums.RunT ype' on page 953 undefined on input line 100416. [953] [954] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.notebook.N otebook' on page 955 undefined on input line 100715. [955] [956] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.enums.Note bookStatus' on page 957 undefined on input line 100953. [957] LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 958 undefined on input line 101136. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.exceptions .KernelNotAssignedError' on page 958 undefined on input line 101143. [958] LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 959 undefined on input line 101202. LaTeX Warning: Hyper reference `errors:datarobot.errors.InvalidUsageError' on p age 959 undefined on input line 101250. [959] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_ environment.Image' on page 960 undefined on input line 101404. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.execution_ environment.Machine' on page 960 undefined on input line 101408. 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[967] LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.session.No tebookExecutionStatus' on page 968 undefined on input line 102428. LaTeX Warning: Hyper reference `notebooks:datarobot.models.notebooks.user.Noteb ookUser' on page 968 undefined on input line 102543. [968] Chapter 48. [969] Underfull \hbox (badness 10000) in paragraph at lines 102680--102682 []\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the [970] LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 971 undefined on input line 102769. LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 971 undefined on input line 102846. LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError ' on page 971 undefined on input line 102851. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 971 undefined on input line 102855. 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LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 974 undefined on input line 103188. LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 974 undefined on input line 103228. [974] LaTeX Warning: Hyper reference `errors:datarobot.errors.ProjectAsyncFailureErro r' on page 975 undefined on input line 103233. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 975 undefined on input line 103238. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 975 undefined on input line 103242. [975] LaTeX Warning: Hyper reference `projects:partitions-api' on page 976 undefined on input line 103315. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition ing_method' on page 976 undefined on input line 103317. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_ partitioning' on page 976 undefined on input line 103318. Underfull \hbox (badness 10000) in paragraph at lines 103314--103320 \T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103314--103320 \T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103398--103405 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 103398--103405 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 103398--103405 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [976] Underfull \hbox (badness 10000) in paragraph at lines 103407--103411 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 977 undefined on input line 103424. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 977 undefined on input line 103429. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 977 undefined on input line 103434. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 977 undefined on input line 103438. [977] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 978 undefined on input line 103519. [978] Underfull \hbox (badness 7888) in paragraph at lines 103637--103644 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 . \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep rints Underfull \hbox (badness 10000) in paragraph at lines 103637--103644 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, LaTeX Warning: Hyper reference `projects:partitions-api' on page 979 undefined on input line 103661. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition ing_method' on page 979 undefined on input line 103663. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_ partitioning' on page 979 undefined on input line 103664. Underfull \hbox (badness 10000) in paragraph at lines 103660--103666 \T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103660--103666 \T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project. [979] LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 980 undefined on input line 103738. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 980 undefined on input line 103743. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 980 undefined on input line 103748. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 980 undefined on input line 103752. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag e 980 undefined on input line 103768. [980] LaTeX Warning: Hyper reference `projects:partitions-api' on page 981 undefined on input line 103863. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_partition ing_method' on page 981 undefined on input line 103865. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_datetime_ partitioning' on page 981 undefined on input line 103866. Underfull \hbox (badness 10000) in paragraph at lines 103862--103868 \T1/qtm/m/n/10 the \T1/qtm/m/it/10 Par-ti-tion Classes \T1/qtm/m/n/10 de-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103862--103868 \T1/qtm/m/n/10 As an al-ter-na-tive, use \T1/txtt/m/sl/10 Project.set_partition ing_method \T1/qtm/m/n/10 or \T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103908--103910 []\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/ m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 , [981] LaTeX Warning: Hyper reference `projects:datarobot.models.Project' on page 982 undefined on input line 103935. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 982 undefined on input line 103940. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 982 undefined on input line 103945. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 982 undefined on input line 103949. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.start' on pag e 982 undefined on input line 103965. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 982 undefined on input line 103969. [982] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 983 undefined on input line 104052. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 983 undefined on input line 104070. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.GenericModel' on page 983 undefined on input line 104070. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 983 undefined on input line 104092. Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 []\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 ) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re- Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns fewer at-tributes Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and could be re- Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr easing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/ n/10 supports_composable_ml \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t ributes are ab-sent and Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt /m/n/10 has_empty_clusters\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m /n/10 prediction_threshold \T1/qtm/m/n/10 and [983] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag e 984 undefined on input line 104142. [984] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag e 985 undefined on input line 104207. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model' on pag e 985 undefined on input line 104239. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 985 undefined on input line 104284. 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[986] Underfull \hbox (badness 10000) in paragraph at lines 104483--104485 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa taset' on page 987 undefined on input line 104499. LaTeX Warning: Hyper reference `errors:datarobot.errors.InputNotUnderstoodError ' on page 987 undefined on input line 104504. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 987 undefined on input line 104508. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 987 undefined on input line 104513. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 987 undefined on input line 104518. Underfull \hbox (badness 7649) in paragraph at lines 104522--104525 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n /10 and [987] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 988 undefined on input line 104567. Underfull \hbox (badness 10000) in paragraph at lines 104577--104579 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa taset' on page 988 undefined on input line 104613. [988] Underfull \hbox (badness 10000) in paragraph at lines 104642--104648 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [989] [990] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:time-series -predict' on page 991 undefined on input line 104916. Overfull \hbox (0.89392pt too wide) in paragraph at lines 104926--104930 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 , [991] LaTeX Warning: Hyper reference `batch-predictions:datarobot.models.PredictionDa taset' on page 992 undefined on input line 105000. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 992 undefined on input line 105025. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 992 undefined on input line 105050. 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[993] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 994 undefined on input line 105289. LaTeX Warning: Hyper reference `features:datarobot.models.ModelingFeaturelist' on page 994 undefined on input line 105289. [994] LaTeX Warning: Hyper reference `features:datarobot.models.Feature' on page 995 undefined on input line 105455. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncFailureError' on p age 995 undefined on input line 105460. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncProcessUnsuccessfu lError' on page 995 undefined on input line 105464. LaTeX Warning: Hyper reference `errors:datarobot.errors.AsyncTimeoutError' on p age 995 undefined on input line 105468. LaTeX Warning: Hyper reference `features:datarobot.models.Featurelist' on page 995 undefined on input line 105499. [995] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 996 undefined on input line 105536. 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[997] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 998 undefined on input line 105718. [998] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 999 undefined on input line 105931. LaTeX Warning: Hyper reference `errors:datarobot.errors.AppPlatformError' on pa ge 999 undefined on input line 105939. [999] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.train_datetim e' on page 1000 undefined on input line 105977. LaTeX Warning: Hyper reference `blueprints:datarobot.models.Blueprint' on page 1000 undefined on input line 105983. Underfull \hbox (badness 10000) in paragraph at lines 106016--106025 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [1000] LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods .construct_duration_string' on page 1001 undefined on input line 106117. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 1001 undefined on input line 106118. Underfull \hbox (badness 10000) in paragraph at lines 106115--106120 []\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 106115--106120 \T1/txtt/m/sl/10 partitioning_methods.construct_duration_string \T1/qtm/m/n/10 helper method. Please see \T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 106132--106135 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [1001] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on page 1002 undefined on input line 106190. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on page 1002 undefined on input line 106229. [1002] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.check_blendab le' on page 1003 undefined on input line 106237. LaTeX Warning: Hyper reference `projects:datarobot.helpers.eligibility_result.E ligibilityResult' on page 1003 undefined on input line 106276. 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[1005] [1006] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 1007 undefined on input line 106819. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 1007 undefined on input line 106856. [1007] LaTeX Warning: Hyper reference `reference/modeling/spec/time_series:external-ba seline-predictions' on page 1008 undefined on input line 106924. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.list' on page 1008 undefined on input line 106939. Underfull \hbox (badness 10000) in paragraph at lines 106951--106957 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 106951--106957 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. 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Underfull \hbox (badness 10000) in paragraph at lines 107935--107942 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 107935--107942 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 107935--107942 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [1016] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.ModelJob' on page 1017 undefined on input line 107957. [1017] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1018 undefined on input line 108145. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat e' on page 1018 undefined on input line 108148. Underfull \hbox (badness 10000) in paragraph at lines 108143--108149 []\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to \ T1/txtt/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific ation' on page 1018 undefined on input line 108155. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioningSpecific ation' on page 1018 undefined on input line 108155. 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Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 108448--108455 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 108448--108455 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 6741) in paragraph at lines 108463--108465 []\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned Underfull \hbox (badness 6741) in paragraph at lines 108467--108469 []\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned [1021] Underfull \hbox (badness 10000) in paragraph at lines 108512--108516 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on page 1022 undefined on input line 108597. [1022] [1023] LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1024 undefined on input line 108922. LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning.generat e' on page 1024 undefined on input line 108923. Underfull \hbox (badness 10000) in paragraph at lines 108921--108924 []\T1/qtm/m/n/10 This is the spec-i-fi-ca-tion that should be passed to \T1/txt t/m/sl/10 Project.analyze_and_model \T1/qtm/m/n/10 via the LaTeX Warning: Hyper reference `projects:datarobot.helpers.partitioning_methods .construct_duration_string' on page 1024 undefined on input line 108927. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:date -dur-spec' on page 1024 undefined on input line 108928. 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LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.get_a ll_as_dataframe' on page 1106 undefined on input line 118210. LaTeX Warning: Hyper reference `insights:datarobot.PredictionExplanations.get_r ows' on page 1106 undefined on input line 118210. Underfull \hbox (badness 10000) in paragraph at lines 118209--118211 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 a nd \T1/txtt/m/sl/10 datarobot.PredictionExplanations. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.upload_datase t_from_catalog' on page 1106 undefined on input line 118214. [1106] LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea te_clean' on page 1107 undefined on input line 118232. LaTeX Warning: Hyper reference `custom-models:datarobot.CustomModelVersion.crea te_from_previous' on page 1107 undefined on input line 118236. 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LaTeX Warning: Hyper reference `projects:datarobot.DatetimePartitioning' on pag e 1107 undefined on input line 118321. [1107] LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_fea ture_effect_metadata' on page 1108 undefined on input line 118335. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .get_feature_effect_metadata' on page 1108 undefined on input line 118340. Underfull \hbox (badness 10000) in paragraph at lines 118338--118341 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata() \T1/qtm/m/n/10 has b een re-moved. Use \T1/txtt/m/sl/10 DatetimeModel. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.request _feature_effect' on page 1108 undefined on input line 118345. LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.DatetimeModel .request_feature_effect' on page 1108 undefined on input line 118350. 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Underfull \hbox (badness 10000) in paragraph at lines 118931--118934 []\T1/qtm/m/n/10 Added sup-port for cre-at-ing mono-tonic fea-ture lists for ti me se-ries projects. Set LaTeX Warning: Hyper reference `datarobot-models:datarobot.models.Model.get_adv anced_tuning_parameters' on page 1113 undefined on input line 118937. Underfull \hbox (badness 10000) in paragraph at lines 118936--118938 []\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. LaTeX Warning: Hyper reference `projects:datarobot.helpers.AdvancedOptions' on page 1113 undefined on input line 118941. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.set_options' on page 1113 undefined on input line 118941. LaTeX Warning: Hyper reference `projects:datarobot.models.Project.analyze_and_m odel' on page 1113 undefined on input line 118941. 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LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.augmentat ion' on page 1161 undefined on input line 124419. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.images' o n page 1161 undefined on input line 124420. LaTeX Warning: Reference `blueprints:module-datarobot.models.visualai.insights' on page 1161 undefined on input line 124421. No file datarobot-public-api-client.ind. [1161] (./datarobot-public-api-client.aux) LaTeX Warning: There were undefined references. LaTeX Warning: Label(s) may have changed. Rerun to get cross-references right. Package rerunfilecheck Warning: File `datarobot-public-api-client.out' has chan ged. (rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips /tex-gyre/q-ec.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/s hare/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.enc}{/usr/share/texlive/texmf-dist/ fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/ enc/dvips/base/8r.enc} Output written on datarobot-public-api-client.pdf (1165 pages, 4671881 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Missing input file 'datarobot-public-api-client.ind' (or dependence on it) from following: 'No file datarobot-public-api-client.ind.' Latexmk: References changed. Latexmk: References changed. Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Latexmk: List of undefined refs and citations: Reference `binary_data_helpers:module-datarobot.helpers.binary_data_utils' on page 1161 undefined on input line 124406 Reference `blueprints:module-datarobot.models.visualai.augmentation' on page 1161 undefined on input line 124419 Reference `blueprints:module-datarobot.models.visualai.images' on page 1161 undefined on input line 124420 Reference `blueprints:module-datarobot.models.visualai.insights' on page 1161 undefined on input line 124421 Reference `client-setup:module-datarobot.client' on page 1161 undefined on input line 124404 Reference `errors:module-datarobot.errors' on page 1161 undefined on input line 124405 Reference `notebooks:module-datarobot.models.notebooks.enums' on page 1161 undefined on input line 124407 Reference `notebooks:module-datarobot.models.notebooks.exceptions' on page 1161 undefined on input line 124408 Reference `notebooks:module-datarobot.models.notebooks.execution_environment' on page 1161 undefined on input line 124409 Reference `notebooks:module-datarobot.models.notebooks.kernel' on page 1161 undefined on input line 124410 Reference `notebooks:module-datarobot.models.notebooks.notebook' on page 1161 undefined on input line 124411 Reference `notebooks:module-datarobot.models.notebooks.revision' on page 1161 undefined on input line 124412 Reference `notebooks:module-datarobot.models.notebooks.scheduled_job' on page 1161 undefined on input line 124413 Reference `notebooks:module-datarobot.models.notebooks.scheduled_run' on page 1161 undefined on input line 124414 Reference `notebooks:module-datarobot.models.notebooks.session' on page 1161 undefined on input line 124415 Reference `notebooks:module-datarobot.models.notebooks.settings' on page 1161 undefined on input line 124416 Reference `notebooks:module-datarobot.models.notebooks.user' on page 1161 undefined on input line 124417 Reference `training_predictions:module-datarobot.models.training_predictions' on page 1161 undefined on input line 124418 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 (2230 entries accepted, 0 rejected). Sorting entries......................done (27149 comparisons). Generating output file datarobot-public-api-client.ind......done (3815 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. Rule 'pdflatex': File changes, etc: Changed files, or newly in use since previous run(s): 'datarobot-public-api-client.aux' 'datarobot-public-api-client.ind' 'datarobot-public-api-client.out' ------------ Run number 2 of rule 'pdflatex' ------------ ------------ Running 'pdflatex -interaction=nonstopmode -recorder --jobname="datarobot-public-api-client" "DataRobotPython_3.16.0rc0_Docs.tex"' ------------ Latexmk: applying rule 'pdflatex'... 