Read the Docs build information Build id: 2410131 Project: datarobot-public-api-client Version: early-access Commit: 54990b814e2ca002b3ab5e464cd49bd50bf18ed1 Date: 2024-08-12T17:30:41.541342Z State: finished Success: True [rtd-command-info] start-time: 2024-08-12T17:32:50.941990Z, end-time: 2024-08-12T17:32:54.280935Z, duration: 3, exit-code: 0 git clone --depth 1 git@github.com:datarobot/public_api_client.git . Cloning into '.'... Warning: Permanently added 'github.com' (ED25519) to the list of known hosts. [rtd-command-info] start-time: 2024-08-12T17:32:54.364092Z, end-time: 2024-08-12T17:32:55.805139Z, duration: 1, 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. [rtd-command-info] start-time: 2024-08-12T17:32:55.950622Z, end-time: 2024-08-12T17:32:56.641139Z, duration: 0, exit-code: 0 git checkout --force 54990b814e2ca002b3ab5e464cd49bd50bf18ed1 Note: switching to '54990b814e2ca002b3ab5e464cd49bd50bf18ed1'. 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 54990b8 [DSX-3582] remove dr community references (#3238) [rtd-command-info] start-time: 2024-08-12T17:32:56.713760Z, end-time: 2024-08-12T17:32:56.777523Z, 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: "3.8" [rtd-command-info] start-time: 2024-08-12T17:33:02.934967Z, end-time: 2024-08-12T17:33:03.015371Z, duration: 0, exit-code: 0 asdf global python 3.8.19 [rtd-command-info] start-time: 2024-08-12T17:33:03.449126Z, end-time: 2024-08-12T17:33:04.571985Z, duration: 1, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.8.19.final.0-64 in 774ms creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access, clear=False, no_vcs_ignore=False, global=False) seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv) added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator [rtd-command-info] start-time: 2024-08-12T17:33:04.644840Z, end-time: 2024-08-12T17:33:17.489710Z, duration: 12, exit-code: 0 python -m pip install --upgrade --no-cache-dir pip setuptools Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages (23.1) Collecting pip Downloading pip-24.2-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 16.8 MB/s eta 0:00:00 Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages (67.6.1) Collecting setuptools Downloading setuptools-72.1.0-py3-none-any.whl (2.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.3/2.3 MB 71.4 MB/s eta 0:00:00 Installing collected packages: setuptools, pip Attempting uninstall: setuptools Found existing installation: setuptools 67.6.1 Uninstalling setuptools-67.6.1: Successfully uninstalled setuptools-67.6.1 Attempting uninstall: pip Found existing installation: pip 23.1 Uninstalling pip-23.1: Successfully uninstalled pip-23.1 Successfully installed pip-24.2 setuptools-72.1.0 [rtd-command-info] start-time: 2024-08-12T17:33:17.563324Z, end-time: 2024-08-12T17:33:26.013563Z, duration: 8, exit-code: 0 python -m pip install --upgrade --no-cache-dir sphinx readthedocs-sphinx-ext Collecting sphinx Downloading sphinx-7.1.2-py3-none-any.whl.metadata (5.8 kB) Collecting readthedocs-sphinx-ext Downloading readthedocs_sphinx_ext-2.2.5-py2.py3-none-any.whl.metadata (1.5 kB) Collecting sphinxcontrib-applehelp (from sphinx) Downloading sphinxcontrib_applehelp-1.0.4-py3-none-any.whl.metadata (2.7 kB) Collecting sphinxcontrib-devhelp (from sphinx) Downloading sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl.metadata (1.4 kB) Collecting sphinxcontrib-jsmath (from sphinx) Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl.metadata (1.4 kB) Collecting sphinxcontrib-htmlhelp>=2.0.0 (from sphinx) Downloading sphinxcontrib_htmlhelp-2.0.1-py3-none-any.whl.metadata (2.8 kB) Collecting sphinxcontrib-serializinghtml>=1.1.5 (from sphinx) 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urllib3-2.2.2-py3-none-any.whl (121 kB) Downloading zipp-3.20.0-py3-none-any.whl (9.4 kB) Installing collected packages: snowballstemmer, pytz, zipp, urllib3, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, requests, Jinja2, importlib-metadata, sphinx, readthedocs-sphinx-ext Successfully installed Jinja2-3.1.4 MarkupSafe-2.1.5 Pygments-2.18.0 alabaster-0.7.13 babel-2.16.0 certifi-2024.7.4 charset-normalizer-3.3.2 docutils-0.20.1 idna-3.7 imagesize-1.4.1 importlib-metadata-8.2.0 packaging-24.1 pytz-2024.1 readthedocs-sphinx-ext-2.2.5 requests-2.32.3 snowballstemmer-2.2.0 sphinx-7.1.2 sphinxcontrib-applehelp-1.0.4 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.1 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 sphinxcontrib-serializinghtml-1.1.5 urllib3-2.2.2 zipp-3.20.0 [rtd-command-info] start-time: 2024-08-12T17:33:26.108683Z, end-time: 2024-08-12T17:34:16.875019Z, duration: 50, exit-code: 0 python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[dev] Processing /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Preparing metadata (pyproject.toml): finished with status 'done' Collecting pandas>=0.15 (from datarobot==3.6.0b0) Downloading pandas-2.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (18 kB) Collecting numpy (from datarobot==3.6.0b0) Downloading numpy-1.24.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (5.6 kB) Collecting pyyaml>=3.11 (from datarobot==3.6.0b0) Downloading PyYAML-6.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.1 kB) Requirement already satisfied: requests>=2.28.1 in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages (from datarobot==3.6.0b0) (2.32.3) Collecting requests-toolbelt>=0.6 (from datarobot==3.6.0b0) Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl.metadata (14 kB) Collecting trafaret!=1.1.0,<2.2,>=0.7 (from datarobot==3.6.0b0) Downloading trafaret-2.1.1-py3-none-any.whl.metadata (5.3 kB) Collecting urllib3<2.0.0,>=1.23 (from datarobot==3.6.0b0) Downloading urllib3-1.26.19-py2.py3-none-any.whl.metadata (49 kB) Collecting typing-extensions<5,>=4.3.0 (from datarobot==3.6.0b0) Downloading typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB) Collecting mypy-extensions<2,>=0.4.0 (from datarobot==3.6.0b0) Downloading mypy_extensions-1.0.0-py3-none-any.whl.metadata (1.1 kB) Collecting strenum>=0.4.15 (from datarobot==3.6.0b0) Downloading StrEnum-0.4.15-py3-none-any.whl.metadata (5.3 kB) Collecting pytest==7.1.2 (from datarobot==3.6.0b0) Downloading pytest-7.1.2-py3-none-any.whl.metadata (7.8 kB) Collecting pytest-cov (from datarobot==3.6.0b0) Downloading pytest_cov-5.0.0-py3-none-any.whl.metadata (27 kB) Collecting responses==0.21 (from datarobot==3.6.0b0) Downloading responses-0.21.0-py3-none-any.whl.metadata (41 kB) Collecting pytest-asyncio==0.21.1 (from datarobot==3.6.0b0) Downloading pytest_asyncio-0.21.1-py3-none-any.whl.metadata (4.0 kB) Collecting pyarrow (from datarobot==3.6.0b0) Downloading pyarrow-17.0.0-cp38-cp38-manylinux_2_28_x86_64.whl.metadata (3.3 kB) Collecting Pillow==9.2.0 (from datarobot==3.6.0b0) Downloading Pillow-9.2.0-cp38-cp38-manylinux_2_28_x86_64.whl.metadata (8.9 kB) Collecting databricks-connect>=13.0 (from datarobot==3.6.0b0) Downloading databricks_connect-13.0.1-py2.py3-none-any.whl.metadata (6.2 kB) Collecting black==24.4.2 (from datarobot==3.6.0b0) 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types-requests==2.28.11 (from datarobot==3.6.0b0) Downloading types_requests-2.28.11-py3-none-any.whl.metadata (1.2 kB) Collecting types-urllib3==1.26.25 (from datarobot==3.6.0b0) Downloading types_urllib3-1.26.25-py3-none-any.whl.metadata (1.2 kB) Collecting sphinx-rtd-theme==1.0.0 (from datarobot==3.6.0b0) Downloading sphinx_rtd_theme-1.0.0-py2.py3-none-any.whl.metadata (4.3 kB) Collecting nbsphinx==0.8.9 (from datarobot==3.6.0b0) Downloading nbsphinx-0.8.9-py3-none-any.whl.metadata (2.1 kB) Collecting numpydoc==1.4.0 (from datarobot==3.6.0b0) Downloading numpydoc-1.4.0-py3-none-any.whl.metadata (2.2 kB) Collecting jupyter-contrib-nbextensions (from datarobot==3.6.0b0) Downloading jupyter_contrib_nbextensions-0.7.0.tar.gz (23.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 212.4 MB/s eta 0:00:00 Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Collecting sphinx-autodoc-typehints==1.17.1 (from datarobot==3.6.0b0) Downloading 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Downloading uri_template-1.3.0-py3-none-any.whl (11 kB) Downloading arrow-1.3.0-py3-none-any.whl (66 kB) Downloading pycparser-2.22-py3-none-any.whl (117 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-3.6.0b0-py3-none-any.whl size=1087186 sha256=46a3f982a2546b3ea1ebc911a6c877622c59229707401fcd5c0c6f07227913f0 Stored in directory: /tmp/pip-ephem-wheel-cache-jeu29pu7/wheels/6a/02/23/230e2a19d0f1633bdd17ea27bf679e424d1fa2250f3dda62ca Building wheel for jupyter-contrib-nbextensions (setup.py): started Building wheel for jupyter-contrib-nbextensions (setup.py): finished with status 'done' Created wheel for jupyter-contrib-nbextensions: filename=jupyter_contrib_nbextensions-0.7.0-py2.py3-none-any.whl size=23428780 sha256=8be67061b960c0c1de4d6b3a8a26c8c68fad90ed3dc60f6613dde29dfc221c34 Stored in directory: /tmp/pip-ephem-wheel-cache-jeu29pu7/wheels/1a/60/9f/043697d3cd00df43b23bbf4e722366a2abfa68700b6d8411f4 Building wheel for jupyter_contrib_core (setup.py): started Building wheel for jupyter_contrib_core (setup.py): finished with status 'done' Created wheel for jupyter_contrib_core: filename=jupyter_contrib_core-0.4.2-py2.py3-none-any.whl size=17481 sha256=8586da44f05f206911601084a51a122caf40922503ca0fce178234e0575b777f Stored in directory: /tmp/pip-ephem-wheel-cache-jeu29pu7/wheels/c5/75/d2/b881eea79157be355b125d974ec85f88d6e6742acd14387872 Successfully built datarobot jupyter-contrib-nbextensions jupyter_contrib_core Installing collected packages: webencodings, wcwidth, types-urllib3, types-PyYAML, types-pytz, types-python-dateutil, trafaret, strenum, py4j, pure-eval, ptyprocess, pickleshare, jupyter_highlight_selected_word, ipython_genutils, fastjsonschema, backcall, wrapt, websocket-client, webcolors, urllib3, uri-template, tzdata, typing-extensions, types-requests, traitlets, tornado, tomlkit, tomli, tokenize-rt, tinycss2, soupsieve, sniffio, six, send2trash, rpds-py, rfc3986-validator, pyzmq, pyyaml, python-json-logger, pyflakes, pyenchant, pycparser, pycodestyle, pyasn1, py, psutil, protobuf, prompt-toolkit, prometheus-client, pluggy, platformdirs, pkgutil-resolve-name, Pillow, pexpect, pathspec, parso, pandocfilters, overrides, numpy, nest-asyncio, mypy-extensions, mistune, mccabe, lxml, lazy-object-proxy, jupyterlab-pygments, jsonpointer, json5, isort, iniconfig, importlib-resources, h11, grpcio, fqdn, executing, exceptiongroup, docutils, dill, defusedxml, decorator, debugpy, coverage, click, cachetools, attrs, terminado, rsa, rfc3339-validator, referencing, python-dateutil, pytest, pyasn1-modules, pyarrow, mypy, matplotlib-inline, jupyter_core, jedi, httpcore, googleapis-common-protos, flake8, comm, cffi, bleach, black, beautifulsoup4, async-lru, asttokens, astroid, anyio, stack-data, sphinx, responses, requests-toolbelt, pytest-cov, pytest-asyncio, pylint, pandas, jupyter-server-terminals, jupyter-client, jsonschema-specifications, httpx, grpcio-status, google-auth, arrow, argon2-cffi-bindings, sphinxcontrib-spelling, sphinx-rtd-theme, sphinx-autodoc-typehints, numpydoc, jsonschema, isoduration, ipython, datarobot, databricks-sdk, argon2-cffi, nbformat, ipykernel, databricks-connect, nbclient, jupyter-events, nbconvert, nbsphinx, jupyter-server, notebook-shim, jupyterlab-server, jupyter-lsp, jupyterlab, notebook, jupyter_contrib_core, jupyter_nbextensions_configurator, jupyter-contrib-nbextensions Attempting uninstall: urllib3 Found existing installation: urllib3 2.2.2 Uninstalling urllib3-2.2.2: Successfully uninstalled urllib3-2.2.2 Attempting uninstall: docutils Found existing installation: docutils 0.20.1 Uninstalling docutils-0.20.1: Successfully uninstalled docutils-0.20.1 Attempting uninstall: sphinx Found existing installation: Sphinx 7.1.2 Uninstalling Sphinx-7.1.2: Successfully uninstalled Sphinx-7.1.2 Successfully installed Pillow-9.2.0 anyio-4.4.0 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 arrow-1.3.0 astroid-2.13.5 asttokens-2.4.1 async-lru-2.0.4 attrs-24.2.0 backcall-0.2.0 beautifulsoup4-4.12.3 black-24.4.2 bleach-6.1.0 cachetools-5.4.0 cffi-1.17.0 click-8.1.7 comm-0.2.2 coverage-7.6.1 databricks-connect-13.0.1 databricks-sdk-0.29.0 datarobot-3.6.0b0 debugpy-1.8.5 decorator-5.1.1 defusedxml-0.7.1 dill-0.3.8 docutils-0.17.1 exceptiongroup-1.2.2 executing-2.0.1 fastjsonschema-2.20.0 flake8-5.0.4 fqdn-1.5.1 google-auth-2.33.0 googleapis-common-protos-1.63.2 grpcio-1.65.4 grpcio-status-1.65.4 h11-0.14.0 httpcore-1.0.5 httpx-0.27.0 importlib-resources-6.4.0 iniconfig-2.0.0 ipykernel-6.29.5 ipython-8.12.3 ipython_genutils-0.2.0 isoduration-20.11.0 isort-5.10.1 jedi-0.19.1 json5-0.9.25 jsonpointer-3.0.0 jsonschema-4.23.0 jsonschema-specifications-2023.12.1 jupyter-client-8.6.2 jupyter-contrib-nbextensions-0.7.0 jupyter-events-0.10.0 jupyter-lsp-2.2.5 jupyter-server-2.14.2 jupyter-server-terminals-0.5.3 jupyter_contrib_core-0.4.2 jupyter_core-5.7.2 jupyter_highlight_selected_word-0.2.0 jupyter_nbextensions_configurator-0.6.4 jupyterlab-4.2.4 jupyterlab-pygments-0.3.0 jupyterlab-server-2.27.3 lazy-object-proxy-1.10.0 lxml-5.3.0 matplotlib-inline-0.1.7 mccabe-0.7.0 mistune-3.0.2 mypy-1.0.0 mypy-extensions-1.0.0 nbclient-0.10.0 nbconvert-7.16.4 nbformat-5.10.4 nbsphinx-0.8.9 nest-asyncio-1.6.0 notebook-7.2.1 notebook-shim-0.2.4 numpy-1.24.4 numpydoc-1.4.0 overrides-7.7.0 pandas-2.0.3 pandocfilters-1.5.1 parso-0.8.4 pathspec-0.12.1 pexpect-4.9.0 pickleshare-0.7.5 pkgutil-resolve-name-1.3.10 platformdirs-4.2.2 pluggy-1.5.0 prometheus-client-0.20.0 prompt-toolkit-3.0.47 protobuf-5.27.3 psutil-6.0.0 ptyprocess-0.7.0 pure-eval-0.2.3 py-1.11.0 py4j-0.10.9.7 pyarrow-17.0.0 pyasn1-0.6.0 pyasn1-modules-0.4.0 pycodestyle-2.9.1 pycparser-2.22 pyenchant-3.2.2 pyflakes-2.5.0 pylint-2.15.0 pytest-7.1.2 pytest-asyncio-0.21.1 pytest-cov-5.0.0 python-dateutil-2.9.0.post0 python-json-logger-2.0.7 pyyaml-6.0.2 pyzmq-26.1.0 referencing-0.35.1 requests-toolbelt-1.0.0 responses-0.21.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rpds-py-0.20.0 rsa-4.9 send2trash-1.8.3 six-1.16.0 sniffio-1.3.1 soupsieve-2.5 sphinx-5.3.0 sphinx-autodoc-typehints-1.17.1 sphinx-rtd-theme-1.0.0 sphinxcontrib-spelling-8.0.0 stack-data-0.6.3 strenum-0.4.15 terminado-0.18.1 tinycss2-1.3.0 tokenize-rt-6.0.0 tomli-2.0.1 tomlkit-0.13.0 tornado-6.4.1 trafaret-2.1.1 traitlets-5.14.3 types-PyYAML-6.0.12 types-python-dateutil-2.8.19 types-pytz-2022.2.1.0 types-requests-2.28.11 types-urllib3-1.26.25 typing-extensions-4.12.2 tzdata-2024.1 uri-template-1.3.0 urllib3-1.26.19 wcwidth-0.2.13 webcolors-24.8.0 webencodings-0.5.1 websocket-client-1.8.0 wrapt-1.16.0 [rtd-command-info] start-time: 2024-08-12T17:34:18.097578Z, end-time: 2024-08-12T17:34:18.157484Z, duration: 0, exit-code: 0 cat sdk_docs/conf.py # # Copyright 2021 DataRobot, Inc. and its affiliates. # # All rights reserved. # # DataRobot, Inc. # # This is proprietary source code of DataRobot, Inc. and its # affiliates. # # Released under the terms of DataRobot Tool and Utility Agreement. # # DataRobot Python API documentation build configuration file, created by # sphinx-quickstart on Mon Mar 16 10:50:19 2015. # # This file is execfile()d with the current directory set to its containing dir. # # Note that not all possible configuration values are present in this # autogenerated file. # # All configuration values have a default; values that are commented out # serve to show the default. import os import shutil import sys from zipfile import ZipFile import sphinx_rtd_theme 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 "b" in version: # mainline quarterly releases never have the beta "b" in the version, only internal & weekly do tags.add("include_experimental_docs") # Copy the changelog to the docs directory so sphinx will include it root_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__))) changelog_path = os.path.join(root_dir, "CHANGES.rst") dest_path = os.path.join(root_dir, "sdk_docs", "CHANGES.rst") assert os.path.isfile(changelog_path) shutil.copyfile(changelog_path, dest_path) # Create a zip file of the example resources (csv, py, ipynb) # so that it can be included it as a download within the HTML docs files_to_zip = [] for root, _, files in os.walk("examples"): basename = os.path.basename(root) # skip "hidden" directories like notebook autosaves and _build if not basename.startswith("_") and not basename.startswith("."): for file in files: name, ext = os.path.splitext(file) ext_lower = ext.lower() if ext_lower in [".csv", ".xls", ".xlsx", ".ipynb", ".py"]: files_to_zip.append(os.path.join(root, file)) with ZipFile("datarobot_examples.zip", "w") as examples_zip: for file in files_to_zip: examples_zip.write(file) # -- General configuration ----------------------------------------------------- # If your documentation needs a minimal Sphinx version, state it here. # needs_sphinx = '1.0' # Add any Sphinx extension module names here, as strings. They can be extensions # coming with Sphinx (named 'sphinx.ext.*') or your custom ones. extensions = [ "sphinxcontrib.spelling", "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.doctest", "numpydoc", "nbsphinx", "sphinx_autodoc_typehints", ] # make warnings go away- as advised by # https://github.com/phn/pytpm/issues/3#issuecomment-12133978 numpydoc_show_class_members = False nbsphinx_execute = "never" # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] # The suffix of source filenames. source_suffix = ".rst" # Showing automatically documented members in same order as they are in source autodoc_member_order = "bysource" # The encoding of source files. # source_encoding = 'utf-8-sig' # The master toctree document. master_doc = "index" # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the # built documents. # # Thes are both the full X.Y.Z version, including alpha/beta/rc tags. # We think Sphinx probably wants both to be defined. release = version project = "DataRobot Python Client" copyright = "2019, DataRobot, Inc" # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. # language = None # There are two options for replacing |today|: either, you set today to some # non-false value, then it is used: # today = '' # Else, today_fmt is used as the format for a strftime call. # today_fmt = '%B %d, %Y' # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. exclude_patterns = ["_build", "**/.ipynb_checkpoints"] # The reST default role (used for this markup: `text`) to use for all documents. # default_role = None # If true, '()' will be appended to :func: etc. cross-reference text. # add_function_parentheses = True # If true, the current module name will be prepended to all description # unit titles (such as .. function::). # add_module_names = True # If true, sectionauthor and moduleauthor directives will be shown in the # output. They are ignored by default. # show_authors = False # The name of the Pygments (syntax highlighting) style to use. pygments_style = "sphinx" # A list of ignored prefixes for module index sorting. # modindex_common_prefix = [] # -- Options for HTML output --------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. html_theme = "sphinx_rtd_theme" html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] # 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 LaTeX output -------------------------------------------------- # latex_elements = { # The paper size ('letterpaper' or 'a4paper'). # 'papersize': 'letterpaper', # The font size ('10pt', '11pt' or '12pt'). # 'pointsize': '10pt', # Additional stuff for the LaTeX preamble. # 'preamble': '', # } fh = open("latex_preamble.tex", "r+") PREAMBLE = fh.read() fh.close() latex_elements = { "inputenc": "", "utf8extra": "", "preamble": PREAMBLE, } # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, author, documentclass [howto/manual]). latex_documents = [ ( "index", f"DataRobotPython_{version}_Docs.tex", "DataRobot Python API Documentation", "DataRobot, Inc.", "manual", ), ] # The name of an image file (relative to this directory) to place at the top of # the title page. # latex_logo = None # For "manual" documents, if this is true, then toplevel headings are parts, # not chapters. # latex_use_parts = False # If true, show page references after internal links. # latex_show_pagerefs = False # If true, show URL addresses after external links. # latex_show_urls = False # Documents to append as an appendix to all manuals. # latex_appendices = [] # If false, no module index is generated. # latex_domain_indices = True # -- Options for manual page output -------------------------------------------- # One entry per manual page. List of tuples # (source start file, name, description, authors, manual section). man_pages = [ ("index", "datarobotpython", "DataRobot Python API Documentation", ["DataRobot, Inc."], 1) ] # If true, show URL addresses after external links. # man_show_urls = False # -- Options for Texinfo output ------------------------------------------------ # Grouping the document tree into Texinfo files. List of tuples # (source start file, target name, title, author, # dir menu entry, description, category) texinfo_documents = [ ( "index", "DataRobotPython", "DataRobot Python API Documentation", "DataRobot, Inc.", "DataRobotPython", "One line description of project.", "Miscellaneous", ), ] # Documents to append as an appendix to all manuals. # texinfo_appendices = [] # If false, no module index is generated. # texinfo_domain_indices = True # How to display URL addresses: 'footnote', 'no', or 'inline'. # texinfo_show_urls = 'footnote' # Nitpick targets