2026-02-14T03:27:35,687 Created temporary directory: /tmp/pip-ephem-wheel-cache-lrffqljy 2026-02-14T03:27:35,689 Created temporary directory: /tmp/pip-build-tracker-phdlm6x5 2026-02-14T03:27:35,690 Initialized build tracking at /tmp/pip-build-tracker-phdlm6x5 2026-02-14T03:27:35,690 Created build tracker: /tmp/pip-build-tracker-phdlm6x5 2026-02-14T03:27:35,691 Entered build tracker: /tmp/pip-build-tracker-phdlm6x5 2026-02-14T03:27:35,692 Created temporary directory: /tmp/pip-wheel-o6eg_603 2026-02-14T03:27:35,695 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-14T03:27:35,697 Created temporary directory: /tmp/pip-ephem-wheel-cache-t_tihuqq 2026-02-14T03:27:35,719 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-14T03:27:35,723 2 location(s) to search for versions of snowflake-ml-python: 2026-02-14T03:27:35,723 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-14T03:27:35,723 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-14T03:27:35,724 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-14T03:27:35,725 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-14T03:27:35,726 Found index url https://pypi.org/simple 2026-02-14T03:27:35,881 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-14T03:27:35,902 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.25.1 2026-02-14T03:27:35,985 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/76/d7/8091e68367125c6d596863a322b21621b1372e20487eb0e27f69ebc24e57/snowflake_ml_python-1.26.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-14T03:27:35,986 Found link https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.26.0 2026-02-14T03:27:35,987 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/b1/3e/6f3b933aac288e2b0d066c46fd3d135b7715aa3f8a4e0e1558b0b592f8a4/snowflake_ml_python-1.27.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-14T03:27:35,987 Found link https://files.pythonhosted.org/packages/51/72/5807555bd5692c36e4948c9b63179a506711cc3128ae2446eadc80714fa9/snowflake_ml_python-1.27.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.27.0 2026-02-14T03:27:35,988 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-14T03:27:35,989 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-14T03:27:35,990 Found index url https://www.piwheels.org/simple 2026-02-14T03:27:36,157 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-14T03:27:36,169 Skipping link: No binaries permitted for snowflake-ml-python: 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https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-14T03:27:36,188 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-14T03:27:36,188 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-14T03:27:36,189 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-14T03:27:36,190 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-14T03:27:36,190 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-14T03:27:36,191 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-14T03:27:36,192 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-14T03:27:36,215 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-14T03:27:36,233 Collecting snowflake-ml-python==1.27.0 2026-02-14T03:27:36,236 Created temporary directory: /tmp/pip-unpack-rm69zasc 2026-02-14T03:27:36,383 Downloading snowflake_ml_python-1.27.0.tar.gz (2.0 MB) 2026-02-14T03:27:38,263 Added snowflake-ml-python==1.27.0 from https://files.pythonhosted.org/packages/51/72/5807555bd5692c36e4948c9b63179a506711cc3128ae2446eadc80714fa9/snowflake_ml_python-1.27.0.tar.gz to build tracker '/tmp/pip-build-tracker-phdlm6x5' 2026-02-14T03:27:38,269 Created temporary directory: /tmp/pip-build-env-thnt9xgo 2026-02-14T03:27:38,274 Installing build dependencies: started 2026-02-14T03:27:38,275 Running command pip subprocess to install build dependencies 2026-02-14T03:27:39,466 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-14T03:27:40,104 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-14T03:27:40,129 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-14T03:27:41,877 Collecting setuptools>=61.0 2026-02-14T03:27:41,966 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-02-14T03:27:44,955 Installing collected packages: setuptools 2026-02-14T03:27:48,189 Successfully installed setuptools-82.0.0 2026-02-14T03:27:48,472 Installing build dependencies: finished with status 'done' 2026-02-14T03:27:48,478 Getting requirements to build wheel: started 2026-02-14T03:27:48,479 Running command Getting requirements to build wheel 2026-02-14T03:27:49,157 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-14T03:27:49,157 !! 2026-02-14T03:27:49,158 ******************************************************************************** 2026-02-14T03:27:49,159 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-14T03:27:49,160 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-14T03:27:49,160 or your builds will no longer be supported. 2026-02-14T03:27:49,162 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:49,162 ******************************************************************************** 2026-02-14T03:27:49,163 !! 2026-02-14T03:27:49,164 corresp(dist, value, root_dir) 2026-02-14T03:27:49,243 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-14T03:27:49,244 !! 2026-02-14T03:27:49,245 ******************************************************************************** 2026-02-14T03:27:49,245 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-14T03:27:49,246 License :: OSI Approved :: Apache Software License 2026-02-14T03:27:49,247 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:49,248 ******************************************************************************** 2026-02-14T03:27:49,249 !! 2026-02-14T03:27:49,249 dist._finalize_license_expression() 2026-02-14T03:27:49,255 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-14T03:27:49,255 !! 2026-02-14T03:27:49,257 ******************************************************************************** 2026-02-14T03:27:49,257 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-14T03:27:49,258 License :: OSI Approved :: Apache Software License 2026-02-14T03:27:49,260 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:49,260 ******************************************************************************** 2026-02-14T03:27:49,261 !! 2026-02-14T03:27:49,262 self._finalize_license_expression() 2026-02-14T03:27:49,262 running egg_info 2026-02-14T03:27:49,268 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-14T03:27:49,287 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-14T03:27:49,298 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-14T03:27:49,300 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-14T03:27:49,494 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:49,520 adding license file 'LICENSE.txt' 2026-02-14T03:27:49,550 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:49,649 Getting requirements to build wheel: finished with status 'done' 2026-02-14T03:27:49,653 Created temporary directory: /tmp/pip-modern-metadata-440l2avt 2026-02-14T03:27:49,655 Preparing metadata (pyproject.toml): started 2026-02-14T03:27:49,656 Running command Preparing metadata (pyproject.toml) 2026-02-14T03:27:50,251 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-14T03:27:50,251 !! 2026-02-14T03:27:50,252 ******************************************************************************** 2026-02-14T03:27:50,253 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-14T03:27:50,254 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-14T03:27:50,255 or your builds will no longer be supported. 2026-02-14T03:27:50,256 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:50,257 ******************************************************************************** 2026-02-14T03:27:50,258 !! 2026-02-14T03:27:50,259 corresp(dist, value, root_dir) 2026-02-14T03:27:50,338 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-14T03:27:50,339 !! 2026-02-14T03:27:50,340 ******************************************************************************** 2026-02-14T03:27:50,341 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-14T03:27:50,342 License :: OSI Approved :: Apache Software License 2026-02-14T03:27:50,343 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:50,344 ******************************************************************************** 2026-02-14T03:27:50,345 !! 2026-02-14T03:27:50,345 dist._finalize_license_expression() 2026-02-14T03:27:50,351 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-14T03:27:50,352 !! 2026-02-14T03:27:50,353 ******************************************************************************** 2026-02-14T03:27:50,354 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-14T03:27:50,355 License :: OSI Approved :: Apache Software License 2026-02-14T03:27:50,356 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:50,357 ******************************************************************************** 2026-02-14T03:27:50,359 !! 2026-02-14T03:27:50,359 self._finalize_license_expression() 2026-02-14T03:27:50,359 running dist_info 2026-02-14T03:27:50,368 creating /tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info 2026-02-14T03:27:50,368 writing /tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/PKG-INFO 2026-02-14T03:27:50,387 writing dependency_links to /tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-14T03:27:50,398 writing requirements to /tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/requires.txt 2026-02-14T03:27:50,400 writing top-level names to /tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/top_level.txt 2026-02-14T03:27:50,402 writing manifest file '/tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:50,576 reading manifest file '/tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:50,578 adding license file 'LICENSE.txt' 2026-02-14T03:27:50,601 writing manifest file '/tmp/pip-modern-metadata-440l2avt/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:50,603 creating '/tmp/pip-modern-metadata-440l2avt/snowflake_ml_python-1.27.0.dist-info' 2026-02-14T03:27:50,736 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-14T03:27:50,751 Source in /tmp/pip-wheel-o6eg_603/snowflake-ml-python_4b7d3e696a954ba4ab675d8d8b9305f5 has version 1.27.0, which satisfies requirement snowflake-ml-python==1.27.0 from https://files.pythonhosted.org/packages/51/72/5807555bd5692c36e4948c9b63179a506711cc3128ae2446eadc80714fa9/snowflake_ml_python-1.27.0.tar.gz 2026-02-14T03:27:50,752 Removed snowflake-ml-python==1.27.0 from https://files.pythonhosted.org/packages/51/72/5807555bd5692c36e4948c9b63179a506711cc3128ae2446eadc80714fa9/snowflake_ml_python-1.27.0.tar.gz from build tracker '/tmp/pip-build-tracker-phdlm6x5' 2026-02-14T03:27:50,776 Created temporary directory: /tmp/pip-unpack-ibw_lfuu 2026-02-14T03:27:50,776 Building wheels for collected packages: snowflake-ml-python 2026-02-14T03:27:50,781 Created temporary directory: /tmp/pip-wheel-wkspc1qf 2026-02-14T03:27:50,781 Destination directory: /tmp/pip-wheel-wkspc1qf 2026-02-14T03:27:50,783 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-14T03:27:50,785 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-14T03:27:51,399 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-14T03:27:51,400 !! 2026-02-14T03:27:51,401 ******************************************************************************** 2026-02-14T03:27:51,401 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-14T03:27:51,403 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-14T03:27:51,403 or your builds will no longer be supported. 2026-02-14T03:27:51,404 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:51,405 ******************************************************************************** 2026-02-14T03:27:51,406 !! 2026-02-14T03:27:51,407 corresp(dist, value, root_dir) 2026-02-14T03:27:51,483 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-14T03:27:51,483 !! 2026-02-14T03:27:51,484 ******************************************************************************** 2026-02-14T03:27:51,485 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-14T03:27:51,486 License :: OSI Approved :: Apache Software License 2026-02-14T03:27:51,488 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:51,488 ******************************************************************************** 2026-02-14T03:27:51,489 !! 2026-02-14T03:27:51,489 dist._finalize_license_expression() 2026-02-14T03:27:51,501 /tmp/pip-build-env-thnt9xgo/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-14T03:27:51,501 !! 2026-02-14T03:27:51,502 ******************************************************************************** 2026-02-14T03:27:51,503 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-14T03:27:51,504 License :: OSI Approved :: Apache Software License 2026-02-14T03:27:51,505 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-14T03:27:51,505 ******************************************************************************** 2026-02-14T03:27:51,506 !! 