2026-02-06T21:12:53,632 Created temporary directory: /tmp/pip-ephem-wheel-cache-u4079ma9 2026-02-06T21:12:53,635 Created temporary directory: /tmp/pip-build-tracker-sa_z6c0h 2026-02-06T21:12:53,636 Initialized build tracking at /tmp/pip-build-tracker-sa_z6c0h 2026-02-06T21:12:53,636 Created build tracker: /tmp/pip-build-tracker-sa_z6c0h 2026-02-06T21:12:53,637 Entered build tracker: /tmp/pip-build-tracker-sa_z6c0h 2026-02-06T21:12:53,638 Created temporary directory: /tmp/pip-wheel-qa3xwm_c 2026-02-06T21:12:53,642 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 2026-02-06T21:12:53,656 Created temporary directory: /tmp/pip-ephem-wheel-cache-klmag6kg 2026-02-06T21:12:53,702 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-06T21:12:53,708 2 location(s) to search for versions of snowflake-ml-python: 2026-02-06T21:12:53,708 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-06T21:12:53,708 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-06T21:12:53,726 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-06T21:12:53,727 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-06T21:12:53,729 Found index url https://pypi.org/simple 2026-02-06T21:12:53,970 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-06T21:12:53,991 Skipping link: No binaries permitted for snowflake-ml-python: 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https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-06T21:12:54,108 Found index url https://www.piwheels.org/simple 2026-02-06T21:12:54,336 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-06T21:12:54,348 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.22.0-py3-none-any.whl#sha256=9ea45492e427342d207e54c1712b25fe15bc89a394cc0972c99d7a2ded8cbf11 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-06T21:12:54,349 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.21.0-py3-none-any.whl#sha256=3255c2428934cd2c1fda618ae8ad8b989b5fce5b4a42a3b2146713b5c2c8be7e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-06T21:12:54,350 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.20.0-py3-none-any.whl#sha256=7df53f0c85b1bd7c0a660ead74c531227a21930fd396bcf1ba1718386eb795fe (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,350 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.19.0-py3-none-any.whl#sha256=f7f705d19870cf86439bf9bdd594ceffbc1c2a0eca20dce88012ad80b7158a59 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,351 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.18.0-py3-none-any.whl#sha256=e7b7e42a36a4984fa575f699a828c51c33d1de0af5d72fa1febc223782e2c1eb (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,352 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.17.0-py3-none-any.whl#sha256=16a3995e82cf973dd21c4fc6b4aebfc4b561c45994beb79e2c302058a556941d (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,353 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.16.0-py3-none-any.whl#sha256=58592afe6424feb15fe5626e4c773cc2a0366d40b257474b6ef114c3f8333099 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,354 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.15.0-py3-none-any.whl#sha256=28483ee7790519b007719d0961c771e9f7c39eea3f2b2d6c46ced6e1e5b3dd3f (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,354 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.14.0-py3-none-any.whl#sha256=3eff78ba6e3c35fbd84b5615ac3c783e7681cf24841ee43dd0b291f3f1fe0976 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,356 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.13.0-py3-none-any.whl#sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,356 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.12.0-py3-none-any.whl#sha256=fa029aa3cbd1e190cb24328c6479d923cd2019a720fa5ac83ae41fbb0387d1b4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,357 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.11.0-py3-none-any.whl#sha256=3fd25535877c3b5bb63463f06ea31fc65e369cbebf6124644369e3f327105d7c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,358 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.10.0-py3-none-any.whl#sha256=6f5cf9770ca436587c5156ac034cf89dfefec4fa94ebfe8b9a07f539f2c29b71 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,358 Skipping link: No binaries permitted for snowflake-ml-python: 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,362 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,363 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,363 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,364 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,365 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,366 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,367 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-06T21:12:54,367 Skipping link: No binaries permitted for snowflake-ml-python: 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-06T21:12:54,371 Skipping link: No binaries permitted for snowflake-ml-python: 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) 2026-02-06T21:12:54,372 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) 2026-02-06T21:12:54,373 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) 2026-02-06T21:12:54,373 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) 2026-02-06T21:12:54,375 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) 2026-02-06T21:12:54,375 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) 2026-02-06T21:12:54,376 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-06T21:12:54,377 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-06T21:12:54,406 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-06T21:12:54,428 Collecting snowflake-ml-python==1.23.0 2026-02-06T21:12:54,431 Created temporary directory: /tmp/pip-unpack-6ipw6wau 2026-02-06T21:12:54,865 Downloading snowflake_ml_python-1.23.0.tar.gz (1.9 MB) 2026-02-06T21:12:57,005 Added snowflake-ml-python==1.23.0 from https://files.pythonhosted.org/packages/1b/82/126805f1fddaefdd161118f3dfc23b22f0d6560b71d34b990061201978a2/snowflake_ml_python-1.23.0.tar.gz to build tracker '/tmp/pip-build-tracker-sa_z6c0h' 2026-02-06T21:12:57,012 Created temporary directory: /tmp/pip-build-env-gcg403ct 2026-02-06T21:12:57,017 Installing build dependencies: started 2026-02-06T21:12:57,019 Running command pip subprocess to install build dependencies 2026-02-06T21:12:58,808 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-06T21:12:59,819 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 2026-02-06T21:12:59,891 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-06T21:13:02,458 Collecting setuptools>=61.0 2026-02-06T21:13:02,493 Using cached setuptools-81.0.0-py3-none-any.whl (1.1 MB) 2026-02-06T21:13:07,065 Installing collected packages: setuptools 2026-02-06T21:13:11,175 Successfully installed setuptools-81.0.0 2026-02-06T21:13:11,578 Installing build dependencies: finished with status 'done' 2026-02-06T21:13:11,586 Getting requirements to build wheel: started 2026-02-06T21:13:11,587 Running command Getting requirements to build wheel 2026-02-06T21:13:12,671 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-06T21:13:12,671 !! 2026-02-06T21:13:12,673 ******************************************************************************** 2026-02-06T21:13:12,674 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). 2026-02-06T21:13:12,675 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-06T21:13:12,676 or your builds will no longer be supported. 2026-02-06T21:13:12,678 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:12,679 ******************************************************************************** 2026-02-06T21:13:12,680 !! 2026-02-06T21:13:12,681 corresp(dist, value, root_dir) 2026-02-06T21:13:12,910 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-06T21:13:12,911 !! 