to ignore: # These are third-party packages that don't expose documentation for sphinx to link nitpick_ignore = [ ("py:data", "typing.Tuple"), ("py:data", "typing.Optional"), ("py:data", "typing.Union"), ("py:data", "typing.NoReturn"), ("py:data", "typing.Any"), ("py:class", "pandas.core.frame.DataFrame"), ("py:class", "requests.models.Response"), ("py:class", "datetime.datetime"), ("py:class", "PIL.Image.Image"), ("py:class", "collections.OrderedDict"), ] # options for spelling spelling_ignore_contributor_names = False spelling_add_pypi_package_names = True spelling_ignore_importable_modules = True spelling_ignore_python_builtins = True spelling_ignore_wiki_words = True spelling_filters = [ "sdk_docs.spelling_filters.filters.DocstringFilePathFilter", "sdk_docs.spelling_filters.filters.TypeAnnotationFilter", "sdk_docs.spelling_filters.filters.CamelCaseFilter", "sdk_docs.spelling_filters.filters.SortOrderFilter", "sdk_docs.spelling_filters.filters.OrdinalFilter", "sdk_docs.spelling_filters.filters.ObjectIdFilter", "sdk_docs.spelling_filters.filters.DayMonthFilter", "sdk_docs.spelling_filters.filters.DataRobotParameterFilter", ] def setup(app): app.add_css_file("css/tight_table.css") ########################################################################### # auto-created readthedocs.org specific configuration # ########################################################################### # # The following code was added during an automated build on readthedocs.org # It is auto created and injected for every build. The result is based on the # conf.py.tmpl file found in the readthedocs.org codebase: # https://github.com/rtfd/readthedocs.org/blob/main/readthedocs/doc_builder/templates/doc_builder/conf.py.tmpl # # Note: this file shouldn't rely on extra dependencies. import importlib import sys import os.path # Borrowed from six. PY3 = sys.version_info[0] == 3 string_types = str if PY3 else basestring from sphinx import version_info # Get suffix for proper linking to GitHub # This is deprecated in Sphinx 1.3+, # as each page can have its own suffix if globals().get('source_suffix', False): if isinstance(source_suffix, string_types): SUFFIX = source_suffix elif isinstance(source_suffix, (list, tuple)): # Sphinx >= 1.3 supports list/tuple to define multiple suffixes SUFFIX = source_suffix[0] elif isinstance(source_suffix, dict): # Sphinx >= 1.8 supports a mapping dictionary for multiple suffixes SUFFIX = list(source_suffix.keys())[0] # make a ``list()`` for py2/py3 compatibility else: # default to .rst SUFFIX = '.rst' else: SUFFIX = '.rst' # Add RTD Static Path. Add to the end because it overwrites previous files. if not 'html_static_path' in globals(): html_static_path = [] if os.path.exists('_static'): html_static_path.append('_static') # Define this variable in case it's not defined by the user. # It defaults to `alabaster` which is the default from Sphinx. # https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_theme html_theme = globals().get('html_theme', 'alabaster') #Add project information to the template context. context = { 'html_theme': html_theme, 'current_version': "early-access", 'version_slug': "early-access", 'MEDIA_URL': "https://media.readthedocs.com/media/", 'STATIC_URL': "https://assets.readthedocs.com/", 'PRODUCTION_DOMAIN': "readthedocs.com", 'proxied_static_path': "/_/static/", 'versions': [ ("v3.5.1", "/en/v3.5.1/"), ("v3.5.0.post0", "/en/v3.5.0.post0/"), ("v3.5.0", "/en/v3.5.0/"), ("v3.4.1", "/en/v3.4.1/"), ("v3.4.0.post0", "/en/v3.4.0.post0/"), ("v3.4.0", "/en/v3.4.0/"), ("v3.3.2", "/en/v3.3.2/"), ("v3.3.1", "/en/v3.3.1/"), ("v3.3.0", "/en/v3.3.0/"), ("v3.2.2", "/en/v3.2.2/"), ("v3.2.1", "/en/v3.2.1/"), ("v3.2.0", "/en/v3.2.0/"), ("v3.2.0b1", "/en/v3.2.0b1/"), ("v3.2.0b0", "/en/v3.2.0b0/"), ("v3.1.1", "/en/v3.1.1/"), ("v3.1.0", "/en/v3.1.0/"), ("v3.0.3", "/en/v3.0.3/"), ("v3.0.2", "/en/v3.0.2/"), ("v3.0.1", "/en/v3.0.1/"), ("v2.28.3", "/en/v2.28.3/"), ("v2.28.1", "/en/v2.28.1/"), ("v2.28.0", "/en/v2.28.0/"), ("v2.27.3", "/en/v2.27.3/"), ("v2.27.2", "/en/v2.27.2/"), ("v2.27.1", "/en/v2.27.1/"), ("v2.27.0", "/en/v2.27.0/"), ("v2.26.2", "/en/v2.26.2/"), ("v2.26.1", "/en/v2.26.1/"), ("v2.26.0", "/en/v2.26.0/"), ("v2.25.1", "/en/v2.25.1/"), ("v2.25.0", "/en/v2.25.0/"), ("v2.24.0", "/en/v2.24.0/"), ("v2.23.1", "/en/v2.23.1/"), ("v2.23.0", "/en/v2.23.0/"), ("v2.22.2", "/en/v2.22.2/"), ("v2.22.1", "/en/v2.22.1/"), ("v2.22.0", "/en/v2.22.0/"), ("v2.21.6", "/en/v2.21.6/"), ("v2.21.5", "/en/v2.21.5/"), ("v2.21.4", "/en/v2.21.4/"), ("v2.21.3", "/en/v2.21.3/"), ("v2.21.2", "/en/v2.21.2/"), ("v2.20.0", "/en/v2.20.0/"), ("v2.19.0", "/en/v2.19.0/"), ("v2.18.0", "/en/v2.18.0/"), ("v2.17.0", "/en/v2.17.0/"), ("v2.16.0", "/en/v2.16.0/"), ("v2.15.1", "/en/v2.15.1/"), ("v2.14.2", "/en/v2.14.2/"), ("v2.13.3", "/en/v2.13.3/"), ("v2.12.2", "/en/v2.12.2/"), ("v2.11.2", "/en/v2.11.2/"), ("v2.9.3", "/en/v2.9.3/"), ("v2.8.3", "/en/v2.8.3/"), ("v2.7.3", "/en/v2.7.3/"), ("latest-release", "/en/latest-release/"), ("early-access", "/en/early-access/"), ], 'downloads': [ ("pdf", "//datarobot-public-api-client.readthedocs-hosted.com/_/downloads/en/early-access/pdf/"), ], 'subprojects': [ ], 'slug': 'datarobot-public-api-client', 'name': u'public_api_client', 'rtd_language': u'en', 'programming_language': u'py', 'canonical_url': '', 'analytics_code': 'None', 'single_version': False, 'conf_py_path': '/sdk_docs/', 'api_host': 'https://readthedocs.com', 'github_user': 'datarobot', 'proxied_api_host': '/_', 'github_repo': 'public_api_client', 'github_version': 'early-access', 'display_github': True, 'bitbucket_user': 'None', 'bitbucket_repo': 'None', 'bitbucket_version': 'early-access', 'display_bitbucket': False, 'gitlab_user': 'None', 'gitlab_repo': 'None', 'gitlab_version': 'early-access', 'display_gitlab': False, 'READTHEDOCS': True, 'using_theme': (html_theme == "default"), 'new_theme': (html_theme == "sphinx_rtd_theme"), 'source_suffix': SUFFIX, 'ad_free': False, 'docsearch_disabled': False, 'user_analytics_code': '', 'global_analytics_code': 'UA-17997319-2', 'commit': '54990b81', } # For sphinx >=1.8 we can use html_baseurl to set the canonical URL. # https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_baseurl if version_info >= (1, 8): if not globals().get('html_baseurl'): html_baseurl = context['canonical_url'] context['canonical_url'] = None if 'html_context' in globals(): for key in context: if key not in html_context: html_context[key] = context[key] else: html_context = context # Add custom RTD extension if 'extensions' in globals(): # Insert at the beginning because it can interfere # with other extensions. # See https://github.com/rtfd/readthedocs.org/pull/4054 extensions.insert(0, "readthedocs_ext.readthedocs") else: extensions = ["readthedocs_ext.readthedocs"] # Add External version warning banner to the external version documentation if 'tag' == 'external': extensions.insert(1, "readthedocs_ext.external_version_warning") readthedocs_vcs_url = 'None' readthedocs_build_url = 'https://readthedocs.com/projects/datarobot-public-api-client/builds/2410131/' project_language = 'en' # User's Sphinx configurations language_user = globals().get('language', None) latex_engine_user = globals().get('latex_engine', None) latex_elements_user = globals().get('latex_elements', None) # Remove this once xindy gets installed in Docker image and XINDYOPS # env variable is supported # https://github.com/rtfd/readthedocs-docker-images/pull/98 latex_use_xindy = False chinese = any([ language_user in ('zh_CN', 'zh_TW'), project_language in ('zh_CN', 'zh_TW'), ]) japanese = any([ language_user == 'ja', project_language == 'ja', ]) if chinese: latex_engine = latex_engine_user or 'xelatex' latex_elements_rtd = { 'preamble': '\\usepackage[UTF8]{ctex}\n', } latex_elements = latex_elements_user or latex_elements_rtd elif japanese: latex_engine = latex_engine_user or 'platex' # Make sure our build directory is always excluded exclude_patterns = globals().get('exclude_patterns', []) exclude_patterns.extend(['_build']) [rtd-command-info] start-time: 2024-08-12T17:34:18.238623Z, end-time: 2024-08-12T17:35:36.159315Z, duration: 77, exit-code: 0 python -m sphinx -T -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html Running Sphinx v5.3.0 Initializing Spelling Checker 8.0.0 making output directory... done [autosummary] generating autosummary for: CHANGES.rst, autodoc/api_reference.rst, examples/index.rst, getting_started.rst, index.rst, reference/admin/credentials.rst, reference/admin/index.rst, reference/admin/sharing.rst, reference/data/database_connectivity.rst, reference/data/dataset.rst, ..., reference/modeling/spec/segmented_modeling.rst, reference/modeling/spec/time_series.rst, reference/modeling/spec/unsupervised_anomaly.rst, reference/modeling/spec/unsupervised_clustering.rst, reference/modeling/spec/visualai.rst, reference/predictions/batch_predictions.rst, reference/predictions/index.rst, reference/predictions/predict_job.rst, reference/use_cases/index.rst, reference/use_cases/use_cases.rst building [mo]: targets for 0 po files that are out of date building [html]: targets for 50 source files that are out of date updating environment: [new config] 50 added, 0 changed, 0 removed reading sources... [ 2%] CHANGES reading sources... [ 4%] autodoc/api_reference /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Notes: in the docstring of MLOpsEvent in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/mlops/events.py. warn(msg) You have imported from the _experimental directory. This directory is used for unreleased datarobot features. Unless you specifically know better, you don't have the access to use this functionality in the app, so this code will not work. reading sources... [ 6%] examples/index reading sources... [ 8%] getting_started reading sources... [ 10%] index reading sources... [ 12%] reference/admin/credentials reading sources... [ 14%] reference/admin/index reading sources... [ 16%] reference/admin/sharing reading sources... 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[100%] reference/use_cases/use_cases /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of CostMetricConfiguration in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/cost_metric_configurations.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of SyntheticEvaluationDataset in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/synthetic_evaluation_dataset_generation.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Parameters: in the docstring of create in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/synthetic_evaluation_dataset_generation.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Returns: in the docstring of create in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/synthetic_evaluation_dataset_generation.py. warn(msg) /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/envs/early-access/lib/python3.8/site-packages/numpydoc/docscrape.py:449: UserWarning: Unknown section Attributes: in the docstring of SidecarModelMetricValidation in /home/docs/checkouts/readthedocs.org/user_builds/datarobot-public-api-client/checkouts/early-access/datarobot/_experimental/models/genai/sidecar_model_metric.py. warn(msg) WARNING: error while formatting arguments for datarobot.models.anomaly_assessment.AnomalyAssessmentRecord: __name__ WARNING: error while formatting arguments for datarobot.models.anomaly_assessment.AnomalyAssessmentExplanations: __name__ WARNING: error while formatting arguments for datarobot.models.anomaly_assessment.AnomalyAssessmentPredictionsPreview: __name__ looking for now-outdated files... none found pickling environment... done checking consistency... done preparing documents... done writing output... [ 2%] CHANGES writing output... [ 4%] autodoc/api_reference writing output... [ 6%] examples/index writing output... [ 8%] getting_started writing output... [ 10%] index writing output... [ 12%] reference/admin/credentials writing output... [ 14%] reference/admin/index writing output... [ 16%] reference/admin/sharing writing output... [ 18%] reference/data/database_connectivity writing output... [ 20%] reference/data/dataset writing output... [ 22%] reference/data/feature_discovery writing output... [ 24%] reference/data/index writing output... [ 26%] reference/index writing output... [ 28%] reference/mlops/custom_metrics writing output... [ 30%] reference/mlops/custom_model writing output... [ 32%] reference/mlops/data_exports writing output... [ 34%] reference/mlops/deployment writing output... [ 36%] reference/mlops/hosted_custom_metrics writing output... [ 38%] reference/mlops/index writing output... [ 40%] reference/mlops/jobs writing output... 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[ 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 copying static files... done copying extra files... done dumping search index in English (code: en)... done dumping object inventory... done Updating searchtools for Read the Docs search... build succeeded, 3 warnings. The HTML pages are in ../_readthedocs/html. [rtd-command-info] start-time: 2024-08-12T17:35:36.260721Z, end-time: 2024-08-12T17:35:56.043439Z, duration: 19, exit-code: 0 python -m sphinx -T -b latex -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/pdf Running Sphinx v5.3.0 Initializing Spelling Checker 8.0.0 making output directory... done loading pickled environment... done [autosummary] generating autosummary for: CHANGES.rst, autodoc/api_reference.rst, examples/index.rst, getting_started.rst, index.rst, reference/admin/credentials.rst, reference/admin/index.rst, reference/admin/sharing.rst, reference/data/database_connectivity.rst, reference/data/dataset.rst, ..., reference/modeling/spec/segmented_modeling.rst, reference/modeling/spec/time_series.rst, reference/modeling/spec/unsupervised_anomaly.rst, reference/modeling/spec/unsupervised_clustering.rst, reference/modeling/spec/visualai.rst, reference/predictions/batch_predictions.rst, reference/predictions/index.rst, reference/predictions/predict_job.rst, reference/use_cases/index.rst, reference/use_cases/use_cases.rst building [mo]: targets for 0 po files that are out of date building [latex]: all documents updating environment: 0 added, 1 changed, 0 removed reading sources... [100%] CHANGES looking for now-outdated files... none found pickling environment... done checking consistency... done processing DataRobotPython_3.6.0b0_Docs.tex... index getting_started 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/spec/index reference/modeling/spec/datetime_partition reference/modeling/spec/time_series reference/modeling/spec/visualai reference/modeling/spec/unsupervised_anomaly reference/modeling/spec/unsupervised_clustering reference/modeling/spec/segmented_modeling reference/modeling/spec/custom_task reference/modeling/spec/monotonic_constraints reference/modeling/spec/binary_data reference/modeling/insights/index reference/modeling/insights/prediction_explanations reference/modeling/insights/rating_table reference/modeling/insights/automated_documentation reference/modeling/insights/external_testset reference/modeling/insights/shap_insights 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/hosted_custom_metrics reference/mlops/custom_model reference/mlops/jobs reference/mlops/model_registry reference/mlops/key_values reference/admin/index reference/admin/credentials reference/admin/sharing reference/use_cases/index reference/use_cases/use_cases autodoc/api_reference examples/index CHANGES resolving references... done writing... done copying images... 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' %O %S'; $pdflatex = 'pdflatex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $lualatex = 'lualatex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $xelatex = 'xelatex --no-pdf ' . $ENV{'LATEXOPTS'} . ' %O %S'; $makeindex = 'makeindex -s python.ist %O -o %D %S'; add_cus_dep( "glo", "gls", 0, "makeglo" ); sub makeglo { return system( "makeindex -s gglo.ist -o '$_[0].gls' '$_[0].glo'" ); } [rtd-command-info] start-time: 2024-08-12T17:35:56.913442Z, end-time: 2024-08-12T17:36:31.423578Z, duration: 34, exit-code: 0 latexmk -r latexmkrc -pdf -f -dvi- -ps- -jobname=datarobot-public-api-client -interaction=nonstopmode Use of uninitialized value in concatenation (.) or string at (eval 10) line 1. Use of uninitialized value in concatenation (.) or string at (eval 10) line 2. Use of uninitialized value in concatenation (.) or string at (eval 10) line 3. Use of uninitialized value in concatenation (.) or string at (eval 10) line 4. Subroutine makeglo redefined at (eval 11) line 7. 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[3] [4] Chapter 2. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. upload' on page 5 undefined on input line 268. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) [5] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_file' on page 6 undefined on input line 288. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_in_memory_data' on page 6 undefined on input line 299. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_url' on page 6 undefined on input line 315. Underfull \hbox (badness 10000) in paragraph at lines 314--317 []\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 `autodoc/api_reference:datarobot.models.Dataset. create_from_data_source' on page 6 undefined on input line 324. Underfull \hbox (badness 10000) in paragraph at lines 323--327 []\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 343. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. create' on page 6 undefined on input line 343. [6] [7] [8] [9] LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 10 und efined on input line 533. (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DataDriver' on page 10 undefined on input line 592. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DataStore' on p age 10 undefined on input line 598. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DataSource' on page 10 undefined on input line 603. [10] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DataSourceParam eters' on page 11 undefined on input line 681. [11] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Credenti al' on page 12 undefined on input line 718. [12] LaTeX Warning: Hyper reference `reference/modeling/project:projects' on page 13 undefined on input line 771. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Dataset. create_from_file' on page 13 undefined on input line 787. LaTeX Warning: Hyper reference `autodoc/api_reference:dataset-definition' on pa ge 13 undefined on input line 799. LaTeX Warning: Hyper reference `autodoc/api_reference:relationship' on page 13 undefined on input line 799. [13] [14] LaTeX Warning: Hyper reference `autodoc/api_reference:secondary-dataset' on pag e 15 undefined on input line 879. LaTeX Warning: Hyper reference `autodoc/api_reference:secondary-dataset' on pag e 15 undefined on input line 890. [15] LaTeX Warning: Hyper reference `autodoc/api_reference:dataset-definition' on pa ge 16 undefined on input line 1000. LaTeX Warning: Hyper reference `autodoc/api_reference:relationship' on page 16 undefined on input line 1000. [16] Overfull \vbox (1.97241pt too high) detected at line 1091 [17] Overfull \vbox (1.97241pt too high) detected at line 1171 [18] [19] [20] LaTeX Warning: Hyper reference `autodoc/api_reference:secondary-dataset' on pag e 21 undefined on input line 1253. [21] [22] Overfull \vbox (1.97241pt too high) detected at line 1400 [23] LaTeX Warning: Hyper reference `reference/data/dataset:datasets' on page 24 und efined on input line 1423. [24] LaTeX Warning: Hyper reference `autodoc/api_reference:partitions-api' on page 2 5 undefined on input line 1514. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 25 undefined on input line 1514. [25] LaTeX Warning: Hyper reference `autodoc/api_reference:advanced-options-api' on page 26 undefined on input line 1585. [26] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 27 undefined on input line 1602. [27] [28] [29] [30] [31] LaTeX Warning: Hyper reference `reference/admin/credentials:id1' on page 32 und efined on input line 1933. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. train' on page 32 undefined on input line 1948. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. train_datetime' on page 32 undefined on input line 1960. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. get_models' on page 32 undefined on input line 1973. [32] [33] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.ge t' on page 34 undefined on input line 2082. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. recommended_model' on page 34 undefined on input line 2099. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.tr ain' on page 34 undefined on input line 2116. LaTeX Warning: Hyper reference `reference/modeling/job::doc' on page 34 undefin ed on input line 2118. LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 34 undefined on input line 2119. [34] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.cr oss_validate' on page 35 undefined on input line 2141. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.score_backtests' on page 35 undefined on input line 2152. [35] [36] Underfull \hbox (badness 10000) in paragraph at lines 2310--2312 []\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 2324--2329 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [37] LaTeX Warning: Hyper reference `autodoc/api_reference:missing-values-report-api ' on page 38 undefined on input line 2385. [38] [39] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.re quest_training_predictions' on page 40 undefined on input line 2489. LaTeX Warning: Hyper reference `reference/predictions/predict_job:training-pred ictions' on page 40 undefined on input line 2492. 