2026-02-14T03:27:51,506 self._finalize_license_expression() 2026-02-14T03:27:51,507 running bdist_wheel 2026-02-14T03:27:51,524 running build 2026-02-14T03:27:51,524 running build_py 2026-02-14T03:27:51,531 creating build/lib/snowflake/cortex 2026-02-14T03:27:51,534 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,537 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,539 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,541 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,543 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,545 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,548 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,550 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,552 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,554 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,556 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,558 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-14T03:27:51,561 creating build/lib/snowflake/ml 2026-02-14T03:27:51,562 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-14T03:27:51,565 creating build/lib/snowflake/ml/model 2026-02-14T03:27:51,566 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,569 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,572 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,574 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,577 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,579 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,582 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,584 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,586 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,589 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,591 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,593 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-14T03:27:51,596 creating build/lib/snowflake/ml/monitoring 2026-02-14T03:27:51,597 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-14T03:27:51,600 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-14T03:27:51,603 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-14T03:27:51,605 creating build/lib/snowflake/ml/jobs 2026-02-14T03:27:51,607 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-14T03:27:51,609 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-14T03:27:51,611 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-14T03:27:51,613 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-14T03:27:51,616 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-14T03:27:51,620 creating build/lib/snowflake/ml/experiment 2026-02-14T03:27:51,621 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-14T03:27:51,623 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-14T03:27:51,625 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-14T03:27:51,627 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-14T03:27:51,630 creating build/lib/snowflake/ml/registry 2026-02-14T03:27:51,631 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-14T03:27:51,633 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-14T03:27:51,637 creating build/lib/snowflake/ml/dataset 2026-02-14T03:27:51,638 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-14T03:27:51,640 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-14T03:27:51,643 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-14T03:27:51,645 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-14T03:27:51,647 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-14T03:27:51,650 creating build/lib/snowflake/ml/utils 2026-02-14T03:27:51,652 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-02-14T03:27:51,654 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-14T03:27:51,656 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-14T03:27:51,658 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-14T03:27:51,660 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-14T03:27:51,663 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-14T03:27:51,666 creating build/lib/snowflake/ml/lineage 2026-02-14T03:27:51,667 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-14T03:27:51,670 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-14T03:27:51,673 creating build/lib/snowflake/ml/fileset 2026-02-14T03:27:51,674 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-14T03:27:51,677 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-14T03:27:51,679 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-14T03:27:51,682 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-14T03:27:51,685 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-14T03:27:51,688 creating build/lib/snowflake/ml/data 2026-02-14T03:27:51,689 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-14T03:27:51,691 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-14T03:27:51,693 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-14T03:27:51,694 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-14T03:27:51,697 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-14T03:27:51,699 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-14T03:27:51,701 creating build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,702 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,704 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,707 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,710 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,711 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,714 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,715 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,721 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,723 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:51,726 creating build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,727 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,729 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,731 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,733 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,735 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,738 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,740 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,743 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,745 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-14T03:27:51,747 creating build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,748 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,751 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,754 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,756 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,758 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,760 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,762 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,764 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,766 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,769 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-14T03:27:51,771 creating build/lib/snowflake/ml/model/_packager 2026-02-14T03:27:51,773 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-14T03:27:51,775 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-14T03:27:51,777 creating build/lib/snowflake/ml/model/_model_composer 2026-02-14T03:27:51,778 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-14T03:27:51,781 creating build/lib/snowflake/ml/model/models 2026-02-14T03:27:51,782 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-14T03:27:51,785 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-14T03:27:51,788 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:51,789 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:51,791 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:51,792 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:51,795 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-14T03:27:51,796 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-14T03:27:51,798 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-14T03:27:51,800 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-14T03:27:51,801 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-14T03:27:51,804 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,805 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,808 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,810 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,812 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,815 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,818 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,820 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,822 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,825 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,827 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,829 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,831 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,834 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,836 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,839 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,841 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:51,844 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:51,845 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:51,847 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:51,849 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:51,850 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:51,852 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:51,854 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-14T03:27:51,855 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-14T03:27:51,858 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:51,859 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:51,861 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:51,863 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:51,866 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-14T03:27:51,867 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-14T03:27:51,869 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-14T03:27:51,870 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-14T03:27:51,872 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-14T03:27:51,875 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:51,876 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:51,878 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:51,880 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:51,882 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:51,884 creating build/lib/snowflake/ml/model/_client/model 2026-02-14T03:27:51,885 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-14T03:27:51,887 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-14T03:27:51,889 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-14T03:27:51,892 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-14T03:27:51,896 creating build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,897 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,899 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,902 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,903 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,906 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,908 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-14T03:27:51,911 creating build/lib/snowflake/ml/model/_client/ops 2026-02-14T03:27:51,912 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-14T03:27:51,914 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-14T03:27:51,917 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-14T03:27:51,919 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-14T03:27:51,921 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-14T03:27:51,924 creating build/lib/snowflake/ml/model/_client/service 2026-02-14T03:27:51,925 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-14T03:27:51,928 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-14T03:27:51,929 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-14T03:27:51,932 creating build/lib/snowflake/ml/monitoring/entities 2026-02-14T03:27:51,933 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-14T03:27:51,935 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-14T03:27:51,936 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-14T03:27:51,939 creating build/lib/snowflake/ml/monitoring/_client 2026-02-14T03:27:51,940 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-14T03:27:51,944 creating build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,945 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,947 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,949 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,951 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,953 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,955 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,957 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,959 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,960 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,963 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-14T03:27:51,966 creating build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,967 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,969 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,972 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,974 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,976 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,977 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,979 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,981 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-14T03:27:51,984 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:51,985 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:51,988 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:51,990 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:51,992 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:51,994 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:51,996 creating build/lib/snowflake/ml/experiment/_entities 2026-02-14T03:27:51,997 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-14T03:27:51,999 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-14T03:27:52,001 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-14T03:27:52,002 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-14T03:27:52,005 creating build/lib/snowflake/ml/experiment/callback 2026-02-14T03:27:52,006 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-14T03:27:52,008 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-14T03:27:52,010 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-14T03:27:52,013 creating build/lib/snowflake/ml/experiment/_client 2026-02-14T03:27:52,014 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-14T03:27:52,016 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-14T03:27:52,018 creating build/lib/snowflake/ml/registry/_manager 2026-02-14T03:27:52,019 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-14T03:27:52,022 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-14T03:27:52,025 creating build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,027 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,030 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,033 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,035 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,038 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,041 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,044 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,047 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,050 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,053 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,056 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,059 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,061 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,064 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-14T03:27:52,068 