2026-02-06T21:13:12,912 ******************************************************************************** 2026-02-06T21:13:12,913 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-06T21:13:12,914 License :: OSI Approved :: Apache Software License 2026-02-06T21:13:12,915 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:12,916 ******************************************************************************** 2026-02-06T21:13:12,917 !! 2026-02-06T21:13:12,918 dist._finalize_license_expression() 2026-02-06T21:13:12,947 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-06T21:13:12,948 !! 2026-02-06T21:13:12,949 ******************************************************************************** 2026-02-06T21:13:12,950 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-06T21:13:12,951 License :: OSI Approved :: Apache Software License 2026-02-06T21:13:12,953 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:12,953 ******************************************************************************** 2026-02-06T21:13:12,955 !! 2026-02-06T21:13:12,956 self._finalize_license_expression() 2026-02-06T21:13:12,967 running egg_info 2026-02-06T21:13:12,974 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-06T21:13:12,998 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-06T21:13:13,011 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-06T21:13:13,013 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-06T21:13:13,280 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:13,329 adding license file 'LICENSE.txt' 2026-02-06T21:13:13,361 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:13,510 Getting requirements to build wheel: finished with status 'done' 2026-02-06T21:13:13,515 Created temporary directory: /tmp/pip-modern-metadata-dp8crk3i 2026-02-06T21:13:13,518 Preparing metadata (pyproject.toml): started 2026-02-06T21:13:13,520 Running command Preparing metadata (pyproject.toml) 2026-02-06T21:13:14,608 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-06T21:13:14,608 !! 2026-02-06T21:13:14,610 ******************************************************************************** 2026-02-06T21:13:14,610 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). 2026-02-06T21:13:14,612 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-06T21:13:14,613 or your builds will no longer be supported. 2026-02-06T21:13:14,614 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:14,615 ******************************************************************************** 2026-02-06T21:13:14,617 !! 2026-02-06T21:13:14,618 corresp(dist, value, root_dir) 2026-02-06T21:13:14,715 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-06T21:13:14,715 !! 2026-02-06T21:13:14,717 ******************************************************************************** 2026-02-06T21:13:14,717 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-06T21:13:14,718 License :: OSI Approved :: Apache Software License 2026-02-06T21:13:14,719 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:14,720 ******************************************************************************** 2026-02-06T21:13:14,721 !! 2026-02-06T21:13:14,722 dist._finalize_license_expression() 2026-02-06T21:13:14,732 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-06T21:13:14,733 !! 2026-02-06T21:13:14,734 ******************************************************************************** 2026-02-06T21:13:14,734 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-06T21:13:14,736 License :: OSI Approved :: Apache Software License 2026-02-06T21:13:14,737 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:14,738 ******************************************************************************** 2026-02-06T21:13:14,739 !! 2026-02-06T21:13:14,740 self._finalize_license_expression() 2026-02-06T21:13:14,743 running dist_info 2026-02-06T21:13:14,755 creating /tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info 2026-02-06T21:13:14,757 writing /tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/PKG-INFO 2026-02-06T21:13:14,784 writing dependency_links to /tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-06T21:13:14,807 writing requirements to /tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/requires.txt 2026-02-06T21:13:14,817 writing top-level names to /tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/top_level.txt 2026-02-06T21:13:14,819 writing manifest file '/tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:15,110 reading manifest file '/tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:15,112 adding license file 'LICENSE.txt' 2026-02-06T21:13:15,139 writing manifest file '/tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:15,142 creating '/tmp/pip-modern-metadata-dp8crk3i/snowflake_ml_python-1.23.0.dist-info' 2026-02-06T21:13:15,326 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-06T21:13:15,342 Source in /tmp/pip-wheel-qa3xwm_c/snowflake-ml-python_7d317ce615bd4e08be15fe9b869fbeab has version 1.23.0, which satisfies requirement snowflake-ml-python==1.23.0 from https://files.pythonhosted.org/packages/1b/82/126805f1fddaefdd161118f3dfc23b22f0d6560b71d34b990061201978a2/snowflake_ml_python-1.23.0.tar.gz 2026-02-06T21:13:15,356 Removed snowflake-ml-python==1.23.0 from https://files.pythonhosted.org/packages/1b/82/126805f1fddaefdd161118f3dfc23b22f0d6560b71d34b990061201978a2/snowflake_ml_python-1.23.0.tar.gz from build tracker '/tmp/pip-build-tracker-sa_z6c0h' 2026-02-06T21:13:15,416 Created temporary directory: /tmp/pip-unpack-9hiktx0b 2026-02-06T21:13:15,416 Building wheels for collected packages: snowflake-ml-python 2026-02-06T21:13:15,422 Created temporary directory: /tmp/pip-wheel-md7mvj72 2026-02-06T21:13:15,423 Destination directory: /tmp/pip-wheel-md7mvj72 2026-02-06T21:13:15,426 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-06T21:13:15,428 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-06T21:13:16,329 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-06T21:13:16,329 !! 2026-02-06T21:13:16,330 ******************************************************************************** 2026-02-06T21:13:16,331 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). 2026-02-06T21:13:16,332 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-06T21:13:16,333 or your builds will no longer be supported. 2026-02-06T21:13:16,334 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:16,335 ******************************************************************************** 2026-02-06T21:13:16,336 !! 2026-02-06T21:13:16,337 corresp(dist, value, root_dir) 2026-02-06T21:13:16,433 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-06T21:13:16,433 !! 2026-02-06T21:13:16,435 ******************************************************************************** 2026-02-06T21:13:16,436 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-06T21:13:16,437 License :: OSI Approved :: Apache Software License 2026-02-06T21:13:16,438 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:16,439 ******************************************************************************** 2026-02-06T21:13:16,440 !! 2026-02-06T21:13:16,441 dist._finalize_license_expression() 2026-02-06T21:13:16,458 /tmp/pip-build-env-gcg403ct/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-06T21:13:16,459 !! 2026-02-06T21:13:16,461 ******************************************************************************** 2026-02-06T21:13:16,461 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-06T21:13:16,463 License :: OSI Approved :: Apache Software License 2026-02-06T21:13:16,465 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-06T21:13:16,465 ******************************************************************************** 2026-02-06T21:13:16,467 !! 