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LaTeX Warning: Hyper reference `reference/modeling/job:wait-for-async-model-cre ation-label' on page 44 undefined on input line 2735. LaTeX Warning: Hyper reference `autodoc/api_reference:datetime-part-spec' on pa ge 44 undefined on input line 2761. [44] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 45 undefined on input line 282 2. Underfull \hbox (badness 10000) in paragraph at lines 2821--2824 []\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. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.helpers.partiti oning_methods.construct_duration_string' on page 45 undefined on input line 283 1. [45] Underfull \hbox (badness 10000) in paragraph at lines 2894--2899 \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 LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.train_datetime' on page 46 undefined on input line 2902. [46] LaTeX Warning: Hyper reference `autodoc/api_reference:datetime-mod' on page 47 undefined on input line 2910. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plot' on page 47 undefined on input line 2928. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plots_metadata' on page 47 undefined on input line 2929. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plot_preview' on page 47 undefined on input line 2 930. Underfull \hbox (badness 10000) in paragraph at lines 2926--2931 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2926--2931 \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 [47] LaTeX Warning: Hyper reference `autodoc/api_reference:dur-string-helper' on pag e 48 undefined on input line 3006. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 48 undefined on input line 3015. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Feature' on page 48 undefined on input line 3039. LaTeX Warning: Hyper reference `reference/modeling/spec/datetime_partition:set- up-datetime' on page 48 undefined on input line 3047. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. analyze_and_model' on page 50 undefined on input line 3186. [50] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.FeatureSettings ' on page 51 undefined on input line 3249. [51] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.restore_ discarded_features.DiscardedFeaturesInfo' on page 52 undefined on input line 32 89. LaTeX Warning: Hyper reference `reference/predictions/predict_job:predictions' on page 52 undefined on input line 3302. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti ons' on page 52 undefined on input line 3314. LaTeX Warning: Hyper reference `autodoc/api_reference:batch-prediction-api' on page 52 undefined on input line 3331. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model' on page 52 undefined on input line 3350. Underfull \hbox (badness 6141) in paragraph at lines 3344--3351 []\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- [52] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile' o n page 53 undefined on input line 3395. [53] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 54 undefined on input line 3474. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile.cr eate_calendar_from_country_code' on page 54 undefined on input line 3506. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.CalendarFile.ge t_allowed_country_codes' on page 54 undefined on input line 3509. [54] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_accuracy_over_time_plot' on page 55 undefined on input line 3552. 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Underfull \hbox (badness 10000) in paragraph at lines 3632--3637 []\T1/qtm/m/n/10 Pre-dic-tion in-ter-vals can be cal-cu-lated for a \T1/txtt/m/ sl/10 DatetimeModel \T1/qtm/m/n/10 us-ing the \T1/txtt/m/sl/10 DatetimeModel. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.request_predictions' on page 56 undefined on input line 3640. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Predicti ons' on page 56 undefined on input line 3644. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Deployme nt.get_prediction_intervals_settings' on page 56 undefined on input line 3649. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Deployme nt.update_prediction_intervals_settings' on page 56 undefined on input line 365 0. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.DatetimePartiti oningSpecification' on page 56 undefined on input line 3660. 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[61] [62 <./sample1.png> <./sample2.png>] [63] [64 <./activation_map1.png> <./a ctivation_map2.png>] [65] [66 <./embeddings.png>] Overfull \vbox (0.56935pt too high) detected at line 4206 [67] LaTeX Warning: Hyper reference `reference/modeling/spec/binary_data:binary-data ' on page 68 undefined on input line 4248. [68] [69] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_anomaly_over_time_plot' on page 70 undefined on input line 4319. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_anomaly_over_time_plots_metadata' on page 70 undefined on input line 4320. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_anomaly_over_time_plot_preview' on page 70 undefined on input line 43 21. [70] Underfull \hbox (badness 7012) in paragraph at lines 4391--4394 []\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 [71] Underfull \hbox (badness 10000) in paragraph at lines 4441--4444 []\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 [72] [73] [74] [75] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model' o n page 76 undefined on input line 4724. [76] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.cluster_ insight.ClusterInsight' on page 77 undefined on input line 4781. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.cluster_ insight.ClusterInsight' on page 77 undefined on input line 1. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.cluster_ insight.ClusterInsight' on page 77 undefined on input line 4805. 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LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Project. upload_dataset_from_data_source' on page 1030 undefined on input line 95096. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.BatchPre dictionJobDefinition.create' on page 1030 undefined on input line 95104. [1030] LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Model.ge t_feature_effect' on page 1031 undefined on input line 95115. LaTeX Warning: Hyper reference `autodoc/api_reference:datarobot.models.Datetime Model.get_feature_effect' on page 1031 undefined on input line 95123. Underfull \hbox (badness 10000) in paragraph at lines 95126--95128 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (1081 pages, 4069161 bytes). Transcript written on datarobot-public-api-client.log. Latexmk: Index file 'datarobot-public-api-client.idx' was written Latexmk: Missing input file 'datarobot-public-api-client.ind' (or dependence on it) from following: 'No file datarobot-public-api-client.ind.' Latexmk: References changed. Latexmk: References changed. Latexmk: Log file says output to 'datarobot-public-api-client.pdf' Latexmk: List of undefined refs and citations: Reference `autodoc/api_reference:module-datarobot.client' on page 1077 undefined on input line 99868 Reference `autodoc/api_reference:module-datarobot.helpers.binary_data_utils' on page 1077 undefined on input line 99869 Reference `autodoc/api_reference:module-datarobot.models.training_predictions' on page 1077 undefined on input line 99870 Rule 'makeindex datarobot-public-api-client.idx': File changes, etc: Changed files, or newly in use since previous run(s): 'datarobot-public-api-client.idx' ------------ Run number 1 of rule 'makeindex datarobot-public-api-client.idx' ------------ Latexmk: Examining 'datarobot-public-api-client.log' === TeX engine is 'pdfTeX' Latexmk: applying rule 'makeindex datarobot-public-api-client.idx'... ------------ Running 'makeindex -s python.ist -o "datarobot-public-api-client.ind" "datarobot-public-api-client.idx"' ------------ This is makeindex, version 2.15 [TeX Live 2022/dev] (kpathsea + Thai support). Scanning style file ./python.ist.......done (7 attributes redefined, 0 ignored). Scanning input file datarobot-public-api-client.idx.....done (1695 entries accepted, 0 rejected). Sorting entries..................done (21670 comparisons). Generating output file datarobot-public-api-client.ind.....done (2910 lines written, 0 warnings). Output written in datarobot-public-api-client.ind. Transcript written in datarobot-public-api-client.ilg. 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[3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) [5] (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) Underfull \hbox (badness 10000) in paragraph at lines 314--317 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes .csv da ta from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 323--327 [][][]\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] [9] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [10] [11] [12] [13] [14] [15] [16] Overfull \vbox (1.97241pt too high) detected at line 1091 [17] Overfull \vbox (1.97241pt too high) detected at line 1171 [18] [19] [20] [21] [22] Overfull \vbox (1.97241pt too high) detected at line 1400 [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] [36] Underfull \hbox (badness 10000) in paragraph at lines 2310--2312 []\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 2324--2329 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [37] [38] [39] [40] [41] [42] [43] [44] Underfull \hbox (badness 10000) in paragraph at lines 2821--2824 []\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. [45] Underfull \hbox (badness 10000) in paragraph at lines 2894--2899 \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 [46] Underfull \hbox (badness 10000) in paragraph at lines 2926--2931 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2926--2931 [][]\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 [47] [48] [49] [50] [51] Underfull \hbox (badness 6141) in paragraph at lines 3344--3351 []\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- [52] [53] [54] [55] Underfull \hbox (badness 10000) in paragraph at lines 3632--3637 []\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. [56] [57] Overfull \vbox (1.97241pt too high) detected at line 3826 [58] [59] ! 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.3856 ├── 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.3856 ├── 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.3856 ├── 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.3857 │   ├── 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.3857 │   ├── 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.3857 │   ├── 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.3857 │   ├── abyssinian01.jpg ! 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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.3859 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3859 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3859 │   ├── … ! 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.3860 ├── 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.3860 ├── 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.3860 ├── 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.3861 ...├── 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.3861 ...├── 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.3861 ...├── 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.3861 ...├── 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.3862 ...├── 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.3862 ...├── 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.3862 ...├── 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.3862 ...├── 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.3863 │ ├── … ! 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.3863 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3863 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3863 │ ├── … [60] [61] [62 <./sample1.png> <./sample2.png>] [63] [64 <./activation_map1.png> <./activation_map2.png>] [65] [66 <./embeddings.png>] Overfull \vbox (0.56935pt too high) detected at line 4206 [67] [68] [69] [70] Underfull \hbox (badness 7012) in paragraph at lines 4391--4394 []\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 [71] Underfull \hbox (badness 10000) in paragraph at lines 4441--4444 []\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 [72] [73] [74] [75] [76] [77] [78] [79] [80] ! 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.5241 ...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.5241 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [81] [82] [83] [84] [85] [86] [87] [88] [89] [90] ! 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.5854 ├── 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.5854 ├── 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.5854 ├── 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.5855 ├  ├──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.5855 ├  ├──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.5855 ├  ├──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.5855 ├  ├──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.5856 ├  ├──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.5856 ├  ├──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.5856 ├  ├──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.5856 ├  ├──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.5857 ├  ├──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.5857 ├  ├──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.5857 ├  ├──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.5857 ├  ├──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.5858 ├── data.csv ! 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[118] [119] [120] [121] [122] [123] [124] [125] [126] [127] [128] [129] Underfull \hbox (badness 5231) in paragraph at lines 8372--8377 []\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- [130] Underfull \hbox (badness 10000) in paragraph at lines 8450--8453 \T1/qtm/m/n/10 minute val- Underfull \hbox (badness 7981) in paragraph at lines 8450--8453 \T1/qtm/m/n/10 hour of the Underfull \hbox (badness 10000) in paragraph at lines 8463--8466 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8463--8466 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 5741) in paragraph at lines 8463--8466 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (8.34909pt too wide) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.59908pt too wide) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 5741) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.84909pt too wide) in paragraph at lines 8495--8498 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 run both Underfull \hbox (badness 7981) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (8.34909pt too wide) in paragraph at lines 8495--8498 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8508--8510 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 5741) in paragraph at lines 8508--8510 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8508--8510 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8508--8510 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.5991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 this field Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (3.0991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (8.34909pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (3.0991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 will trig-ger Overfull \hbox (3.0991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8516--8519 \T1/qtm/m/n/10 such as Underfull \hbox (badness 10000) in paragraph at lines 8516--8519 \T1/qtm/m/n/10 Febru-ary Underfull \hbox (badness 6032) in paragraph at lines 8516--8519 \T1/qtm/m/n/10 31st are ig- [131] Overfull \vbox (691.36992pt too high) has occurred while \output is active [132] Underfull \hbox (badness 5832) in paragraph at lines 8527--8533 []\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 8527--8533 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply Underfull \hbox (badness 10000) in paragraph at lines 8574--8577 []\T1/qtm/m/n/10 When cre-at-ing a new de-ploy-ment, a DataRobot \T1/txtt/m/n/1 0 registered_model_version_id\TS1/txtt/m/n/10 ``\T1/txtt/m/n/10 (also known as [133] [134] [135] [136] [137] Overfull \vbox (1.97241pt too high) detected at line 8947 [138] [139] [140] [141] [142] [143] [144] [145] [146] [147] [148] Underfull \hbox (badness 10000) in paragraph at lines 9629--9633 \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. [149] [150] [151] [152] [153] [154] [155] [156] [157] [158] [159] [160] [161] [162] [163] [164] [165] [166] [167] [168] [169] [170] [171] Underfull \hbox (badness 10000) in paragraph at lines 11093--11096 []\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 [172] [173] [174] Overfull \vbox (2.67389pt too high) detected at line 11309 [175] Overfull \vbox (1.97238pt too high) detected at line 11373 [176] [177] [178] [179] [180] Underfull \hbox (badness 10000) in paragraph at lines 11624--11628 []\T1/qtm/m/n/10 cus-tom_model.update(is_training_data_for_versions_permanently _enabled=True) cus- [181] [182] [183] [184] [185] [186] [187] [188] [189] [190] Overfull \hbox (25.48097pt too wide) in paragraph at lines 12264--12267 []\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from gallery tem-plate , use \T1/qtm/m/it/10 dr.registry.Job.create_from_custom_metric_gallery_templat e\T1/qtm/m/n/10 , [191] [192] [193] [194] Underfull \hbox (badness 10000) in paragraph at lines 12520--12523 []\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 [195] [196] [197] [198] [199] [200] [201] [202] [203] [204] [205] [206] [207] [208] [209] Underfull \hbox (badness 10000) in paragraph at lines 13524--13527 []\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 [210] Overfull \hbox (51.86432pt too wide) in paragraph at lines 13659--13659 \T1/qtm/m/it/10 ber_of_incremental_learning_iterations_before_best_model_select ion=None\T1/qtm/m/n/10 , [211] [212] [213] Underfull \hbox (badness 10000) in paragraph at lines 13776--13781 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 13834--13840 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 13834--13840 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13834--13840 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [214] [215] [216] [217] [218] [219] [220] [221] Overfull \hbox (14.55872pt too wide) in paragraph at lines 14600--14600 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [222] [223] [224] [225] [226] [227] [228] [229] [230] [231] [232] Underfull \hbox (badness 10000) in paragraph at lines 15826--15830 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (62.72911pt too wide) in paragraph at lines 15831--15835 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttps://storage_account.blob.endpoint/container/blob_name\T1/qtm/m/n/10 ) [233] Underfull \hbox (badness 10000) in paragraph at lines 15878--15882 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (23.14409pt too wide) in paragraph at lines 15883--15887 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttp(s)://storage.googleapis.com/[bucket]/[object]\T1/qtm/m/n/10 ) [234] [235] Underfull \hbox (badness 10000) in paragraph at lines 16052--16055 []\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. [236] [237] [238] [239] [240] [241] [242] [243] [244] [245] [246] [247] [248] [249] [250] [251] [252] [253] [254] [255] [256] [257] [258] [259] [260] [261] [262] [263] [264] [265] [266] [267] [268] [269] [270] [271] [272] [273] [274] [275] [276] [277] [278] [279] [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] [294] [295] [296] [297] [298] Overfull \hbox (4.56378pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| [299] [300] [301] [302] [303] [304] Overfull \vbox (1.47964pt too high) detected at line 22597 [305] [306] [307] [308] [309] [310] [311] [312] Overfull \hbox (18.09383pt too wide) in paragraph at lines 23195--23195 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 23195--23195 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [313] [314] [315] Overfull \hbox (23.3838pt too wide) in paragraph at lines 23467--23467 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 23467--23467 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [316] [317] Overfull \hbox (19.11383pt too wide) in paragraph at lines 23719--23719 \T1/qtm/m/it/10 tom_metric_metadata\T1/qtm/m/n/10 , Overfull \hbox (4.57382pt too wide) in paragraph at lines 23719--23719 \T1/qtm/m/it/10 fault_environment\T1/qtm/m/n/10 , Overfull \hbox (6.40382pt too wide) in paragraph at lines 23719--23719 \T1/qtm/m/it/10 plate_metric_type\T1/txtt/m/n/10 )| [318] [319] Underfull \hbox (badness 10000) in paragraph at lines 23850--23856 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [320] [321] [322] Overfull \hbox (8.09381pt too wide) in paragraph at lines 24175--24175 \T1/qtm/m/it/10 is_model_specific\T1/qtm/m/n/10 , [323] [324] [325] [326] [327] [328] [329] [330] [331] [332] [333] Underfull \hbox (badness 10000) in paragraph at lines 25438--25443 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , \T1/qtm/m/it/1 0 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25438--25443 