creating build/lib/snowflake/ml/modeling/impute 2026-02-14T03:27:52,069 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-14T03:27:52,071 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-14T03:27:52,074 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-14T03:27:52,076 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-14T03:27:52,079 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-14T03:27:52,082 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-14T03:27:52,083 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-14T03:27:52,086 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-14T03:27:52,088 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-14T03:27:52,091 creating build/lib/snowflake/ml/modeling/compose 2026-02-14T03:27:52,092 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-14T03:27:52,095 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-14T03:27:52,097 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-14T03:27:52,100 creating build/lib/snowflake/ml/modeling/mixture 2026-02-14T03:27:52,101 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-14T03:27:52,103 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-14T03:27:52,106 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-14T03:27:52,109 creating build/lib/snowflake/ml/modeling/calibration 2026-02-14T03:27:52,110 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-14T03:27:52,112 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-14T03:27:52,116 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,117 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,120 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,123 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,126 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,130 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,133 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,136 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,139 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,142 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,145 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,148 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,150 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,153 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,156 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,159 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,162 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,165 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,168 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,171 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,174 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,176 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,180 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,183 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,186 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,189 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,193 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,197 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,201 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,205 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,208 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,211 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,214 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,218 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,221 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,225 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,229 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-14T03:27:52,233 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,234 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,237 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,241 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,244 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,248 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,251 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,255 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,257 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,260 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,264 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,267 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,270 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,274 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,277 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,280 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,284 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,287 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-14T03:27:52,291 creating build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,292 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,296 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,299 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,301 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,304 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,307 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,311 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,315 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,318 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-14T03:27:52,322 creating build/lib/snowflake/ml/modeling/tree 2026-02-14T03:27:52,323 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-14T03:27:52,325 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-14T03:27:52,329 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-14T03:27:52,332 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-14T03:27:52,335 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-14T03:27:52,339 creating build/lib/snowflake/ml/modeling/framework 2026-02-14T03:27:52,340 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-14T03:27:52,343 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-14T03:27:52,346 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,347 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,350 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,352 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,355 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,358 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,361 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,364 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,367 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,370 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:52,373 creating build/lib/snowflake/ml/modeling/parameters 2026-02-14T03:27:52,374 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-14T03:27:52,376 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-14T03:27:52,378 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-14T03:27:52,380 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:52,381 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:52,383 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:52,386 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:52,390 creating build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,391 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,395 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,398 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,400 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,403 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,407 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,410 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-14T03:27:52,414 creating build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,415 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,417 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,419 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,422 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,424 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,426 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,430 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-14T03:27:52,433 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-14T03:27:52,434 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-14T03:27:52,437 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-14T03:27:52,439 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-14T03:27:52,442 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,443 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,445 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,448 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,451 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,455 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,458 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:52,463 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,464 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,467 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,469 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,473 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,476 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,479 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:52,482 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,483 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,486 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,488 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,491 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,494 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,497 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,500 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,503 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,507 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,510 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-14T03:27:52,513 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-14T03:27:52,514 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-14T03:27:52,517 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-14T03:27:52,519 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-14T03:27:52,522 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-14T03:27:52,526 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-14T03:27:52,527 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-14T03:27:52,530 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-14T03:27:52,532 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-14T03:27:52,535 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-14T03:27:52,538 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-14T03:27:52,542 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-14T03:27:52,543 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-14T03:27:52,546 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-14T03:27:52,549 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-14T03:27:52,549 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-14T03:27:52,551 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-14T03:27:52,555 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,556 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,559 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,562 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,565 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,568 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,571 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,574 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,578 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,580 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,583 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,586 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-14T03:27:52,590 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:52,591 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:52,593 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:52,596 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:52,600 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:52,601 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:52,604 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:52,606 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:52,609 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-14T03:27:52,610 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-14T03:27:52,613 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-14T03:27:52,615 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-14T03:27:52,619 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-14T03:27:52,623 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,624 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,627 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,632 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,635 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,639 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,641 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,645 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,647 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,650 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,653 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,656 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,659 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:52,663 creating build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,664 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,667 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,670 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,673 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,675 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,678 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-14T03:27:52,681 creating build/lib/snowflake/ml/modeling/manifold 2026-02-14T03:27:52,682 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-14T03:27:52,686 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-14T03:27:52,688 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-14T03:27:52,692 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-14T03:27:52,696 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-14T03:27:52,701 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-14T03:27:52,703 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-14T03:27:52,706 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-14T03:27:52,709 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:52,710 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:52,713 