2026-02-06T21:13:16,467 self._finalize_license_expression() 2026-02-06T21:13:16,468 running bdist_wheel 2026-02-06T21:13:16,512 running build 2026-02-06T21:13:16,513 running build_py 2026-02-06T21:13:16,529 creating build/lib/snowflake/cortex 2026-02-06T21:13:16,533 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,536 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,538 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,541 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,544 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,547 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,549 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,552 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,555 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,558 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,560 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,563 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-06T21:13:16,567 creating build/lib/snowflake/ml 2026-02-06T21:13:16,568 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-06T21:13:16,571 creating build/lib/snowflake/ml/registry 2026-02-06T21:13:16,572 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-06T21:13:16,574 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-06T21:13:16,579 creating build/lib/snowflake/ml/feature_store 2026-02-06T21:13:16,580 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-06T21:13:16,583 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-06T21:13:16,587 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-06T21:13:16,589 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-06T21:13:16,592 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-06T21:13:16,600 creating build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,601 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,604 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,606 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,609 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,611 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,614 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,616 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,618 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,621 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-06T21:13:16,624 creating build/lib/snowflake/ml/monitoring 2026-02-06T21:13:16,625 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-06T21:13:16,628 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-06T21:13:16,630 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-06T21:13:16,633 creating build/lib/snowflake/ml/lineage 2026-02-06T21:13:16,634 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-06T21:13:16,648 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-06T21:13:16,651 creating build/lib/snowflake/ml/jobs 2026-02-06T21:13:16,652 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-06T21:13:16,655 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-06T21:13:16,658 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-06T21:13:16,661 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-06T21:13:16,664 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-06T21:13:16,668 creating build/lib/snowflake/ml/data 2026-02-06T21:13:16,669 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-06T21:13:16,672 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-06T21:13:16,674 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-06T21:13:16,677 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-06T21:13:16,680 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-06T21:13:16,683 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-06T21:13:16,686 creating build/lib/snowflake/ml/experiment 2026-02-06T21:13:16,687 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-06T21:13:16,690 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-06T21:13:16,692 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-06T21:13:16,695 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-06T21:13:16,699 creating build/lib/snowflake/ml/model 2026-02-06T21:13:16,700 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,704 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,706 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,709 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,712 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,715 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,718 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,721 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,723 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,725 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,728 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,730 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-06T21:13:16,733 creating build/lib/snowflake/ml/dataset 2026-02-06T21:13:16,735 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-06T21:13:16,737 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-06T21:13:16,740 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-06T21:13:16,743 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-06T21:13:16,746 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-06T21:13:16,749 creating build/lib/snowflake/ml/fileset 2026-02-06T21:13:16,750 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-06T21:13:16,754 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-06T21:13:16,758 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-06T21:13:16,761 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-06T21:13:16,763 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-06T21:13:16,768 creating build/lib/snowflake/ml/utils 2026-02-06T21:13:16,769 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-06T21:13:16,772 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-06T21:13:16,775 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-06T21:13:16,777 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-06T21:13:16,780 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-06T21:13:16,783 creating build/lib/snowflake/ml/registry/_manager 2026-02-06T21:13:16,784 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-06T21:13:16,788 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-06T21:13:16,792 creating build/lib/snowflake/ml/feature_store/examples 2026-02-06T21:13:16,793 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-06T21:13:16,797 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-06T21:13:16,799 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-06T21:13:16,802 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-06T21:13:16,816 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-06T21:13:16,819 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-06T21:13:16,821 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-06T21:13:16,824 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-06T21:13:16,825 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-06T21:13:16,828 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-06T21:13:16,830 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 2026-02-06T21:13:16,833 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 2026-02-06T21:13:16,836 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-06T21:13:16,837 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 2026-02-06T21:13:16,840 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 2026-02-06T21:13:16,843 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-06T21:13:16,844 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-06T21:13:16,847 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-06T21:13:16,850 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-06T21:13:16,851 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-06T21:13:16,854 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-06T21:13:16,857 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,866 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,869 