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.ANOMALY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25445--25449 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25445--25449 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED \T1/qtm/m/n/10 or \T1/qtm/m/ it/10 datarobot.TARGET_TYPE.ANOMALY [334] Underfull \hbox (badness 10000) in paragraph at lines 25507--25510 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25507--25510 \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 , [335] [336] Underfull \hbox (badness 10000) in paragraph at lines 25701--25706 \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 25701--25706 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] Underfull \hbox (badness 10000) in paragraph at lines 25708--25711 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25743--25746 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25743--25746 \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 , [337] [338] [339] Overfull \hbox (15.66096pt too wide) in paragraph at lines 26064--26069 \T1/qtm/m/n/10 the type of the im-age, ei-ther CUS-TOM_MODEL_IMAGE_TYPE.CUSTOM_ MODEL_IMAGE Underfull \hbox (badness 10000) in paragraph at lines 26064--26069 \T1/qtm/m/n/10 if the test-ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as it s model or CUS- [340] Underfull \hbox (badness 10000) in paragraph at lines 26108--26111 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26108--26111 \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 26157--26160 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26157--26160 \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 , [341] [342] [343] Underfull \hbox (badness 10000) in paragraph at lines 26457--26460 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26457--26460 \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 , [344] Underfull \hbox (badness 10000) in paragraph at lines 26554--26558 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of Underfull \hbox (badness 10000) in paragraph at lines 26579--26589 \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 26579--26589 \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 26591--26594 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26591--26594 \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 , [345] [346] [347] Underfull \hbox (badness 10000) in paragraph at lines 26756--26760 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of Underfull \hbox (badness 10000) in paragraph at lines 26781--26791 \T1/qtm/m/n/10 will be used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/my Model/file1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 26781--26791 \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 26781--26791 \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 26798--26801 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26798--26801 \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] Overfull \vbox (1.47964pt too high) detected at line 26899 [349] [350] [351] [352] [353] [354] [355] [356] [357] [358] [359] [360] Underfull \hbox (badness 10000) in paragraph at lines 28238--28241 \T1/qtm/m/n/10 build sta-tus of the ex-e-cu-tion en-vi-ron-ment ver-sion to fil -ter by. See Underfull \hbox (badness 10000) in paragraph at lines 28238--28241 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [361] [362] [363] [364] Underfull \hbox (badness 10000) in paragraph at lines 28681--28685 \T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to be be-tw een 0 Underfull \hbox (badness 10000) in paragraph at lines 28681--28685 \T1/qtm/m/n/10 and 1 by DR. only ap-plies to cus-tom es-ti-ma-tors with tar-get type [365] [366] [367] [368] [369] [370] [371] [372] [373] [374] [375] [376] [377] [378] [379] [380] [381] [382] Underfull \hbox (badness 10000) in paragraph at lines 30529--30532 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: Underfull \hbox (badness 6125) in paragraph at lines 30592--30595 \T1/qtm/m/n/10 [str] Op-tional. The iden-ti-fier of the Con-nec-tor. if the typ e is Data-S-tore- [383] Underfull \hbox (badness 10000) in paragraph at lines 30596--30599 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [384] [385] [386] [387] [388] [389] [390] [391] [392] [393] [394] [395] [396] [397] [398] [399] [400] [401] [402] [403] [404] [405] [406] [407] [408] [409] Underfull \hbox (badness 5077) in paragraph at lines 33273--33280 \T1/qtm/m/n/10 SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ NAME$[][]/' - for [410] [411] [412] [413] [414] [415] [416] Overfull \hbox (7.10396pt too wide) in paragraph at lines 33972--33972 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [417] [418] [419] [420] [421] [422] [423] [424] Underfull \hbox (badness 10000) in paragraph at lines 34690--34693 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [425] [426] [427] Underfull \hbox (badness 10000) in paragraph at lines 35019--35022 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [428] [429] [430] Underfull \hbox (badness 10000) in paragraph at lines 35313--35316 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [431] [432] [433] [434] [435] [436] [437] [438] [439] [440] [441] [442] [443] [444] [445] Underfull \hbox (badness 10000) in paragraph at lines 36757--36761 \T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at-t ributes, see [446] [447] [448] [449] Underfull \hbox (badness 10000) in paragraph at lines 37178--37183 \T1/qtm/m/n/10 [bool] If pre-dic-tions data col-lec-tion is en-abled for this d e-ploy- Underfull \hbox (badness 10000) in paragraph at lines 37178--37183 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see [450] Underfull \hbox (badness 10000) in paragraph at lines 37252--37257 \T1/qtm/m/n/10 [bool] If tar-get pre-dic-tion_warning is en-abled for this de-p loy-ment. Underfull \hbox (badness 10000) in paragraph at lines 37252--37257 \T1/qtm/m/n/10 To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-ti ngs, see [451] [452] [453] [454] [455] [456] [457] [458] [459] [460] [461] [462] [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] [473] [474] [475] [476] [477] [478] Overfull \hbox (10.41382pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [479] [480] [481] [482] [483] [484] Overfull \hbox (77.69371pt too wide) in paragraph at lines 40408--40408 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.35371pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.0437pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (109.75372pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 is_external_baseline_dataset_valid\T1/qtm/m/n/10 , Overfull \hbox (70.54372pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [485] [486] [487] [488] [489] [490] [491] [492] [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 41556--41561 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [495] [496] [497] [498] [499] Underfull \hbox (badness 10000) in paragraph at lines 42055--42060 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [500] [501] [502] [503] [504] [505] Underfull \hbox (badness 10000) in paragraph at lines 42706--42709 []\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 42706--42709 \T1/txtt/m/n/10 pairwise_joint_probabilities.statistic_dataframes[(0,1)].loc[\T S1/txtt/m/n/10 '\T1/txtt/m/n/10 A\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 42771--42774 []\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via: [506] Underfull \hbox (badness 10000) in paragraph at lines 42833--42836 \T1/qtm/m/n/10 [list(dict)] List of con-di-tional prob-a-bil-ity val-ues with a schema de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 42843--42846 []\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 42843--42846 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [507] [508] Underfull \hbox (badness 10000) in paragraph at lines 42998--43002 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met-ric to Underfull \hbox (badness 10000) in paragraph at lines 42998--43002 \T1/qtm/m/n/10 get pair-wise data for. Since `v2.19' this is op-tional and de-f aults to Underfull \hbox (badness 10000) in paragraph at lines 43003--43007 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de-pen- Underfull \hbox (badness 10000) in paragraph at lines 43003--43007 \T1/qtm/m/n/10 dence for the data. Since `v2.19' this is op-tional and de-fault s to [509] [510] [511] [512] [513] [514] Underfull \hbox (badness 10000) in paragraph at lines 43575--43578 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [515] [516] [517] [518] [519] Underfull \hbox (badness 10000) in paragraph at lines 43918--43923 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 43937--43941 \T1/qtm/m/n/10 Time unit of the pre-dic-tion point round-ing. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 43955--43958 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [520] [521] [522] [523] [524] [525] [526] [527] [528] Overfull \hbox (14.04398pt too wide) in paragraph at lines 44750--44750 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [529] [530] [531] [532] [533] [534] [535] [536] [537] [538] [539] [540] [541] [542] [543] [544] [545] [546] [547] [548] [549] [550] [551] [552] [553] [554] [555] [556] [557] Underfull \hbox (badness 5359) in paragraph at lines 47919--47922 \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 [558] [559] [560] [561] [562] [563] [564] [565] [566] [567] [568] Underfull \hbox (badness 10000) in paragraph at lines 49265--49270 []\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 49265--49270 [][]\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 [569] [570] [571] [572] [573] [574] [575] Underfull \hbox (badness 5592) in paragraph at lines 49908--49914 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 49908--49914 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 49956--49961 []\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 49956--49961 [][]\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 [576] [577] [578] [579] [580] [581] [582] [583] [584] [585] [586] [587] [588] [589] Underfull \hbox (badness 5359) in paragraph at lines 51323--51326 \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 [590] [591] [592] [593] [594] [595] [596] [597] [598] [599] [600] [601] [602] [603] [604] [605] [606] [607] [608] [609] [610] [611] [612] [613] [614] [615] [616] [617] Underfull \hbox (badness 5359) in paragraph at lines 54320--54323 \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 [618] [619] [620] [621] [622] [623] [624] [625] [626] [627] [628] [629] Underfull \hbox (badness 10000) in paragraph at lines 55666--55671 []\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 55666--55671 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [630] [631] [632] [633] [634] [635] Underfull \hbox (badness 5592) in paragraph at lines 56309--56315 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 56309--56315 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. [636] Underfull \hbox (badness 10000) in paragraph at lines 56357--56362 []\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 56357--56362 [][]\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 [637] [638] [639] [640] Underfull \hbox (badness 10000) in paragraph at lines 56689--56697 \T1/qtm/m/n/10 of the \T1/txtt/m/n/10 windows_basis_unit \T1/qtm/m/n/10 into th e past rel-a-tive to the fore-cast point the Underfull \hbox (badness 5726) in paragraph at lines 56689--56697 \T1/txtt/m/n/10 feature_derivation_window_start \T1/qtm/m/n/10 set on the proje ct due to the dif-fer-enc-ing [641] [642] [643] [644] Underfull \hbox (badness 10000) in paragraph at lines 57102--57107 []\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 57102--57107 [][]\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 [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] [655] Underfull \hbox (badness 10000) in paragraph at lines 58207--58211 \T1/qtm/m/n/10 [AnomalyOverTimePlotPreview] a [][]\T1/txtt/m/sl/10 AnomalyOverT imePlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [656] [657] Underfull \hbox (badness 10000) in paragraph at lines 58317--58321 \T1/qtm/m/n/10 [list of Anoma-lyAssess-men-tRecord] a [][]\T1/txtt/m/sl/10 Anom alyAssessmentRecord[][] \T1/qtm/m/n/10 rep-re-sent-ing Underfull \hbox (badness 5359) in paragraph at lines 58393--58396 \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 [658] [659] Underfull \hbox (badness 10000) in paragraph at lines 58560--58565 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck [660] Underfull \hbox (badness 10000) in paragraph at lines 58607--58614 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck Underfull \hbox (badness 10000) in paragraph at lines 58668--58673 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Roc Curve data source. Che ck [661] Underfull \hbox (badness 10000) in paragraph at lines 58715--58722 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) ROC curve data source. Che ck [662] [663] [664] [665] [666] [667] [668] [669] [670] [671] [672] [673] [674] [675] [676] Underfull \hbox (badness 10000) in paragraph at lines 60385--60390 []\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 60385--60390 [][]\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 [677] [678] [679] [680] Underfull \hbox (badness 10000) in paragraph at lines 60727--60732 []\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 60727--60732 [][]\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 [681] [682] [683] [684] [685] [686] [687] [688] [689] [690] [691] [692] [693] [694] [695] [696] Underfull \hbox (badness 5359) in paragraph at lines 62273--62276 \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 [697] [698] [699] [700] [701] [702] [703] [704] [705] [706] [707] Underfull \hbox (badness 10000) in paragraph at lines 63619--63624 []\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 63619--63624 [][]\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 [708] [709] [710] [711] [712] [713] [714] Underfull \hbox (badness 5592) in paragraph at lines 64262--64268 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 64262--64268 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 64310--64315 []\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 64310--64315 [][]\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 [715] [716] [717] [718] [719] [720] [721] [722] [723] [724] [725] Overfull \hbox (3.26418pt too wide) in paragraph at lines 65531--65531 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , [726] Underfull \hbox (badness 10000) in paragraph at lines 65541--65544 []\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 65551--65554 []\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m /n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho ldout_start_date\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 65561--65565 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 65570--65576 \T1/qtm/m/n/10 [datetime.datetime or None] The start date of hold-out scor-ing data. If [727] [728] [729] Underfull \hbox (badness 10000) in paragraph at lines 65842--65847 []\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 , [730] [731] [732] [733] Underfull \hbox (badness 10000) in paragraph at lines 66059--66063 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . [734] [735] [736] [737] [738] [739] Underfull \hbox (badness 5563) in paragraph at lines 66678--66687 \T1/qtm/m/n/10 proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duratio n\T1/qtm/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and [740] [741] Underfull \hbox (badness 10000) in paragraph at lines 66869--66872 []\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 66869--66872 \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. [742] [743] Underfull \hbox (badness 10000) in paragraph at lines 67074--67083 \T1/qtm/m/n/10 [bool] De-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 . If \T1/txt t/m/n/10 False\T1/qtm/m/n/10 , will use a duration-based ap-proach Underfull \hbox (badness 10000) in paragraph at lines 67074--67083 \T1/qtm/m/n/10 for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qt m/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 67074--67083 \T1/qtm/m/n/10 ing back-tests (\T1/txtt/m/n/10 primary_training_start_date\T1/q tm/m/n/10 , \T1/txtt/m/n/10 primary_training_end_date\T1/qtm/m/n/10 , [744] [745] [746] [747] [748] [749] [750] [751] [752] [753] [754] [755] [756] Underfull \hbox (badness 10000) in paragraph at lines 68431--68434 []\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 68436--68439 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [757] Underfull \hbox (badness 6708) in paragraph at lines 68505--68511 \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 68505--68511 \T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis t_id\T1/qtm/m/n/10 . For OTV and time-series projects, Underfull \hbox (badness 10000) in paragraph at lines 68521--68524 []\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 68526--68529 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [758] [759] [760] Overfull \hbox (15.28386pt too wide) in paragraph at lines 68930--68930 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 68930--68930 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 68930--68930 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [761] Overfull \hbox (89.36382pt too wide) in paragraph at lines 69018--69018 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 69018--69018 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] [774] [775] [776] [777] [778] [779] [780] [781] Underfull \hbox (badness 10000) in paragraph at lines 70819--70822 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [782] [783] [784] [785] Underfull \hbox (badness 10000) in paragraph at lines 71203--71206 \T1/qtm/m/n/10 [ClassMappingAggregationSettings, op-tional] In-stance of \T1/tx tt/m/n/10 datarobot.helpers. [786] [787] Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/n/10 level: \T1/qtm/m/it/10 mono-tonic_increasing_featurelist_id\T1/q tm/m/n/10 , \T1/qtm/m/it/10 mono-tonic_decreasing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/it/10 sup-ports_composable_ml \T1/qtm/m/n/10 and \T1/qtm/m/it/10 sup- ports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at- Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/n/10 tributes are ab-sent and could be re-trieved from the in-di-vid- ual model level: Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/it/10 has_empty_clusters\T1/qtm/m/n/10 , \T1/qtm/m/it/10 is_n_cluster s_dynamically_determined\T1/qtm/m/n/10 , \T1/qtm/m/it/10 pre-dic-tion_threshold [788] [789] [790] [791] [792] Underfull \hbox (badness 10000) in paragraph at lines 71827--71830 \T1/qtm/m/n/10 Raised if \T1/txtt/m/n/10 forecast_point \T1/qtm/m/n/10 or \T1/t xtt/m/n/10 predictions_start_date \T1/qtm/m/n/10 and [793] [794] [795] [796] [797] [798] [799] [800] [801] [802] [803] [804] [805] [806] Underfull \hbox (badness 5592) in paragraph at lines 73190--73196 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 73190--73196 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. [807] Underfull \hbox (badness 10000) in paragraph at lines 73262--73267 []\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 73262--73267 [][]\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 [808] [809] [810] [811] [812] [813] [814] Underfull \hbox (badness 10000) in paragraph at lines 74063--74068 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 74063--74068 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/m/n/10 . Ap-pli- ca-ble for OTV projects [815] Underfull \hbox (badness 10000) in paragraph at lines 74121--74127 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 74121--74127 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 74121--74127 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [816] [817] Underfull \hbox (badness 10000) in paragraph at lines 74304--74308 \T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/10 datarobot.helpers. [818] [819] [820] Underfull \hbox (badness 10000) in paragraph at lines 74600--74602 \T1/qtm/m/n/10 If value of \T1/txtt/m/n/10 variable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [821] [822] [823] Underfull \hbox (badness 10000) in paragraph at lines 74893--74896 \T1/qtm/m/n/10 In-stance of the Date-timePar-ti-tion-ing de-fined in \T1/txtt/m /n/10 datarobot.helpers. [824] [825] [826] [827] Underfull \hbox (badness 10000) in paragraph at lines 75342--75348 []\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 [828] [829] [830] [831] [832] [833] [834] [835] Underfull \hbox (badness 6047) in paragraph at lines 76227--76230 \T1/qtm/m/n/10 [Optional[RegisteredModelVersionsListFilters]] A Reg-is-tered-Mo d-elVer-sion-sList-Fil-ters [836] [837] [838] [839] [840] [841] Overfull \hbox (0.7738pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , 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\T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [844] [845] [846] [847] [848] [849] [850] [851] [852] [853] [854] [855] [856] [857] [858] [859] [860] [861] [862] [863] [864] [865] [866] [867] [868] [869] [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] [880] Overfull \hbox (40.76382pt too wide) in paragraph at lines 80689--80689 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , [881] Overfull \hbox (4.4887pt too wide) in paragraph at lines 80835--80835 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [882] Overfull \hbox (2.52364pt too wide) in paragraph at lines 80911--80911 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 80911--80911 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 80911--80911 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 80911--80911 