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Underfull \hbox (badness 10000) in paragraph at lines 159--159 [][][]\T1/qtm/m/it/10 Ad-min-is-tra- [3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [5] Underfull \hbox (badness 10000) in paragraph at lines 230--233 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes CSV dat a from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 239--243 [][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes data from a data source. If you have set [6] [7] [8] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9] [10] [11] [12] Overfull \vbox (1.18929pt too high) detected at line 779 [13] [14] Overfull \vbox (1.2373pt too high) detected at line 951 [15] [16] [17] [18] [19] [20] [21] [22] Chapter 3. [23] [24] [25] [26] [27] [28] [29] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [30] [31] [32] [33] [34] Underfull \hbox (badness 10000) in paragraph at lines 2190--2192 []\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method Underfull \hbox (badness 10000) in paragraph at lines 2204--2209 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] Overfull \vbox (0.73009pt too high) detected at line 3056 [47] [48] [49] [50] Underfull \hbox (badness 10000) in paragraph at lines 3301--3307 []\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [51] [52] Overfull \vbox (0.52194pt too high) detected at line 3465 [53] [54] Overfull \vbox (0.93639pt too high) detected at line 3617 [55] [56] [57] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv [58] [59] [60] [61] [62] [63] [64] [65] [66] Underfull \hbox (badness 10000) in paragraph at lines 4410--4413 []\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne d by the [][]\T1/txtt/m/sl/10 partitioning_methods. [67] Underfull \hbox (badness 10000) in paragraph at lines 4483--4488 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1 0 and [68] Underfull \hbox (badness 10000) in paragraph at lines 4515--4520 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 4515--4520 [][]\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot[][]\T1/qtm/m/n/1 0 . You can also re-trieve the de-tailed meta-data us-ing [69] [70] [71] ! LaTeX Error: Unicode character 物 (U+7269) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} ! LaTeX Error: Unicode character 类 (U+7C7B) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [72] [73] [74] [75] [76] [77] Underfull \hbox (badness 10000) in paragraph at lines 5155--5158 [][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tings [78] Underfull \hbox (badness 6141) in paragraph at lines 5251--5258 []\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t he span of the ef-fec-tive Fea-ture Deriva- [79] [80] [81] Underfull \hbox (badness 10000) in paragraph at lines 5539--5544 []\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a [][]\T1/txt t/m/sl/10 DatetimeModel[][] \T1/qtm/m/n/10 us-ing the [][]\T1/txtt/m/sl/10 Date timeModel. [82] [83] [84] Underfull \vbox (badness 10000) detected at line 5733 Underfull \vbox (badness 10000) detected at line 5733 [85] [86] [87] Underfull \hbox (badness 7012) in paragraph at lines 5868--5871 []\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/ 10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\ T1/qtm/m/n/10 , and [88] Underfull \hbox (badness 10000) in paragraph at lines 5918--5921 []\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s ), re-quest com-pute ex-ter-nal test on one of [89] [90] [91] [92] [93] [94] [95] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── abyssinian ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── abyssinian ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── abyssinian ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6672 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6672 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6672 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … [96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a ctivation_map2.png>] [100] [101 <./embeddings.png>] [102] [103] [104] Overfull \vbox (1.18929pt too high) detected at line 7230 [105] [106] [107] [108] Chapter 4. [109] Overfull \vbox (1.18929pt too high) detected at line 7574 [110] [111] [112] [113] [114] [115] [116] [117] [118] Overfull \vbox (1.27087pt too high) detected at line 8242 [119] [120] [121] [122] Overfull \vbox (0.53955pt too high) detected at line 8504 [123] Underfull \hbox (badness 6477) in paragraph at lines 8530--8535 []\T1/qtm/m/n/10 In or-der to sched-ule the ex-e-cu-tion of a batch pre-dic-tio n job, a def-i-ni-tion must first be cre-ated us- Underfull \hbox (badness 10000) in paragraph at lines 8536--8538 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/ m/sl/10 datarobot.models.BatchPredictionJobDefinition. [124] Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8673--8676 \T1/qtm/m/n/10 such as [125] Overfull \vbox (676.10883pt too high) has occurred while \output is active [126] Underfull \hbox (badness 5832) in paragraph at lines 8684--8690 \T1/qtm/m/n/10 Job def-i-ni-tions are only be ex-e-cuted by the sched-uler if \ T1/txtt/m/n/10 enabled \T1/qtm/m/n/10 is set to \T1/txtt/m/n/10 True\T1/qtm/m/n /10 . If you have a Underfull \hbox (badness 8056) in paragraph at lines 8684--8690 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply [127] [128] Chapter 5. [129] [130] [131] [132] [133] [134] [135] [136] [137] [138] [139] [140] [141] [142] [143] Underfull \hbox (badness 10000) in paragraph at lines 9809--9813 \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGr antSharedRoleWithId[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.model s. [144] [145] [146] [147] [148] [149] [150] [151] Overfull \vbox (1.93637pt too high) detected at line 10339 [152] [153] [154] Underfull \hbox (badness 7415) in paragraph at lines 10503--10505 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. For model spe-cific met-rics set [155] [156] Underfull \hbox (badness 10000) in paragraph at lines 10591--10593 \T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset in the Data Reg-istry, use the [157] [158] [159] [160] [161] [162] [163] [164] Overfull \vbox (0.52194pt too high) detected at line 11270 [165] Underfull \hbox (badness 10000) in paragraph at lines 11316--11319 []\T1/qtm/m/n/10 Re-fer to [][]\T1/txtt/m/sl/10 ExecutionEnvironment[][] \T1/qt m/m/n/10 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and [166] [167] [168] Overfull \vbox (1.27087pt too high) detected at line 11517 [169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180] [181] Overfull \vbox (2.67389pt too high) detected at line 12359 [182] [183] [184] Underfull \hbox (badness 10000) in paragraph at lines 12481--12484 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12740--12743 []\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are re-turned by pass-ing an in-stance of the [188] [189] [190] [191] [192] [193] [194] [195] [196] Chapter 6. [197] [198] [199] [200] [201] [202] [203] [204] [205] [206] Chapter 7. [207] [208] [209] [210] Underfull \hbox (badness 10000) in paragraph at lines 14165--14168 []\T1/qtm/m/n/10 Use Cases sup-port \T1/txtt/m/n/10 SHARING_ROLE.OWNER\T1/qtm/m /n/10 , \T1/txtt/m/n/10 SHARING_ROLE.EDITOR\T1/qtm/m/n/10 , \T1/txtt/m/n/10 SHA RING_ROLE.CONSUMER \T1/qtm/m/n/10 and [211] [212] Chapter 8. [213] [214] [215] [216] Chapter 9. [217] [218] Chapter 10. [219] [220] Chapter 11. [221] [222] [223] [224] Chapter 12. [225] [226] Chapter 13. [227] [228] [229] [230] [231] [232] [233] Overfull \vbox (1.75995pt too high) detected at line 16130 [234] [235] [236] Chapter 14. [237] [238] [239] [240] [241] [242] [243] Underfull \hbox (badness 10000) in paragraph at lines 17165--17168 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 17170--17173 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [244] Underfull \hbox (badness 10000) in paragraph at lines 17221--17224 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 17226--17229 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [245] Underfull \hbox (badness 10000) in paragraph at lines 17406--17408 []\T1/qtm/m/n/10 par-ti-tion : sub-set of train-ing data to score, one of \T1/t xtt/m/n/10 datarobot.enums. [246] [247] [248] [249] [250] [251] [252] [253] [254] [255] Underfull \hbox (badness 10000) in paragraph at lines 18440--18442 \T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr e-dict job, e.g., job_type != [256] [257] [258] [259] [260] Chapter 15. Overfull \hbox (5.07387pt too wide) in paragraph at lines 18977--18977 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 19037--19037 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [261] Overfull \hbox (5.07387pt too wide) in paragraph at lines 19096--19096 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [262] [263] [264] Chapter 16. [265] [266] [267] Underfull \hbox (badness 10000) in paragraph at lines 19752--19754 []\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 19784--19786 []\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/ 10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , [268] [269] [270] [271] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20362--20364 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [272] Underfull \hbox (badness 10000) in paragraph at lines 20423--20425 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , [273] Underfull \hbox (badness 10000) in paragraph at lines 20515--20517 []\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon trolWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 20568--20570 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [274] Underfull \hbox (badness 10000) in paragraph at lines 20667--20670 []\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of [275] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20842--20844 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [276] Underfull \hbox (badness 5711) in paragraph at lines 20968--20970 []\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user Underfull \hbox (badness 10000) in paragraph at lines 21007--21009 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [277] [278] [279] Underfull \hbox (badness 10000) in paragraph at lines 21372--21377 []\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions Underfull \hbox (badness 6658) in paragraph at lines 21372--21377 \T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us es de-fault [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] [294] Chapter 17. [295] [296] [297] [298] Chapter 18. [299] Overfull \vbox (0.94989pt too high) detected at line 23861 [300] Underfull \vbox (badness 7522) detected at line 23981 Overfull \vbox (4.48987pt too high) detected at line 23981 [301] [302] Underfull \hbox (badness 10000) in paragraph at lines 24071--24073 []\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains Overfull \vbox (42.9599pt too high) detected at line 24145 [303] [304] [305] [306] [307] [308] Chapter 19. [309] [310] [311] [312] [313] [314] [315] [316] Underfull \hbox (badness 5475) in paragraph at lines 25495--25497 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that [317] [318] Chapter 20. [319] [320] [321] Underfull \hbox (badness 5274) in paragraph at lines 25874--25876 []\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time [322] [323] [324] [325] Overfull \vbox (2.75995pt too high) detected at line 26210 [326] [327] [328] [329] [330] [331] [332] [333] Overfull \hbox (12.22389pt too wide) in paragraph at lines 27117--27119 []\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 ) [334] Underfull \hbox (badness 10000) in paragraph at lines 27222--27228 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [335] [336] [337] [338] [339] [340] Chapter 21. Underfull \hbox (badness 5924) in paragraph at lines 27879--27884 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1 0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , [341] Underfull \hbox (badness 10000) in paragraph at lines 27948--27951 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 27948--27951 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 27948--27951 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 27962--27964 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [342] Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 []\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET _TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 \T1/qtm/m/n/10 tom in-fer-ence model. Val-ues: [\T1/qtm/m/it/10 datarobot.TARGE T_TYPE.BINARY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 \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 28136--28141 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] [343] Underfull \hbox (badness 10000) in paragraph at lines 28178--28181 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 28178--28181 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28178--28181 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 28192--28195 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [344] Underfull \hbox (badness 10000) in paragraph at lines 28320--28323 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [345] [346] Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 []\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U the type of the im-age, ei-ther CUS- Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 \T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C US- Underfull \hbox (badness 10000) in paragraph at lines 28617--28620 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 28617--28620 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28617--28620 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [347] Underfull \hbox (badness 10000) in paragraph at lines 28669--28672 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 28669--28672 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28669--28672 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [348] [349] Underfull \hbox (badness 10000) in paragraph at lines 28985--28988 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 28985--28988 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28985--28988 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [350] Underfull \hbox (badness 10000) in paragraph at lines 29096--29103 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 29096--29103 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f ile1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \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 29115--29125 \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 29127--29130 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 29127--29130 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 29127--29130 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [351] Underfull \vbox (badness 2970) detected at line 29251 [352] Underfull \hbox (badness 10000) in paragraph at lines 29298--29305 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 29298--29305 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and [353] Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi le1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \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 29317--29327 \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 29334--29337 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 29334--29337 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 29334--29337 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [354] [355] [356] [357] [358] [359] [360] [361] [362] [363] Underfull \hbox (badness 10000) in paragraph at lines 30775--30777 []\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][] old_user@datarobot.com[][] to [364] [365] Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 []\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U build sta-tus of Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 \T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [366] [367] [368] [369] [370] Chapter 22. [371] [372] [373] [374] Chapter 23. [375] [376] [377] [378] [379] [380] Chapter 24. [381] Underfull \hbox (badness 10000) in paragraph at lines 32514--32517 []\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver- [382] [383] [384] [385] Underfull \hbox (badness 10000) in paragraph at lines 33041--33043 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [386] Underfull \hbox (badness 10000) in paragraph at lines 33109--33111 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [387] [388] [389] Overfull \vbox (27.92998pt too high) detected at line 33476 [390] [391] [392] [393] [394] [395] [396] Chapter 25. [397] [398] Chapter 26. [399] [400] Chapter 27. [401] [402] [403] [404] [405] [406] Underfull \hbox (badness 10000) in paragraph at lines 34860--34863 [] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/ m/n/10 ^^U from datarobot.models.deployment Underfull \hbox (badness 10000) in paragraph at lines 34860--34863 \T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex- [407] [408] Chapter 28. [409] [410] [411] [412] [413] [414] [415] [416] [417] [418] Overfull \vbox (0.86002pt too high) detected at line 36303 [419] [420] [421] [422] [423] [424] Underfull \hbox (badness 10000) in paragraph at lines 37063--37070 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [425] [426] [427] [428] [429] [430] [431] [432] [433] [434] Chapter 29. [435] Overfull \vbox (18.5899pt too high) detected at line 38170 [436] [437] [438] [439] Underfull \hbox (badness 10000) in paragraph at lines 38430--38433 []\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1 0 ]) ^^U [440] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [441] [442] [443] [444] [445] [446] [447] [448] [449] [450] [451] [452] [453] [454] [455] [456] Underfull \hbox (badness 10000) in paragraph at lines 40205--40208 []\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [ [][]\T1/txtt/m/sl/10 CategoricalStatsMethods[][]\T1/qtm/m/n/10 ]) ^^U List of m eth- Underfull \hbox (badness 10000) in paragraph at lines 40205--40208 \T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports [457] [458] [459] [460] Underfull \vbox (badness 10000) detected at line 40561 Overfull \vbox (27.2299pt too high) detected at line 40561 [461] [462] [463] Underfull \vbox (badness 10000) detected at line 40819 Overfull \vbox (33.2399pt too high) detected at line 40819 [464] [465] [466] [467] [468] Chapter 30. [469] [470] [471] [472] Underfull \vbox (badness 10000) detected at line 41921 Overfull \vbox (24.0pt too high) detected at line 41921 [473] Overfull \vbox (0.89993pt too high) detected at line 42002 [474] [475] [476] Underfull \hbox (badness 10000) in paragraph at lines 42236--42238 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [477] Underfull \hbox (badness 10000) in paragraph at lines 42388--42391 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [478] [479] Underfull \hbox (badness 10000) in paragraph at lines 42630--42633 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 42639--42642 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [480] Underfull \hbox (badness 10000) in paragraph at lines 42765--42767 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [481] [482] [483] [484] Underfull \hbox (badness 10000) in paragraph at lines 43380--43383 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [485] Underfull \hbox (badness 10000) in paragraph at lines 43439--43443 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [486] [487] [488] [489] Underfull \hbox (badness 10000) in paragraph at lines 43912--43915 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [490] Underfull \hbox (badness 10000) in paragraph at lines 44103--44108 []\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 44103--44108 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [491] [492] [493] Underfull \hbox (badness 10000) in paragraph at lines 44408--44410 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 44444--44446 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [494] [495] [496] Underfull \hbox (badness 10000) in paragraph at lines 44770--44779 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [497] Underfull \hbox (badness 10000) in paragraph at lines 44839--44844 []\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 44839--44844 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 44852--44855 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [498] [499] [500] [501] [502] [503] [504] [505] [506] [507] Underfull \hbox (badness 10000) in paragraph at lines 45928--45930 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [508] Underfull \hbox (badness 10000) in paragraph at lines 46080--46083 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [509] [510] Underfull \hbox (badness 10000) in paragraph at lines 46322--46325 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 46331--46334 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 46457--46459 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [511] [512] [513] [514] [515] Underfull \hbox (badness 10000) in paragraph at lines 47072--47075 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 47131--47135 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [516] [517] [518] [519] Underfull \hbox (badness 10000) in paragraph at lines 47574--47577 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [520] [521] [522] Underfull \hbox (badness 10000) in paragraph at lines 47929--47931 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 47965--47967 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [523] [524] [525] [526] [527] [528] [529] [530] [531] [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 49314--49316 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [535] Underfull \hbox (badness 10000) in paragraph at lines 49466--49469 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [536] [537] Underfull \hbox (badness 10000) in paragraph at lines 49708--49711 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 49717--49720 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [538] Underfull \hbox (badness 10000) in paragraph at lines 49843--49845 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [539] [540] [541] [542] Underfull \hbox (badness 10000) in paragraph at lines 50458--50461 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [543] Underfull \hbox (badness 10000) in paragraph at lines 50517--50521 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [544] [545] [546] Underfull \hbox (badness 10000) in paragraph at lines 50990--50993 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [547] [548] Underfull \hbox (badness 10000) in paragraph at lines 51181--51186 []\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 51181--51186 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [549] [550] [551] Underfull \hbox (badness 10000) in paragraph at lines 51486--51488 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 51522--51524 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [552] [553] [554] Underfull \hbox (badness 10000) in paragraph at lines 51848--51857 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation Underfull \hbox (badness 10000) in paragraph at lines 51917--51922 []\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 51917--51922 [][]\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 [555] Underfull \hbox (badness 7133) in paragraph at lines 51930--51933 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [556] [557] Underfull \hbox (badness 5217) in paragraph at lines 52160--52163 []\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/ m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t he way train-ing [558] [559] [560] [561] Underfull \hbox (badness 10000) in paragraph at lines 52693--52698 []\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string such as those re-turned by the Underfull \hbox (badness 8075) in paragraph at lines 52693--52698 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] [573] Underfull \hbox (badness 10000) in paragraph at lines 54072--54075 \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 [574] [575] [576] [577] [578] [579] Underfull \vbox (badness 10000) detected at line 54813 Overfull \vbox (24.0pt too high) detected at line 54813 [580] Overfull \vbox (0.89993pt too high) detected at line 54894 [581] [582] [583] Underfull \hbox (badness 10000) in paragraph at lines 55128--55130 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [584] Underfull \hbox (badness 10000) in paragraph at lines 55228--55231 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 55322--55324 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [585] [586] [587] Underfull \hbox (badness 10000) in paragraph at lines 55733--55736 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [588] [589] [590] [591] Underfull \hbox (badness 10000) in paragraph at lines 56201--56204 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 56248--56253 []\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 56248--56253 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [592] [593] Underfull \hbox (badness 10000) in paragraph at lines 56467--56469 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [594] [595] Underfull \hbox (badness 10000) in paragraph at lines 56634--56639 []\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 56634--56639 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 56647--56650 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [596] [597] [598] [599] [600] [601] [602] [603] [604] [605] [606] Underfull \hbox (badness 10000) in paragraph at lines 57932--57934 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [607] Underfull \hbox (badness 10000) in paragraph at lines 58084--58087 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [608] [609] Underfull \hbox (badness 10000) in paragraph at lines 58326--58329 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 58335--58338 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [610] Underfull \hbox (badness 10000) in paragraph at lines 58461--58463 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [611] [612] [613] [614] Underfull \hbox (badness 10000) in paragraph at lines 59076--59079 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [615] Underfull \hbox (badness 10000) in paragraph at lines 59135--59139 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [616] [617] [618] [619] Underfull \hbox (badness 10000) in paragraph at lines 59608--59611 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [620] Underfull \hbox (badness 10000) in paragraph at lines 59799--59804 []\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 59799--59804 [][]\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] Underfull \hbox (badness 10000) in paragraph at lines 60104--60106 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 60140--60142 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [624] [625] [626] Underfull \hbox (badness 10000) in paragraph at lines 60466--60475 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [627] Underfull \hbox (badness 10000) in paragraph at lines 60535--60540 []\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 60535--60540 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 60548--60551 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [628] [629] [630] [631] [632] [633] [634] Underfull \hbox (badness 10000) in paragraph at lines 61465--61467 []\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/ 10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 []\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap- Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if the search Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith m to use. Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and al-go-rithm: Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G rid-Search-SearchType.SMART | Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S earch- [635] [636] [637] [638] [639] [640] [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] Underfull \hbox (badness 10000) in paragraph at lines 64106--64108 []\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U [655] [656] [657] [658] Chapter 31. [659] [660] Chapter 32. [661] [662] [663] [664] [665] [666] [667] [668] Overfull \vbox (0.61996pt too high) detected at line 65510 [669] [670] [671] [672] [673] [674] [675] Underfull \hbox (badness 10000) in paragraph at lines 66251--66255 \T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy- ment. Underfull \hbox (badness 10000) in paragraph at lines 66251--66255 \T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting s, see [676] [677] [678] [679] [680] [681] [682] [683] [684] [685] Underfull \hbox (badness 10000) in paragraph at lines 67583--67585 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 67618--67620 \T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr olWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 67618--67620 \T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/ 10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc- [686] [687] [688] [689] [690] [691] [692] [693] [694] [695] [696] [697] [698] [699] [700] [701] [702] [703] [704] [705] Underfull \hbox (badness 10000) in paragraph at lines 70130--70134 []\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm /m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 70130--70134 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t arget_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 70136--70140 []\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 70136--70140 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f eature_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 70160--70164 []\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 ) ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy- Underfull \hbox (badness 10000) in paragraph at lines 70160--70164 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [706] [707] [708] [709] Underfull \hbox (badness 10000) in paragraph at lines 70629--70631 []\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list [PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [710] [711] [712] Chapter 33. [713] [714] [715] [716] Chapter 34. [717] Underfull \hbox (badness 10000) in paragraph at lines 71468--71473 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [718] [719] [720] [721] Underfull \hbox (badness 10000) in paragraph at lines 72010--72015 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [722] [723] [724] Underfull \hbox (badness 5331) in paragraph at lines 72463--72465 []\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n /10 ) ^^U List of His-togram val-ues with a schema de-scribed as [725] [726] Underfull \hbox (badness 10000) in paragraph at lines 72704--72707 []\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 72704--72707 \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 , [727] Underfull \hbox (badness 10000) in paragraph at lines 72852--72855 []\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 72852--72855 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [728] [729] [730] [731] [732] [733] [734] [735] Underfull \hbox (badness 5771) in paragraph at lines 73902--73906 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 73908--73912 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- [736] Underfull \hbox (badness 10000) in paragraph at lines 73934--73937 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [737] [738] Underfull \hbox (badness 5771) in paragraph at lines 74183--74187 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 74189--74193 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 74215--74218 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [739] Underfull \hbox (badness 10000) in paragraph at lines 74235--74237 []\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list of possible settings, create a Underfull \hbox (badness 10000) in paragraph at lines 74264--74266 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1 /qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e- ment is a Underfull \hbox (badness 6641) in paragraph at lines 74272--74276 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [740] Underfull \hbox (badness 10000) in paragraph at lines 74379--74381 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a Underfull \hbox (badness 6641) in paragraph at lines 74387--74391 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [741] [742] [743] [744] [745] [746] [747] [748] [749] [750] [751] [752] Chapter 35. Overfull \vbox (4.99998pt too high) detected at line 75919 [753] [754] [755] Overfull \vbox (0.56987pt too high) detected at line 76188 [756] [757] [758] [759] [760] [761] ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76652 \PYG{g+go}{└── finance/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76652 \PYG{g+go}{└── finance/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76652 \PYG{g+go}{└── finance/} ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76653 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76653 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76653 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76656 ... └── employee\PYGZhy{}list.csv} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76656 ... └── employee\PYGZhy{}list.csv} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76656 ... └── employee\PYGZhy{}list.csv} [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] Underfull \hbox (badness 10000) in paragraph at lines 77737--77744 \T1/txtt/m/sl/10 RENAME[][] \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 6961) in paragraph at lines 77737--77744 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use [772] Underfull \hbox (badness 10000) in paragraph at lines 77877--77879 []\T1/qtm/m/n/10 Ex-am-ple: \T1/txtt/m/n/10 /mydomain.sharepoint.com,4732d...8b 01b0,eb0d3...e42f/b!8tQyRyn..... Underfull \vbox (badness 10000) detected at line 77916 Overfull \vbox (35.07pt too high) detected at line 77916 [773] Underfull \vbox (badness 10000) detected at line 77916 Underfull \vbox (badness 10000) detected at line 77916 [774] [775] Underfull \hbox (badness 10000) in paragraph at lines 77973--77980 \T1/txtt/m/sl/10 RENAME[][] \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 6961) in paragraph at lines 77973--77980 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use Underfull \hbox (badness 7558) in paragraph at lines 77991--77993 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Any\T1/qtm/m/n/10 ) ^ ^U Ad-di-tional key-word ar-gu-ments passed to [][]\T1/txtt/m/sl/10 DataRobotFi le[][] \T1/qtm/m/n/10 or [776] [777] Underfull \hbox (badness 10000) in paragraph at lines 78224--78226 []\T1/txtt/bx/n/10 NotImplementedError \T1/qtm/m/n/10 ^^U If at-tempt-ing to up -load a di-rec-tory and [778] [779] [780] [781] [782] [783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] [796] Chapter 36. [797] [798] [799] [800] [801] [802] [803] [804] Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 []\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 \T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe r the Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 \T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th e pub- Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 \T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS _POLICY.NONE\T1/qtm/m/n/10 , [805] [806] Chapter 37. [807] [808] [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] [821] [822] [823] [824] [825] [826] Chapter 38. [827] [828] Overfull \hbox (63.27374pt too wide) in paragraph at lines 84628--84631 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [829] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84778--84781 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [830] [831] Overfull \hbox (69.97372pt too wide) in paragraph at lines 85002--85005 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [832] Underfull \hbox (badness 10000) in paragraph at lines 85121--85124 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 85130--85134 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 85130--85134 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 85130--85134 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 85180--85183 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 85189--85193 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 85189--85193 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 85189--85193 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , [833] [834] Underfull \hbox (badness 10000) in paragraph at lines 85409--85411 []\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 , [835] [836] Chapter 39. [837] [838] [839] [840] [841] [842] [843] [844] [845] [846] [847] [848] [849] [850] [851] Underfull \hbox (badness 6592) in paragraph at lines 87448--87450 []\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n /10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [852] Underfull \hbox (badness 10000) in paragraph at lines 87566--87568 []\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m /n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , [853] [854] [855] [856] Chapter 40. [857] Underfull \hbox (badness 10000) in paragraph at lines 88117--88119 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [858] Underfull \hbox (badness 10000) in paragraph at lines 88202--88204 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [859] [860] [861] [862] [863] Underfull \hbox (badness 10000) in paragraph at lines 88983--88985 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo Underfull \hbox (badness 10000) in paragraph at lines 89061--89063 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [864] [865] [866] Chapter 41. [867] Underfull \hbox (badness 10000) in paragraph at lines 89392--89396 []\T1/txtt/bx/n/10 max_wait \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U Max-i-mum num-ber of sec-onds to wait when Underfull \hbox (badness 10000) in paragraph at lines 89392--89396 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises [868] [869] [870] Chapter 42. Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R ocCurve >>> RocCurve.compute( Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/ 10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375, Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0 .0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t xtt/m/n/10 '\T1/txtt/m/n/10 : 863, [871] [872] Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L iftChart >>> LiftChart.compute( Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_ weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ] [873] [874] [875] Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R esiduals >>> Residuals.list( Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS 1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32. [876] [877] [878] [879] [880] [881] [882] [883] [884] [885] [886] [887] [888] [889] Underfull \hbox (badness 10000) in paragraph at lines 92425--92427 []\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums. [890] [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 93105--93107 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [894] [895] [896] [897] [898] Overfull \vbox (2.69994pt too high) detected at line 93633 [899] [900] Underfull \hbox (badness 10000) in paragraph at lines 93755--93758 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93755--93758 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 93789--93791 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 93796--93798 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [901] [902] [903] Underfull \hbox (badness 10000) in paragraph at lines 94086--94089 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 94086--94089 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions [904] [905] Underfull \hbox (badness 10000) in paragraph at lines 94420--94423 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 94420--94423 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 94454--94456 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 94461--94463 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [906] [907] [908] [909] [910] [911] Underfull \hbox (badness 10000) in paragraph at lines 95220--95223 []\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 95220--95223 \T1/qtm/m/n/10 ric to get pair-wise data for. Since `v2.19' this is op-tional a nd de-faults to Underfull \hbox (badness 10000) in paragraph at lines 95225--95228 []\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of Underfull \hbox (badness 10000) in paragraph at lines 95225--95228 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [912] [913] [914] [915] [916] [917] [918] [919] [920] Underfull \hbox (badness 10000) in paragraph at lines 96342--96345 []\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 96347--96350 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. Underfull \hbox (badness 6708) in paragraph at lines 96420--96426 \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 96420--96426 \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, [921] Underfull \hbox (badness 10000) in paragraph at lines 96436--96439 []\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 96441--96444 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [922] [923] [924] [925] [926] [927] [928] [929] [930] [931] [932] Chapter 43. [933] [934] [935] [936] [937] [938] [939] [940] Chapter 44. [941] [942] [943] [944] Chapter 45. [945] [946] [947] [948] [949] [950] Chapter 46. [951] [952] Chapter 47. [953] [954] [955] [956] [957] [958] [959] [960] [961] [962] Overfull \vbox (1.64996pt too high) detected at line 101808 [963] [964] [965] [966] [967] [968] Chapter 48. [969] Underfull \hbox (badness 10000) in paragraph at lines 102680--102682 []\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the [970] [971] [972] [973] [974] [975] Underfull \hbox (badness 10000) in paragraph at lines 103314--103320 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103314--103320 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103398--103405 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 103398--103405 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 103398--103405 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [976] Underfull \hbox (badness 10000) in paragraph at lines 103407--103411 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [977] [978] Underfull \hbox (badness 7888) in paragraph at lines 103637--103644 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 . \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep rints Underfull \hbox (badness 10000) in paragraph at lines 103637--103644 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 103660--103666 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103660--103666 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. [979] [980] Underfull \hbox (badness 10000) in paragraph at lines 103862--103868 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103862--103868 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103908--103910 []\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/ m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 , [981] [982] Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 []\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 ) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re- Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns fewer at-tributes Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and could be re- Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr easing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/ n/10 supports_composable_ml \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t ributes are ab-sent and Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt /m/n/10 has_empty_clusters\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m /n/10 prediction_threshold \T1/qtm/m/n/10 and [983] [984] [985] [986] Underfull \hbox (badness 10000) in paragraph at lines 104483--104485 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets Underfull \hbox (badness 7649) in paragraph at lines 104522--104525 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n /10 and [987] Underfull \hbox (badness 10000) in paragraph at lines 104577--104579 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets [988] Underfull \hbox (badness 10000) in paragraph at lines 104642--104648 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [989] [990] Overfull \hbox (0.89392pt too wide) in paragraph at lines 104926--104930 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 , [991] [992] [993] [994] [995] [996] [997] [998] [999] Underfull \hbox (badness 10000) in paragraph at lines 106016--106025 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [1000] Underfull \hbox (badness 10000) in paragraph at lines 106115--106120 []\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 106115--106120 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 106132--106135 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [1001] [1002] Underfull \hbox (badness 10000) in paragraph at lines 106334--106339 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [1003] Underfull \hbox (badness 10000) in paragraph at lines 106512--106517 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with Underfull \hbox (badness 5345) in paragraph at lines 106512--106517 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [1004] Underfull \hbox (badness 10000) in paragraph at lines 106557--106562 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [1005] [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 106951--106957 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 106951--106957 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , [1008] Underfull \hbox (badness 10000) in paragraph at lines 106970--106977 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 106970--106977 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 106970--106977 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll Underfull \hbox (badness 10000) in paragraph at lines 106979--106983 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 107014--107018 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1009] Underfull \hbox (badness 10000) in paragraph at lines 107140--107143 []\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in- stance of Underfull \hbox (badness 10000) in paragraph at lines 107140--107143 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [1010] [1011] [1012] Underfull \hbox (badness 10000) in paragraph at lines 107434--107436 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [1013] [1014] [1015] Underfull \hbox (badness 10000) in paragraph at lines 107935--107942 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 107935--107942 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 107935--107942 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [1016] [1017] Underfull \hbox (badness 10000) in paragraph at lines 108143--108149 []\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to [ ][]\T1/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the Underfull \hbox (badness 10000) in paragraph at lines 108154--108159 \T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 D atetimePartitioningSpecification[][]\T1/qtm/m/n/10 ) ^^U [1018] [1019] Underfull \hbox (badness 6364) in paragraph at lines 108358--108361 []\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt /m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion [1020] Underfull \hbox (badness 10000) in paragraph at lines 108429--108435 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 108429--108435 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 108448--108455 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 108448--108455 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 6741) in paragraph at lines 108463--108465 []\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned Underfull \hbox (badness 6741) in paragraph at lines 108467--108469 []\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned [1021] Underfull \hbox (badness 10000) in paragraph at lines 108512--108516 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1022] [1023] Underfull \hbox (badness 10000) in paragraph at lines 108921--108924 []\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 108931--108934 []\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 , [1024] Underfull \hbox (badness 10000) in paragraph at lines 108942--108945 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 108942--108945 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1025] Underfull \hbox (badness 6927) in paragraph at lines 109059--109062 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1026] [1027] Underfull \hbox (badness 10000) in paragraph at lines 109233--109238 []\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 , [1028] Underfull \hbox (badness 10000) in paragraph at lines 109375--109377 []\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/ 10 ) ^^U Time step unit, valid op-tions are val-ues from [1029] Underfull \hbox (badness 10000) in paragraph at lines 109454--109457 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 109454--109457 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1030] [1031] Underfull \hbox (badness 6927) in paragraph at lines 109627--109630 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1032] [1033] [1034] [1035] [1036] Underfull \hbox (badness 10000) in paragraph at lines 110274--110277 []\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 110274--110277 \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. [1037] [1038] Underfull \hbox (badness 5741) in paragraph at lines 110493--110501 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/ txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for [1039] [1040] [1041] [1042] [1043] [1044] [1045] [1046] Underfull \hbox (badness 10000) in paragraph at lines 111742--111744 []\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1 0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and [1047] [1048] [1049] [1050] [1051] [1052] [1053] [1054] Chapter 49. [1055] Underfull \vbox (badness 10000) detected at line 112662 [1056] Underfull \hbox (badness 10000) in paragraph at lines 112743--112747 []\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 list[][]\ T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.21) Will Underfull \hbox (badness 10000) in paragraph at lines 112743--112747 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1057] [1058] [1059] [1060] Chapter 50. [1061] [1062] Underfull \hbox (badness 7099) in paragraph at lines 113437--113440 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1063] Underfull \hbox (badness 7099) in paragraph at lines 113479--113482 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1064] [1065] [1066] [1067] [1068] Chapter 51. Underfull \hbox (badness 10000) in paragraph at lines 113905--113907 \T1/txtt/m/n/10 share_recipient_type=SHARING_RECIPIENT_TYPE.ORGANIZATION \T1/qt m/m/n/10 or \T1/txtt/m/n/10 SHARING_RECIPIENT_TYPE. [1069] [1070] Underfull \hbox (badness 10000) in paragraph at lines 114059--114061 []\T1/qtm/m/n/10 Fixed an is-sue which caused an er-ror when Fea-ture Lists had an empty de-scrip-tion in Underfull \hbox (badness 10000) in paragraph at lines 114063--114065 []\T1/qtm/m/n/10 Fixed de-se-ri-al-iza-tion of \T1/txtt/m/n/10 ProjectOptions \ T1/qtm/m/n/10 when load-ing project op-tions from the server: Underfull \hbox (badness 10000) in paragraph at lines 114063--114065 \T1/txtt/m/n/10 feature_engineering_prediction_point\T1/qtm/m/n/10 , \T1/txtt/m /n/10 user_partition_col\T1/qtm/m/n/10 , and each en-try in [1071] [1072] Underfull \hbox (badness 10000) in paragraph at lines 114312--114315 []\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A PI with fsspec im-ple-men-ta-tion [1073] Underfull \hbox (badness 10000) in paragraph at lines 114389--114392 []\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in -clud-ing the new \T1/txtt/m/n/10 CredentialTypes. Underfull \hbox (badness 10000) in paragraph at lines 114389--114392 \T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a tion helper \T1/txtt/m/n/10 Credential. [1074] Underfull \hbox (badness 10000) in paragraph at lines 114508--114510 []\T1/qtm/m/n/10 Up-dated [][]\T1/txtt/m/sl/10 MetricInsights.list[][] \T1/qtm/ m/n/10 to add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types _only\T1/qtm/m/n/10 , Underfull \hbox (badness 7081) in paragraph at lines 114524--114526 []\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op- tional in [][]\T1/txtt/m/sl/10 PromptTemplateVersion.create[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 PromptTemplate. [1075] Underfull \hbox (badness 10000) in paragraph at lines 114612--114614 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods [][] \T1/txtt/m/sl/10 Recipe.from_dataset[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/1 0 Recipe. Underfull \hbox (badness 10000) in paragraph at lines 114616--114618 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla sses [][]\T1/txtt/m/sl/10 RecipeDatasetInput[][] \T1/qtm/m/n/10 and [1076] Underfull \hbox (badness 8038) in paragraph at lines 114708--114710 []\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 114744--114746 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \ T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n /10 to [1077] Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_ default_prediction_server_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 \T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 \T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n /10 vector_database_replicas\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 \T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to [][]\T1 /txtt/m/sl/10 LLMBlueprint.register_custom_model[][] \T1/qtm/m/n/10 to al-low [1078] [1079] Overfull \hbox (1.74904pt too wide) in paragraph at lines 114990--114992 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_ id \T1/qtm/m/n/10 in [][]\T1/txtt/m/sl/10 Model.start_incremental_learning_from _sample[][] Underfull \hbox (badness 10000) in paragraph at lines 115039--115041 []\T1/qtm/m/n/10 Ex-tended [][]\T1/txtt/m/sl/10 VectorDatabase.create[][] \T1/q tm/m/n/10 to sup-port an ad-di-tional meta-data dataset via in-put params [1080] Underfull \hbox (badness 10000) in paragraph at lines 115076--115078 []\T1/qtm/m/n/10 Fixed [][]\T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.c reate[][] \T1/qtm/m/n/10 by us-ing the right pay-load for [1081] Underfull \hbox (badness 10000) in paragraph at lines 115251--115253 []\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/ m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 115299--115301 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude pa-ram-e-ter: `fea- [1082] Underfull \hbox (badness 10000) in paragraph at lines 115311--115314 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt m/m/n/10 as the base class for Underfull \hbox (badness 8151) in paragraph at lines 115311--115314 [][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and \T1/txtt/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast, Underfull \hbox (badness 10000) in paragraph at lines 115316--115318 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1 /qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][] \T1/qtm /m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 115386--115388 []\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu stomModelLLMValidation.list\T1/qtm/m/n/10 , [1083] Underfull \hbox (badness 10000) in paragraph at lines 115399--115401 []\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][ ] \T1/qtm/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1 /qtm/m/n/10 and [1084] [1085] [1086] Underfull \hbox (badness 10000) in paragraph at lines 115811--115814 []\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 115877--115879 []\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 [1087] Underfull \hbox (badness 10000) in paragraph at lines 115955--115957 []\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 115964--115971 []\T1/qtm/m/n/10 Fixed field in [][]\T1/txtt/m/sl/10 CustomTaskVersion[][] \T1/ qtm/m/n/10 for con-trol-ling net-work poli-cies. This is changed from Underfull \hbox (badness 10000) in paragraph at lines 115991--115993 []\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. [1088] Underfull \hbox (badness 10000) in paragraph at lines 116011--116013 []\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 116073--116075 []\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' [1089] Underfull \hbox (badness 10000) in paragraph at lines 116136--116139 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1090] Underfull \hbox (badness 10000) in paragraph at lines 116307--116310 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset \ T1/qtm/m/n/10 for syn-thetic dataset gen-er-a-tion. Use [1091] Underfull \hbox (badness 10000) in paragraph at lines 116437--116439 []\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 [1092] Underfull \hbox (badness 10000) in paragraph at lines 116576--116580 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude new pa-ram-e-ter: [1093] Underfull \hbox (badness 10000) in paragraph at lines 116656--116658 [][][]\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 [1094] Underfull \hbox (badness 10000) in paragraph at lines 116731--116734 []\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 116731--116734 \T1/txtt/m/sl/10 score_with_leaderboard_model[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 BatchPredictionJob.score[][] \T1/qtm/m/n/10 that au-to-mat-i-cally a s-signs the Underfull \hbox (badness 10000) in paragraph at lines 116803--116805 []\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. [1095] Underfull \hbox (badness 10000) in paragraph at lines 116963--116965 []\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. [1096] [1097] [1098] Underfull \hbox (badness 10000) in paragraph at lines 117318--117320 []\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t xtt/m/n/10 Notebook. [1099] [1100] Underfull \hbox (badness 10000) in paragraph at lines 117545--117547 \T1/qtm/m/n/10 All in-ter-ac-tions with \T1/txtt/m/n/10 Project.advanced_option s \T1/qtm/m/n/10 should be ex-pected to be through the [1101] [1102] [1103] [1104] Underfull \hbox (badness 10000) in paragraph at lines 118002--118004 []\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 118006--118008 []\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 118010--118012 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1105] Underfull \hbox (badness 10000) in paragraph at lines 118185--118187 []\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 118209--118211 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1106] [1107] Underfull \hbox (badness 10000) in paragraph at lines 118338--118341 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata() \T1/qtm/m/n/10 has b een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 118348--118351 []\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 118363--118366 []\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 118368--118371 []\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. [1108] Underfull \hbox (badness 10000) in paragraph at lines 118530--118534 []\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 118530--118534 [][]\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 118536--118541 []\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 118536--118541 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1109] Underfull \hbox (badness 10000) in paragraph at lines 118646--118648 []\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 [1110] [1111] [1112] Underfull \hbox (badness 10000) in paragraph at lines 118931--118934 []\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 118936--118938 []\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 119019--119021 [][][]\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 119023--119025 [][][]\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 [1113] Underfull \hbox (badness 6364) in paragraph at lines 119055--119057 []\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. [1114] Underfull \hbox (badness 10000) in paragraph at lines 119178--119185 []\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 119178--119185 [][]\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 [1115] Underfull \hbox (badness 10000) in paragraph at lines 119378--119380 []\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 119396--119399 []\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 [1116] [1117] Underfull \hbox (badness 10000) in paragraph at lines 119648--119651 []\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 , [1118] Underfull \hbox (badness 6268) in paragraph at lines 119749--119752 []\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 119784--119788 []\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 [1119] Underfull \hbox (badness 10000) in paragraph at lines 119794--119802 []\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 119794--119802 \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 119794--119802 \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 119794--119802 \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 119794--119802 \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 119794--119802 [][]\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. [1120] Underfull \hbox (badness 10000) in paragraph at lines 119944--119947 []\T1/qtm/m/n/10 Fix [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/q tm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n /10 to cor-rectly for-mat Underfull \hbox (badness 10000) in paragraph at lines 120020--120023 []\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. [1121] [1122] Underfull \hbox (badness 10000) in paragraph at lines 120265--120268 []\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 120270--120273 []\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. [1123] Underfull \hbox (badness 7907) in paragraph at lines 120441--120446 []\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: [1124] Underfull \hbox (badness 10000) in paragraph at lines 120483--120486 []\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 120559--120564 []\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 120559--120564 \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. [1125] Underfull \hbox (badness 10000) in paragraph at lines 120584--120592 [][]\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 120584--120592 \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 120660--120663 []\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 120665--120671 []\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 120665--120671 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1126] Underfull \hbox (badness 10000) in paragraph at lines 120695--120702 []\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 120695--120702 \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 , [1127] Underfull \hbox (badness 8170) in paragraph at lines 120831--120834 []\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 120836--120839 \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 [1128] Underfull \hbox (badness 10000) in paragraph at lines 120919--120924 []\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 120944--120946 []\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h as been re-moved. Use [][]\T1/txtt/m/sl/10 datarobot.models. Underfull \hbox (badness 10000) in paragraph at lines 121023--121027 []\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 [1129] Underfull \hbox (badness 10000) in paragraph at lines 121066--121069 []\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: [1130] Underfull \hbox (badness 10000) in paragraph at lines 121209--121218 []\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 121220--121227 []\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. [1131] [1132] Underfull \hbox (badness 10000) in paragraph at lines 121411--121415 []\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo gle Cloud Stor-age with meth-ods Underfull \hbox (badness 8132) in paragraph at lines 121449--121454 []\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 121469--121473 []\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 121469--121473 [][]\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 121493--121495 []\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 . [1133] [1134] Underfull \hbox (badness 10000) in paragraph at lines 121737--121741 []\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. [1135] Underfull \hbox (badness 10000) in paragraph at lines 121810--121812 []\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 121810--121812 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. Overfull \hbox (7.70421pt too wide) in paragraph at lines 121843--121845 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 121863--121866 []\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. [1136] Underfull \hbox (badness 7925) in paragraph at lines 121900--121902 []\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 121908--121913 []\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 [1137] Underfull \hbox (badness 10000) in paragraph at lines 121999--122001 []\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 121999--122001 \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 [1138] Underfull \hbox (badness 7451) in paragraph at lines 122088--122091 []\T1/qtm/m/n/10 When [][]\T1/txtt/m/sl/10 specifying datetime partitioning[][] \T1/qtm/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series \T1/ qtm/m/n/10 projects Underfull \hbox (badness 10000) in paragraph at lines 122088--122091 \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 [1139] [1140] Underfull \hbox (badness 10000) in paragraph at lines 122295--122304 []\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 122295--122304 [][]\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 122334--122336 [][][]\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 [1141] Underfull \hbox (badness 10000) in paragraph at lines 122456--122459 []\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 122475--122480 []\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 122475--122480 \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. [1142] Underfull \hbox (badness 10000) in paragraph at lines 122506--122510 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt m/m/n/10 at-tribute has been added to the [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 122599--122607 []\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 122599--122607 \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 [1143] Underfull \hbox (badness 10000) in paragraph at lines 122622--122625 []\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 122632--122634 []\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 122674--122678 [][][]\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. [1144] Underfull \hbox (badness 10000) in paragraph at lines 122791--122795 []\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 122791--122795 \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 122811--122815 []\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. [1145] Underfull \hbox (badness 5302) in paragraph at lines 122837--122841 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1146] [1147] Underfull \hbox (badness 10000) in paragraph at lines 123111--123114 []\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. [1148] [1149] Underfull \hbox (badness 10000) in paragraph at lines 123304--123306 []\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, [1150] Underfull \hbox (badness 10000) in paragraph at lines 123408--123412 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1151] Underfull \hbox (badness 6268) in paragraph at lines 123523--123527 []\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. [1152] [1153] Underfull \hbox (badness 10000) in paragraph at lines 123659--123661 []\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. [1154] [1155] [1156] Underfull \hbox (badness 6016) in paragraph at lines 124002--124006 []\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 124022--124027 []\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/ n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje ct.from_async\T1/qtm/m/n/10 , then a Underfull \hbox (badness 10000) in paragraph at lines 124093--124096 []\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 [1157] [1158] [1159] [1160] (./datarobot-public-api-client.ind [1161] [1162] [1163] Underfull \hbox (badness 10000) in paragraph at lines 84--86 []\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo t.models.notebooks.execution_environment.ExecutionEnvironment class Underfull \hbox (badness 5548) in paragraph at lines 130--132 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverBatch prop-erty\T1/qtm/ m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 132--134 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverTime prop-erty\T1/qtm/m /n/10 ), [1164] [1165] Underfull \hbox (badness 10000) in paragraph at lines 296--298 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.BlenderModel method\T1/qtm/m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 304--306 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.RatingTableModel [1166] Underfull \hbox (badness 10000) in paragraph at lines 382--384 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_configuration.EvaluationDatasetConfiguration class Underfull \hbox (badness 10000) in paragraph at lines 384--386 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation Underfull \hbox (badness 10000) in paragraph at lines 404--406 []\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 [1167] [1168] [1169] [1170] [1171] Underfull \hbox (badness 10000) in paragraph at lines 783--785 []\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 [1172] [1173] Overfull \hbox (6.44446pt too wide) in paragraph at lines 969--971 []\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 ), [1174] Underfull \hbox (badness 10000) in paragraph at lines 1058--1060 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview [1175] [1176] [1177] [1178] [1179] [1180] Underfull \hbox (badness 10000) in paragraph at lines 1581--1583 []\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 1583--1585 []\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 [1181] Overfull \hbox (51.0944pt too wide) in paragraph at lines 1666--1668 []\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 1685--1687 []\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 [1182] [1183] [1184] [1185] [1186] Underfull \hbox (badness 10000) in paragraph at lines 2147--2149 []\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 [1187] Underfull \hbox (badness 10000) in paragraph at lines 2291--2293 []\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- [1188] [1189] [1190] [1191] Underfull \hbox (badness 10000) in paragraph at lines 2547--2549 []\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 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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/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/s hare/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.enc}{/usr/share/texlive/texmf-dist/ fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/ enc/dvips/base/8r.enc} Output written on datarobot-public-api-client.pdf (1214 pages, 5066128 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: References changed. 