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,872 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,874 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,877 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,879 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,882 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,885 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,887 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-06T21:13:16,890 creating build/lib/snowflake/ml/_internal/lineage 2026-02-06T21:13:16,891 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-06T21:13:16,895 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:16,896 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:16,899 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:16,903 creating build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,904 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,908 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,910 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,912 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,915 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,918 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,921 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,924 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,927 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,930 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,933 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,936 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,939 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,942 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,944 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,947 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,950 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,952 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-06T21:13:16,956 creating build/lib/snowflake/ml/monitoring/entities 2026-02-06T21:13:16,957 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-06T21:13:16,960 creating build/lib/snowflake/ml/monitoring/_client 2026-02-06T21:13:16,962 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-06T21:13:16,966 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-06T21:13:16,967 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-06T21:13:16,972 creating build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:16,987 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:16,989 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:16,992 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:16,995 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:16,998 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:17,000 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:17,003 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:17,005 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-06T21:13:17,009 creating build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,011 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,014 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,016 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,019 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,022 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,025 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,028 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,031 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,033 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,036 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-06T21:13:17,039 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:17,041 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:17,044 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:17,047 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:17,050 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:17,053 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:17,056 creating build/lib/snowflake/ml/data/_internal 2026-02-06T21:13:17,058 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-06T21:13:17,062 creating build/lib/snowflake/ml/experiment/callback 2026-02-06T21:13:17,063 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-06T21:13:17,066 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-06T21:13:17,069 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-06T21:13:17,072 creating build/lib/snowflake/ml/experiment/_client 2026-02-06T21:13:17,073 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-06T21:13:17,076 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-06T21:13:17,080 creating build/lib/snowflake/ml/experiment/_entities 2026-02-06T21:13:17,081 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-06T21:13:17,084 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-06T21:13:17,086 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-06T21:13:17,089 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-06T21:13:17,092 creating build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,093 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,099 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,101 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,105 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,108 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,111 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,114 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,116 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,119 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,121 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-06T21:13:17,125 creating build/lib/snowflake/ml/model/_packager 2026-02-06T21:13:17,126 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-06T21:13:17,129 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-06T21:13:17,132 creating build/lib/snowflake/ml/model/_model_composer 2026-02-06T21:13:17,133 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-06T21:13:17,136 creating build/lib/snowflake/ml/model/models 2026-02-06T21:13:17,138 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-06T21:13:17,141 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-06T21:13:17,144 creating build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,146 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,149 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,152 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,154 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,157 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,160 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-06T21:13:17,163 creating build/lib/snowflake/ml/model/_client/ops 2026-02-06T21:13:17,164 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-06T21:13:17,167 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-06T21:13:17,170 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-06T21:13:17,173 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-06T21:13:17,177 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-06T21:13:17,180 creating build/lib/snowflake/ml/model/_client/model 2026-02-06T21:13:17,181 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-06T21:13:17,184 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-06T21:13:17,188 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-06T21:13:17,191 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-06T21:13:17,194 creating build/lib/snowflake/ml/model/_client/service 2026-02-06T21:13:17,196 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-06T21:13:17,199 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-06T21:13:17,201 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-06T21:13:17,204 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:17,216 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:17,219 