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:52,716 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:52,719 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:52,723 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:52,725 creating build/lib/snowflake/ml/data/_internal 2026-02-14T03:27:52,726 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-14T03:27:52,729 creating build/lib/snowflake/ml/feature_store/examples 2026-02-14T03:27:52,730 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-14T03:27:52,733 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-14T03:27:52,734 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-14T03:27:52,737 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-14T03:27:52,738 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-14T03:27:52,740 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-14T03:27:52,741 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-14T03:27:52,744 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-14T03:27:52,745 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-14T03:27:52,747 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-14T03:27:52,748 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-14T03:27:52,750 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-14T03:27:52,752 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-14T03:27:52,753 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-14T03:27:52,755 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-14T03:27:52,758 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-14T03:27:52,758 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-14T03:27:52,760 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-14T03:27:52,763 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-14T03:27:52,764 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-14T03:27:52,766 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-14T03:27:52,768 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,769 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,771 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,772 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,774 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,776 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,778 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,780 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,782 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,783 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-14T03:27:52,786 creating build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,787 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,789 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,791 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,793 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,795 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,798 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,800 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,802 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,804 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,806 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,808 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,810 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,812 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,814 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,816 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,818 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,820 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,822 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-14T03:27:52,824 creating build/lib/snowflake/ml/_internal/lineage 2026-02-14T03:27:52,825 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-14T03:27:52,828 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:52,829 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:52,831 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:52,833 running egg_info 2026-02-14T03:27:52,843 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-14T03:27:52,862 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-14T03:27:52,872 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-14T03:27:52,874 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-14T03:27:53,030 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:53,055 adding license file 'LICENSE.txt' 2026-02-14T03:27:53,084 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-14T03:27:53,218 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-14T03:27:53,248 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,250 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,252 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,264 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-14T03:27:53,265 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-14T03:27:53,268 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-14T03:27:53,277 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,279 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,372 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-14T03:27:53,374 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:53,375 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:53,377 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:53,379 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:53,382 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:53,383 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:53,386 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-14T03:27:53,388 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-14T03:27:53,390 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-14T03:27:53,407 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:53,409 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:53,464 installing to build/bdist.linux-armv7l/wheel 2026-02-14T03:27:53,464 running install 2026-02-14T03:27:53,487 running install_lib 2026-02-14T03:27:53,493 creating build/bdist.linux-armv7l/wheel 2026-02-14T03:27:53,495 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-14T03:27:53,497 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-14T03:27:53,498 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,500 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,502 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,504 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,505 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,507 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,509 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,511 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,513 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,515 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,517 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,519 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-14T03:27:53,521 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-14T03:27:53,523 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-14T03:27:53,524 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,528 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-14T03:27:53,529 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,531 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,534 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,536 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,538 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,540 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,542 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,544 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,546 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,549 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-14T03:27:53,551 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-14T03:27:53,553 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:53,554 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:53,556 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:53,558 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-14T03:27:53,559 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-14T03:27:53,562 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-14T03:27:53,563 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-14T03:27:53,566 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-14T03:27:53,568 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-14T03:27:53,569 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-14T03:27:53,572 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,573 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,576 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,578 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,580 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,583 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,586 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,589 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,592 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,594 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,596 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,599 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,601 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,603 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,605 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,608 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,610 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-14T03:27:53,613 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:53,614 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:53,616 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:53,618 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:53,620 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:53,622 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-14T03:27:53,624 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-14T03:27:53,625 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-14T03:27:53,629 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:53,630 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:53,632 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:53,633 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-14T03:27:53,636 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-14T03:27:53,639 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-14T03:27:53,640 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-14T03:27:53,643 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-14T03:27:53,644 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-02-14T03:27:53,646 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-14T03:27:53,647 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-02-14T03:27:53,649 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-02-14T03:27:53,652 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,653 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,656 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,658 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,660 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,662 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,664 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,666 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-14T03:27:53,668 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,670 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,672 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,675 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,677 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,680 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-14T03:27:53,681 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-14T03:27:53,683 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-14T03:27:53,686 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,688 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,690 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,692 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,694 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,696 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-14T03:27:53,698 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-14T03:27:53,699 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-14T03:27:53,701 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-14T03:27:53,703 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-14T03:27:53,706 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-14T03:27:53,709 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-14T03:27:53,710 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-14T03:27:53,712 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-14T03:27:53,715 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-14T03:27:53,716 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-14T03:27:53,719 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-14T03:27:53,721 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-14T03:27:53,724 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-14T03:27:53,725 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-14T03:27:53,727 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-14T03:27:53,730 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-14T03:27:53,733 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-14T03:27:53,734 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-14T03:27:53,738 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-14T03:27:53,739 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-14T03:27:53,742 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-14T03:27:53,744 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-14T03:27:53,746 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-14T03:27:53,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-14T03:27:53,749 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-14T03:27:53,752 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-14T03:27:53,755 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-14T03:27:53,756 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-14T03:27:53,758 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-14T03:27:53,759 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-14T03:27:53,762 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-14T03:27:53,764 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-14T03:27:53,765 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-14T03:27:53,768 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-14T03:27:53,769 