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull 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ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 83836--83836 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [912] [913] Overfull \hbox (5.07387pt too wide) in paragraph at lines 83988--83988 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [914] Overfull \hbox (10.32385pt too wide) in paragraph at lines 84054--84054 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 84113--84113 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [915] [916] [917] [918] [919] [920] [921] [922] [923] [924] [925] Overfull \hbox (16.12384pt too wide) in paragraph at lines 85234--85234 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [926] [927] [928] [929] Overfull \hbox (52.87373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 get_column_name\T1/qtm/m/n/10 , Overfull \hbox (0.50372pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (7.08371pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (36.60373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (5.91373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (14.24371pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (9.38373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (7.16373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (12.16373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (17.0537pt too wide) in paragraph 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user_name\T1/qtm/m/n/10 , Overfull \hbox (6.91374pt too wide) in paragraph at lines 85700--85700 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (11.80371pt too wide) in paragraph at lines 85700--85700 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [932] [933] [934] [935] [936] [937] [938] [939] [940] [941] [942] [943] [944] [945] [946] [947] Overfull \hbox (11.64404pt too wide) in paragraph at lines 87316--87316 \T1/qtm/m/it/10 tive_feature_derivation_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (7.74406pt too wide) in paragraph at lines 87316--87316 \T1/qtm/m/it/10 tive_feature_derivation_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (15.70413pt too wide) in paragraph at lines 87316--87316 \T1/qtm/m/it/10 is_n_clusters_dynamically_determined=None\T1/qtm/m/n/10 , [948] [949] [950] [951] [952] [953] [954] [955] [956] [957] [958] [959] [960] [961] [962] [963] [964] [965] Overfull \hbox (28.40382pt too wide) in paragraph at lines 89106--89106 \T1/qtm/m/it/10 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[]\T1/qtm/m/it/10 cost_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (75.16354pt too wide) in paragraph at lines 91336--91336 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (138.0285pt too wide) in paragraph at lines 91336--91336 \T1/qtm/m/it/10 cost_metric_configurations\T1/txtt/m/n/10 )| Overfull \hbox (102.31334pt too wide) in paragraph at lines 91420--91420 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (116.19334pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (109.53334pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 size\T1/qtm/m/n/10 , Overfull \hbox (143.41335pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (136.05334pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (149.93335pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 dataset_name\T1/qtm/m/n/10 , Overfull \hbox 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in paragraph at lines 91420--91420 \T1/qtm/m/it/10 cre- Overfull \hbox (137.16335pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (107.43335pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 ten- Overfull \hbox (120.09334pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (104.24335pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 ex- Overfull \hbox (99.80334pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 e- Overfull \hbox (104.80334pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 cu- Overfull \hbox (138.33333pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (103.19333pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 er- Overfull \hbox (175.85332pt too wide) in paragraph at lines 91420--91420 \T1/qtm/m/it/10 ror_message=None\T1/txtt/m/n/10 )| [993] [994] [995] [996] Overfull \hbox (209.0132pt too wide) in paragraph at lines 91716--91716 []\T1/qtm/m/it/10 llm_blueprint_id\T1/qtm/m/n/10 , Overfull \hbox (159.02321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 eval- Overfull \hbox (147.6132pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 u- Overfull \hbox (147.6132pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 a- Overfull \hbox (262.5032pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 tion_dataset_configuration_id\T1/qtm/m/n/10 , Overfull \hbox (156.90321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 met- Overfull \hbox (179.5532pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ric_name\T1/qtm/m/n/10 , Overfull \hbox (152.0532pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 de- Overfull \hbox (159.68321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ploy- Overfull \hbox (174.0032pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (171.48318pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 chat_id\T1/qtm/m/n/10 , Overfull \hbox (185.36319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 chat_name\T1/qtm/m/n/10 , Overfull \hbox (152.6132pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ag- Overfull \hbox (155.44319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 gre- Overfull \hbox (152.21321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ga- Overfull \hbox (183.7532pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 tion_value\T1/qtm/m/n/10 , Overfull \hbox (152.6132pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ag- Overfull \hbox (155.44319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 gre- Overfull \hbox (152.21321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ga- Overfull \hbox (179.0032pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 tion_type\T1/qtm/m/n/10 , Overfull \hbox (155.08319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 cre- Overfull \hbox (184.41321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (155.08319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 cre- Overfull \hbox (197.3432pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (154.68321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ten- Overfull \hbox (170.64816pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ant_id\T1/txtt/m/n/10 )| [997] [998] Overfull \hbox (151.7633pt too wide) in paragraph at lines 91897--91897 []\T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (199.83331pt too wide) in paragraph at lines 91897--91897 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (119.10329pt too wide) in paragraph at lines 91897--91897 \T1/qtm/m/it/10 re- Overfull \hbox (201.3133pt too wide) in paragraph at lines 91897--91897 \T1/qtm/m/it/10 sponse_column_name\T1/txtt/m/n/10 )| Overfull \hbox (28.81355pt too wide) in paragraph at lines 91928--91928 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (110.62357pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ploy- Overfull \hbox (53.25356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (58.25356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (33.83356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 val- Overfull \hbox (24.64355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 i- Overfull \hbox (31.86356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 da- Overfull \hbox (64.83354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ploy- Overfull \hbox (94.35356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (33.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ten- Overfull \hbox (46.59355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (42.69356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (34.33354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 cre- Overfull \hbox (63.66356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (51.03355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 user_id\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ploy- Overfull \hbox (67.13356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (64.91356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (69.91356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (34.89354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 pre- Overfull \hbox (34.08356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 dic- Overfull \hbox (71.59355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tion_timeout\T1/qtm/m/n/10 , Overfull \hbox (29.69354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 er- Overfull \hbox (71.99355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (29.08356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ci- Overfull \hbox (29.64355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ta- Overfull \hbox (129.05354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tions_prefix_column_name\T1/qtm/m/n/10 , Overfull \hbox (29.89354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 re- Overfull \hbox (109.35356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (33.03354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tar- Overfull \hbox (96.50354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 get_column_name\T1/txtt/m/n/10 )| [999] [1000] [1001] [1002] [1003] Underfull \hbox (badness 10000) in paragraph at lines 92323--92325 []\T1/qtm/m/n/10 Added method [][]\T1/txtt/m/sl/10 Deployment.get_capabilities[ ][] \T1/qtm/m/n/10 to re-trieve a list of :class: \T1/qtm/m/it/10 Ca-pa-bil-ity Underfull \hbox (badness 10000) in paragraph at lines 92346--92348 []\T1/qtm/m/n/10 Dep-re-cated [][]\T1/txtt/m/sl/10 Model.request_fairness_insig hts[][]\T1/qtm/m/n/10 . Please use [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 92371--92374 []\T1/qtm/m/it/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template \T1/qtm/m/n/10 Ex-per-i-men-tal [1004] Underfull \hbox (badness 10000) in paragraph at lines 92422--92426 []\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem- Underfull \hbox (badness 10000) in paragraph at lines 92422--92426 \T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] \T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate. Underfull \hbox (badness 10000) in paragraph at lines 92444--92448 [][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.get[][] \T1/qtm/m/n/10 to get a hosted cus-tom met-ric blueprint. Underfull \hbox (badness 10000) in paragraph at lines 92444--92448 [][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.create[][] \T1/qtm/m/n/10 to c re-ate a hosted cus-tom met-ric blueprint. Overfull \hbox (225.76pt too wide) in paragraph at lines 92469--92476 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Con-fig-u-ra-tion Overfull \hbox (289.49pt too wide) in paragraph at lines 92478--92483 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Met-ricAggre-ga-tion Overfull \hbox (216.13pt too wide) in paragraph at lines 92485--92488 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Syn-thet-icE-val-u-a -tion-Dataset Overfull \hbox (168.13pt too wide) in paragraph at lines 92490--92498 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Side-car-Mod-el-Met- ric-Val-i-da-tion Underfull \hbox (badness 5119) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 car model met-ric val-i-da-tion. [][]\T1/txtt/m/sl/10 SidecarMod elMetricValidation.list[][] \T1/qtm/m/n/10 to list side-car model met- Underfull \hbox (badness 10000) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 ric val-i-da-tions. [][]\T1/txtt/m/sl/10 SidecarModelMetricValid ation.get[][] \T1/qtm/m/n/10 to get a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.revalida te[][] \T1/qtm/m/n/10 to re-run a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.update[] [] \T1/qtm/m/n/10 to up-date a side-car model met-ric val-i-da-tion. [1005] Underfull \hbox (badness 10000) in paragraph at lines 92595--92597 []\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/qtm/m/it/10 en-tity_type \T1/qtm/ m/n/10 to the \T1/qtm/m/it/10 com-pute \T1/qtm/m/n/10 and \T1/qtm/m/it/10 cre-a te \T1/qtm/m/n/10 meth-ods of the Underfull \hbox (badness 10000) in paragraph at lines 92595--92597 \T1/qtm/m/n/10 classes :class: \T1/qtm/m/it/10 Shap-Ma-trix \T1/qtm/m/n/10 , :class: Underfull \hbox (badness 10000) in paragraph at lines 92595--92597 \T1/qtm/m/it/10 ShapIm-pact \T1/qtm/ m/n/10 , :class: \T1/qtm/m/it/10 Shap-Pre-view [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 92765--92767 [][][]\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 [1008] [1009] Underfull \hbox (badness 10000) in paragraph at lines 92903--92905 []\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. Overfull \hbox (95.30997pt too wide) in paragraph at lines 92990--92993 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 In-sightsCon-fig-u-r a-tion [1010] Overfull \hbox (140.64998pt too wide) in paragraph at lines 93001--93007 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Cost-Met-ric-Config- u-ra-tion Underfull \hbox (badness 5288) in paragraph at lines 93001--93007 \T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 to get the cost met-ric con-fig-u-ra-ti on. [][]\T1/txtt/m/sl/10 CostMetricConfiguration.create[][] \T1/qtm/m/n/10 to c re-ate a cost Overfull \hbox (126.52995pt too wide) in paragraph at lines 93009--93011 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 LLM-Cost-Con-fig-u-r a-tion Underfull \hbox (badness 10000) in paragraph at lines 93013--93015 []\T1/qtm/m/n/10 Added new classes :class: \T1/qtm/m/it/10 Shap-Ma-trix \T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 93013--93015 \T1/qtm/m/n/10 :class: \T1/qtm/m/it/10 ShapIm-pact \T1/qtm/m/n/10 , :class: \T1/qtm/m/it/10 Shap-Pre-view Underfull \hbox (badness 10000) in paragraph at lines 93042--93044 []\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/qtm/m/it/10 dr-database-v1 \T1/ qtm/m/n/10 to \T1/qtm/m/it/10 Data-S-tore \T1/qtm/m /n/10 , \T1/qtm/m/it/10 Data-Source [1011] Underfull \hbox (badness 10000) in paragraph at lines 93101--93103 []\T1/qtm/m/n/10 Added sup-port for Na-tive Con-nec-tors to \T1/qtm/m/it/10 Con -nec-tor \T1/qtm/m/n/10 for ev-ery-thing [1012] Underfull \hbox (badness 10000) in paragraph at lines 93273--93275 []\T1/qtm/m/n/10 Added new meth-ods to the class [][]\T1/txtt/m/sl/10 Notebook[ ][] \T1/qtm/m/n/10 which in-cludes [][]\T1/txtt/m/sl/10 Notebook.run[][] \T1/qt m/m/n/10 and [][]\T1/txtt/m/sl/10 Notebook. [1013] Underfull \hbox (badness 10000) in paragraph at lines 93360--93366 \T1/txtt/m/sl/10 create_for_external[][] \T1/qtm/m/n/10 to cre-ate a new reg-is -tered model ver-sion from an ex-ter-nal model. Underfull \hbox (badness 10000) in paragraph at lines 93360--93366 [][]\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments[][] \T1 /qtm/m/n/10 to list de-ploy-ments as-so-ci-ated with Underfull \hbox (badness 7362) in paragraph at lines 93360--93366 \T1/qtm/m/n/10 a reg-is-tered model ver-sion. [][]\T1/txtt/m/sl/10 RegisteredMo delVersion.create_for_leaderboard_item[][] \T1/qtm/m/n/10 to cre- Underfull \hbox (badness 10000) in paragraph at lines 93360--93366 \T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model. [][]\T1/txtt/m/sl/10 RegisteredModelVersion. [1014] Overfull \hbox (132.07492pt too wide) in paragraph at lines 93403--93405 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_v s_actuals_over_time Underfull \hbox (badness 10000) in paragraph at lines 93438--93440 \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 [1015] Underfull \hbox (badness 10000) in paragraph at lines 93543--93549 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 7888) in paragraph at lines 93575--93577 []\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 DatetimePartitioningId[][]\T1/qtm/m /n/10 , which can be passed as a \T1/qtm/m/it/10 par-ti-tion-ing_method \T1/qtm /m/n/10 to [][]\T1/txtt/m/sl/10 Project. [1016] Underfull \hbox (badness 10000) in paragraph at lines 93609--93618 \T1/qtm/m/n/10 and run_once [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.l ist[][] [][]BatchMonitoringJobDefinition. Underfull \hbox (badness 10000) in paragraph at lines 93609--93618 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 93609--93618 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] Underfull \hbox (badness 10000) in paragraph at lines 93631--93644 \T1/txtt/m/sl/10 create_from_url[][] [][]Dataset.create_from_data_source[][] [] []Dataset.create_from_query_generator[][] Underfull \hbox (badness 10000) in paragraph at lines 93631--93644 [][]\T1/txtt/m/sl/10 Dataset.create_project[][] [][]Project.create[][] [][]Proj ect.create_from_data_source[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 93631--93644 \T1/txtt/m/sl/10 create_from_dataset[][] [][]Project.create_segmented_project_f rom_clustering_model[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 93680--93682 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var Overfull \hbox (38.23495pt too wide) in paragraph at lines 93689--93691 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_o ver_time [1017] Underfull \hbox (badness 10000) in paragraph at lines 93731--93746 \T1/txtt/m/sl/10 request_feature_effect[][] [][]Model.get_or_request_feature_ef fect[][] [][]Model.get_lift_chart[][] Underfull \hbox (badness 10000) in paragraph at lines 93731--93746 [][]\T1/txtt/m/sl/10 Model.get_all_lift_charts[][] [][]Model.get_residuals_char t[][] [][]Model.get_all_residuals_charts[][] Underfull \hbox (badness 10000) in paragraph at lines 93731--93746 [][]\T1/txtt/m/sl/10 Model.request_lift_chart[][] [][]Model.request_residuals_c hart[][] [][]Model.get_roc_curve[][] [][]Model. Underfull \hbox (badness 10000) in paragraph at lines 93776--93778 []\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 93800--93802 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1018] Underfull \hbox (badness 10000) in paragraph at lines 93914--93916 []\T1/qtm/m/n/10 The sliced in-sight API end-point \T1/qtm/m/it/10 GET: api/v2/ insights// \T1/qtm/m/n/10 re-turns a pag-i-nated re- [1019] Underfull \hbox (badness 10000) in paragraph at lines 93928--93931 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee n re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 93938--93941 []\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 93953--93956 []\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 93958--93961 []\T1/txtt/m/n/10 DatetimeModel.get_or_request_feature_fit \T1/qtm/m/n/10 has b een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 93968--93971 []\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing [][]\T1 /txtt/m/sl/10 SharingAccess[][] \T1/qtm/m/n/10 in-for-ma-tion. - [][]\T1/txtt/m /sl/10 DataStore. [1020] Underfull \hbox (badness 10000) in paragraph at lines 94110--94114 []\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 94110--94114 [][]\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 94116--94121 []\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 94116--94121 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1021] Underfull \hbox (badness 10000) in paragraph at lines 94147--94151 []\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class : [][]\T1/txtt/m/sl/10 ImageAugmentationList.list[][]\T1/qtm/m/n/10 , [1022] [1023] [1024] Underfull \hbox (badness 10000) in paragraph at lines 94487--94490 []\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 94492--94494 []\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. [1025] Underfull \hbox (badness 10000) in paragraph at lines 94575--94577 [][][]\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 94579--94581 [][][]\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 Underfull \hbox (badness 6364) in paragraph at lines 94611--94613 []\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. [1026] Underfull \hbox (badness 10000) in paragraph at lines 94663--94668 []\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e x-trac-tion sam-ples us- Underfull \hbox (badness 10000) in paragraph at lines 94663--94668 \T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1 /qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm /m/n/10 - Underfull \hbox (badness 10000) in paragraph at lines 94705--94712 []\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex- pla-na-tions (\T1/qtm/m/it/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.apply_bias_mitigation[][] \T1/qtm /m/n/10 - [][]\T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info[][] Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info[ ][] \T1/qtm/m/n/10 and by adding new bias mit- Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio n_technique - in- Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is t-ing method - [][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 and Underfull \hbox (badness 7256) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func- tion-al-ity \T1/txtt/m/n/10 datarobot.enums. [1027] [1028] Underfull \hbox (badness 10000) in paragraph at lines 94882--94884 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/qtm/m/it/10 fea-ture_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobo t. Underfull \hbox (badness 10000) in paragraph at lines 94900--94903 []\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 [1029] [1030] Underfull \hbox (badness 10000) in paragraph at lines 95126--95128 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (1116 pages, 4359351 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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[3] [4] Chapter 2. (/usr/share/texlive/texmf-dist/tex/latex/txfonts/t1txtt.fd) [5] (/usr/share/texlive/texmf-dist/tex/latex/txfonts/ts1txtt.fd) Underfull \hbox (badness 10000) in paragraph at lines 314--317 [][][]\T1/txtt/m/sl/10 Dataset.create_from_url[][] \T1/qtm/m/n/10 takes .csv da ta from a URL. If you have set Underfull \hbox (badness 10000) in paragraph at lines 323--327 [][][]\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] [9] (/usr/share/texmf/tex/latex/tex-gyre/ts1qtm.fd) [10] [11] [12] [13] [14] [15] [16] Overfull \vbox (1.97241pt too high) detected at line 1091 [17] Overfull \vbox (1.97241pt too high) detected at line 1171 [18] [19] [20] [21] [22] Overfull \vbox (1.97241pt too high) detected at line 1400 [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] [36] Underfull \hbox (badness 10000) in paragraph at lines 2310--2312 []\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 2324--2329 []\T1/qtm/m/n/10 Just as with the lift and ROC charts, you can use \T1/txtt/m/n /10 Model \T1/qtm/m/n/10 meth-ods \T1/txtt/m/n/10 get_residuals_chart \T1/qtm/m /n/10 and [37] [38] [39] [40] [41] [42] [43] [44] Underfull \hbox (badness 10000) in paragraph at lines 2821--2824 []\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. [45] Underfull \hbox (badness 10000) in paragraph at lines 2894--2899 \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 [46] Underfull \hbox (badness 10000) in paragraph at lines 2926--2931 []\T1/qtm/m/n/10 For date-time par-ti-tioned model you can re-trieve the Ac-cu- racy over Time plot. To do so use Underfull \hbox (badness 7558) in paragraph at lines 2926--2931 [][]\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 [47] [48] [49] [50] [51] Underfull \hbox (badness 6141) in paragraph at lines 3344--3351 []\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- [52] [53] [54] [55] Underfull \hbox (badness 10000) in paragraph at lines 3632--3637 []\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. [56] [57] Overfull \vbox (1.97241pt too high) detected at line 3826 [58] [59] ! 