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:17,221 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:17,223 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:17,225 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:17,228 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-06T21:13:17,230 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-06T21:13:17,233 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:17,234 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:17,238 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:17,240 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:17,243 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-06T21:13:17,244 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-06T21:13:17,247 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-06T21:13:17,250 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-06T21:13:17,251 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-06T21:13:17,256 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,257 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,260 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,263 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,266 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,269 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,272 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,275 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,278 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,281 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,284 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,286 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,289 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,292 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,295 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,298 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,301 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:17,305 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-06T21:13:17,306 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-06T21:13:17,308 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-06T21:13:17,311 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-06T21:13:17,314 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-06T21:13:17,315 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-06T21:13:17,319 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:17,320 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:17,322 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:17,325 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:17,327 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:17,331 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-06T21:13:17,332 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-06T21:13:17,335 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-06T21:13:17,339 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,341 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,345 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,348 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,351 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,354 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,358 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:17,362 creating build/lib/snowflake/ml/modeling/impute 2026-02-06T21:13:17,363 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-06T21:13:17,365 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-06T21:13:17,369 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-06T21:13:17,372 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-06T21:13:17,376 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-06T21:13:17,380 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-06T21:13:17,381 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-06T21:13:17,385 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-06T21:13:17,388 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,389 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,392 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,394 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,397 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,401 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,404 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,407 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,410 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,413 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,417 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,419 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,423 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:17,427 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,428 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,432 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,435 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,438 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,442 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,446 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,450 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,453 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,457 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,460 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,464 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-06T21:13:17,468 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,469 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,473 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,476 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,480 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,484 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,487 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,489 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,493 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,497 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,500 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,504 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,508 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,511 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,515 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,519 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,523 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,526 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-06T21:13:17,531 creating build/lib/snowflake/ml/modeling/manifold 2026-02-06T21:13:17,532 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-06T21:13:17,536 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-06T21:13:17,538 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-06T21:13:17,542 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-06T21:13:17,546 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-06T21:13:17,550 creating build/lib/snowflake/ml/modeling/framework 2026-02-06T21:13:17,552 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-06T21:13:17,555 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-06T21:13:17,559 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-06T21:13:17,560 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-06T21:13:17,562 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-06T21:13:17,566 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-06T21:13:17,570 creating build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,571 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,573 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,577 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,581 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,585 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,589 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,593 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,596 