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-14T03:27:53,771 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-14T03:27:53,773 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-14T03:27:53,775 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-14T03:27:53,776 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,778 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,780 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,783 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,785 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,787 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,789 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,791 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,792 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,795 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,797 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,799 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,801 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,804 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,806 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-14T03:27:53,808 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,810 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,812 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-14T03:27:53,814 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-14T03:27:53,817 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-14T03:27:53,818 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-14T03:27:53,820 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-14T03:27:53,823 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-14T03:27:53,824 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,826 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,829 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,831 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,834 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,835 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,837 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,840 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-14T03:27:53,842 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-14T03:27:53,845 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-14T03:27:53,847 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-14T03:27:53,848 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-14T03:27:53,850 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-14T03:27:53,852 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-14T03:27:53,855 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-14T03:27:53,860 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-14T03:27:53,862 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-14T03:27:53,864 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-14T03:27:53,866 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-14T03:27:53,869 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-14T03:27:53,870 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-14T03:27:53,873 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-14T03:27:53,875 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-14T03:27:53,878 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-14T03:27:53,879 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-14T03:27:53,882 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-14T03:27:53,884 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-14T03:27:53,886 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-14T03:27:53,888 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-14T03:27:53,889 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-14T03:27:53,892 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-14T03:27:53,895 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-14T03:27:53,898 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-14T03:27:53,899 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-14T03:27:53,901 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-14T03:27:53,904 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-14T03:27:53,906 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-14T03:27:53,908 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-14T03:27:53,910 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-14T03:27:53,911 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-14T03:27:53,914 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-14T03:27:53,915 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-14T03:27:53,917 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-14T03:27:53,920 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-14T03:27:53,922 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-14T03:27:53,925 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-14T03:27:53,926 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-14T03:27:53,928 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,931 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,935 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,937 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,940 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,944 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,947 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,950 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,953 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,957 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,960 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,963 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,967 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,969 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-14T03:27:53,973 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-14T03:27:53,974 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-14T03:27:53,977 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-14T03:27:53,981 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-14T03:27:53,983 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-14T03:27:53,986 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-14T03:27:53,990 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-14T03:27:53,991 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-14T03:27:53,994 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-14T03:27:53,996 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-14T03:27:54,000 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-14T03:27:54,001 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-14T03:27:54,005 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-14T03:27:54,007 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-14T03:27:54,010 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-14T03:27:54,011 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-14T03:27:54,013 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-14T03:27:54,017 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-14T03:27:54,021 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-14T03:27:54,022 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-14T03:27:54,024 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-14T03:27:54,028 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,029 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,032 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,035 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,039 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,042 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,045 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,048 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,052 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,055 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,058 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,061 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,063 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,067 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,070 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,074 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,077 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,081 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,084 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,087 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,090 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,093 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,097 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,100 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,103 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,106 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,109 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,112 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,115 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,118 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,121 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,125 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,128 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,131 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,135 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,138 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,142 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-14T03:27:54,146 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,147 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,150 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,153 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,157 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,160 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,164 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,168 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,169 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,173 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,176 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,180 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,183 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,186 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,190 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,193 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,196 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,199 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-14T03:27:54,203 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-14T03:27:54,204 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,207 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,211 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,212 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,216 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,219 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,222 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,225 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,228 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-14T03:27:54,232 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-14T03:27:54,233 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-14T03:27:54,235 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-14T03:27:54,238 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-14T03:27:54,241 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-14T03:27:54,244 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-14T03:27:54,248 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-14T03:27:54,249 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-14T03:27:54,252 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-14T03:27:54,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,256 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,260 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,262 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,265 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,268 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,271 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,274 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,277 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,280 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-14T03:27:54,284 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-14T03:27:54,285 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-14T03:27:54,287 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-14T03:27:54,288 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-14T03:27:54,291 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:54,292 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:54,293 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:54,297 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-14T03:27:54,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-14T03:27:54,301 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,305 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,308 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,310 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,313 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,317 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,320 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-14T03:27:54,324 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-14T03:27:54,325 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,328 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,330 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,332 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,335 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,337 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,340 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-14T03:27:54,343 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-14T03:27:54,344 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-14T03:27:54,347 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-14T03:27:54,349 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-14T03:27:54,353 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,354 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,356 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,359 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,362 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,365 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,368 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-14T03:27:54,372 