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.3856 ├── 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.3856 ├── 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.3856 ├── 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.3857 │   ├── 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.3857 │   ├── 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.3857 │   ├── 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.3857 │   ├── 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.3858 │   ├── 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.3858 │   ├── 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.3858 │   ├── 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.3858 │   ├── 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.3859 │   ├── … ! 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.3859 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3859 │   ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3859 │   ├── … ! 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.3860 ├── 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.3860 ├── 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.3860 ├── 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.3861 ...├── 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.3861 ...├── 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.3861 ...├── 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.3861 ...├── 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.3862 ...├── 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.3862 ...├── 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.3862 ...├── 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.3862 ...├── 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.3863 │ ├── … ! 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.3863 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3863 │ ├── … ! LaTeX Error: Unicode character ─ (U+2500) not set up for use with LaTeX. See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.3863 │ ├── … [60] [61] [62 <./sample1.png> <./sample2.png>] [63] [64 <./activation_map1.png> <./activation_map2.png>] [65] [66 <./embeddings.png>] Overfull \vbox (0.56935pt too high) detected at line 4206 [67] [68] [69] [70] Underfull \hbox (badness 7012) in paragraph at lines 4391--4394 []\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 [71] Underfull \hbox (badness 10000) in paragraph at lines 4441--4444 []\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 [72] [73] [74] [75] [76] [77] [78] [79] [80] ! 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.5241 ...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.5241 ...gment\PYGZus{}id}\PYG{l+s+s2}{\PYGZdq{}} [81] [82] [83] [84] [85] [86] [87] [88] [89] [90] ! 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.5854 ├── 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.5854 ├── 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.5854 ├── 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.5855 ├  ├──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.5855 ├  ├──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.5855 ├  ├──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.5855 ├  ├──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.5856 ├  ├──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.5856 ├  ├──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.5856 ├  ├──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.5856 ├  ├──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.5857 ├  ├──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.5857 ├  ├──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.5857 ├  ├──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.5857 ├  ├──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.5858 ├── 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.5858 ├── 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.5858 ├── data.csv [91] [92] [93] [94] [95] [96] [97] Underfull \hbox (badness 10000) in paragraph at lines 6273--6280 \T1/qtm/b/n/10 Note: \T1/txtt/m/n/10 PredictionExplanations.get_all_as_datafra me() \T1/qtm/m/n/10 and \T1/txtt/m/n/10 PredictionExplanations. [98] [99] Overfull \vbox (0.7195pt too high) detected at line 6438 [100] [101] [102] [103] [104] [105] [106] [107] [108] [109] [110] [111] [112] [113] [114] [115] [116] [117] Underfull \hbox (badness 10000) in paragraph at lines 7487--7492 []\T1/qtm/m/n/10 If you just want to get gen-er-ated pre-dic-tions from a Pre-d ic-tJob, you can use the \T1/txtt/m/n/10 PredictJob. [118] [119] [120] [121] [122] [123] [124] [125] [126] [127] [128] [129] Underfull \hbox (badness 5231) in paragraph at lines 8372--8377 []\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- [130] Underfull \hbox (badness 10000) in paragraph at lines 8450--8453 \T1/qtm/m/n/10 minute val- Underfull \hbox (badness 7981) in paragraph at lines 8450--8453 \T1/qtm/m/n/10 hour of the Underfull \hbox (badness 10000) in paragraph at lines 8463--8466 []|\T1/qtm/m/n/10 The hour(s) Underfull \hbox (badness 10000) in paragraph at lines 8463--8466 \T1/qtm/m/n/10 of the day Underfull \hbox (badness 5741) in paragraph at lines 8463--8466 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 []|\T1/qtm/m/n/10 Strings, ei- Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 ther 3-letter Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 ab-bre-vi-a-tions Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 or the full Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 month, can Underfull \hbox (badness 10000) in paragraph at lines 8476--8478 \T1/qtm/m/n/10 change-ably Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 []\T1/qtm/m/n/10 Months that Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/qtm/m/n/10 pat-i-ble with Overfull \hbox (8.34909pt too wide) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/qtm/m/n/10 are ig-nored, Overfull \hbox (13.59908pt too wide) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 "day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 ": [31], Underfull \hbox (badness 10000) in paragraph at lines 8479--8482 \T1/txtt/m/n/10 "month":[ Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ab-bre-vi-a- Underfull \hbox (badness 5741) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 tions or the Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 full name Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 of the day, Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 in-ter-change- Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ably (e.g., Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^Psun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^PSun-day^^Q, Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^Psun^^Q, or Underfull \hbox (badness 10000) in paragraph at lines 8492--8494 \T1/qtm/m/n/10 ^^PSun^^Q, all Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 di-tive with Overfull \hbox (10.84909pt too wide) in paragraph at lines 8495--8498 \T1/txtt/m/n/10 day_of_month\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 run both Underfull \hbox (badness 7981) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 on the date Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (8.34909pt too wide) in paragraph at lines 8495--8498 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8495--8498 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8508--8510 []|\T1/qtm/m/n/10 The date(s) Underfull \hbox (badness 5741) in paragraph at lines 8508--8510 \T1/qtm/m/n/10 that the job Underfull \hbox (badness 10000) in paragraph at lines 8508--8510 \T1/txtt/m/n/10 ... 31] \T1/qtm/m/n/10 or Underfull \hbox (badness 10000) in paragraph at lines 8508--8510 \T1/qtm/m/n/10 days of the Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 field is ad- Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 di-tive with Overfull \hbox (5.5991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 mean-ing the Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 job will Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 the date(s) Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 de-fined in Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 this field Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 spec-i-fied by Overfull \hbox (3.0991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 dates 1st, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 2nd, 3rd, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 plus ev-ery Overfull \hbox (8.34909pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_month Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 is set to Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 ["*"] \T1/qtm/m/n/10 and Overfull \hbox (3.0991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 is de-fined, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 will trig-ger Overfull \hbox (3.0991pt too wide) in paragraph at lines 8511--8515 \T1/txtt/m/n/10 day_of_week Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 Tues-day the Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 2nd, 9th, Underfull \hbox (badness 10000) in paragraph at lines 8511--8515 \T1/qtm/m/n/10 16th, 23rd, Underfull \hbox (badness 10000) in paragraph at lines 8516--8519 \T1/qtm/m/n/10 such as Underfull \hbox (badness 10000) in paragraph at lines 8516--8519 \T1/qtm/m/n/10 Febru-ary Underfull \hbox (badness 6032) in paragraph at lines 8516--8519 \T1/qtm/m/n/10 31st are ig- [131] Overfull \vbox (691.36992pt too high) has occurred while \output is active [132] Underfull \hbox (badness 5832) in paragraph at lines 8527--8533 []\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 8527--8533 \T1/qtm/m/n/10 job def-i-ni-tion that was pre-vi-ously run-ning as a sched-uled job, but should now be stopped, sim-ply Underfull \hbox (badness 10000) in paragraph at lines 8574--8577 []\T1/qtm/m/n/10 When cre-at-ing a new de-ploy-ment, a DataRobot \T1/txtt/m/n/1 0 registered_model_version_id\TS1/txtt/m/n/10 ``\T1/txtt/m/n/10 (also known as [133] [134] [135] [136] [137] Overfull \vbox (1.97241pt too high) detected at line 8947 [138] [139] [140] [141] [142] [143] [144] [145] [146] [147] [148] Underfull \hbox (badness 10000) in paragraph at lines 9629--9633 \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. [149] [150] [151] [152] [153] [154] [155] [156] [157] [158] [159] [160] [161] [162] [163] [164] [165] [166] [167] [168] [169] [170] [171] Underfull \hbox (badness 10000) in paragraph at lines 11093--11096 []\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 [172] [173] [174] Overfull \vbox (2.67389pt too high) detected at line 11309 [175] Overfull \vbox (1.97238pt too high) detected at line 11373 [176] [177] [178] [179] [180] Underfull \hbox (badness 10000) in paragraph at lines 11624--11628 []\T1/qtm/m/n/10 cus-tom_model.update(is_training_data_for_versions_permanently _enabled=True) cus- [181] [182] [183] [184] [185] [186] [187] [188] [189] [190] Overfull \hbox (25.48097pt too wide) in paragraph at lines 12264--12267 []\T1/qtm/m/n/10 To cre-ate a hosted cus-tom met-ric job from gallery tem-plate , use \T1/qtm/m/it/10 dr.registry.Job.create_from_custom_metric_gallery_templat e\T1/qtm/m/n/10 , [191] [192] [193] [194] Underfull \hbox (badness 10000) in paragraph at lines 12520--12523 []\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 [195] [196] [197] [198] [199] [200] [201] [202] [203] [204] [205] [206] [207] [208] [209] Underfull \hbox (badness 10000) in paragraph at lines 13524--13527 []\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 [210] Overfull \hbox (51.86432pt too wide) in paragraph at lines 13659--13659 \T1/qtm/m/it/10 ber_of_incremental_learning_iterations_before_best_model_select ion=None\T1/qtm/m/n/10 , [211] [212] [213] Underfull \hbox (badness 10000) in paragraph at lines 13776--13781 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 13834--13840 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 13834--13840 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 13834--13840 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [214] [215] [216] [217] [218] [219] [220] [221] Overfull \hbox (14.55872pt too wide) in paragraph at lines 14600--14600 \T1/qtm/m/it/10 **record_kwargs\T1/txtt/m/n/10 )| [222] [223] [224] [225] [226] [227] [228] [229] [230] [231] [232] Underfull \hbox (badness 10000) in paragraph at lines 15826--15830 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (62.72911pt too wide) in paragraph at lines 15831--15835 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttps://storage_account.blob.endpoint/container/blob_name\T1/qtm/m/n/10 ) [233] Underfull \hbox (badness 10000) in paragraph at lines 15878--15882 \T1/qtm/m/n/10 [string] The URL for the pre-dic-tion dataset (e.g.: Overfull \hbox (23.14409pt too wide) in paragraph at lines 15883--15887 \T1/qtm/m/n/10 [string] The URL for the scored dataset (e.g.: \T1/qtm/m/it/10 h ttp(s)://storage.googleapis.com/[bucket]/[object]\T1/qtm/m/n/10 ) [234] [235] Underfull \hbox (badness 10000) in paragraph at lines 16052--16055 []\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. [236] [237] [238] [239] [240] [241] [242] [243] [244] [245] [246] [247] [248] [249] [250] [251] [252] [253] [254] [255] [256] [257] [258] [259] [260] [261] [262] [263] [264] [265] [266] [267] [268] [269] [270] [271] [272] [273] [274] [275] [276] [277] [278] [279] [280] [281] [282] [283] [284] [285] [286] [287] [288] [289] [290] [291] [292] [293] [294] [295] [296] [297] [298] Overfull \hbox (4.56378pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 tered_model_id\T1/qtm/m/n/10 , Overfull \hbox (25.77377pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (31.6638pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 model_execution_type\T1/qtm/m/n/10 , Overfull \hbox (16.5338pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 model_description\T1/qtm/m/n/10 , Overfull \hbox (43.09378pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 bias_and_fairness=None\T1/qtm/m/n/10 , Overfull \hbox (18.65378pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 build_status=None\T1/qtm/m/n/10 , Overfull \hbox (39.9538pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 user_provided_id=None\T1/qtm/m/n/10 , Overfull \hbox (4.7038pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 dated_at=None\T1/qtm/m/n/10 , Overfull \hbox (6.3638pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 dated_by=None\T1/qtm/m/n/10 , Overfull \hbox (52.19379pt too wide) in paragraph at lines 22080--22080 \T1/qtm/m/it/10 mlpkg_file_contents=None\T1/txtt/m/n/10 )| [299] [300] [301] [302] [303] [304] Overfull \vbox (1.47964pt too high) detected at line 22597 [305] [306] [307] [308] [309] [310] [311] [312] Overfull \hbox (18.09383pt too wide) in paragraph at lines 23195--23195 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (7.95381pt too wide) in paragraph at lines 23195--23195 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [313] [314] [315] Overfull \hbox (23.3838pt too wide) in paragraph at lines 23467--23467 \T1/qtm/m/it/10 ment_attribute=None\T1/qtm/m/n/10 , Overfull \hbox (13.24379pt too wide) in paragraph at lines 23467--23467 \T1/qtm/m/it/10 ment_value=None\T1/txtt/m/n/10 )| [316] [317] Overfull \hbox (19.11383pt too wide) in paragraph at lines 23719--23719 \T1/qtm/m/it/10 tom_metric_metadata\T1/qtm/m/n/10 , Overfull \hbox (4.57382pt too wide) in paragraph at lines 23719--23719 \T1/qtm/m/it/10 fault_environment\T1/qtm/m/n/10 , Overfull \hbox (6.40382pt too wide) in paragraph at lines 23719--23719 \T1/qtm/m/it/10 plate_metric_type\T1/txtt/m/n/10 )| [318] [319] Underfull \hbox (badness 10000) in paragraph at lines 23850--23856 \T1/qtm/m/n/10 Cre-ate a hosted cus-tom met-ric from a tem-plate. A short-cut f or 2 calls: [320] [321] [322] Overfull \hbox (8.09381pt too wide) in paragraph at lines 24175--24175 \T1/qtm/m/it/10 is_model_specific\T1/qtm/m/n/10 , [323] [324] [325] [326] [327] [328] [329] [330] [331] [332] [333] Underfull \hbox (badness 10000) in paragraph at lines 25438--25443 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.REGRESSION\T1/qtm/m/n/10 , \T1/qtm/m/it/1 0 datarobot.TARGET_TYPE.MULTICLASS\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25438--25443 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.ANOMALY\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 25445--25449 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25445--25449 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED \T1/qtm/m/n/10 or \T1/qtm/m/ it/10 datarobot.TARGET_TYPE.ANOMALY [334] Underfull \hbox (badness 10000) in paragraph at lines 25507--25510 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25507--25510 \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 , [335] [336] Underfull \hbox (badness 10000) in paragraph at lines 25701--25706 \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 25701--25706 \T1/qtm/m/it/10 datarobot.TARGET_TYPE.UNSTRUCTURED\T1/qtm/m/n/10 , \T1/qtm/m/it /10 datarobot.TARGET_TYPE.TEXT_GENERATION\T1/qtm/m/n/10 ] Underfull \hbox (badness 10000) in paragraph at lines 25708--25711 \T1/qtm/m/n/10 Tar-get fea-ture name. It is op-tional(ignored if pro-vided) for Underfull \hbox (badness 10000) in paragraph at lines 25743--25746 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 25743--25746 \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 , [337] [338] [339] Overfull \hbox (15.66096pt too wide) in paragraph at lines 26064--26069 \T1/qtm/m/n/10 the type of the im-age, ei-ther CUS-TOM_MODEL_IMAGE_TYPE.CUSTOM_ MODEL_IMAGE Underfull \hbox (badness 10000) in paragraph at lines 26064--26069 \T1/qtm/m/n/10 if the test-ing at-tempt is us-ing a Cus-tom-Mod-e-lIm-age as it s model or CUS- [340] Underfull \hbox (badness 10000) in paragraph at lines 26108--26111 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26108--26111 \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 26157--26160 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26157--26160 \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 , [341] [342] [343] Underfull \hbox (badness 10000) in paragraph at lines 26457--26460 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26457--26460 \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 , [344] Underfull \hbox (badness 10000) in paragraph at lines 26554--26558 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of Underfull \hbox (badness 10000) in paragraph at lines 26579--26589 \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 26579--26589 \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 26591--26594 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26591--26594 \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 , [345] [346] [347] Underfull \hbox (badness 10000) in paragraph at lines 26756--26760 \T1/qtm/m/n/10 The base en-vi-ron-ment to use with this model ver-sion. At leas t one of Underfull \hbox (badness 10000) in paragraph at lines 26781--26791 \T1/qtm/m/n/10 will be used for tu-ples Ex-am-ple: [(^^P/home/user/Documents/my Model/file1.txt^^Q, Underfull \hbox (badness 10000) in paragraph at lines 26781--26791 \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 26781--26791 \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 26798--26801 \T1/qtm/m/n/10 De-ter-mines whether the given cus-tom model is iso-lated, or ca n ac-cess the Underfull \hbox (badness 10000) in paragraph at lines 26798--26801 \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] Overfull \vbox (1.47964pt too high) detected at line 