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,600 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-06T21:13:17,605 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,606 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,626 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,630 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,634 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,639 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,643 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:17,648 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-06T21:13:17,650 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-06T21:13:17,653 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-06T21:13:17,657 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:17,659 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:17,661 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:17,666 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:17,671 creating build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,672 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,675 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,680 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,683 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,686 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,689 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,692 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-06T21:13:17,696 creating build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,698 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,702 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,706 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,708 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,712 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,716 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,721 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,725 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,729 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,733 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,737 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,742 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,746 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,750 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-06T21:13:17,755 creating build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,756 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,759 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,761 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,764 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,767 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,770 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-06T21:13:17,773 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,774 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,778 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,782 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,786 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,789 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,793 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,797 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,801 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,805 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:17,810 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-06T21:13:17,811 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-06T21:13:17,814 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-06T21:13:17,818 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-06T21:13:17,822 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-06T21:13:17,826 creating build/lib/snowflake/ml/modeling/tree 2026-02-06T21:13:17,828 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-06T21:13:17,832 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-06T21:13:17,836 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-06T21:13:17,841 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-06T21:13:17,843 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-06T21:13:17,848 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:17,849 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:17,854 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:17,856 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:17,861 creating build/lib/snowflake/ml/modeling/compose 2026-02-06T21:13:17,863 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-06T21:13:17,867 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-06T21:13:17,870 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-06T21:13:17,875 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-06T21:13:17,876 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-06T21:13:17,879 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-06T21:13:17,883 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-06T21:13:17,888 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-06T21:13:17,892 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-06T21:13:17,898 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-06T21:13:17,899 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-06T21:13:17,902 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-06T21:13:17,906 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-06T21:13:17,911 creating build/lib/snowflake/ml/modeling/parameters 2026-02-06T21:13:17,912 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-06T21:13:17,915 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-06T21:13:17,918 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-06T21:13:17,921 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:17,922 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:17,925 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:17,929 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:17,933 creating build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,934 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,938 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,941 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,945 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,949 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,953 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,958 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-06T21:13:17,963 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,964 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,968 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,971 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,975 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,979 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,983 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,987 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,991 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:17,996 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:18,000 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-06T21:13:18,005 creating build/lib/snowflake/ml/modeling/mixture 2026-02-06T21:13:18,006 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-06T21:13:18,011 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-06T21:13:18,013 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-06T21:13:18,018 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-06T21:13:18,019 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-06T21:13:18,024 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-06T21:13:18,026 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-06T21:13:18,030 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-06T21:13:18,035 creating build/lib/snowflake/ml/modeling/calibration 2026-02-06T21:13:18,036 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-06T21:13:18,039 