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,373 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,376 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,378 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,381 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,384 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,387 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-14T03:27:54,391 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,392 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,396 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,398 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,401 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,404 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,407 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,411 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,414 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,417 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,421 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-14T03:27:54,424 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-14T03:27:54,425 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-14T03:27:54,428 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-14T03:27:54,430 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-14T03:27:54,433 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-14T03:27:54,437 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-14T03:27:54,438 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-14T03:27:54,442 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-14T03:27:54,444 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-14T03:27:54,447 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-14T03:27:54,450 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-14T03:27:54,454 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-14T03:27:54,455 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-14T03:27:54,458 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-14T03:27:54,460 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-14T03:27:54,461 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-14T03:27:54,463 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-14T03:27:54,467 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,468 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,471 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,474 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,477 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,480 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,483 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,486 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,489 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,491 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,494 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,497 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-14T03:27:54,500 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:54,501 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:54,503 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:54,506 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-14T03:27:54,510 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:54,511 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:54,514 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:54,516 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-14T03:27:54,520 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-14T03:27:54,521 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-14T03:27:54,524 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-14T03:27:54,526 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-14T03:27:54,529 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-14T03:27:54,533 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,534 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,537 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,540 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,542 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,545 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,547 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,549 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,552 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,554 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,556 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,558 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,560 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-14T03:27:54,564 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-14T03:27:54,565 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-14T03:27:54,566 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-14T03:27:54,569 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-14T03:27:54,571 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-14T03:27:54,573 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-14T03:27:54,576 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-14T03:27:54,578 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-14T03:27:54,580 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:54,581 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:54,584 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:54,587 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:54,590 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:54,594 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-14T03:27:54,596 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-14T03:27:54,599 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-14T03:27:54,602 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-14T03:27:54,603 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-14T03:27:54,606 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-14T03:27:54,608 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-14T03:27:54,612 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-14T03:27:54,615 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-14T03:27:54,618 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-14T03:27:54,620 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-14T03:27:54,621 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-14T03:27:54,624 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-14T03:27:54,626 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-14T03:27:54,628 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-14T03:27:54,630 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-14T03:27:54,633 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-14T03:27:54,636 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-14T03:27:54,638 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-14T03:27:54,642 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-14T03:27:54,643 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-14T03:27:54,645 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-14T03:27:54,646 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-14T03:27:54,649 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-14T03:27:54,651 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-14T03:27:54,653 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-14T03:27:54,655 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-14T03:27:54,657 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-14T03:27:54,660 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-14T03:27:54,662 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,664 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,667 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,670 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,673 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,676 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,678 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,684 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,688 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-14T03:27:54,691 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-14T03:27:54,692 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-14T03:27:54,696 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-14T03:27:54,697 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-14T03:27:54,700 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-14T03:27:54,701 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-14T03:27:54,704 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-14T03:27:54,706 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-14T03:27:54,709 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:54,711 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:54,713 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:54,716 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:54,718 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:54,721 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-14T03:27:54,723 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-14T03:27:54,725 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-02-14T03:27:54,728 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-14T03:27:54,730 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-14T03:27:54,732 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-14T03:27:54,734 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-02-14T03:27:54,737 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-14T03:27:54,738 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-14T03:27:54,740 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-14T03:27:54,741 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-14T03:27:54,743 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-14T03:27:54,745 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-14T03:27:54,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-14T03:27:54,749 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-14T03:27:54,751 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-14T03:27:54,752 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-02-14T03:27:54,755 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-02-14T03:27:54,756 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-14T03:27:54,759 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-14T03:27:54,760 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,762 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,763 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,765 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,767 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,769 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,771 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,773 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,775 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,776 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,778 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-14T03:27:54,780 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-14T03:27:54,781 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,783 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,786 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,788 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,789 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,792 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,794 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,796 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,797 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,800 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,802 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,804 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,805 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,808 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,810 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,812 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,814 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,816 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-14T03:27:54,818 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,820 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,822 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,824 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,827 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,829 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-14T03:27:54,830 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-14T03:27:54,832 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,836 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,838 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-14T03:27:54,841 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:54,842 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:54,845 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:54,847 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:54,849 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-14T03:27:54,852 running install_egg_info 2026-02-14T03:27:54,860 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.27.0-py3.11.egg-info 2026-02-14T03:27:54,876 running install_scripts 2026-02-14T03:27:54,894 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.27.0.dist-info/WHEEL 2026-02-14T03:27:54,898 creating '/tmp/pip-wheel-wkspc1qf/.tmp-bngf28ih/snowflake_ml_python-1.27.