26899 [349] [350] [351] [352] [353] [354] [355] [356] [357] [358] [359] [360] Underfull \hbox (badness 10000) in paragraph at lines 28238--28241 \T1/qtm/m/n/10 build sta-tus of the ex-e-cu-tion en-vi-ron-ment ver-sion to fil -ter by. See Underfull \hbox (badness 10000) in paragraph at lines 28238--28241 \T1/qtm/m/n/10 datarobot.enums.EXECUTION_ENVIRONMENT_VERSION_BUILD_STATUS [361] [362] [363] [364] Underfull \hbox (badness 10000) in paragraph at lines 28681--28685 \T1/qtm/m/n/10 whether anomaly pre-dic-tions should be cal-i-brated to be be-tw een 0 Underfull \hbox (badness 10000) in paragraph at lines 28681--28685 \T1/qtm/m/n/10 and 1 by DR. only ap-plies to cus-tom es-ti-ma-tors with tar-get type [365] [366] [367] [368] [369] [370] [371] [372] [373] [374] [375] [376] [377] [378] [379] [380] [381] [382] Underfull \hbox (badness 10000) in paragraph at lines 30529--30532 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: Underfull \hbox (badness 6125) in paragraph at lines 30592--30595 \T1/qtm/m/n/10 [str] Op-tional. The iden-ti-fier of the Con-nec-tor. if the typ e is Data-S-tore- [383] Underfull \hbox (badness 10000) in paragraph at lines 30596--30599 \T1/qtm/m/n/10 [str] Op-tional. The full JDBC URL (for ex-am-ple: [384] [385] [386] [387] [388] [389] [390] [391] [392] [393] [394] [395] [396] [397] [398] [399] [400] [401] [402] [403] [404] [405] [406] [407] [408] [409] Underfull \hbox (badness 5077) in paragraph at lines 33273--33280 \T1/qtm/m/n/10 SCHEMA . TABLE _ NAME$[][]' - `[][]$jdbc : DATA _ SOURCE _ GIVEN _ NAME$[][]/' - for [410] [411] [412] [413] [414] [415] [416] Overfull \hbox (7.10396pt too wide) in paragraph at lines 33972--33972 \T1/qtm/m/it/10 only_matched_predictions=None\T1/qtm/m/n/10 , [417] [418] [419] [420] [421] [422] [423] [424] Underfull \hbox (badness 10000) in paragraph at lines 34690--34693 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [425] [426] [427] Underfull \hbox (badness 10000) in paragraph at lines 35019--35022 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [428] [429] [430] Underfull \hbox (badness 10000) in paragraph at lines 35313--35316 \T1/qtm/m/n/10 The res-o-lu-tion that is used for bin-ning. One of \T1/txtt/m/n /10 datarobot.enums. [431] [432] [433] [434] [435] [436] [437] [438] [439] [440] [441] [442] [443] [444] [445] Underfull \hbox (badness 10000) in paragraph at lines 36757--36761 \T1/qtm/m/n/10 [list] To cre-ate or up-date ex-ist-ing seg-ment anal-y-sis at-t ributes, see [446] [447] [448] [449] Underfull \hbox (badness 10000) in paragraph at lines 37178--37183 \T1/qtm/m/n/10 [bool] If pre-dic-tions data col-lec-tion is en-abled for this d e-ploy- Underfull \hbox (badness 10000) in paragraph at lines 37178--37183 \T1/qtm/m/n/10 ment. To up-date ex-ist-ing `'pre-dic-tions_data_collection'' se t-tings, see [450] Underfull \hbox (badness 10000) in paragraph at lines 37252--37257 \T1/qtm/m/n/10 [bool] If tar-get pre-dic-tion_warning is en-abled for this de-p loy-ment. Underfull \hbox (badness 10000) in paragraph at lines 37252--37257 \T1/qtm/m/n/10 To cre-ate or up-date ex-ist-ing `'pre-dic-tion_warning'' set-ti ngs, see [451] [452] [453] [454] [455] [456] [457] [458] [459] [460] [461] [462] [463] [464] [465] [466] [467] [468] [469] [470] [471] [472] [473] [474] [475] [476] [477] [478] Overfull \hbox (10.41382pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 tected_feature=None\T1/qtm/m/n/10 , Overfull \hbox (13.70381pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 ness_threshold=None\T1/qtm/m/n/10 , Overfull \hbox (28.9938pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 model_package_id=None\T1/qtm/m/n/10 , Overfull \hbox (41.04382pt too wide) in paragraph at lines 40120--40120 \T1/qtm/m/it/10 able_target_outcome=None\T1/txtt/m/n/10 )| [479] [480] [481] [482] [483] [484] Overfull \hbox (77.69371pt too wide) in paragraph at lines 40408--40408 []\T1/qtm/m/it/10 baseline_validation_job_id\T1/qtm/m/n/10 , Overfull \hbox (9.35371pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 project_id\T1/qtm/m/n/10 , Overfull \hbox (28.0437pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 log_version_id\T1/qtm/m/n/10 , Overfull \hbox (60.2637pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 time_partition_column\T1/qtm/m/n/10 , Overfull \hbox (109.75372pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 is_external_baseline_dataset_valid\T1/qtm/m/n/10 , Overfull \hbox (70.54372pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 series_id_columns=None\T1/qtm/m/n/10 , Overfull \hbox (54.2937pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 out_start_date=None\T1/qtm/m/n/10 , Overfull \hbox (50.39372pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 out_end_date=None\T1/qtm/m/n/10 , Overfull \hbox (13.63371pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 tests=None\T1/qtm/m/n/10 , Overfull \hbox (71.42369pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 cast_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (67.52371pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 cast_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (16.73369pt too wide) in paragraph at lines 40408--40408 \T1/qtm/m/it/10 sage=None\T1/txtt/m/n/10 )| [485] [486] [487] [488] [489] [490] [491] [492] [493] [494] Underfull \hbox (badness 10000) in paragraph at lines 41556--41561 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [495] [496] [497] [498] [499] Underfull \hbox (badness 10000) in paragraph at lines 42055--42060 []\T1/qtm/m/n/10 {`key':'DataRobot', `sum-mary':{`min':0, `max':29815.0, `std-D ev':6498.029, [500] [501] [502] [503] [504] [505] Underfull \hbox (badness 10000) in paragraph at lines 42706--42709 []\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 42706--42709 \T1/txtt/m/n/10 pairwise_joint_probabilities.statistic_dataframes[(0,1)].loc[\T S1/txtt/m/n/10 '\T1/txtt/m/n/10 A\TS1/txtt/m/n/10 '\T1/txtt/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 42771--42774 []\T1/qtm/m/n/10 E.g. The prob-a-bil-ity P(A=0,B=1) can be re-trieved via: [506] Underfull \hbox (badness 10000) in paragraph at lines 42833--42836 \T1/qtm/m/n/10 [list(dict)] List of con-di-tional prob-a-bil-ity val-ues with a schema de-scribed as Underfull \hbox (badness 10000) in paragraph at lines 42843--42846 []\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 42843--42846 \T1/txtt/m/n/10 pairwise_conditional_probabilities.statistic_dataframes[(0,1)]. [507] [508] Underfull \hbox (badness 10000) in paragraph at lines 42998--43002 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_METRIC] The name of a met-ric to Underfull \hbox (badness 10000) in paragraph at lines 42998--43002 \T1/qtm/m/n/10 get pair-wise data for. Since `v2.19' this is op-tional and de-f aults to Underfull \hbox (badness 10000) in paragraph at lines 43003--43007 \T1/qtm/m/n/10 [enums.FEATURE_ASSOCIATION_TYPE] The type of de-pen- Underfull \hbox (badness 10000) in paragraph at lines 43003--43007 \T1/qtm/m/n/10 dence for the data. Since `v2.19' this is op-tional and de-fault s to [509] [510] [511] [512] [513] [514] Underfull \hbox (badness 10000) in paragraph at lines 43575--43578 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [515] [516] [517] [518] [519] Underfull \hbox (badness 10000) in paragraph at lines 43918--43923 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 43937--43941 \T1/qtm/m/n/10 Time unit of the pre-dic-tion point round-ing. One of \T1/txtt/m /n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 43955--43958 \T1/qtm/m/n/10 Time unit of the fea-ture deriva-tion win-dow. One of \T1/txtt/m /n/10 datarobot.enums. [520] [521] [522] [523] [524] [525] [526] [527] [528] Overfull \hbox (14.04398pt too wide) in paragraph at lines 44750--44750 []\T1/qtm/m/it/10 ff_metadata_datetime_per_backtest\T1/txtt/m/n/10 )| [529] [530] [531] [532] [533] [534] [535] [536] [537] [538] [539] [540] [541] [542] [543] [544] [545] [546] [547] [548] [549] [550] [551] [552] [553] [554] [555] [556] [557] Underfull \hbox (badness 5359) in paragraph at lines 47919--47922 \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 [558] [559] [560] [561] [562] [563] [564] [565] [566] [567] [568] Underfull \hbox (badness 10000) in paragraph at lines 49265--49270 []\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 49265--49270 [][]\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 [569] [570] [571] [572] [573] [574] [575] Underfull \hbox (badness 5592) in paragraph at lines 49908--49914 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 49908--49914 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 49956--49961 []\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 49956--49961 [][]\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 [576] [577] [578] [579] [580] [581] [582] [583] [584] [585] [586] [587] [588] [589] Underfull \hbox (badness 5359) in paragraph at lines 51323--51326 \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 [590] [591] [592] [593] [594] [595] [596] [597] [598] [599] [600] [601] [602] [603] [604] [605] [606] [607] [608] [609] [610] [611] [612] [613] [614] [615] [616] [617] Underfull \hbox (badness 5359) in paragraph at lines 54320--54323 \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 [618] [619] [620] [621] [622] [623] [624] [625] [626] [627] [628] [629] Underfull \hbox (badness 10000) in paragraph at lines 55666--55671 []\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 55666--55671 [][]\T1/txtt/m/sl/10 partitioning_methods.construct_duration_string[][] \T1/qtm /m/n/10 helper method. Please see [][]\T1/qtm/m/it/10 date-time [630] [631] [632] [633] [634] [635] Underfull \hbox (badness 5592) in paragraph at lines 56309--56315 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 56309--56315 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. [636] Underfull \hbox (badness 10000) in paragraph at lines 56357--56362 []\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 56357--56362 [][]\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 [637] [638] [639] [640] Underfull \hbox (badness 10000) in paragraph at lines 56689--56697 \T1/qtm/m/n/10 of the \T1/txtt/m/n/10 windows_basis_unit \T1/qtm/m/n/10 into th e past rel-a-tive to the fore-cast point the Underfull \hbox (badness 5726) in paragraph at lines 56689--56697 \T1/txtt/m/n/10 feature_derivation_window_start \T1/qtm/m/n/10 set on the proje ct due to the dif-fer-enc-ing [641] [642] [643] [644] Underfull \hbox (badness 10000) in paragraph at lines 57102--57107 []\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 57102--57107 [][]\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 [645] [646] [647] [648] [649] [650] [651] [652] [653] [654] [655] Underfull \hbox (badness 10000) in paragraph at lines 58207--58211 \T1/qtm/m/n/10 [AnomalyOverTimePlotPreview] a [][]\T1/txtt/m/sl/10 AnomalyOverT imePlotPreview[][] \T1/qtm/m/n/10 rep-re-sent-ing [656] [657] Underfull \hbox (badness 10000) in paragraph at lines 58317--58321 \T1/qtm/m/n/10 [list of Anoma-lyAssess-men-tRecord] a [][]\T1/txtt/m/sl/10 Anom alyAssessmentRecord[][] \T1/qtm/m/n/10 rep-re-sent-ing Underfull \hbox (badness 5359) in paragraph at lines 58393--58396 \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 [658] [659] Underfull \hbox (badness 10000) in paragraph at lines 58560--58565 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck [660] Underfull \hbox (badness 10000) in paragraph at lines 58607--58614 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Lift chart data source. Ch eck Underfull \hbox (badness 10000) in paragraph at lines 58668--58673 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) Roc Curve data source. Che ck [661] Underfull \hbox (badness 10000) in paragraph at lines 58715--58722 \T1/qtm/m/n/10 [str] (Dep-re-cated in ver-sion v3.4) ROC curve data source. Che ck [662] [663] [664] [665] [666] [667] [668] [669] [670] [671] [672] [673] [674] [675] [676] Underfull \hbox (badness 10000) in paragraph at lines 60385--60390 []\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 60385--60390 [][]\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 [677] [678] [679] [680] Underfull \hbox (badness 10000) in paragraph at lines 60727--60732 []\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 60727--60732 [][]\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 [681] [682] [683] [684] [685] [686] [687] [688] [689] [690] [691] [692] [693] [694] [695] [696] Underfull \hbox (badness 5359) in paragraph at lines 62273--62276 \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 [697] [698] [699] [700] [701] [702] [703] [704] [705] [706] [707] Underfull \hbox (badness 10000) in paragraph at lines 63619--63624 []\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 63619--63624 [][]\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 [708] [709] [710] [711] [712] [713] [714] Underfull \hbox (badness 5592) in paragraph at lines 64262--64268 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 64262--64268 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. Underfull \hbox (badness 10000) in paragraph at lines 64310--64315 []\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 64310--64315 [][]\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 [715] [716] [717] [718] [719] [720] [721] [722] [723] [724] [725] Overfull \hbox (3.26418pt too wide) in paragraph at lines 65531--65531 \T1/qtm/m/it/10 low_partial_history_time_series_predictions=False\T1/qtm/m/n/10 , [726] Underfull \hbox (badness 10000) in paragraph at lines 65541--65544 []\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 65551--65554 []\T1/qtm/m/n/10 Note that ei-ther (\T1/txtt/m/n/10 holdout_start_date\T1/qtm/m /n/10 , \T1/txtt/m/n/10 holdout_duration\T1/qtm/m/n/10 ) or (\T1/txtt/m/n/10 ho ldout_start_date\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 65561--65565 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . Underfull \hbox (badness 10000) in paragraph at lines 65570--65576 \T1/qtm/m/n/10 [datetime.datetime or None] The start date of hold-out scor-ing data. If [727] [728] [729] Underfull \hbox (badness 10000) in paragraph at lines 65842--65847 []\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 , [730] [731] [732] [733] Underfull \hbox (badness 10000) in paragraph at lines 66059--66063 \T1/qtm/m/n/10 [str] one of \T1/txtt/m/n/10 datarobot.enums.DATETIME_AUTOPILOT_ DATA_SELECTION_METHOD\T1/qtm/m/n/10 . [734] [735] [736] [737] [738] [739] Underfull \hbox (badness 5563) in paragraph at lines 66678--66687 \T1/qtm/m/n/10 proach for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duratio n\T1/qtm/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and [740] [741] Underfull \hbox (badness 10000) in paragraph at lines 66869--66872 []\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 66869--66872 \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. [742] [743] Underfull \hbox (badness 10000) in paragraph at lines 67074--67083 \T1/qtm/m/n/10 [bool] De-fault \T1/txtt/m/n/10 False\T1/qtm/m/n/10 . If \T1/txt t/m/n/10 False\T1/qtm/m/n/10 , will use a duration-based ap-proach Underfull \hbox (badness 10000) in paragraph at lines 67074--67083 \T1/qtm/m/n/10 for spec-i-fy-ing back-tests (\T1/txtt/m/n/10 gap_duration\T1/qt m/m/n/10 , \T1/txtt/m/n/10 validation_start_date\T1/qtm/m/n/10 , and Underfull \hbox (badness 10000) in paragraph at lines 67074--67083 \T1/qtm/m/n/10 ing back-tests (\T1/txtt/m/n/10 primary_training_start_date\T1/q tm/m/n/10 , \T1/txtt/m/n/10 primary_training_end_date\T1/qtm/m/n/10 , [744] [745] [746] [747] [748] [749] [750] [751] [752] [753] [754] [755] [756] Underfull \hbox (badness 10000) in paragraph at lines 68431--68434 []\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 68436--68439 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [757] Underfull \hbox (badness 6708) in paragraph at lines 68505--68511 \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 68505--68511 \T1/qtm/m/n/10 re-trieved by call-ing \T1/txtt/m/n/10 dr.Model.get().featurelis t_id\T1/qtm/m/n/10 . For OTV and time-series projects, Underfull \hbox (badness 10000) in paragraph at lines 68521--68524 []\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 68526--68529 []\T1/qtm/m/n/10 Com-pute pre-dic-tions for the model and dataset via \T1/txtt/ m/n/10 datarobot.Model. [758] [759] [760] Overfull \hbox (15.28386pt too wide) in paragraph at lines 68930--68930 \T1/qtm/m/it/10 tion_explanations=None\T1/qtm/m/n/10 , Overfull \hbox (13.06384pt too wide) in paragraph at lines 68930--68930 \T1/qtm/m/it/10 justed_prediction=None\T1/qtm/m/n/10 , Overfull \hbox (46.11383pt too wide) in paragraph at lines 68930--68930 \T1/qtm/m/it/10 justed_prediction_values=None\T1/txtt/m/n/10 )| [761] Overfull \hbox (89.36382pt too wide) in paragraph at lines 69018--69018 \T1/qtm/m/it/10 tion_explanations_record_location=None\T1/qtm/m/n/10 , Overfull \hbox (5.23384pt too wide) in paragraph at lines 69018--69018 \T1/qtm/m/it/10 ment_method=None\T1/txtt/m/n/10 )| [762] [763] [764] [765] [766] [767] [768] [769] [770] [771] [772] [773] [774] [775] [776] [777] [778] [779] [780] [781] Underfull \hbox (badness 10000) in paragraph at lines 70819--70822 []\T1/qtm/m/n/10 Project.list(search_params={`project_name': `red'}) >>> [Proje ct(`Prediction Time'), [782] [783] [784] [785] Underfull \hbox (badness 10000) in paragraph at lines 71203--71206 \T1/qtm/m/n/10 [ClassMappingAggregationSettings, op-tional] In-stance of \T1/tx tt/m/n/10 datarobot.helpers. [786] [787] Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/n/10 level: \T1/qtm/m/it/10 mono-tonic_increasing_featurelist_id\T1/q tm/m/n/10 , \T1/qtm/m/it/10 mono-tonic_decreasing_featurelist_id\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/it/10 sup-ports_composable_ml \T1/qtm/m/n/10 and \T1/qtm/m/it/10 sup- ports_monotonic_constraints\T1/qtm/m/n/10 . Fol-low-ing at- Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/n/10 tributes are ab-sent and could be re-trieved from the in-di-vid- ual model level: Underfull \hbox (badness 10000) in paragraph at lines 71428--71436 \T1/qtm/m/it/10 has_empty_clusters\T1/qtm/m/n/10 , \T1/qtm/m/it/10 is_n_cluster s_dynamically_determined\T1/qtm/m/n/10 , \T1/qtm/m/it/10 pre-dic-tion_threshold [788] [789] [790] [791] [792] Underfull \hbox (badness 10000) in paragraph at lines 71827--71830 \T1/qtm/m/n/10 Raised if \T1/txtt/m/n/10 forecast_point \T1/qtm/m/n/10 or \T1/t xtt/m/n/10 predictions_start_date \T1/qtm/m/n/10 and [793] [794] [795] [796] [797] [798] [799] [800] [801] [802] [803] [804] [805] [806] Underfull \hbox (badness 5592) in paragraph at lines 73190--73196 \T1/qtm/m/n/10 of fea-tures with a mono-ton-i-cally de-creas-ing re-la-tion-shi p to the tar-get. Pass- Underfull \hbox (badness 10000) in paragraph at lines 73190--73196 \T1/qtm/m/n/10 ing \T1/txtt/m/n/10 None \T1/qtm/m/n/10 dis-ables de-creas-ing m ono-tonic-ity con-straint. De-fault (\T1/txtt/m/n/10 dr.enums. [807] Underfull \hbox (badness 10000) in paragraph at lines 73262--73267 []\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 73262--73267 [][]\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 [808] [809] [810] [811] [812] [813] [814] Underfull \hbox (badness 10000) in paragraph at lines 74063--74068 \T1/qtm/m/n/10 (New in ver-sion v2.23) one of \T1/txtt/m/n/10 datarobot.enums. Underfull \hbox (badness 10000) in paragraph at lines 74063--74068 \T1/txtt/m/n/10 DATETIME_AUTOPILOT_DATA_SAMPLING_METHOD\T1/qtm/m/n/10 . Ap-pli- ca-ble for OTV projects [815] Underfull \hbox (badness 10000) in paragraph at lines 74121--74127 \T1/qtm/m/n/10 (New in ver-sion v2.24) Met-ric to use for cal-cu-lat-ing fair- Underfull \hbox (badness 10000) in paragraph at lines 74121--74127 \T1/qtm/m/n/10 ness. Can be one of \T1/txtt/m/n/10 proportionalParity\T1/qtm/m/ n/10 , \T1/txtt/m/n/10 equalParity\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 74121--74127 \T1/txtt/m/n/10 predictionBalance\T1/qtm/m/n/10 , \T1/txtt/m/n/10 trueFavorable AndUnfavorableRateParity \T1/qtm/m/n/10 or [816] [817] Underfull \hbox (badness 10000) in paragraph at lines 74304--74308 \T1/qtm/m/n/10 [PartitioningMethod, op-tional] An in-stance of \T1/txtt/m/n/10 datarobot.helpers. [818] [819] [820] Underfull \hbox (badness 10000) in paragraph at lines 74600--74602 \T1/qtm/m/n/10 If value of \T1/txtt/m/n/10 variable_type \T1/qtm/m/n/10 is not from \T1/txtt/m/n/10 datarobot.enums. [821] [822] [823] Underfull \hbox (badness 10000) in paragraph at lines 74893--74896 \T1/qtm/m/n/10 In-stance of the Date-timePar-ti-tion-ing de-fined in \T1/txtt/m /n/10 datarobot.helpers. [824] [825] [826] [827] Underfull \hbox (badness 10000) in paragraph at lines 75342--75348 []\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 [828] [829] [830] [831] [832] [833] [834] [835] Underfull \hbox (badness 6047) in paragraph at lines 76227--76230 \T1/qtm/m/n/10 [Optional[RegisteredModelVersionsListFilters]] A Reg-is-tered-Mo d-elVer-sion-sList-Fil-ters [836] [837] [838] [839] [840] [841] Overfull \hbox (0.7738pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 rently_deployed\T1/qtm/m/n/10 , Overfull \hbox (20.52379pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 tered_model_version\T1/qtm/m/n/10 , Overfull \hbox (33.44382pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 first_deployed_at=None\T1/qtm/m/n/10 , Overfull \hbox (35.10382pt too wide) in paragraph at lines 76700--76700 \T1/qtm/m/it/10 first_deployed_by=None\T1/qtm/m/n/10 , 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\T1/qtm/m/it/10 ble_with_model_package_id=None\T1/qtm/m/n/10 , [844] [845] [846] [847] [848] [849] [850] [851] [852] [853] [854] [855] [856] [857] [858] [859] [860] [861] [862] [863] [864] [865] [866] [867] [868] [869] [870] [871] [872] [873] [874] [875] [876] [877] [878] [879] [880] Overfull \hbox (40.76382pt too wide) in paragraph at lines 80689--80689 \T1/qtm/m/it/10 not_added_to_menu=None\T1/qtm/m/n/10 , [881] Overfull \hbox (4.4887pt too wide) in paragraph at lines 80835--80835 \T1/qtm/m/it/10 **kwargs\T1/txtt/m/n/10 )| [882] Overfull \hbox (2.52364pt too wide) in paragraph at lines 80911--80911 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (16.40364pt too wide) in paragraph at lines 80911--80911 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (10.60364pt too wide) in paragraph at lines 80911--80911 \T1/qtm/m/it/10 role\T1/qtm/m/n/10 , Overfull \hbox (78.57361pt too wide) in paragraph at lines 80911--80911 \T1/qtm/m/it/10 share_recipient_type\T1/qtm/m/n/10 , Overfull 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ment_page_height\T1/qtm/m/n/10 , Overfull \hbox (29.41382pt too wide) in paragraph at lines 83836--83836 \T1/qtm/m/it/10 tual_target_value=None\T1/qtm/m/n/10 , [912] [913] Overfull \hbox (5.07387pt too wide) in paragraph at lines 83988--83988 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [914] Overfull \hbox (10.32385pt too wide) in paragraph at lines 84054--84054 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , Overfull \hbox (5.07387pt too wide) in paragraph at lines 84113--84113 \T1/qtm/m/it/10 tinue_on_error=False\T1/qtm/m/n/10 , [915] [916] [917] [918] [919] [920] [921] [922] [923] [924] [925] Overfull \hbox (16.12384pt too wide) in paragraph at lines 85234--85234 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , [926] [927] [928] [929] Overfull \hbox (52.87373pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (36.00372pt too wide) in paragraph at lines 85627--85627 \T1/qtm/m/it/10 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user_name\T1/qtm/m/n/10 , Overfull \hbox (6.91374pt too wide) in paragraph at lines 85700--85700 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (11.80371pt too wide) in paragraph at lines 85700--85700 \T1/qtm/m/it/10 tion_timeout\T1/txtt/m/n/10 )| [932] [933] [934] [935] [936] [937] [938] [939] [940] [941] [942] [943] [944] [945] [946] [947] Overfull \hbox (11.64404pt too wide) in paragraph at lines 87316--87316 \T1/qtm/m/it/10 tive_feature_derivation_window_start=None\T1/qtm/m/n/10 , Overfull \hbox (7.74406pt too wide) in paragraph at lines 87316--87316 \T1/qtm/m/it/10 tive_feature_derivation_window_end=None\T1/qtm/m/n/10 , Overfull \hbox (15.70413pt too wide) in paragraph at lines 87316--87316 \T1/qtm/m/it/10 is_n_clusters_dynamically_determined=None\T1/qtm/m/n/10 , [948] [949] [950] [951] [952] [953] [954] [955] [956] [957] [958] [959] [960] [961] [962] [963] [964] [965] Overfull \hbox (28.40382pt too wide) in paragraph at lines 89106--89106 \T1/qtm/m/it/10 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91716--91716 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (171.48318pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 chat_id\T1/qtm/m/n/10 , Overfull \hbox (185.36319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 chat_name\T1/qtm/m/n/10 , Overfull \hbox (152.6132pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ag- Overfull \hbox (155.44319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 gre- Overfull \hbox (152.21321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ga- Overfull \hbox (183.7532pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 tion_value\T1/qtm/m/n/10 , Overfull \hbox (152.6132pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ag- Overfull \hbox (155.44319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 gre- Overfull \hbox (152.21321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ga- Overfull \hbox (179.0032pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 tion_type\T1/qtm/m/n/10 , Overfull \hbox (155.08319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 cre- Overfull \hbox (184.41321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (155.08319pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 cre- Overfull \hbox (197.3432pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ation_user_id\T1/qtm/m/n/10 , Overfull \hbox (154.68321pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ten- Overfull \hbox (170.64816pt too wide) in paragraph at lines 91716--91716 \T1/qtm/m/it/10 ant_id\T1/txtt/m/n/10 )| [997] [998] Overfull \hbox (151.7633pt too wide) in paragraph at lines 91897--91897 []\T1/qtm/m/it/10 dataset_id\T1/qtm/m/n/10 , Overfull \hbox (199.83331pt too wide) in paragraph at lines 91897--91897 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (119.10329pt too wide) in paragraph at lines 91897--91897 \T1/qtm/m/it/10 re- Overfull \hbox (201.3133pt too wide) in paragraph at lines 91897--91897 \T1/qtm/m/it/10 sponse_column_name\T1/txtt/m/n/10 )| Overfull \hbox (28.81355pt too wide) in paragraph at lines 91928--91928 []\T1/qtm/m/it/10 id\T1/qtm/m/n/10 , Overfull \hbox (110.62357pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 prompt_column_name\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ploy- Overfull \hbox (53.25356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ment_id\T1/qtm/m/n/10 , Overfull \hbox (58.25356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 model_id\T1/qtm/m/n/10 , Overfull \hbox (33.83356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 val- Overfull \hbox (24.64355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 i- Overfull \hbox (31.86356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 da- Overfull \hbox (64.83354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tion_status\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ploy- Overfull \hbox (94.35356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ment_access_data\T1/qtm/m/n/10 , Overfull \hbox (33.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ten- Overfull \hbox (46.59355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ant_id\T1/qtm/m/n/10 , Overfull \hbox (42.69356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 name\T1/qtm/m/n/10 , Overfull \hbox (34.33354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 cre- Overfull \hbox (63.66356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ation_date\T1/qtm/m/n/10 , Overfull \hbox (51.03355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 user_id\T1/qtm/m/n/10 , Overfull \hbox (31.30356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 de- Overfull \hbox (38.93356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ploy- Overfull \hbox (67.13356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ment_name\T1/qtm/m/n/10 , Overfull \hbox (64.91356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 user_name\T1/qtm/m/n/10 , Overfull \hbox (69.91356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 use_case_id\T1/qtm/m/n/10 , Overfull \hbox (34.89354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 pre- Overfull \hbox (34.08356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 dic- Overfull \hbox (71.59355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tion_timeout\T1/qtm/m/n/10 , Overfull \hbox (29.69354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 er- Overfull \hbox (71.99355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ror_message\T1/qtm/m/n/10 , Overfull \hbox (29.08356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ci- Overfull \hbox (29.64355pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 ta- Overfull \hbox (129.05354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tions_prefix_column_name\T1/qtm/m/n/10 , Overfull \hbox (29.89354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 re- Overfull \hbox (109.35356pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 sponse_column_name\T1/qtm/m/n/10 , Overfull \hbox (33.03354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 tar- Overfull \hbox (96.50354pt too wide) in paragraph at lines 91928--91928 \T1/qtm/m/it/10 get_column_name\T1/txtt/m/n/10 )| [999] [1000] [1001] [1002] [1003] Underfull \hbox (badness 10000) in paragraph at lines 92323--92325 []\T1/qtm/m/n/10 Added method [][]\T1/txtt/m/sl/10 Deployment.get_capabilities[ ][] \T1/qtm/m/n/10 to re-trieve a list of :class: \T1/qtm/m/it/10 Ca-pa-bil-ity Underfull \hbox (badness 10000) in paragraph at lines 92346--92348 []\T1/qtm/m/n/10 Dep-re-cated [][]\T1/txtt/m/sl/10 Model.request_fairness_insig hts[][]\T1/qtm/m/n/10 . Please use [][]\T1/txtt/m/sl/10 Model. Underfull \hbox (badness 10000) in paragraph at lines 92371--92374 []\T1/qtm/m/it/10 datarobot._experimental.models.time_series_wrangling_template .user_flow_template \T1/qtm/m/n/10 Ex-per-i-men-tal [1004] Underfull \hbox (badness 10000) in paragraph at lines 92422--92426 []\T1/qtm/m/n/10 Added a new class [][]\T1/txtt/m/sl/10 HostedCustomMetricTempl ate[][] \T1/qtm/m/n/10 for hosted cus-tom met-rics tem- Underfull \hbox (badness 10000) in paragraph at lines 92422--92426 \T1/qtm/m/n/10 plates. [][]\T1/txtt/m/sl/10 HostedCustomMetricTemplate.get[][] \T1/qtm/m/n/10 to re-trieve a hosted cus-tom met-ric tem-plate. Underfull \hbox (badness 10000) in paragraph at lines 92444--92448 [][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.get[][] \T1/qtm/m/n/10 to get a hosted cus-tom met-ric blueprint. Underfull \hbox (badness 10000) in paragraph at lines 92444--92448 [][]\T1/txtt/m/sl/10 HostedCustomMetricBlueprint.create[][] \T1/qtm/m/n/10 to c re-ate a hosted cus-tom met-ric blueprint. Overfull \hbox (225.76pt too wide) in paragraph at lines 92469--92476 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Con-fig-u-ra-tion Overfull \hbox (289.49pt too wide) in paragraph at lines 92478--92483 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Eval-u-a-tion-Datase t-Met-ricAggre-ga-tion Overfull \hbox (216.13pt too wide) in paragraph at lines 92485--92488 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Syn-thet-icE-val-u-a -tion-Dataset Overfull \hbox (168.13pt too wide) in paragraph at lines 92490--92498 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Side-car-Mod-el-Met- ric-Val-i-da-tion Underfull \hbox (badness 5119) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 car model met-ric val-i-da-tion. [][]\T1/txtt/m/sl/10 SidecarMod elMetricValidation.list[][] \T1/qtm/m/n/10 to list side-car model met- Underfull \hbox (badness 10000) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 ric val-i-da-tions. [][]\T1/txtt/m/sl/10 SidecarModelMetricValid ation.get[][] \T1/qtm/m/n/10 to get a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.revalida te[][] \T1/qtm/m/n/10 to re-run a side-car model met-ric val-i-da- Underfull \hbox (badness 10000) in paragraph at lines 92490--92498 \T1/qtm/m/n/10 tion. [][]\T1/txtt/m/sl/10 SidecarModelMetricValidation.update[] [] \T1/qtm/m/n/10 to up-date a side-car model met-ric val-i-da-tion. [1005] Underfull \hbox (badness 10000) in paragraph at lines 92595--92597 []\T1/qtm/m/n/10 Added a new pa-ram-e-ter \T1/qtm/m/it/10 en-tity_type \T1/qtm/ m/n/10 to the \T1/qtm/m/it/10 com-pute \T1/qtm/m/n/10 and \T1/qtm/m/it/10 cre-a te \T1/qtm/m/n/10 meth-ods of the Underfull \hbox (badness 10000) in paragraph at lines 92595--92597 \T1/qtm/m/n/10 classes :class: \T1/qtm/m/it/10 Shap-Ma-trix \T1/qtm/m/n/10 , :class: Underfull \hbox (badness 10000) in paragraph at lines 92595--92597 \T1/qtm/m/it/10 ShapIm-pact \T1/qtm/ m/n/10 , :class: \T1/qtm/m/it/10 Shap-Pre-view [1006] [1007] Underfull \hbox (badness 10000) in paragraph at lines 92765--92767 [][][]\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 [1008] [1009] Underfull \hbox (badness 10000) in paragraph at lines 92903--92905 []\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. Overfull \hbox (95.30997pt too wide) in paragraph at lines 92990--92993 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 In-sightsCon-fig-u-r a-tion [1010] Overfull \hbox (140.64998pt too wide) in paragraph at lines 93001--93007 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 Cost-Met-ric-Config- u-ra-tion Underfull \hbox (badness 5288) in paragraph at lines 93001--93007 \T1/txtt/m/sl/10 get[][] \T1/qtm/m/n/10 to get the cost met-ric con-fig-u-ra-ti on. [][]\T1/txtt/m/sl/10 CostMetricConfiguration.create[][] \T1/qtm/m/n/10 to c re-ate a cost Overfull \hbox (126.52995pt too wide) in paragraph at lines 93009--93011 []\T1/qtm/m/n/10 Added a new class :class: \T1/qtm/m/it/10 LLM-Cost-Con-fig-u-r a-tion Underfull \hbox (badness 10000) in paragraph at lines 93013--93015 []\T1/qtm/m/n/10 Added new classes :class: \T1/qtm/m/it/10 Shap-Ma-trix \T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 93013--93015 \T1/qtm/m/n/10 :class: \T1/qtm/m/it/10 ShapIm-pact \T1/qtm/m/n/10 , :class: \T1/qtm/m/it/10 Shap-Pre-view Underfull \hbox (badness 10000) in paragraph at lines 93042--93044 []\T1/qtm/m/n/10 Im-ple-mented sup-port for \T1/qtm/m/it/10 dr-database-v1 \T1/ qtm/m/n/10 to \T1/qtm/m/it/10 Data-S-tore \T1/qtm/m /n/10 , \T1/qtm/m/it/10 Data-Source [1011] Underfull \hbox (badness 10000) in paragraph at lines 93101--93103 []\T1/qtm/m/n/10 Added sup-port for Na-tive Con-nec-tors to \T1/qtm/m/it/10 Con -nec-tor \T1/qtm/m/n/10 for ev-ery-thing [1012] Underfull \hbox (badness 10000) in paragraph at lines 93273--93275 []\T1/qtm/m/n/10 Added new meth-ods to the class [][]\T1/txtt/m/sl/10 Notebook[ ][] \T1/qtm/m/n/10 which in-cludes [][]\T1/txtt/m/sl/10 Notebook.run[][] \T1/qt m/m/n/10 and [][]\T1/txtt/m/sl/10 Notebook. [1013] Underfull \hbox (badness 10000) in paragraph at lines 93360--93366 \T1/txtt/m/sl/10 create_for_external[][] \T1/qtm/m/n/10 to cre-ate a new reg-is -tered model ver-sion from an ex-ter-nal model. Underfull \hbox (badness 10000) in paragraph at lines 93360--93366 [][]\T1/txtt/m/sl/10 RegisteredModelVersion.list_associated_deployments[][] \T1 /qtm/m/n/10 to list de-ploy-ments as-so-ci-ated with Underfull \hbox (badness 7362) in paragraph at lines 93360--93366 \T1/qtm/m/n/10 a reg-is-tered model ver-sion. [][]\T1/txtt/m/sl/10 RegisteredMo delVersion.create_for_leaderboard_item[][] \T1/qtm/m/n/10 to cre- Underfull \hbox (badness 10000) in paragraph at lines 93360--93366 \T1/qtm/m/n/10 ate a new reg-is-tered model ver-sion from a Leader-board model. [][]\T1/txtt/m/sl/10 RegisteredModelVersion. [1014] Overfull \hbox (132.07492pt too wide) in paragraph at lines 93403--93405 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_v s_actuals_over_time Underfull \hbox (badness 10000) in paragraph at lines 93438--93440 \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 [1015] Underfull \hbox (badness 10000) in paragraph at lines 93543--93549 \T1/txtt/m/sl/10 run[][] [][]BatchMonitoringJob.get_status[][] [][]BatchMonitor ingJob.cancel[][] [][]BatchMonitoringJob. Underfull \hbox (badness 7888) in paragraph at lines 93575--93577 []\T1/qtm/m/n/10 Added [][]\T1/txtt/m/sl/10 DatetimePartitioningId[][]\T1/qtm/m /n/10 , which can be passed as a \T1/qtm/m/it/10 par-ti-tion-ing_method \T1/qtm /m/n/10 to [][]\T1/txtt/m/sl/10 Project. [1016] Underfull \hbox (badness 10000) in paragraph at lines 93609--93618 \T1/qtm/m/n/10 and run_once [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.l ist[][] [][]BatchMonitoringJobDefinition. Underfull \hbox (badness 10000) in paragraph at lines 93609--93618 \T1/txtt/m/sl/10 get[][] [][]BatchMonitoringJobDefinition.create[][] [][]BatchM onitoringJobDefinition.update[][] Underfull \hbox (badness 10000) in paragraph at lines 93609--93618 [][]\T1/txtt/m/sl/10 BatchMonitoringJobDefinition.delete[][] [][]BatchMonitorin gJobDefinition.run_on_schedule[][] Underfull \hbox (badness 10000) in paragraph at lines 93631--93644 \T1/txtt/m/sl/10 create_from_url[][] [][]Dataset.create_from_data_source[][] [] []Dataset.create_from_query_generator[][] Underfull \hbox (badness 10000) in paragraph at lines 93631--93644 [][]\T1/txtt/m/sl/10 Dataset.create_project[][] [][]Project.create[][] [][]Proj ect.create_from_data_source[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 93631--93644 \T1/txtt/m/sl/10 create_from_dataset[][] [][]Project.create_segmented_project_f rom_clustering_model[][] [][]Project. Underfull \hbox (badness 10000) in paragraph at lines 93680--93682 []\T1/qtm/m/n/10 If the user con-fig-ures the client via env vars, then set the env var Overfull \hbox (38.23495pt too wide) in paragraph at lines 93689--93691 []\T1/qtm/m/n/10 Added method meth:\T1/qtm/m/it/10 Deployment.get_predictions_o ver_time [1017] Underfull \hbox (badness 10000) in paragraph at lines 93731--93746 \T1/txtt/m/sl/10 request_feature_effect[][] [][]Model.get_or_request_feature_ef fect[][] [][]Model.get_lift_chart[][] Underfull \hbox (badness 10000) in paragraph at lines 93731--93746 [][]\T1/txtt/m/sl/10 Model.get_all_lift_charts[][] [][]Model.get_residuals_char t[][] [][]Model.get_all_residuals_charts[][] Underfull \hbox (badness 10000) in paragraph at lines 93731--93746 [][]\T1/txtt/m/sl/10 Model.request_lift_chart[][] [][]Model.request_residuals_c hart[][] [][]Model.get_roc_curve[][] [][]Model. Underfull \hbox (badness 10000) in paragraph at lines 93776--93778 []\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 93800--93802 \T1/txtt/m/sl/10 PredictionExplanations.get_all_as_dataframe()[][] \T1/qtm/m/n/ 10 and [][]\T1/txtt/m/sl/10 datarobot.PredictionExplanations. [1018] Underfull \hbox (badness 10000) in paragraph at lines 93914--93916 []\T1/qtm/m/n/10 The sliced in-sight API end-point \T1/qtm/m/it/10 GET: api/v2/ insights// \T1/qtm/m/n/10 re-turns a pag-i-nated re- [1019] Underfull \hbox (badness 10000) in paragraph at lines 93928--93931 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit_metadata \T1/qtm/m/n/10 has bee n re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 93938--93941 []\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 93953--93956 []\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 93958--93961 []\T1/txtt/m/n/10 DatetimeModel.get_or_request_feature_fit \T1/qtm/m/n/10 has b een re-moved. Use [][]\T1/txtt/m/sl/10 DatetimeModel. Underfull \hbox (badness 10000) in paragraph at lines 93968--93971 []\T1/qtm/m/n/10 Dep-re-cated the fol-low-ing meth-ods for re-triev-ing [][]\T1 /txtt/m/sl/10 SharingAccess[][] \T1/qtm/m/n/10 in-for-ma-tion. - [][]\T1/txtt/m /sl/10 DataStore. [1020] Underfull \hbox (badness 10000) in paragraph at lines 94110--94114 []\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 94110--94114 [][]\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 94116--94121 []\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 94116--94121 [][]\T1/txtt/m/sl/10 DataEngineQueryGenerator.prepare_prediction_dataset_from_c atalog[][] \T1/qtm/m/n/10 that ap-ply time se-ries [1021] Underfull \hbox (badness 10000) in paragraph at lines 94147--94151 []\T1/qtm/m/n/10 Added two new meth-ods to the Im-ageAug-men-ta-tion-List class : [][]\T1/txtt/m/sl/10 ImageAugmentationList.list[][]\T1/qtm/m/n/10 , [1022] [1023] [1024] Underfull \hbox (badness 10000) in paragraph at lines 94487--94490 []\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 94492--94494 []\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. [1025] Underfull \hbox (badness 10000) in paragraph at lines 94575--94577 [][][]\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 94579--94581 [][][]\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 Underfull \hbox (badness 6364) in paragraph at lines 94611--94613 []\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. [1026] Underfull \hbox (badness 10000) in paragraph at lines 94663--94668 []\T1/qtm/m/n/10 Added ex-per-i-men-tal sup-port to re-trieve doc-u-ment text e x-trac-tion sam-ples us- Underfull \hbox (badness 10000) in paragraph at lines 94663--94668 \T1/qtm/m/n/10 ing: - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSample[][] \T1 /qtm/m/n/10 - [][]\T1/txtt/m/sl/10 DocumentTextExtractionSamplePage[][] \T1/qtm /m/n/10 - Underfull \hbox (badness 10000) in paragraph at lines 94705--94712 []\T1/qtm/m/n/10 Added sup-port to pass cal-cu-la-tion mode to pre-dic-tion ex- pla-na-tions (\T1/qtm/m/it/10 mode \T1/qtm/m/n/10 pa-ram-e-ter in Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.apply_bias_mitigation[][] \T1/qtm /m/n/10 - [][]\T1/txtt/m/sl/10 Project.request_bias_mitigation_feature_info[][] Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 - [][]\T1/txtt/m/sl/10 Project.get_bias_mitigation_feature_info[ ][] \T1/qtm/m/n/10 and by adding new bias mit- Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 i-ga-tion params - bias_mitigation_feature_name - bias_mitigatio n_technique - in- Underfull \hbox (badness 10000) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 clude_bias_mitigation_feature_as_predictor_variable to the ex-is t-ing method - [][]\T1/txtt/m/sl/10 Project.start[][] \T1/qtm/m/n/10 and Underfull \hbox (badness 7256) in paragraph at lines 94756--94769 \T1/qtm/m/n/10 by adding this enum to sup-ply params to some of the above func- tion-al-ity \T1/txtt/m/n/10 datarobot.enums. [1027] [1028] Underfull \hbox (badness 10000) in paragraph at lines 94882--94884 []\T1/qtm/m/n/10 Up-date the doc-u-men-ta-tion to sug-gest that \T1/qtm/m/it/10 fea-ture_derivation_window_end \T1/qtm/m/n/10 of [][]\T1/txtt/m/sl/10 datarobo t. Underfull \hbox (badness 10000) in paragraph at lines 94900--94903 []\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 [1029] [1030] Underfull \hbox (badness 10000) in paragraph at lines 95126--95128 []\T1/txtt/m/n/10 DatetimeModel.get_feature_fit Output written on datarobot-public-api-client.pdf (1116 pages, 4359212 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