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Underfull \hbox (badness 10000) in paragraph at lines 159--159 [][][]\T1/qtm/m/it/10 Ad-min-is-tra- [3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) [5] Underfull \hbox (badness 10000) in paragraph at lines 230--233 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes CSV dat a from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 239--243 [][][]\T1/txtt/m/sl/10 Dataset.create_from_data_source[][] \T1/qtm/m/n/10 takes data from a data source. If you have set [6] [7] [8] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [9] [10] [11] [12] Overfull \vbox (1.18929pt too high) detected at line 779 [13] [14] Overfull \vbox (1.2373pt too high) detected at line 951 [15] [16] [17] [18] [19] [20] [21] [22] Chapter 3. [23] [24] [25] [26] [27] [28] [29] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree1.fd) [30] [31] [32] [33] [34] Underfull \hbox (badness 10000) in paragraph at lines 2190--2192 []\T1/qtm/m/n/10 For mul-ti-class mod-els, you can get a list of per-class lift charts us-ing the \T1/txtt/m/n/10 Model \T1/qtm/m/n/10 method Underfull \hbox (badness 10000) in paragraph at lines 2204--2209 \T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n/1 0 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m/n /10 and [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] Overfull \vbox (0.73009pt too high) detected at line 3056 [47] [48] [49] [50] Underfull \hbox (badness 10000) in paragraph at lines 3301--3307 []\T1/txtt/m/n/10 PredictionExplanations.get_all_as_dataframe() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [51] [52] Overfull \vbox (0.52194pt too high) detected at line 3465 [53] [54] Overfull \vbox (0.93639pt too high) detected at line 3617 [55] [56] [57] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3788 ├── images ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3789 ├  ├──animal01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3790 ├  ├──animal02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3791 ├  ├──animal03.png ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3792 ├── data.csv [58] [59] [60] [61] [62] [63] [64] [65] [66] Underfull \hbox (badness 10000) in paragraph at lines 4410--4413 []\T1/qtm/m/n/10 gap_duration (str): A du-ra-tion string such as those re-turne d by the [][]\T1/txtt/m/sl/10 partitioning_methods. [67] Underfull \hbox (badness 10000) in paragraph at lines 4483--4488 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 . Us-ing the same date for both \T1/txtt/m/n/10 primary_training_end_date \T1/qtm/m/n/1 0 and [68] Underfull \hbox (badness 10000) in paragraph at lines 4515--4520 \T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu-ra cy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 4515--4520 [][]\T1/txtt/m/sl/10 DatetimeModel.get_accuracy_over_time_plot[][]\T1/qtm/m/n/1 0 . You can also re-trieve the de-tailed meta-data us-ing [69] [70] [71] ! LaTeX Error: Unicode character 物 (U+7269) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} ! LaTeX Error: Unicode character 类 (U+7C7B) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.4790 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [72] [73] [74] [75] [76] [77] Underfull \hbox (badness 10000) in paragraph at lines 5155--5158 [][][]\T1/txtt/m/sl/10 datarobot.FeatureSettings[][] \T1/qtm/m/n/10 con-struc-t or re-ceives \T1/txtt/m/n/10 feature_name \T1/qtm/m/n/10 and set-tings. For now set-tings [78] Underfull \hbox (badness 6141) in paragraph at lines 5251--5258 []\T1/qtm/m/n/10 Enough rows of his-tor-i-cal data must be pro-vided to cover t he span of the ef-fec-tive Fea-ture Deriva- [79] [80] [81] Underfull \hbox (badness 10000) in paragraph at lines 5539--5544 []\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a [][]\T1/txt t/m/sl/10 DatetimeModel[][] \T1/qtm/m/n/10 us-ing the [][]\T1/txtt/m/sl/10 Date timeModel. [82] [83] [84] Underfull \vbox (badness 10000) detected at line 5733 Underfull \vbox (badness 10000) detected at line 5733 [85] [86] [87] Underfull \hbox (badness 7012) in paragraph at lines 5868--5871 []\T1/qtm/m/n/10 1. Up-load a pre-dic-tion dataset, spec-i-fy-ing \T1/txtt/m/n/ 10 predictions_start_date\T1/qtm/m/n/10 , \T1/txtt/m/n/10 predictions_end_date\ T1/qtm/m/n/10 , and [88] Underfull \hbox (badness 10000) in paragraph at lines 5918--5921 []\T1/qtm/m/n/10 Up-load a pre-dic-tion dataset that con-tains la-bel col-umn(s ), re-quest com-pute ex-ter-nal test on one of [89] [90] [91] [92] [93] [94] [95] ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── abyssinian ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── abyssinian ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6668 ├── abyssinian ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6669 │   ├── abyssinian01.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6670 │   ├── abyssinian02.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6671 │   ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6672 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6672 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6672 ├── american\PYGZus{}bulldog ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6673 ...├── american\PYGZus{}bulldog01.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6674 ...├── american\PYGZus{}bulldog02.jpg ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.6675 │ ├── … [96] [97 <./sample1.png>] [98 <./sample2.png>] [99 <./activation_map1.png> <./a ctivation_map2.png>] [100] [101 <./embeddings.png>] [102] [103] [104] Overfull \vbox (1.18929pt too high) detected at line 7230 [105] [106] [107] [108] Chapter 4. [109] Overfull \vbox (1.18929pt too high) detected at line 7574 [110] [111] [112] [113] [114] [115] [116] [117] [118] Overfull \vbox (1.27087pt too high) detected at line 8242 [119] [120] [121] [122] Overfull \vbox (0.53955pt too high) detected at line 8504 [123] Underfull \hbox (badness 6477) in paragraph at lines 8530--8535 []\T1/qtm/m/n/10 In or-der to sched-ule the ex-e-cu-tion of a batch pre-dic-tio n job, a def-i-ni-tion must first be cre-ated us- Underfull \hbox (badness 10000) in paragraph at lines 8536--8538 []\T1/qtm/m/n/10 Al-ter-na-tively, use a short-hand ver-sion with [][]\T1/txtt/ m/sl/10 datarobot.models.BatchPredictionJobDefinition. [124] Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 6592) in paragraph at lines 8620--8623 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8633--8635 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (7.89195pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.14194pt too wide) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8636--8639 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 5563) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 the job will Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 6592) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8649--8651 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.39195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 run both Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (7.89195pt too wide) in paragraph at lines 8652--8655 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 5147) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8652--8655 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 6592) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8665--8667 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.14197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 this field Underfull \hbox (badness 5147) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 and the day Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (7.89195pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 will trig-ger Underfull \hbox (badness 6348) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 that matches Overfull \hbox (2.64197pt too wide) in paragraph at lines 8668--8672 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8668--8672 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8673--8676 \T1/qtm/m/n/10 such as [125] Overfull \vbox (676.10883pt too high) has occurred while \output is active [126] Underfull \hbox (badness 5832) in paragraph at lines 8684--8690 \T1/qtm/m/n/10 Job def-i-ni-tions are only be ex-e-cuted by the sched-uler if \ T1/txtt/m/n/10 enabled \T1/qtm/m/n/10 is set to \T1/txtt/m/n/10 True\T1/qtm/m/n /10 . If you have a Underfull \hbox (badness 8056) in paragraph at lines 8684--8690 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply [127] [128] Chapter 5. [129] [130] [131] [132] [133] [134] [135] [136] [137] [138] [139] [140] [141] [142] [143] Underfull \hbox (badness 10000) in paragraph at lines 9809--9813 \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobot.models.deployment.DeploymentGr antSharedRoleWithId[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.model s. [144] [145] [146] [147] [148] [149] [150] [151] Overfull \vbox (1.93637pt too high) detected at line 10339 [152] [153] [154] Underfull \hbox (badness 7415) in paragraph at lines 10503--10505 []\T1/qtm/m/n/10 For deployment-specific met-rics, do not pro-vide model in-for -ma-tion. For model spe-cific met-rics set [155] [156] Underfull \hbox (badness 10000) in paragraph at lines 10591--10593 \T1/qtm/m/n/10 To re-port ag-gre-gated cus-tom met-rics val-ues from a dataset in the Data Reg-istry, use the [157] [158] [159] [160] [161] [162] [163] [164] Overfull \vbox (0.52194pt too high) detected at line 11270 [165] Underfull \hbox (badness 10000) in paragraph at lines 11316--11319 []\T1/qtm/m/n/10 Re-fer to [][]\T1/txtt/m/sl/10 ExecutionEnvironment[][] \T1/qt m/m/n/10 for prop-er-ties of the ex-e-cu-tion en-vi-ron-ment ob-ject and [166] [167] [168] Overfull \vbox (1.27087pt too high) detected at line 11517 [169] [170] [171] [172] [173] [174] [175] [176] [177] [178] [179] [180] [181] Overfull \vbox (2.67389pt too high) detected at line 12359 [182] [183] [184] Underfull \hbox (badness 10000) in paragraph at lines 12481--12484 \T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from a gallery tem-plate , use \T1/txtt/m/n/10 dr.registry.Job. [185] [186] [187] Underfull \hbox (badness 10000) in paragraph at lines 12740--12743 []\T1/qtm/m/n/10 You can also fil-ter the reg-is-tered model ver-sions that are re-turned by pass-ing an in-stance of the [188] [189] [190] [191] [192] [193] [194] [195] [196] Chapter 6. [197] [198] [199] [200] [201] [202] [203] [204] [205] [206] Chapter 7. [207] [208] [209] [210] Underfull \hbox (badness 10000) in paragraph at lines 14165--14168 []\T1/qtm/m/n/10 Use Cases sup-port \T1/txtt/m/n/10 SHARING_ROLE.OWNER\T1/qtm/m /n/10 , \T1/txtt/m/n/10 SHARING_ROLE.EDITOR\T1/qtm/m/n/10 , \T1/txtt/m/n/10 SHA RING_ROLE.CONSUMER \T1/qtm/m/n/10 and [211] [212] Chapter 8. [213] [214] [215] [216] Chapter 9. [217] [218] Chapter 10. [219] [220] Chapter 11. [221] [222] [223] [224] Chapter 12. [225] [226] Chapter 13. [227] [228] [229] [230] [231] [232] [233] Overfull \vbox (1.75995pt too high) detected at line 16130 [234] [235] [236] Chapter 14. [237] [238] [239] [240] [241] [242] [243] Underfull \hbox (badness 10000) in paragraph at lines 17165--17168 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 17170--17173 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [244] Underfull \hbox (badness 10000) in paragraph at lines 17221--17224 []\T1/txtt/bx/n/10 source_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The URL for the pre-dic-tion dataset (e.g.: Underfull \hbox (badness 10000) in paragraph at lines 17226--17229 []\T1/txtt/bx/n/10 destination_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U The URL for the scored dataset (e.g.: [245] Underfull \hbox (badness 10000) in paragraph at lines 17406--17408 []\T1/qtm/m/n/10 par-ti-tion : sub-set of train-ing data to score, one of \T1/t xtt/m/n/10 datarobot.enums. [246] [247] [248] [249] [250] [251] [252] [253] [254] [255] Underfull \hbox (badness 10000) in paragraph at lines 18440--18442 \T1/txtt/bx/n/10 ValueError: \T1/qtm/m/n/10 ^^U If the generic Job was not a pr e-dict job, e.g., job_type != [256] [257] [258] [259] [260] Chapter 15. Overfull \hbox (5.07387pt too wide) in paragraph at lines 18977--18977 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (10.32385pt too wide) in paragraph at lines 19037--19037 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [261] Overfull \hbox (5.07387pt too wide) in paragraph at lines 19096--19096 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [262] [263] [264] Chapter 16. [265] [266] [267] Underfull \hbox (badness 10000) in paragraph at lines 19752--19754 []\T1/txtt/bx/n/10 hex_column_name_lookup \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ UserBlueprintsHexColumnNameLookupEntry]\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 19784--19786 []\T1/txtt/bx/n/10 supported_target_types \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[ enum(\TS1/txtt/m/n/10 ``\T1/qtm/m/n/10 'binary'\T1/txtt/m/n/10 , \TS1/txtt/m/n/ 10 ``'\T1/txtt/m/n/10 multiclass\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , [268] [269] [270] [271] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20362--20364 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [272] Underfull \hbox (badness 10000) in paragraph at lines 20423--20425 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , [273] Underfull \hbox (badness 10000) in paragraph at lines 20515--20517 []\T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessCon trolWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 20568--20570 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [274] Underfull \hbox (badness 10000) in paragraph at lines 20667--20670 []\T1/txtt/bx/n/10 added_to_menu \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBluep rintAddedToMenuItem)\T1/qtm/m/n/10 ) ^^U The list of [275] Overfull \hbox (33.22383pt too wide) in paragraph at lines 20842--20844 []\T1/txtt/bx/n/10 task_parameters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(UserBlu eprintTaskParameterValidationRequestParamItem)\T1/qtm/m/n/10 ) [276] Underfull \hbox (badness 5711) in paragraph at lines 20968--20970 []\T1/txtt/bx/n/10 description \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str] (D efault=None)\T1/qtm/m/n/10 ) ^^U The de-scrip-tion of the user Underfull \hbox (badness 10000) in paragraph at lines 21007--21009 []\T1/txtt/bx/n/10 limit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T 1/txtt/m/n/10 Optional. (default\T1/qtm/m/n/10 : \T1/txtt/m/n/10 0)\T1/qtm/m/n/ 10 , \T1/txtt/m/n/10 at most this many results are [277] [278] [279] Underfull \hbox (badness 10000) in paragraph at lines 21372--21377 []\T1/txtt/bx/n/10 calibrate_predictions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[bool]\T1/qtm/m/n/10 ) ^^U whether anomaly pre-dic-tions Underfull \hbox (badness 6658) in paragraph at lines 21372--21377 \T1/qtm/m/n/10 should be cal-i-brated to be be-tween 0 and 1 by DR. if None, us es de-fault [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] [294] Chapter 17. [295] [296] [297] [298] Chapter 18. [299] Overfull \vbox (0.94989pt too high) detected at line 23861 [300] Underfull \vbox (badness 7522) detected at line 23981 Overfull \vbox (4.48987pt too high) detected at line 23981 [301] [302] Underfull \hbox (badness 10000) in paragraph at lines 24071--24073 []\T1/txtt/m/n/10 List \T1/qtm/m/n/10 of \T1/txtt/m/n/10 AutomatedDocument obje cts\T1/qtm/m/n/10 , \T1/txtt/m/n/10 where each object contains Overfull \vbox (42.9599pt too high) detected at line 24145 [303] [304] [305] [306] [307] [308] Chapter 19. [309] [310] [311] [312] [313] [314] [315] [316] Underfull \hbox (badness 5475) in paragraph at lines 25495--25497 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Keyword arguments spe cific \T1/qtm/m/n/10 to \T1/txtt/m/n/10 the given credential_type that [317] [318] Chapter 20. [319] [320] [321] Underfull \hbox (badness 5274) in paragraph at lines 25874--25876 []\T1/txtt/bx/n/10 time_step \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[CustomMet ricBucketTimeStep]\T1/qtm/m/n/10 ) ^^U Cus-tom met-ric time [322] [323] [324] [325] Overfull \vbox (2.75995pt too high) detected at line 26210 [326] [327] [328] [329] [330] [331] [332] [333] Overfull \hbox (12.22389pt too wide) in paragraph at lines 27117--27119 []\T1/txtt/bx/n/10 metric_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[HostedC ustomMetricsTemplateMetricTypeQueryParams]\T1/qtm/m/n/10 ) [334] Underfull \hbox (badness 10000) in paragraph at lines 27222--27228 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [335] [336] [337] [338] [339] [340] Chapter 21. Underfull \hbox (badness 5924) in paragraph at lines 27879--27884 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , \T1/qtm/m/it/1 0 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , [341] Underfull \hbox (badness 10000) in paragraph at lines 27948--27951 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 27948--27951 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 27948--27951 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 27962--27964 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [342] Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 []\T1/txtt/bx/n/10 target_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 datarobot.TARGET _TYPE\T1/qtm/m/n/10 ) ^^U Tar-get type of the cus- Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 \T1/qtm/m/n/10 tom in-fer-ence model. Val-ues: [\T1/qtm/m/it/10 datarobot.TARGE T_TYPE.BINARY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 28136--28141 \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 28136--28141 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] [343] Underfull \hbox (badness 10000) in paragraph at lines 28178--28181 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 28178--28181 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28178--28181 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 28192--28195 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [344] Underfull \hbox (badness 10000) in paragraph at lines 28320--28323 []\T1/txtt/bx/n/10 is_training_data_for_versions_permanently_enabled \T1/qtm/m/ n/10 (\T1/txtt/m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U [345] [346] Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 []\T1/txtt/bx/n/10 image_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U the type of the im-age, ei-ther CUS- Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 \T1/qtm/m/n/10 TOM_MODEL_IMAGE_TYPE.CUSTOM_MODEL_IMAGE if the test- Underfull \hbox (badness 10000) in paragraph at lines 28573--28578 \T1/qtm/m/n/10 ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as its model or C US- Underfull \hbox (badness 10000) in paragraph at lines 28617--28620 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 28617--28620 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28617--28620 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [347] Underfull \hbox (badness 10000) in paragraph at lines 28669--28672 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 28669--28672 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28669--28672 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [348] [349] Underfull \hbox (badness 10000) in paragraph at lines 28985--28988 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 7099) in paragraph at lines 28985--28988 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 28985--28988 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [350] Underfull \hbox (badness 10000) in paragraph at lines 29096--29103 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 29096--29103 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 placed in the model. If the list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \T1/qtm/m/n/10 used for tu-ples. Ex-am-ple: [(^^P/home/user/Documents/myModel/f ile1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 29115--29125 \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 29115--29125 \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 29127--29130 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 29127--29130 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 29127--29130 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [351] Underfull \vbox (badness 2970) detected at line 29251 [352] Underfull \hbox (badness 10000) in paragraph at lines 29298--29305 []\T1/txtt/bx/n/10 base_environment_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U The base en-vi-ron-ment ver-sion ID Underfull \hbox (badness 5077) in paragraph at lines 29298--29305 \T1/qtm/m/n/10 to use with this model ver-sion. At least one of ^^Pbase_environ ment_id^^Q and [353] Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 []\T1/txtt/bx/n/10 files \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List]\T1/qtm/ m/n/10 ) ^^U The list of tu-ples, where val-ues in each Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 tu-ple are the lo-cal filesys-tem path and the path the file sho uld be Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 placed in the model. If list is of strings, then base-names will be Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \T1/qtm/m/n/10 used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/myModel/fi le1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 29317--29327 \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 29317--29327 \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 29334--29337 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dataro bot.NETWORK_EGRESS_POLICY\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/ 10 ) Underfull \hbox (badness 5091) in paragraph at lines 29334--29337 \T1/qtm/m/n/10 ^^U De-ter-mines whether the given cus-tom model is iso-lated, o r can ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 29334--29337 \T1/qtm/m/n/10 pub-lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EG RESS_POLICY.NONE\T1/qtm/m/n/10 , [354] [355] [356] [357] [358] [359] [360] [361] [362] [363] Underfull \hbox (badness 10000) in paragraph at lines 30775--30777 []\T1/qtm/m/n/10 Trans-fer ac-cess to the ex-e-cu-tion en-vi-ron-ment from [][] old_user@datarobot.com[][] to [364] [365] Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 []\T1/txtt/bx/n/10 build_status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U build sta-tus of Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 \T1/qtm/m/n/10 the ex-e-cu-tion en-vi-ron-ment ver-sion to fil-ter by. See Underfull \hbox (badness 10000) in paragraph at lines 30948--30951 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [366] [367] [368] [369] [370] Chapter 22. [371] [372] [373] [374] Chapter 23. [375] [376] [377] [378] [379] [380] Chapter 24. [381] Underfull \hbox (badness 10000) in paragraph at lines 32514--32517 []\T1/txtt/bx/n/10 database_driver \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m /n/10 ) ^^U Op-tional. Spec-ify when typ is \T1/qtm/m/it/10 DataDriver- [382] [383] [384] [385] Underfull \hbox (badness 10000) in paragraph at lines 33041--33043 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [386] Underfull \hbox (badness 10000) in paragraph at lines 33109--33111 []\T1/txtt/bx/n/10 jdbc_url \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^^U Op-tional. The full JDBC URL (for ex-am-ple: [387] [388] [389] Overfull \vbox (27.92998pt too high) detected at line 33476 [390] [391] [392] [393] [394] [395] [396] Chapter 25. [397] [398] Chapter 26. [399] [400] Chapter 27. [401] [402] [403] [404] [405] [406] Underfull \hbox (badness 10000) in paragraph at lines 34860--34863 [] \T1/txtt/m/n/10 code[]block:\T1/qtm/m/n/10 : \T1/txtt/m/n/10 python \T1/qtm/ m/n/10 ^^U from datarobot.models.deployment Underfull \hbox (badness 10000) in paragraph at lines 34860--34863 \T1/qtm/m/n/10 im-port Train-ing-Data-Ex-port dataset_id = Train-ing-Data-Ex- [407] [408] Chapter 28. [409] [410] [411] [412] [413] [414] [415] [416] [417] [418] Overfull \vbox (0.86002pt too high) detected at line 36303 [419] [420] [421] [422] [423] [424] Underfull \hbox (badness 10000) in paragraph at lines 37063--37070 \T1/qtm/m/n/10 GIVEN _ NAME / SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ [425] [426] [427] [428] [429] [430] [431] [432] [433] [434] Chapter 29. [435] Overfull \vbox (18.5899pt too high) detected at line 38170 [436] [437] [438] [439] Underfull \hbox (badness 10000) in paragraph at lines 38430--38433 []\T1/txtt/bx/n/10 materialization_destination \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/n/10 [\T1/txtt/m/n/10 MaterializationDestination\T1/qtm/m/n/1 0 ]) ^^U [440] (/usr/share/texlive/texmf-dist/tex/latex/fontawesome5/ufontawesomefree2.fd) [441] [442] [443] [444] [445] [446] [447] [448] [449] [450] [451] [452] [453] [454] [455] [456] Underfull \hbox (badness 10000) in paragraph at lines 40205--40208 []\T1/txtt/bx/n/10 methods \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List\T1/qtm/m/n/10 [ [][]\T1/txtt/m/sl/10 CategoricalStatsMethods[][]\T1/qtm/m/n/10 ]) ^^U List of m eth- Underfull \hbox (badness 10000) in paragraph at lines 40205--40208 \T1/qtm/m/n/10 ods to ap-ply for rolling statis-tics. Cur-rently only sup-ports [457] [458] [459] [460] Underfull \vbox (badness 10000) detected at line 40561 Overfull \vbox (27.2299pt too high) detected at line 40561 [461] [462] [463] Underfull \vbox (badness 10000) detected at line 40819 Overfull \vbox (33.2399pt too high) detected at line 40819 [464] [465] [466] [467] [468] Chapter 30. [469] [470] [471] [472] Underfull \vbox (badness 10000) detected at line 41921 Overfull \vbox (24.0pt too high) detected at line 41921 [473] Overfull \vbox (0.89993pt too high) detected at line 42002 [474] [475] [476] Underfull \hbox (badness 10000) in paragraph at lines 42236--42238 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [477] Underfull \hbox (badness 10000) in paragraph at lines 42388--42391 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [478] [479] Underfull \hbox (badness 10000) in paragraph at lines 42630--42633 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 42639--42642 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [480] Underfull \hbox (badness 10000) in paragraph at lines 42765--42767 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [481] [482] [483] [484] Underfull \hbox (badness 10000) in paragraph at lines 43380--43383 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [485] Underfull \hbox (badness 10000) in paragraph at lines 43439--43443 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [486] [487] [488] [489] Underfull \hbox (badness 10000) in paragraph at lines 43912--43915 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [490] Underfull \hbox (badness 10000) in paragraph at lines 44103--44108 []\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 44103--44108 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [491] [492] [493] Underfull \hbox (badness 10000) in paragraph at lines 44408--44410 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 44444--44446 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [494] [495] [496] Underfull \hbox (badness 10000) in paragraph at lines 44770--44779 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [497] Underfull \hbox (badness 10000) in paragraph at lines 44839--44844 []\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 44839--44844 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 44852--44855 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [498] [499] [500] [501] [502] [503] [504] [505] [506] [507] Underfull \hbox (badness 10000) in paragraph at lines 45928--45930 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [508] Underfull \hbox (badness 10000) in paragraph at lines 46080--46083 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [509] [510] Underfull \hbox (badness 10000) in paragraph at lines 46322--46325 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 46331--46334 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 46457--46459 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [511] [512] [513] [514] [515] Underfull \hbox (badness 10000) in paragraph at lines 47072--47075 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 47131--47135 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [516] [517] [518] [519] Underfull \hbox (badness 10000) in paragraph at lines 47574--47577 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [520] [521] [522] Underfull \hbox (badness 10000) in paragraph at lines 47929--47931 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 47965--47967 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [523] [524] [525] [526] [527] [528] [529] [530] [531] [532] [533] [534] Underfull \hbox (badness 10000) in paragraph at lines 49314--49316 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [535] Underfull \hbox (badness 10000) in paragraph at lines 49466--49469 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [536] [537] Underfull \hbox (badness 10000) in paragraph at lines 49708--49711 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 49717--49720 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [538] Underfull \hbox (badness 10000) in paragraph at lines 49843--49845 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [539] [540] [541] [542] Underfull \hbox (badness 10000) in paragraph at lines 50458--50461 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [543] Underfull \hbox (badness 10000) in paragraph at lines 50517--50521 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [544] [545] [546] Underfull \hbox (badness 10000) in paragraph at lines 50990--50993 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [547] [548] Underfull \hbox (badness 10000) in paragraph at lines 51181--51186 []\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 51181--51186 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [549] [550] [551] Underfull \hbox (badness 10000) in paragraph at lines 51486--51488 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 51522--51524 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [552] [553] [554] Underfull \hbox (badness 10000) in paragraph at lines 51848--51857 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation Underfull \hbox (badness 10000) in paragraph at lines 51917--51922 []\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 51917--51922 [][]\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 [555] Underfull \hbox (badness 7133) in paragraph at lines 51930--51933 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [556] [557] Underfull \hbox (badness 5217) in paragraph at lines 52160--52163 []\T1/txtt/bx/n/10 sampling_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str \T1/qtm/ m/n/10 or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U (New in v2.23) in-di-cates t he way train-ing [558] [559] [560] [561] Underfull \hbox (badness 10000) in paragraph at lines 52693--52698 []\T1/qtm/m/n/10 All du-ra-tions should be spec-i-fied with a du-ra-tion string such as those re-turned by the Underfull \hbox (badness 8075) in paragraph at lines 52693--52698 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [562] [563] [564] [565] [566] [567] [568] [569] [570] [571] [572] [573] Underfull \hbox (badness 10000) in paragraph at lines 54072--54075 \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 [574] [575] [576] [577] [578] [579] Underfull \vbox (badness 10000) detected at line 54813 Overfull \vbox (24.0pt too high) detected at line 54813 [580] Overfull \vbox (0.89993pt too high) detected at line 54894 [581] [582] [583] Underfull \hbox (badness 10000) in paragraph at lines 55128--55130 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [584] Underfull \hbox (badness 10000) in paragraph at lines 55228--55231 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 55322--55324 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [585] [586] [587] Underfull \hbox (badness 10000) in paragraph at lines 55733--55736 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [588] [589] [590] [591] Underfull \hbox (badness 10000) in paragraph at lines 56201--56204 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of Underfull \hbox (badness 10000) in paragraph at lines 56248--56253 []\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 56248--56253 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [592] [593] Underfull \hbox (badness 10000) in paragraph at lines 56467--56469 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [594] [595] Underfull \hbox (badness 10000) in paragraph at lines 56634--56639 []\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 56634--56639 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 56647--56650 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [596] [597] [598] [599] [600] [601] [602] [603] [604] [605] [606] Underfull \hbox (badness 10000) in paragraph at lines 57932--57934 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Con-fu-sion chart source. Check [607] Underfull \hbox (badness 10000) in paragraph at lines 58084--58087 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str]\T1/qtm/m/n/10 ) ^^U Can be one of [608] [609] Underfull \hbox (badness 10000) in paragraph at lines 58326--58329 []\T1/qtm/m/n/10 Each list item is a dict with the keys \T1/txtt/m/n/10 feature Name\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactNormalized\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 58335--58338 \T1/qtm/m/n/10 the keys: \T1/txtt/m/n/10 featureName\T1/qtm/m/n/10 , \T1/txtt/m /n/10 impactNormalized\T1/qtm/m/n/10 , \T1/txtt/m/n/10 impactUnnormalized\T1/qt m/m/n/10 , and [610] Underfull \hbox (badness 10000) in paragraph at lines 58461--58463 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [611] [612] [613] [614] Underfull \hbox (badness 10000) in paragraph at lines 59076--59079 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check [615] Underfull \hbox (badness 10000) in paragraph at lines 59135--59139 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U ROC curve data source. Check [616] [617] [618] [619] Underfull \hbox (badness 10000) in paragraph at lines 59608--59611 \T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U Can be one of [620] Underfull \hbox (badness 10000) in paragraph at lines 59799--59804 []\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 59799--59804 [][]\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] Underfull \hbox (badness 10000) in paragraph at lines 60104--60106 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Resid-u-als chart data source. Check Underfull \hbox (badness 10000) in paragraph at lines 60140--60142 []\T1/txtt/bx/n/10 source \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U Roc Curve data source. Check [624] [625] [626] Underfull \hbox (badness 10000) in paragraph at lines 60466--60475 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [627] Underfull \hbox (badness 10000) in paragraph at lines 60535--60540 []\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 60535--60540 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 60548--60551 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [628] [629] [630] [631] [632] [633] [634] Underfull \hbox (badness 10000) in paragraph at lines 61465--61467 []\T1/qtm/b/n/10 pa-ram-e-ters \T1/qtm/m/n/10 (\T1/txtt/m/n/10 dict\T1/qtm/m/n/ 10 ) ^^U ^^PPa-ram-e-ters^^Q dic-tio-nary, same as spec-i-fied on Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 []\T1/txtt/bx/n/10 algorithm \T1/qtm/m/n/10 (\T1/txtt/m/n/10 GridSearchAlgorith m (optional)\T1/qtm/m/n/10 ) ^^U The al-go-rithm to ap- Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 ply when run-ning the grid search. This is only ap-pli-ca-ble if the search Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 type is spec-i-fied and the search de-ter-mines which al-go-rith m to use. Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 The fol-low-ing are the valid com-bi-na-tions of search type and al-go-rithm: Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 ^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V^^V | G rid-Search-SearchType.SMART | Underfull \hbox (badness 10000) in paragraph at lines 61528--61540 \T1/qtm/m/n/10 | Grid-SearchAl-go-rithm.EXHAUSTIVE_SEARCH (de-fault) | | Grid-S earch- [635] [636] [637] [638] [639] [640] [641] [642] [643] [644] [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] Underfull \hbox (badness 10000) in paragraph at lines 64106--64108 []\T1/txtt/bx/n/10 geospatial_monitoring \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[ExternalGeospatialMonitoring]\T1/qtm/m/n/10 ) ^^U [655] [656] [657] [658] Chapter 31. [659] [660] Chapter 32. [661] [662] [663] [664] [665] [666] [667] [668] Overfull \vbox (0.61996pt too high) detected at line 65510 [669] [670] [671] [672] [673] [674] [675] Underfull \hbox (badness 10000) in paragraph at lines 66251--66255 \T1/qtm/m/n/10 If pre-dic-tions data col-lec-tion is en-abled for this de-ploy- ment. Underfull \hbox (badness 10000) in paragraph at lines 66251--66255 \T1/qtm/m/n/10 To up-date ex-ist-ing `'pre-dic-tions_data_collection'' set-ting s, see [676] [677] [678] [679] [680] [681] [682] [683] [684] [685] Underfull \hbox (badness 10000) in paragraph at lines 67583--67585 []\T1/txtt/bx/n/10 share_recipient_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enum(\T S1/txtt/m/n/10 ``\T1/qtm/m/n/10 'user'\T1/txtt/m/n/10 , \TS1/txtt/m/n/10 ``'\T1 /txtt/m/n/10 group\TS1/txtt/m/n/10 '\T1/qtm/m/n/10 , \TS1/txtt/m/n/10 '\T1/txtt /m/n/10 organization\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 )\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 67618--67620 \T1/txtt/bx/n/10 roles \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(or(GrantAccessContr olWithUsernameValidator\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 67618--67620 \T1/txtt/m/n/10 GrantAccessControlWithIdValidator\T1/qtm/m/n/10 , \T1/txtt/m/n/ 10 SharingRole))\T1/qtm/m/n/10 ) ^^U Ar-ray of GrantAc- [686] [687] [688] [689] [690] [691] [692] [693] [694] [695] [696] [697] [698] [699] [700] [701] [702] [703] [704] [705] Underfull \hbox (badness 10000) in paragraph at lines 70130--70134 []\T1/txtt/bx/n/10 target_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qtm /m/n/10 ) ^^U If tar-get drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 70130--70134 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 t arget_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 70136--70140 []\T1/txtt/bx/n/10 feature_drift \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Settings\T1/qt m/m/n/10 ) ^^U If fea-ture drift track-ing is en-abled for this Underfull \hbox (badness 10000) in paragraph at lines 70136--70140 \T1/qtm/m/n/10 de-ploy-ment. To cre-ate or up-date ex-ist-ing \T1/txtt/m/n/10 f eature_drift \T1/qtm/m/n/10 set-tings, see Underfull \hbox (badness 10000) in paragraph at lines 70160--70164 []\T1/txtt/bx/n/10 enabled \T1/qtm/m/n/10 (\T1/txtt/m/n/10 bool\T1/qtm/m/n/10 ) ^^U If tar-get pre-dic-tion_warning is en-abled for this de-ploy- Underfull \hbox (badness 10000) in paragraph at lines 70160--70164 \T1/qtm/m/n/10 ment. To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-tings, see [706] [707] [708] [709] Underfull \hbox (badness 10000) in paragraph at lines 70629--70631 []\T1/txtt/bx/n/10 supported_model_formats \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list [PredictionEnvironmentModelFormats]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [710] [711] [712] Chapter 33. [713] [714] [715] [716] Chapter 34. [717] Underfull \hbox (badness 10000) in paragraph at lines 71468--71473 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [718] [719] [720] [721] Underfull \hbox (badness 10000) in paragraph at lines 72010--72015 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [722] [723] [724] Underfull \hbox (badness 5331) in paragraph at lines 72463--72465 []\T1/txtt/bx/n/10 values \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list(dict)\T1/qtm/m/n /10 ) ^^U List of His-togram val-ues with a schema de-scribed as [725] [726] Underfull \hbox (badness 10000) in paragraph at lines 72704--72707 []\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 72704--72707 \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 , [727] Underfull \hbox (badness 10000) in paragraph at lines 72852--72855 []\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 72852--72855 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [728] [729] [730] [731] [732] [733] [734] [735] Underfull \hbox (badness 5771) in paragraph at lines 73902--73906 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 73908--73912 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[int]\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- [736] Underfull \hbox (badness 10000) in paragraph at lines 73934--73937 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [737] [738] Underfull \hbox (badness 5771) in paragraph at lines 74183--74187 \T1/qtm/m/n/10 tion win-dows set-tings. If present, time-aware joins will be us ed. Only al- Underfull \hbox (badness 10000) in paragraph at lines 74189--74193 []\T1/txtt/bx/n/10 prediction_point_rounding \T1/qtm/m/n/10 (\T1/txtt/m/n/10 in t\T1/qtm/m/n/10 , or \T1/txtt/m/n/10 None\T1/qtm/m/n/10 ) ^^U Clos-est value of pre-dic- Underfull \hbox (badness 10000) in paragraph at lines 74215--74218 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [739] Underfull \hbox (badness 10000) in paragraph at lines 74235--74237 []\T1/txtt/bx/n/10 specifying \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 To see the list of possible settings, create a Underfull \hbox (badness 10000) in paragraph at lines 74264--74266 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1 /qtm/m/n/10 of \T1/txtt/m/n/10 DatasetDefinition\T1/qtm/m/n/10 ) ^^U Each el-e- ment is a Underfull \hbox (badness 6641) in paragraph at lines 74272--74276 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [740] Underfull \hbox (badness 10000) in paragraph at lines 74379--74381 []\T1/txtt/bx/n/10 dataset_definitions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 List[Dat asetDefinition]\T1/qtm/m/n/10 ) ^^U Each el-e-ment is a Underfull \hbox (badness 6641) in paragraph at lines 74387--74391 \T1/qtm/m/n/10 Each el-e-ment is a dic-tio-nary or a \T1/txtt/m/n/10 datarobot. helpers.feature_discovery. [741] [742] [743] [744] [745] [746] [747] [748] [749] [750] [751] [752] Chapter 35. Overfull \vbox (4.99998pt too high) detected at line 75919 [753] [754] [755] Overfull \vbox (0.56987pt too high) detected at line 76188 [756] [757] [758] [759] [760] [761] ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76652 \PYG{g+go}{└── finance/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76652 \PYG{g+go}{└── finance/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76652 \PYG{g+go}{└── finance/} ! LaTeX Error: Unicode character ├ (U+251C) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76653 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76653 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76653 \PYG{g+go}{ ├── fy\PYGZhy{}2024/} ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76654 \PYG{g+go}{ │ └── budgets/} ! LaTeX Error: Unicode character │ (U+2502) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76655 ...