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-14T03:27:54,902 adding 'snowflake/cortex/__init__.py' 2026-02-14T03:27:54,905 adding 'snowflake/cortex/_classify_text.py' 2026-02-14T03:27:54,910 adding 'snowflake/cortex/_complete.py' 2026-02-14T03:27:54,912 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-14T03:27:54,915 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-14T03:27:54,917 adding 'snowflake/cortex/_extract_answer.py' 2026-02-14T03:27:54,921 adding 'snowflake/cortex/_finetune.py' 2026-02-14T03:27:54,923 adding 'snowflake/cortex/_sentiment.py' 2026-02-14T03:27:54,926 adding 'snowflake/cortex/_sse_client.py' 2026-02-14T03:27:54,928 adding 'snowflake/cortex/_summarize.py' 2026-02-14T03:27:54,931 adding 'snowflake/cortex/_translate.py' 2026-02-14T03:27:54,933 adding 'snowflake/cortex/_util.py' 2026-02-14T03:27:54,936 adding 'snowflake/ml/version.py' 2026-02-14T03:27:54,938 adding 'snowflake/ml/_internal/env.py' 2026-02-14T03:27:54,943 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-14T03:27:54,946 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-14T03:27:54,948 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-14T03:27:54,949 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-14T03:27:54,951 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-14T03:27:54,953 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-14T03:27:54,957 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-14T03:27:54,959 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-14T03:27:54,961 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-14T03:27:54,963 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-14T03:27:54,965 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-14T03:27:54,967 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-14T03:27:54,968 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-14T03:27:54,970 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-14T03:27:54,972 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-14T03:27:54,973 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-14T03:27:54,975 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-14T03:27:54,977 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-14T03:27:54,978 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-14T03:27:54,980 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-14T03:27:54,982 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-14T03:27:54,984 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-14T03:27:54,987 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-14T03:27:54,989 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-14T03:27:54,990 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-14T03:27:54,993 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-14T03:27:54,995 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-14T03:27:54,997 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-14T03:27:54,998 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-14T03:27:55,000 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-14T03:27:55,007 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-14T03:27:55,009 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-14T03:27:55,011 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-14T03:27:55,013 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-14T03:27:55,015 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-14T03:27:55,017 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-14T03:27:55,019 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-14T03:27:55,021 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-14T03:27:55,022 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-14T03:27:55,024 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-14T03:27:55,026 adding 'snowflake/ml/data/__init__.py' 2026-02-14T03:27:55,029 adding 'snowflake/ml/data/data_connector.py' 2026-02-14T03:27:55,030 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-14T03:27:55,032 adding 'snowflake/ml/data/data_source.py' 2026-02-14T03:27:55,034 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-14T03:27:55,036 adding 'snowflake/ml/data/torch_utils.py' 2026-02-14T03:27:55,039 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-14T03:27:55,041 adding 'snowflake/ml/dataset/__init__.py' 2026-02-14T03:27:55,044 adding 'snowflake/ml/dataset/dataset.py' 2026-02-14T03:27:55,046 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-14T03:27:55,047 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-14T03:27:55,049 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-14T03:27:55,051 adding 'snowflake/ml/experiment/__init__.py' 2026-02-14T03:27:55,053 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-14T03:27:55,056 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-14T03:27:55,058 adding 'snowflake/ml/experiment/utils.py' 2026-02-14T03:27:55,061 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-14T03:27:55,063 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-14T03:27:55,065 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-14T03:27:55,066 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-14T03:27:55,068 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-14T03:27:55,070 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-14T03:27:55,072 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-14T03:27:55,074 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-14T03:27:55,076 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-14T03:27:55,078 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-14T03:27:55,080 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-14T03:27:55,082 adding 'snowflake/ml/feature_store/aggregation.py' 2026-02-14T03:27:55,084 adding 'snowflake/ml/feature_store/entity.py' 2026-02-14T03:27:55,086 adding 'snowflake/ml/feature_store/feature.py' 2026-02-14T03:27:55,106 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-14T03:27:55,114 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-14T03:27:55,117 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-02-14T03:27:55,121 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-02-14T03:27:55,124 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-14T03:27:55,126 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-14T03:27:55,128 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-14T03:27:55,130 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-14T03:27:55,132 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-14T03:27:55,134 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-14T03:27:55,135 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-14T03:27:55,137 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-14T03:27:55,139 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-14T03:27:55,141 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-14T03:27:55,143 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-14T03:27:55,145 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-14T03:27:55,146 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-14T03:27:55,149 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-14T03:27:55,150 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-14T03:27:55,152 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-14T03:27:55,153 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-14T03:27:55,155 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-14T03:27:55,157 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-14T03:27:55,159 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-14T03:27:55,161 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-14T03:27:55,163 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-14T03:27:55,165 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-14T03:27:55,168 adding 'snowflake/ml/fileset/fileset.py' 2026-02-14T03:27:55,171 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-14T03:27:55,173 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-14T03:27:55,177 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-14T03:27:55,179 adding 'snowflake/ml/jobs/__init__.py' 2026-02-14T03:27:55,181 adding 'snowflake/ml/jobs/decorators.py' 2026-02-14T03:27:55,184 adding 'snowflake/ml/jobs/job.py' 2026-02-14T03:27:55,187 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-14T03:27:55,190 adding 'snowflake/ml/jobs/manager.py' 2026-02-14T03:27:55,193 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-14T03:27:55,194 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-02-14T03:27:55,196 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-02-14T03:27:55,199 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-02-14T03:27:55,201 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-02-14T03:27:55,204 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-02-14T03:27:55,206 adding 'snowflake/ml/jobs/_interop/results.py' 2026-02-14T03:27:55,208 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-02-14T03:27:55,210 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-02-14T03:27:55,212 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-02-14T03:27:55,214 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-02-14T03:27:55,215 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-02-14T03:27:55,220 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-02-14T03:27:55,222 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-02-14T03:27:55,224 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-02-14T03:27:55,225 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-02-14T03:27:55,227 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-02-14T03:27:55,229 adding 'snowflake/ml/jobs/_utils/types.py' 2026-02-14T03:27:55,231 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-02-14T03:27:55,233 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-02-14T03:27:55,237 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-02-14T03:27:55,239 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-02-14T03:27:55,241 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-02-14T03:27:55,243 adding 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'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-02-14T03:27:55,328 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-02-14T03:27:55,330 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-02-14T03:27:55,332 adding 'snowflake/ml/model/_client/sql/model.py' 2026-02-14T03:27:55,334 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-02-14T03:27:55,338 adding 'snowflake/ml/model/_client/sql/service.py' 2026-02-14T03:27:55,340 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-02-14T03:27:55,342 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-02-14T03:27:55,345 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-02-14T03:27:55,348 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-02-14T03:27:55,349 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-02-14T03:27:55,351 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-02-14T03:27:55,353 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-02-14T03:27:55,355 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-02-14T03:27:55,357 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-02-14T03:27:55,358 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-02-14T03:27:55,361 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-02-14T03:27:55,362 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-02-14T03:27:55,364 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-02-14T03:27:55,367 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-02-14T03:27:55,369 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-02-14T03:27:55,372 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-02-14T03:27:55,375 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-02-14T03:27:55,378 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-02-14T03:27:55,380 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-02-14T03:27:55,382 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-02-14T03:27:55,388 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-02-14T03:27:55,390 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-02-14T03:27:55,392 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-02-14T03:27:55,395 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-02-14T03:27:55,398 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-02-14T03:27:55,400 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-02-14T03:27:55,403 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-02-14T03:27:55,406 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-02-14T03:27:55,409 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-02-14T03:27:55,411 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-02-14T03:27:55,414 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-02-14T03:27:55,416 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-02-14T03:27:55,419 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-02-14T03:27:55,420 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-02-14T03:27:55,422 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-02-14T03:27:55,424 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-02-14T03:27:55,425 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-02-14T03:27:55,427 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-02-14T03:27:55,430 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-02-14T03:27:55,431 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-02-14T03:27:55,433 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-02-14T03:27:55,434 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-02-14T03:27:55,435 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-02-14T03:27:55,437 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-02-14T03:27:55,438 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-02-14T03:27:55,440 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-02-14T03:27:55,442 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-02-14T03:27:55,443 adding 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adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-02-14T03:27:55,494 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-02-14T03:27:55,496 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-02-14T03:27:55,501 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-02-14T03:27:55,503 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-02-14T03:27:55,507 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-02-14T03:27:55,512 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-02-14T03:27:55,517 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-02-14T03:27:55,522 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-02-14T03:27:55,527 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-02-14T03:27:55,532 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-02-14T03:27:55,537 adding 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'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-02-14T03:27:55,593 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-02-14T03:27:55,598 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-02-14T03:27:55,603 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-02-14T03:27:55,607 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-02-14T03:27:55,612 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-02-14T03:27:55,616 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-02-14T03:27:55,618 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-02-14T03:27:55,623 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-02-14T03:27:55,627 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-02-14T03:27:55,632 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-02-14T03:27:55,637 