─ Q2\PYGZus{}budget\PYGZus{}2024.pdf} ! LaTeX Error: Unicode character └ (U+2514) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76656 ... └── employee\PYGZhy{}list.csv} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76656 ... └── employee\PYGZhy{}list.csv} ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.76656 ... └── employee\PYGZhy{}list.csv} [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] Underfull \hbox (badness 10000) in paragraph at lines 77737--77744 \T1/txtt/m/sl/10 RENAME[][] \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 6961) in paragraph at lines 77737--77744 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use [772] Underfull \hbox (badness 10000) in paragraph at lines 77877--77879 []\T1/qtm/m/n/10 Ex-am-ple: \T1/txtt/m/n/10 /mydomain.sharepoint.com,4732d...8b 01b0,eb0d3...e42f/b!8tQyRyn..... Underfull \vbox (badness 10000) detected at line 77916 Overfull \vbox (35.07pt too high) detected at line 77916 [773] Underfull \vbox (badness 10000) detected at line 77916 Underfull \vbox (badness 10000) detected at line 77916 [774] [775] Underfull \hbox (badness 10000) in paragraph at lines 77973--77980 \T1/txtt/m/sl/10 RENAME[][] \T1/qtm/m/n/10 to re-name and up-loaded file us-ing the ^^P (n).ext^^Q pat-tern. Underfull \hbox (badness 6961) in paragraph at lines 77973--77980 \T1/qtm/m/n/10 Use [][]\T1/txtt/m/sl/10 FilesOverwriteStrategy.REPLACE[][] \T1/ qtm/m/n/10 to over-write the ex-ist-ing file. Use Underfull \hbox (badness 7558) in paragraph at lines 77991--77993 []\T1/txtt/bx/n/10 kwargs \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Any\T1/qtm/m/n/10 ) ^ ^U Ad-di-tional key-word ar-gu-ments passed to [][]\T1/txtt/m/sl/10 DataRobotFi le[][] \T1/qtm/m/n/10 or [776] [777] Underfull \hbox (badness 10000) in paragraph at lines 78224--78226 []\T1/txtt/bx/n/10 NotImplementedError \T1/qtm/m/n/10 ^^U If at-tempt-ing to up -load a di-rec-tory and [778] [779] [780] [781] [782] [783] [784] [785] [786] [787] [788] [789] [790] [791] [792] [793] [794] [795] [796] Chapter 36. [797] [798] [799] [800] [801] [802] [803] [804] Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 []\T1/txtt/bx/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 (\T1/tx tt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Only Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 \T1/qtm/m/n/10 used if a new vec-tor database is de-ployed. De-ter-mines whethe r the Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 \T1/qtm/m/n/10 new vec-tor database de-ploy-ment is iso-lated or can ac-cess th e pub- Underfull \hbox (badness 10000) in paragraph at lines 81691--81696 \T1/qtm/m/n/10 lic net-work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS _POLICY.NONE\T1/qtm/m/n/10 , [805] [806] Chapter 37. [807] [808] [809] [810] [811] [812] [813] [814] [815] [816] [817] [818] [819] [820] [821] [822] [823] [824] [825] [826] Chapter 38. [827] [828] Overfull \hbox (63.27374pt too wide) in paragraph at lines 84628--84631 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [829] Overfull \hbox (69.97372pt too wide) in paragraph at lines 84778--84781 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [830] [831] Overfull \hbox (69.97372pt too wide) in paragraph at lines 85002--85005 []\T1/txtt/bx/n/10 metadata_combination_strategy \T1/qtm/m/n/10 (\T1/txtt/m/n/1 0 Optional[VectorDatabaseMetadataCombinationStrategy]\T1/qtm/m/n/10 ) [832] Underfull \hbox (badness 10000) in paragraph at lines 85121--85124 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 85130--85134 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 85130--85134 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 85130--85134 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 85180--85183 []\T1/txtt/bx/n/10 resource_bundle_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[ str]\T1/qtm/m/n/10 ) ^^U The ID of a Underfull \hbox (badness 10000) in paragraph at lines 85189--85193 []\T1/txtt/bx/n/10 network_egress_policy \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Option al[str]\T1/qtm/m/n/10 ) ^^U De-ter-mines whether Underfull \hbox (badness 10000) in paragraph at lines 85189--85193 \T1/qtm/m/n/10 the given cus-tom model is iso-lated, or can ac-cess the pub-lic net- Underfull \hbox (badness 10000) in paragraph at lines 85189--85193 \T1/qtm/m/n/10 work. Val-ues: [\T1/qtm/m/it/10 datarobot.NETWORK_EGRESS_POLICY. NONE\T1/qtm/m/n/10 , [833] [834] Underfull \hbox (badness 10000) in paragraph at lines 85409--85411 []\T1/txtt/bx/n/10 embedding_validation \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[CustomModelEmbeddingValidation\T1/qtm/m/n/10 , [835] [836] Chapter 39. [837] [838] [839] [840] [841] [842] [843] [844] [845] [846] [847] [848] [849] [850] [851] Underfull \hbox (badness 6592) in paragraph at lines 87448--87450 []\T1/txtt/bx/n/10 prompt_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m/n /10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op- [852] Underfull \hbox (badness 10000) in paragraph at lines 87566--87568 []\T1/txtt/bx/n/10 response_moderation_configuration \T1/qtm/m/n/10 (\T1/txtt/m /n/10 ModerationConfigurationWithoutID\T1/qtm/m/n/10 , [853] [854] [855] [856] Chapter 40. [857] Underfull \hbox (badness 10000) in paragraph at lines 88117--88119 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [858] Underfull \hbox (badness 10000) in paragraph at lines 88202--88204 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [859] [860] [861] [862] [863] Underfull \hbox (badness 10000) in paragraph at lines 88983--88985 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo Underfull \hbox (badness 10000) in paragraph at lines 89061--89063 []\T1/txtt/bx/n/10 nemo_info \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional\T1/qtm/m/ n/10 [[][]\T1/txtt/m/sl/10 GuardNemoInfo[][]\T1/qtm/m/n/10 ]) ^^U ad-di-tional con-fig-u-ra-tion for NeMo [864] [865] [866] Chapter 41. [867] Underfull \hbox (badness 10000) in paragraph at lines 89392--89396 []\T1/txtt/bx/n/10 max_wait \T1/qtm/m/n/10 (\T1/txtt/m/n/10 int\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U Max-i-mum num-ber of sec-onds to wait when Underfull \hbox (badness 10000) in paragraph at lines 89392--89396 \T1/txtt/m/n/10 wait_for_completion=True\T1/qtm/m/n/10 . De-faults to 10800 (3 hours). Raises [868] [869] [870] Chapter 42. Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R ocCurve >>> RocCurve.compute( Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 ") >>> RocCurve.get("67643b2d87bb4954d7917323", da ta_slice_id= Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 "6764389b4bdd48581485a58b") >>> RocCurve.list("67643b2d87bb4954d7917323") [ , ...] >>> RocCurve. Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \T1/txtt/m/n/10 list("67643b2d87bb4954d7917323")[0].roc_points [{\TS1/txtt/m/n/ 10 '\T1/txtt/m/n/10 accuracy\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.539375, Underfull \hbox (badness 10000) in paragraph at lines 89586--89598 \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 f1_score\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0 .0, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 false_negative_score\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 737, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 true_negative_score\TS1/t xtt/m/n/10 '\T1/txtt/m/n/10 : 863, [871] [872] Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import L iftChart >>> LiftChart.compute( Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b") Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 >>> LiftChart.list("67643b2d87bb4954d7917323") [, ... ] >>> LiftC hart.get( Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 "67643b2d87bb4954d7917323", data_slice_id="6764389b4bdd48581485 a58b").bins Underfull \hbox (badness 10000) in paragraph at lines 89985--89995 \T1/txtt/m/n/10 [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 actual\TS1/txtt/m/n/10 '\T1 /txtt/m/n/10 : 0.4, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 predicted\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 0.22727272727272724, \TS1/txtt/m/n/10 '\T1/txtt/m/n/10 bin_ weight\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : 5.0}, ... ] [873] [874] [875] Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 []\TS1/txtt/m/n/10 `\T1/txtt/m/n/10 python >>> from datarobot.insights import R esiduals >>> Residuals.list( Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c") [] >>> Residuals.compute("672e32de69b0b 676ced54d9c Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> R esiduals. Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 list("672e32de69b0b676ced54d9c") [, ] >>> Residuals.get("672e32de69b0b676c ed54d9c Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 ", data_slice_id="677ae1249695103ba9feff97") >>> Residuals.get ( Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 "672e32de69b0b676ced54d9c", data_slice_id="677ae1249695103ba9fe ff97"). Underfull \hbox (badness 10000) in paragraph at lines 90330--90345 \T1/txtt/m/n/10 histogram [{\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 interval_start\TS 1/txtt/m/n/10 '\T1/txtt/m/n/10 : []33.37288135593221, \TS1/txtt/m/n/10 '\T1/txt t/m/n/10 interval_end\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 : []32. [876] [877] [878] [879] [880] [881] [882] [883] [884] [885] [886] [887] [888] [889] Underfull \hbox (badness 10000) in paragraph at lines 92425--92427 []\T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qtm/m/n/10 ) ^ ^U The sta-tus of the in-sight. One of \T1/txtt/m/n/10 datarobot.enums. [890] [891] [892] [893] Underfull \hbox (badness 10000) in paragraph at lines 93105--93107 []\T1/txtt/m/n/10 [ [ True Negative, False Positive ], [ False Negative, True P ositive [894] [895] [896] [897] [898] Overfull \vbox (2.69994pt too high) detected at line 93633 [899] [900] Underfull \hbox (badness 10000) in paragraph at lines 93755--93758 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 93755--93758 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 93789--93791 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 93796--93798 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [901] [902] [903] Underfull \hbox (badness 10000) in paragraph at lines 94086--94089 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 94086--94089 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions [904] [905] Underfull \hbox (badness 10000) in paragraph at lines 94420--94423 []\T1/txtt/bx/n/10 resolutions \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n /10 of \T1/txtt/m/n/10 string\T1/qtm/m/n/10 ) ^^U A list of \T1/txtt/m/n/10 dat arobot.enums. Underfull \hbox (badness 6592) in paragraph at lines 94420--94423 \T1/txtt/m/n/10 DATETIME_TREND_PLOTS_RESOLUTION\T1/qtm/m/n/10 , which rep-re-se nts avail-able time res-o-lu-tions Underfull \hbox (badness 10000) in paragraph at lines 94454--94456 \T1/qtm/m/n/10 Sta-tus back-test/holdout train-ing. One of \T1/txtt/m/n/10 data robot.enums. Underfull \hbox (badness 10000) in paragraph at lines 94461--94463 \T1/qtm/m/n/10 Sta-tus back-test/holdout val-i-da-tion. One of \T1/txtt/m/n/10 datarobot.enums. [906] [907] [908] [909] [910] [911] Underfull \hbox (badness 10000) in paragraph at lines 95220--95223 []\T1/txtt/bx/n/10 metric \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATURE_ASSOCIA TION_METRIC\T1/qtm/m/n/10 ) ^^U The name of a met- Underfull \hbox (badness 5563) in paragraph at lines 95220--95223 \T1/qtm/m/n/10 ric to get pair-wise data for. Since `v2.19' this is op-tional a nd de-faults to Underfull \hbox (badness 10000) in paragraph at lines 95225--95228 []\T1/txtt/bx/n/10 association_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 enums.FEATU RE_ASSOCIATION_TYPE\T1/qtm/m/n/10 ) ^^U The type of Underfull \hbox (badness 10000) in paragraph at lines 95225--95228 \T1/qtm/m/n/10 de-pen-dence for the data. Since `v2.19' this is op-tional and d e-faults to [912] [913] [914] [915] [916] [917] [918] [919] [920] Underfull \hbox (badness 10000) in paragraph at lines 96342--96345 []\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 96347--96350 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. Underfull \hbox (badness 6708) in paragraph at lines 96420--96426 \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 96420--96426 \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, [921] Underfull \hbox (badness 10000) in paragraph at lines 96436--96439 []\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 96441--96444 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [922] [923] [924] [925] [926] [927] [928] [929] [930] [931] [932] Chapter 43. [933] [934] [935] [936] [937] [938] [939] [940] Chapter 44. [941] [942] [943] [944] Chapter 45. [945] [946] [947] [948] [949] [950] Chapter 46. [951] [952] Chapter 47. [953] [954] [955] [956] [957] [958] [959] [960] [961] [962] Overfull \vbox (1.64996pt too high) detected at line 101808 [963] [964] [965] [966] [967] [968] Chapter 48. [969] Underfull \hbox (badness 10000) in paragraph at lines 102680--102682 []\T1/txtt/bx/n/10 catalog_version_id \T1/qtm/m/n/10 (\T1/txtt/m/n/10 str\T1/qt m/m/n/10 ) ^^U (New in ver-sion v3.0) The ob-ject ID of the [970] [971] [972] [973] [974] [975] Underfull \hbox (badness 10000) in paragraph at lines 103314--103320 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103314--103320 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103398--103405 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 103398--103405 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 103398--103405 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [976] Underfull \hbox (badness 10000) in paragraph at lines 103407--103411 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable [977] [978] Underfull \hbox (badness 7888) in paragraph at lines 103637--103644 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 AUTOPILOT_MODE.COMPREHENSIVE\T1/qtm/m/n/10 . \T1/txtt/m/n/10 COMPREHENSIVE\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 runs all bluep rints Underfull \hbox (badness 10000) in paragraph at lines 103637--103644 \T1/txtt/m/n/10 in the repository (this may be extremely slow). If unspecified, Underfull \hbox (badness 10000) in paragraph at lines 103660--103666 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103660--103666 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. [979] [980] Underfull \hbox (badness 10000) in paragraph at lines 103862--103868 \T1/qtm/m/n/10 the [][]\T1/qtm/m/it/10 Par-ti-tion Classes[][] \T1/qtm/m/n/10 d e-fined in \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 103862--103868 \T1/qtm/m/n/10 As an al-ter-na-tive, use [][]\T1/txtt/m/sl/10 Project.set_parti tioning_method[][] \T1/qtm/m/n/10 or [][]\T1/txtt/m/sl/10 Project. Underfull \hbox (badness 10000) in paragraph at lines 103908--103910 []\T1/txtt/bx/n/10 class_mapping_aggregation_settings \T1/qtm/m/n/10 (\T1/txtt/ m/n/10 ClassMappingAggregationSettings\T1/qtm/m/n/10 , [981] [982] Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 []\T1/txtt/bx/n/10 use_new_models_retrieval \T1/qtm/m/n/10 (\T1/txtt/m/n/10 boo l\T1/qtm/m/n/10 , \T1/qtm/m/it/10 de-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 ) ^^U If \T1/txtt/m/n/10 true\T1/qtm/m/n/10 , new re- Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 trieval route is used, which sup-ports fil-ter-ing and re-turns fewer at-tributes Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 per in-di-vid-ual model. Fol-low-ing at-tributes are ab-sent and could be re- Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 trieved from the blueprint level: \T1/txtt/m/n/10 monotonic_incr easing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 monotonic_decreasing_featurelist_id\T1/qtm/m/n/10 , \T1/txtt/m/ n/10 supports_composable_ml \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 supports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at-t ributes are ab-sent and Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/qtm/m/n/10 could be re-trieved from the in-di-vid-ual model level: \T1/txtt /m/n/10 has_empty_clusters\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 104125--104133 \T1/txtt/m/n/10 is_n_clusters_dynamically_determined\T1/qtm/m/n/10 , \T1/txtt/m /n/10 prediction_threshold \T1/qtm/m/n/10 and [983] [984] [985] [986] Underfull \hbox (badness 10000) in paragraph at lines 104483--104485 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets Underfull \hbox (badness 7649) in paragraph at lines 104522--104525 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U Raised if \T1/txtt/m/n/10 fore cast_point \T1/qtm/m/n/10 or \T1/txtt/m/n/10 predictions_start_date \T1/qtm/m/n /10 and [987] Underfull \hbox (badness 10000) in paragraph at lines 104577--104579 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[List] a list \T1/qtm/m/n/10 of \T1/txtt/m/n/10 credentials for the datasets [988] Underfull \hbox (badness 10000) in paragraph at lines 104642--104648 []\T1/txtt/bx/n/10 credential_data \T1/qtm/m/n/10 (\T1/txtt/m/n/10 BasicCredent ialsDataDict | S3CredentialsDataDict | [989] [990] Overfull \hbox (0.89392pt too wide) in paragraph at lines 104926--104930 []\T1/txtt/bx/n/10 credentials \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list[BasicCreden tialsDict | CredentialIdCredentialsDict]\T1/qtm/m/n/10 , [991] [992] [993] [994] [995] [996] [997] [998] [999] Underfull \hbox (badness 10000) in paragraph at lines 106016--106025 []\T1/txtt/bx/n/10 scoring_type \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optional[str]\T 1/qtm/m/n/10 ) ^^U Ei-ther \T1/txtt/m/n/10 validation \T1/qtm/m/n/10 or \T1/txt t/m/n/10 crossValidation [1000] Underfull \hbox (badness 10000) in paragraph at lines 106115--106120 []\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 106115--106120 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time Underfull \hbox (badness 7133) in paragraph at lines 106132--106135 \T1/qtm/m/n/10 be used to train the model. If spec-i-fied, nei-ther \T1/txtt/m/ n/10 training_duration \T1/qtm/m/n/10 nor [1001] [1002] Underfull \hbox (badness 10000) in paragraph at lines 106334--106339 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [1003] Underfull \hbox (badness 10000) in paragraph at lines 106512--106517 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with Underfull \hbox (badness 5345) in paragraph at lines 106512--106517 \T1/qtm/m/n/10 QUEUE_STATUS.INPROGRESS, will re-turn the mod-el-ing jobs that a re cur-rently [1004] Underfull \hbox (badness 10000) in paragraph at lines 106557--106562 \T1/txtt/bx/n/10 status \T1/qtm/m/n/10 (\T1/txtt/m/n/10 QUEUE_STATUS enum\T1/qt m/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U If called with [1005] [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 106951--106957 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 106951--106957 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , [1008] Underfull \hbox (badness 10000) in paragraph at lines 106970--106977 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 106970--106977 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 106970--106977 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll Underfull \hbox (badness 10000) in paragraph at lines 106979--106983 []\T1/txtt/bx/n/10 include_bias_mitigation_feature_as_predictor_variable Overfull \hbox (3.89389pt too wide) in paragraph at lines 107014--107018 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1009] Underfull \hbox (badness 10000) in paragraph at lines 107140--107143 []\T1/txtt/bx/n/10 partitioning_method \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Partitio ningMethod\T1/qtm/m/n/10 , \T1/qtm/m/it/10 op-tional\T1/qtm/m/n/10 ) ^^U An in- stance of Underfull \hbox (badness 10000) in paragraph at lines 107140--107143 \T1/txtt/m/n/10 datarobot.helpers.partitioning_methods.PartitioningMethod \T1/q tm/m/n/10 that will [1010] [1011] [1012] Underfull \hbox (badness 10000) in paragraph at lines 107434--107436 []\T1/txtt/bx/n/10 ValueError \T1/qtm/m/n/10 ^^U If value of \T1/txtt/m/n/10 va riable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [1013] [1014] [1015] Underfull \hbox (badness 10000) in paragraph at lines 107935--107942 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 107935--107942 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 7944) in paragraph at lines 107935--107942 \T1/qtm/m/n/10 `post-Pro-cess-in-gRe-jec-tionOp-tion-Based-Clas-si-fi-ca-tion' The tech-nique by which we'll [1016] [1017] Underfull \hbox (badness 10000) in paragraph at lines 108143--108149 []\T1/qtm/m/n/10 This is an al-ter-na-tive to pass-ing a spec-i-fi-ca-tion to [ ][]\T1/txtt/m/sl/10 Project.analyze_and_model[][] \T1/qtm/m/n/10 via the Underfull \hbox (badness 10000) in paragraph at lines 108154--108159 \T1/txtt/bx/n/10 datetime_partition_spec \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 D atetimePartitioningSpecification[][]\T1/qtm/m/n/10 ) ^^U [1018] [1019] Underfull \hbox (badness 6364) in paragraph at lines 108358--108361 []\T1/txtt/bx/n/10 consider_blenders_in_recommendation \T1/qtm/m/n/10 (\T1/txtt /m/n/10 Optional[bool]\T1/qtm/m/n/10 ) ^^U (New in ver-sion [1020] Underfull \hbox (badness 10000) in paragraph at lines 108429--108435 []\T1/txtt/bx/n/10 fairness_metrics_set \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Optiona l[str].\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.24) Met- Underfull \hbox (badness 10000) in paragraph at lines 108429--108435 \T1/qtm/m/n/10 ric to use for cal-cu-lat-ing fair-ness. Can be one of \T1/txtt/ m/n/10 proportionalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 108448--108455 []\T1/txtt/bx/n/10 bias_mitigation_technique \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Op tional[str]\T1/qtm/m/n/10 ) ^^U One of Underfull \hbox (badness 10000) in paragraph at lines 108448--108455 \T1/qtm/m/n/10 datarobot.enums.BiasMitigationTechnique Op-tions: - `pre-pro-ces s-in-gReweigh-ing' - Underfull \hbox (badness 6741) in paragraph at lines 108463--108465 []\T1/txtt/bx/n/10 default_monotonic_increasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned Underfull \hbox (badness 6741) in paragraph at lines 108467--108469 []\T1/txtt/bx/n/10 default_monotonic_decreasing_featurelist_id \T1/qtm/m/n/10 ( \T1/txtt/m/n/10 Optional[str]\T1/qtm/m/n/10 ) ^^U Re-turned [1021] Underfull \hbox (badness 10000) in paragraph at lines 108512--108516 []\T1/txtt/bx/n/10 number_of_incremental_learning_iterations_before_best_model_ selection [1022] [1023] Underfull \hbox (badness 10000) in paragraph at lines 108921--108924 []\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 108931--108934 []\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 , [1024] Underfull \hbox (badness 10000) in paragraph at lines 108942--108945 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 108942--108945 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1025] Underfull \hbox (badness 6927) in paragraph at lines 109059--109062 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1026] [1027] Underfull \hbox (badness 10000) in paragraph at lines 109233--109238 []\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 , [1028] Underfull \hbox (badness 10000) in paragraph at lines 109375--109377 []\T1/txtt/bx/n/10 time_unit \T1/qtm/m/n/10 (\T1/txtt/m/n/10 string\T1/qtm/m/n/ 10 ) ^^U Time step unit, valid op-tions are val-ues from [1029] Underfull \hbox (badness 10000) in paragraph at lines 109454--109457 []\T1/txtt/bx/n/10 autopilot_data_selection_method \T1/qtm/m/n/10 (\T1/txtt/m/n /10 str\T1/qtm/m/n/10 ) ^^U one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 7133) in paragraph at lines 109454--109457 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Whethe r mod-els cre-ated by the [1030] [1031] Underfull \hbox (badness 6927) in paragraph at lines 109627--109630 []\T1/txtt/bx/n/10 periodicities \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m /n/10 of [][]\T1/txtt/m/sl/10 Periodicity[][]\T1/qtm/m/n/10 , \T1/qtm/m/it/10 o p-tional\T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.9) a [1032] [1033] [1034] [1035] [1036] Underfull \hbox (badness 10000) in paragraph at lines 110274--110277 []\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 110274--110277 \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. [1037] [1038] Underfull \hbox (badness 5741) in paragraph at lines 110493--110501 \T1/qtm/m/n/10 and \T1/txtt/m/n/10 validation_duration\T1/qtm/m/n/10 ). If \T1/ txtt/m/n/10 True\T1/qtm/m/n/10 , will use a start/end date ap-proach for [1039] [1040] [1041] [1042] [1043] [1044] [1045] [1046] Underfull \hbox (badness 10000) in paragraph at lines 111742--111744 []\T1/txtt/bx/n/10 backtests \T1/qtm/m/n/10 (\T1/txtt/m/n/10 list \T1/qtm/m/n/1 0 of \T1/txtt/m/n/10 dicts containing validation_start_date \T1/qtm/m/n/10 and [1047] [1048] [1049] [1050] [1051] [1052] [1053] [1054] Chapter 49. [1055] Underfull \vbox (badness 10000) detected at line 112662 [1056] Underfull \hbox (badness 10000) in paragraph at lines 112743--112747 []\T1/txtt/bx/n/10 shap_warnings \T1/qtm/m/n/10 ([][]\T1/txtt/m/sl/10 list[][]\ T1/qtm/m/n/10 ) ^^U (New in ver-sion v2.21) Will Underfull \hbox (badness 10000) in paragraph at lines 112743--112747 \T1/qtm/m/n/10 be present if \T1/txtt/m/n/10 explanation_algorithm \T1/qtm/m/n/ 10 was set to [1057] [1058] [1059] [1060] Chapter 50. [1061] [1062] Underfull \hbox (badness 7099) in paragraph at lines 113437--113440 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1063] Underfull \hbox (badness 7099) in paragraph at lines 113479--113482 []\T1/txtt/bx/n/10 entity \T1/qtm/m/n/10 (\T1/txtt/m/n/10 Union[UseCaseReferenc eEntity\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Project\T1/qtm/m/n/10 , \T1/txtt/m/n/10 Dataset\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 Application[][]\T1/qtm/m/n/10 , [1064] [1065] [1066] [1067] [1068] Chapter 51. Underfull \hbox (badness 10000) in paragraph at lines 113905--113907 \T1/txtt/m/n/10 share_recipient_type=SHARING_RECIPIENT_TYPE.ORGANIZATION \T1/qt m/m/n/10 or \T1/txtt/m/n/10 SHARING_RECIPIENT_TYPE. [1069] [1070] Underfull \hbox (badness 10000) in paragraph at lines 114059--114061 []\T1/qtm/m/n/10 Fixed an is-sue which caused an er-ror when Fea-ture Lists had an empty de-scrip-tion in Underfull \hbox (badness 10000) in paragraph at lines 114063--114065 []\T1/qtm/m/n/10 Fixed de-se-ri-al-iza-tion of \T1/txtt/m/n/10 ProjectOptions \ T1/qtm/m/n/10 when load-ing project op-tions from the server: Underfull \hbox (badness 10000) in paragraph at lines 114063--114065 \T1/txtt/m/n/10 feature_engineering_prediction_point\T1/qtm/m/n/10 , \T1/txtt/m /n/10 user_partition_col\T1/qtm/m/n/10 , and each en-try in [1071] [1072] Underfull \hbox (badness 10000) in paragraph at lines 114312--114315 []\T1/qtm/m/n/10 Added ini-tial sup-port for DataRobot file sys-tem and Files A PI with fsspec im-ple-men-ta-tion [1073] Underfull \hbox (badness 10000) in paragraph at lines 114389--114392 []\T1/qtm/m/n/10 Added sup-port for ex-ter-nal OAuth provider cre-den-tials, in -clud-ing the new \T1/txtt/m/n/10 CredentialTypes. Underfull \hbox (badness 10000) in paragraph at lines 114389--114392 \T1/txtt/m/n/10 EXTERNAL_OAUTH_PROVIDER \T1/qtm/m/n/10 enum value and the cre-a tion helper \T1/txtt/m/n/10 Credential. [1074] Underfull \hbox (badness 10000) in paragraph at lines 114508--114510 []\T1/qtm/m/n/10 Up-dated [][]\T1/txtt/m/sl/10 MetricInsights.list[][] \T1/qtm/ m/n/10 to add ad-di-tional pa-ram-e-ters \T1/txtt/m/n/10 with_aggregation_types _only\T1/qtm/m/n/10 , Underfull \hbox (badness 7081) in paragraph at lines 114524--114526 []\T1/qtm/m/n/10 Made \T1/txtt/m/n/10 variables \T1/qtm/m/n/10 pa-ram-e-ter op- tional in [][]\T1/txtt/m/sl/10 PromptTemplateVersion.create[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/10 PromptTemplate. [1075] Underfull \hbox (badness 10000) in paragraph at lines 114612--114614 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for recipe cre-ation meth-ods [][] \T1/txtt/m/sl/10 Recipe.from_dataset[][] \T1/qtm/m/n/10 and [][]\T1/txtt/m/sl/1 0 Recipe. Underfull \hbox (badness 10000) in paragraph at lines 114616--114618 []\T1/qtm/m/n/10 Im-proved doc-u-men-ta-tion for the recipe in-put wrap-per cla sses [][]\T1/txtt/m/sl/10 RecipeDatasetInput[][] \T1/qtm/m/n/10 and [1076] Underfull \hbox (badness 8038) in paragraph at lines 114708--114710 []\T1/qtm/m/n/10 Up-dated \T1/txtt/m/n/10 CustomTemplate.list \T1/qtm/m/n/10 to ac-cept ad-di-tional pa-ram-e-ters for \T1/txtt/m/n/10 publisher\T1/qtm/m/n/10 , \T1/txtt/m/n/10 category\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 114744--114746 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 retrieval_mode \ T1/qtm/m/n/10 and \T1/txtt/m/n/10 maximal_marginal_relevance_lambda \T1/qtm/m/n /10 to [1077] Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ters \T1/txtt/m/n/10 vector_database_ default_prediction_server_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 \T1/txtt/m/n/10 vector_database_prediction_environment_id\T1/qtm/m/n/10 , \T1/t xtt/m/n/10 vector_database_maximum_memory\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 \T1/txtt/m/n/10 vector_database_resource_bundle_id\T1/qtm/m/n/10 , \T1/txtt/m/n /10 vector_database_replicas\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 114843--114845 \T1/txtt/m/n/10 vector_database_network_egress_policy \T1/qtm/m/n/10 to [][]\T1 /txtt/m/sl/10 LLMBlueprint.register_custom_model[][] \T1/qtm/m/n/10 to al-low [1078] [1079] Overfull \hbox (1.74904pt too wide) in paragraph at lines 114990--114992 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chunk_definition_ id \T1/qtm/m/n/10 in [][]\T1/txtt/m/sl/10 Model.start_incremental_learning_from _sample[][] Underfull \hbox (badness 10000) in paragraph at lines 115039--115041 []\T1/qtm/m/n/10 Ex-tended [][]\T1/txtt/m/sl/10 VectorDatabase.create[][] \T1/q tm/m/n/10 to sup-port an ad-di-tional meta-data dataset via in-put params [1080] Underfull \hbox (badness 10000) in paragraph at lines 115076--115078 []\T1/qtm/m/n/10 Fixed [][]\T1/txtt/m/sl/10 PlaygroundOOTBMetricConfiguration.c reate[][] \T1/qtm/m/n/10 by us-ing the right pay-load for [1081] Underfull \hbox (badness 10000) in paragraph at lines 115251--115253 []\T1/qtm/m/n/10 Added new at-tributes \T1/txtt/m/n/10 prediction_point\T1/qtm/ m/n/10 , \T1/txtt/m/n/10 relationships_configuration_id \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 115299--115301 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude pa-ram-e-ter: `fea- [1082] Underfull \hbox (badness 10000) in paragraph at lines 115311--115314 []\T1/qtm/m/n/10 Added \T1/txtt/m/n/10 NonChatAwareCustomModelValidation \T1/qt m/m/n/10 as the base class for Underfull \hbox (badness 8151) in paragraph at lines 115311--115314 [][]\T1/txtt/m/sl/10 CustomModelVectorDatabaseValidation[][] \T1/qtm/m/n/10 and \T1/txtt/m/n/10 CustomModelEmbeddingValidation\T1/qtm/m/n/10 . In con-trast, Underfull \hbox (badness 10000) in paragraph at lines 115316--115318 []\T1/qtm/m/n/10 Added op-tional pa-ram-e-ter \T1/txtt/m/n/10 chat_model_id \T1 /qtm/m/n/10 to [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][] \T1/qtm /m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 115386--115388 []\T1/qtm/m/n/10 Fixed a Use Case query pa-ram-e-ter name in \T1/txtt/m/n/10 Cu stomModelLLMValidation.list\T1/qtm/m/n/10 , [1083] Underfull \hbox (badness 10000) in paragraph at lines 115399--115401 []\T1/qtm/m/n/10 Method [][]\T1/txtt/m/sl/10 CustomModelLLMValidation.create[][ ] \T1/qtm/m/n/10 no longer re-quires the \T1/txtt/m/n/10 prompt_column_name \T1 /qtm/m/n/10 and [1084] [1085] [1086] Underfull \hbox (badness 10000) in paragraph at lines 115811--115814 []\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 115877--115879 []\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 [1087] Underfull \hbox (badness 10000) in paragraph at lines 115955--115957 []\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 115964--115971 []\T1/qtm/m/n/10 Fixed field in [][]\T1/txtt/m/sl/10 CustomTaskVersion[][] \T1/ qtm/m/n/10 for con-trol-ling net-work poli-cies. This is changed from Underfull \hbox (badness 10000) in paragraph at lines 115991--115993 []\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. [1088] Underfull \hbox (badness 10000) in paragraph at lines 116011--116013 []\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 116073--116075 []\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' [1089] Underfull \hbox (badness 10000) in paragraph at lines 116136--116139 []\T1/txtt/m/n/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template [1090] Underfull \hbox (badness 10000) in paragraph at lines 116307--116310 []\T1/qtm/m/n/10 Added a new class \T1/txtt/m/n/10 SyntheticEvaluationDataset \ T1/qtm/m/n/10 for syn-thetic dataset gen-er-a-tion. Use [1091] Underfull \hbox (badness 10000) in paragraph at lines 116437--116439 []\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 [1092] Underfull \hbox (badness 10000) in paragraph at lines 116576--116580 []\T1/qtm/m/n/10 Ex-tended the ad-vanced op-tions avail-able when set-ting a ta r-get to in-clude new pa-ram-e-ter: [1093] Underfull \hbox (badness 10000) in paragraph at lines 116656--116658 [][][]\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 [1094] Underfull \hbox (badness 10000) in paragraph at lines 116731--116734 []\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 116731--116734 \T1/txtt/m/sl/10 score_with_leaderboard_model[][] \T1/qtm/m/n/10 and [][]\T1/tx tt/m/sl/10 BatchPredictionJob.score[][] \T1/qtm/m/n/10 that au-to-mat-i-cally a s-signs the Underfull \hbox (badness 10000) in paragraph at lines 116803--116805 []\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. [1095] Underfull \hbox (badness 10000) in paragraph at lines 116963--116965 []\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. [1096] [1097] [1098] Underfull \hbox (badness 10000) in paragraph at lines 117318--117320 []\T1/qtm/m/n/10 Added new meth-ods to the class \T1/txtt/m/n/10 Notebook \T1/q tm/m/n/10 which in-cludes \T1/txtt/m/n/10 Notebook.run \T1/qtm/m/n/10 and \T1/t xtt/m/n/10 Notebook. [1099] [1100] Underfull \hbox (badness 10000) in paragraph at lines 117545--117547 \T1/qtm/m/n/10 All in-ter-ac-tions with \T1/txtt/m/n/10 Project.advanced_option s \T1/qtm/m/n/10 should be ex-pected to be through the [1101] [1102] [1103] [1104] Underfull \hbox (badness 10000) in paragraph at lines 118002--118004 []\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 118006--118008 []\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 118010--118012 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var [1105] Underfull \hbox (badness 10000) in paragraph at lines 118185--118187 []\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 118209--118211 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1106] [1107] Underfull \hbox (badness 10000) in paragraph at lines 118338--118341 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata() \T1/qtm/m/n/10 has b een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 118348--118351 []\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 118363--118366 []\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 118368--118371 []\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. [1108] Underfull \hbox (badness 10000) in paragraph at lines 118530--118534 []\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 118530--118534 [][]\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 118536--118541 []\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 118536--118541 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1109] Underfull \hbox (badness 10000) in paragraph at lines 118646--118648 []\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 [1110] [1111] [1112] Underfull \hbox (badness 10000) in paragraph at lines 118931--118934 []\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 118936--118938 []\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 119019--119021 [][][]\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 119023--119025 [][][]\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 [1113] Underfull \hbox (badness 6364) in paragraph at lines 119055--119057 []\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. [1114] Underfull \hbox (badness 10000) in paragraph at lines 119178--119185 []\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 119178--119185 [][]\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 [1115] Underfull \hbox (badness 10000) in paragraph at lines 119378--119380 []\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 119396--119399 []\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 [1116] [1117] Underfull \hbox (badness 10000) in paragraph at lines 119648--119651 []\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 , [1118] Underfull \hbox (badness 6268) in paragraph at lines 119749--119752 []\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 119784--119788 []\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 [1119] Underfull \hbox (badness 10000) in paragraph at lines 119794--119802 []\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 119794--119802 \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 119794--119802 \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 119794--119802 \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 119794--119802 \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 119794--119802 [][]\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. [1120] Underfull \hbox (badness 10000) in paragraph at lines 119944--119947 []\T1/qtm/m/n/10 Fix [][]\T1/txtt/m/sl/10 datarobot.CustomTaskVersion[][] \T1/q tm/m/n/10 and [][]\T1/txtt/m/sl/10 datarobot.CustomModelVersion[][] \T1/qtm/m/n /10 to cor-rectly for-mat Underfull \hbox (badness 10000) in paragraph at lines 120020--120023 []\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. [1121] [1122] Underfull \hbox (badness 10000) in paragraph at lines 120265--120268 []\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 120270--120273 []\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. [1123] Underfull \hbox (badness 7907) in paragraph at lines 120441--120446 []\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: [1124] Underfull \hbox (badness 10000) in paragraph at lines 120483--120486 []\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 120559--120564 []\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 120559--120564 \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. [1125] Underfull \hbox (badness 10000) in paragraph at lines 120584--120592 [][]\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 120584--120592 \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 120660--120663 []\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 120665--120671 []\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 120665--120671 \T1/txtt/m/sl/10 FeatureAssociationMatrixDetails[][] \T1/qtm/m/n/10 and [][]\T1 /txtt/m/sl/10 datarobot.models.FeatureAssociationFeaturelists[][] [1126] Underfull \hbox (badness 10000) in paragraph at lines 120695--120702 []\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 120695--120702 \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 , [1127] Underfull \hbox (badness 8170) in paragraph at lines 120831--120834 []\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 120836--120839 \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 [1128] Underfull \hbox (badness 10000) in paragraph at lines 120919--120924 []\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 120944--120946 []\T1/qtm/m/n/10 Class \T1/txtt/m/n/10 FeatureEngineeringGraph \T1/qtm/m/n/10 h as been re-moved. Use [][]\T1/txtt/m/sl/10 datarobot.models. Underfull \hbox (badness 10000) in paragraph at lines 121023--121027 []\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 [1129] Underfull \hbox (badness 10000) in paragraph at lines 121066--121069 []\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: [1130] Underfull \hbox (badness 10000) in paragraph at lines 121209--121218 []\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 121220--121227 []\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. [1131] [1132] Underfull \hbox (badness 10000) in paragraph at lines 121411--121415 []\T1/qtm/m/n/10 Batch Pre-dic-tion jobs now sup-port scor-ing to Azure and Goo gle Cloud Stor-age with meth-ods Underfull \hbox (badness 8132) in paragraph at lines 121449--121454 []\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 121469--121473 []\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 121469--121473 [][]\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 121493--121495 []\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 . [1133] [1134] Underfull \hbox (badness 10000) in paragraph at lines 121737--121741 []\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. [1135] Underfull \hbox (badness 10000) in paragraph at lines 121810--121812 []\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 121810--121812 [][]\T1/txtt/m/sl/10 Deployment.get_prediction_intervals_settings[][] \T1/qtm/m /n/10 and [][]\T1/txtt/m/sl/10 Deployment. Overfull \hbox (7.70421pt too wide) in paragraph at lines 121843--121845 []\T1/qtm/m/n/10 Re-gres-sion de-ploy-ments now sup-port :ref:\T1/txtt/m/n/10 p rediction warnings\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 121863--121866 []\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. [1136] Underfull \hbox (badness 7925) in paragraph at lines 121900--121902 []\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 121908--121913 []\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 [1137] Underfull \hbox (badness 10000) in paragraph at lines 121999--122001 []\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 121999--122001 \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 [1138] Underfull \hbox (badness 7451) in paragraph at lines 122088--122091 []\T1/qtm/m/n/10 When [][]\T1/txtt/m/sl/10 specifying datetime partitioning[][] \T1/qtm/m/n/10 set-tings , :ref:\T1/txtt/m/n/10 time series \T1/ qtm/m/n/10 projects Underfull \hbox (badness 10000) in paragraph at lines 122088--122091 \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 [1139] [1140] Underfull \hbox (badness 10000) in paragraph at lines 122295--122304 []\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 122295--122304 [][]\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 122334--122336 [][][]\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 [1141] Underfull \hbox (badness 10000) in paragraph at lines 122456--122459 []\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 122475--122480 []\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 122475--122480 \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. [1142] Underfull \hbox (badness 10000) in paragraph at lines 122506--122510 []\T1/qtm/m/n/10 New \T1/txtt/m/n/10 number_of_known_in_advance_features \T1/qt m/m/n/10 at-tribute has been added to the [][]\T1/txtt/m/sl/10 datarobot. Underfull \hbox (badness 10000) in paragraph at lines 122599--122607 []\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 122599--122607 \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 [1143] Underfull \hbox (badness 10000) in paragraph at lines 122622--122625 []\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 122632--122634 []\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 122674--122678 [][][]\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. [1144] Underfull \hbox (badness 10000) in paragraph at lines 122791--122795 []\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 122791--122795 \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 122811--122815 []\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. [1145] Underfull \hbox (badness 5302) in paragraph at lines 122837--122841 \T1/qtm/m/n/10 re-cated and will be re-moved in 2.14. Use [][]\T1/txtt/m/sl/10 datarobot.DatetimePartitioningSpecification. [1146] [1147] Underfull \hbox (badness 10000) in paragraph at lines 123111--123114 []\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. [1148] [1149] Underfull \hbox (badness 10000) in paragraph at lines 123304--123306 []\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, [1150] Underfull \hbox (badness 10000) in paragraph at lines 123408--123412 []\T1/qtm/m/n/10 (Only rel-e-vant for on-premise users with a Stan-dalone Scor- ing clus-ter.) Meth-ods [1151] Underfull \hbox (badness 6268) in paragraph at lines 123523--123527 []\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. [1152] [1153] Underfull \hbox (badness 10000) in paragraph at lines 123659--123661 []\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. [1154] [1155] [1156] Underfull \hbox (badness 6016) in paragraph at lines 124002--124006 []\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 124022--124027 []\T1/qtm/m/n/10 If a \T1/txtt/m/n/10 ClientError \T1/qtm/m/n/10 or \T1/txtt/m/ n/10 ServerError \T1/qtm/m/n/10 oc-curs dur-ing a call to \T1/txtt/m/n/10 Proje ct.from_async\T1/qtm/m/n/10 , then a Underfull \hbox (badness 10000) in paragraph at lines 124093--124096 []\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 [1157] [1158] [1159] [1160] (./datarobot-public-api-client.ind [1161] [1162] [1163] Underfull \hbox (badness 10000) in paragraph at lines 84--86 []\T1/txtt/m/n/10 assign_environment() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobo t.models.notebooks.execution_environment.ExecutionEnvironment class Underfull \hbox (badness 5548) in paragraph at lines 130--132 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverBatch prop-erty\T1/qtm/ m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 132--134 []\T1/txtt/m/n/10 bucket_sample_sizes \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot .models.deployment.custom_metrics.CustomMetricValuesOverTime prop-erty\T1/qtm/m /n/10 ), [1164] [1165] Underfull \hbox (badness 10000) in paragraph at lines 296--298 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.BlenderModel method\T1/qtm/m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 304--306 []\T1/txtt/m/n/10 continue_incremental_learning_from_incremental_model() \T1/qt m/m/n/10 (\T1/qtm/m/it/10 datarobot.models.RatingTableModel [1166] Underfull \hbox (badness 10000) in paragraph at lines 382--384 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_configuration.EvaluationDatasetConfiguration class Underfull \hbox (badness 10000) in paragraph at lines 384--386 []\T1/txtt/m/n/10 create() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 datarobot.models.gen ai.evaluation_dataset_metric_aggregation.EvaluationDatasetMetricAggregation Underfull \hbox (badness 10000) in paragraph at lines 404--406 []\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 [1167] [1168] [1169] [1170] [1171] Underfull \hbox (badness 10000) in paragraph at lines 783--785 []\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 [1172] [1173] Overfull \hbox (6.44446pt too wide) in paragraph at lines 969--971 []\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 ), [1174] Underfull \hbox (badness 10000) in paragraph at lines 1058--1060 []\T1/txtt/m/n/10 find_anomalous_regions() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 data robot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview [1175] [1176] [1177] [1178] [1179] [1180] Underfull \hbox (badness 10000) in paragraph at lines 1581--1583 []\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 1583--1585 []\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 [1181] Overfull \hbox (51.0944pt too wide) in paragraph at lines 1666--1668 []\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 1685--1687 []\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 [1182] [1183] [1184] [1185] [1186] Underfull \hbox (badness 10000) in paragraph at lines 2147--2149 []\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 [1187] Underfull \hbox (badness 10000) in paragraph at lines 2291--2293 []\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- [1188] [1189] [1190] [1191] Underfull \hbox (badness 10000) in paragraph at lines 2547--2549 []\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 2554--2556 []\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 [1192] [1193] Overfull \hbox (33.2344pt too wide) in paragraph at lines 2705--2707 []\T1/txtt/m/n/10 new_custom_model_version_with_config() \T1/qtm/m/n/10 (\T1/qt m/m/it/10 datarobot.models.moderation.model_version_update.ModelVersionUpdate [1194] [1195] [1196] [1197] [1198] [1199] [1200] [1201] [1202] [1203] [1204] Underfull \hbox (badness 7722) in paragraph at lines 3748--3750 []\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 [1205]) [1206] (./datarobot-public-api-client.aux) ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/fontawesome5/fa5free2.enc}{/usr/share/texmf/fonts/enc/dvips /tex-gyre/q-ec.enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc}{/usr/s hare/texmf/fonts/enc/dvips/tex-gyre/q-ec-sc.enc}{/usr/share/texlive/texmf-dist/ fonts/enc/dvips/fontawesome5/fa5free1.enc}{/usr/share/texlive/texmf-dist/fonts/ enc/dvips/base/8r.enc} Output written on datarobot-public-api-client.pdf (1214 pages, 5065856 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Collected error summary (may duplicate other messages): pdflatex: Command for 'pdflatex' gave return code 1 Refer to 'datarobot-public-api-client.log' for details Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: Errors, in force_mode: so I tried finishing targets