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-02-14T03:27:55,642 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-02-14T03:27:55,647 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-02-14T03:27:55,652 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-02-14T03:27:55,657 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-02-14T03:27:55,662 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-02-14T03:27:55,666 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-02-14T03:27:55,668 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-02-14T03:27:55,673 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-02-14T03:27:55,678 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-02-14T03:27:55,680 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-02-14T03:27:55,684 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-02-14T03:27:55,689 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-02-14T03:27:55,694 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-02-14T03:27:55,698 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-14T03:27:55,704 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-14T03:27:55,709 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-14T03:27:55,715 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-14T03:27:55,720 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-14T03:27:55,726 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-14T03:27:55,732 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-14T03:27:55,737 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-14T03:27:55,742 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-02-14T03:27:55,747 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-02-14T03:27:55,752 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-02-14T03:27:55,757 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-02-14T03:27:55,762 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-02-14T03:27:55,764 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-02-14T03:27:55,768 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-02-14T03:27:55,772 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-02-14T03:27:55,777 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-02-14T03:27:55,782 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-02-14T03:27:55,786 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-02-14T03:27:55,791 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-02-14T03:27:55,796 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-02-14T03:27:55,800 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-02-14T03:27:55,803 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-02-14T03:27:55,807 adding 'snowflake/ml/modeling/framework/base.py' 2026-02-14T03:27:55,809 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-02-14T03:27:55,813 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-02-14T03:27:55,818 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-02-14T03:27:55,820 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-02-14T03:27:55,825 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-02-14T03:27:55,830 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-02-14T03:27:55,835 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-02-14T03:27:55,838 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-02-14T03:27:55,840 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-02-14T03:27:55,844 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-14T03:27:55,849 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-14T03:27:55,854 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-14T03:27:55,858 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-14T03:27:55,863 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-14T03:27:55,865 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-14T03:27:55,869 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-14T03:27:55,871 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-14T03:27:55,876 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-14T03:27:55,880 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-14T03:27:55,882 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-14T03:27:55,887 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-14T03:27:55,892 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-14T03:27:55,897 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-14T03:27:55,902 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-14T03:27:55,906 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-14T03:27:55,911 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-14T03:27:55,916 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-14T03:27:55,920 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-14T03:27:55,925 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-14T03:27:55,930 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-14T03:27:55,935 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-14T03:27:55,940 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-14T03:27:55,945 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-14T03:27:55,949 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-14T03:27:55,955 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-14T03:27:55,960 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-14T03:27:55,965 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-14T03:27:55,970 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-14T03:27:55,974 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-14T03:27:55,979 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-14T03:27:55,984 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-14T03:27:55,989 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-14T03:27:55,994 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-14T03:27:55,999 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-14T03:27:56,003 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-14T03:27:56,009 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-14T03:27:56,014 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-14T03:27:56,019 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-14T03:27:56,024 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-14T03:27:56,029 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-14T03:27:56,034 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-14T03:27:56,039 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-14T03:27:56,044 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-14T03:27:56,049 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-14T03:27:56,054 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-14T03:27:56,056 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-14T03:27:56,060 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-14T03:27:56,065 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-14T03:27:56,070 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-14T03:27:56,075 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-14T03:27:56,077 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-14T03:27:56,084 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-14T03:27:56,086 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-14T03:27:56,087 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-14T03:27:56,089 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-14T03:27:56,091 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-14T03:27:56,094 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-14T03:27:56,095 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-14T03:27:56,100 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-14T03:27:56,106 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-14T03:27:56,107 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-14T03:27:56,111 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-14T03:27:56,115 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-14T03:27:56,117 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-14T03:27:56,121 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-14T03:27:56,126 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-14T03:27:56,130 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-14T03:27:56,132 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-14T03:27:56,137 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-02-14T03:27:56,141 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-02-14T03:27:56,146 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-02-14T03:27:56,150 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-02-14T03:27:56,155 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-02-14T03:27:56,157 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-02-14T03:27:56,162 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-02-14T03:27:56,167 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-02-14T03:27:56,172 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-02-14T03:27:56,177 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-02-14T03:27:56,182 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-02-14T03:27:56,187 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-02-14T03:27:56,191 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-02-14T03:27:56,197 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-02-14T03:27:56,203 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-02-14T03:27:56,205 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-02-14T03:27:56,209 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-02-14T03:27:56,216 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-02-14T03:27:56,221 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-02-14T03:27:56,223 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-02-14T03:27:56,225 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-02-14T03:27:56,226 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-02-14T03:27:56,227 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-02-14T03:27:56,232 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-02-14T03:27:56,234 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-02-14T03:27:56,235 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-02-14T03:27:56,238 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-02-14T03:27:56,240 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-02-14T03:27:56,242 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-02-14T03:27:56,243 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-02-14T03:27:56,246 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-02-14T03:27:56,255 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-02-14T03:27:56,260 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-02-14T03:27:56,264 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-02-14T03:27:56,266 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-02-14T03:27:56,268 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-14T03:27:56,270 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-14T03:27:56,275 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-14T03:27:56,279 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-14T03:27:56,281 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-14T03:27:56,286 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-14T03:27:56,292 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-14T03:27:56,297 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-14T03:27:56,303 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-14T03:27:56,308 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-14T03:27:56,312 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-14T03:27:56,314 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-14T03:27:56,319 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-14T03:27:56,324 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-14T03:27:56,330 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-14T03:27:56,335 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-14T03:27:56,337 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-14T03:27:56,343 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-14T03:27:56,349 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-14T03:27:56,355 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-14T03:27:56,361 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-14T03:27:56,364 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-14T03:27:56,365 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-14T03:27:56,367 adding 'snowflake/ml/monitoring/shap.py' 2026-02-14T03:27:56,369 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-14T03:27:56,371 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-14T03:27:56,372 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-14T03:27:56,374 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-14T03:27:56,376 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-14T03:27:56,378 adding 'snowflake/ml/registry/__init__.py' 2026-02-14T03:27:56,381 adding 'snowflake/ml/registry/registry.py' 2026-02-14T03:27:56,384 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-14T03:27:56,386 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-14T03:27:56,388 adding 'snowflake/ml/utils/authentication.py' 2026-02-14T03:27:56,390 adding 'snowflake/ml/utils/connection_params.py' 2026-02-14T03:27:56,392 adding 'snowflake/ml/utils/html_utils.py' 2026-02-14T03:27:56,393 adding 'snowflake/ml/utils/sparse.py' 2026-02-14T03:27:56,394 adding 'snowflake/ml/utils/sql_client.py' 2026-02-14T03:27:56,396 adding 'snowflake/ml/utils/stage_file.py' 2026-02-14T03:27:56,399 adding 'snowflake_ml_python-1.27.0.dist-info/licenses/LICENSE.txt' 2026-02-14T03:27:56,415 adding 'snowflake_ml_python-1.27.0.dist-info/METADATA' 2026-02-14T03:27:56,417 adding 'snowflake_ml_python-1.27.0.dist-info/WHEEL' 2026-02-14T03:27:56,418 adding 'snowflake_ml_python-1.27.0.dist-info/top_level.txt' 2026-02-14T03:27:56,426 adding 'snowflake_ml_python-1.27.0.dist-info/RECORD' 2026-02-14T03:27:56,455 removing build/bdist.linux-armv7l/wheel 2026-02-14T03:27:56,692 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-14T03:27:56,758 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.27.0-py3-none-any.whl size=2279873 sha256=173225ca58d2921102882e1eec485f9d8d52e706b2a3fc6ddd92682a6885ba53 2026-02-14T03:27:56,759 Stored in directory: /tmp/pip-ephem-wheel-cache-t_tihuqq/wheels/79/42/17/86ccb3fcec07bd4928c064c887a8bce23fb254357e28f341a6 2026-02-14T03:27:56,810 Successfully built snowflake-ml-python 2026-02-14T03:27:56,874 Removed build tracker: '/tmp/pip-build-tracker-phdlm6x5'