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-06T21:13:18,044 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,046 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,050 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,055 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,059 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,063 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,067 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,071 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,073 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,077 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,081 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,086 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,090 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,094 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,098 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,102 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,106 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,110 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,114 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,119 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,123 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,127 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,131 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,135 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,139 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,143 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,147 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,152 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,156 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,160 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,164 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,169 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,172 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,176 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,180 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,184 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,188 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-06T21:13:18,193 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-06T21:13:18,194 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-06T21:13:18,197 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-06T21:13:18,201 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:18,202 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:18,206 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:18,209 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:18,212 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:18,216 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:18,220 running egg_info 2026-02-06T21:13:18,232 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-06T21:13:18,256 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-06T21:13:18,269 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-06T21:13:18,270 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-06T21:13:18,482 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:18,521 adding license file 'LICENSE.txt' 2026-02-06T21:13:18,582 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-06T21:13:18,836 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-06T21:13:18,840 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:18,841 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:18,844 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:18,847 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:18,850 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:18,853 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:18,855 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-06T21:13:18,858 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-06T21:13:18,861 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-06T21:13:18,875 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:18,878 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:18,894 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-06T21:13:18,895 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-06T21:13:18,898 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-06T21:13:18,912 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:18,915 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:18,964 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:18,967 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:18,970 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:19,174 installing to build/bdist.linux-armv7l/wheel 2026-02-06T21:13:19,175 running install 2026-02-06T21:13:19,204 running install_lib 2026-02-06T21:13:19,211 creating build/bdist.linux-armv7l/wheel 2026-02-06T21:13:19,214 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-06T21:13:19,216 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-06T21:13:19,217 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,220 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,222 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,225 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,227 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,230 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,232 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,234 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,238 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,240 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,243 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,246 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-06T21:13:19,250 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-06T21:13:19,252 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-06T21:13:19,253 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-06T21:13:19,256 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-06T21:13:19,260 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-06T21:13:19,262 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-06T21:13:19,265 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-06T21:13:19,269 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-06T21:13:19,270 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-06T21:13:19,273 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-06T21:13:19,277 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-06T21:13:19,279 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-06T21:13:19,282 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-06T21:13:19,292 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-06T21:13:19,294 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-06T21:13:19,296 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 2026-02-06T21:13:19,299 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-06T21:13:19,300 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 2026-02-06T21:13:19,303 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 2026-02-06T21:13:19,305 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 2026-02-06T21:13:19,308 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:19,309 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 2026-02-06T21:13:19,312 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-06T21:13:19,314 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 2026-02-06T21:13:19,317 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 2026-02-06T21:13:19,319 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 2026-02-06T21:13:19,322 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-06T21:13:19,325 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-06T21:13:19,327 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 2026-02-06T21:13:19,330 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-06T21:13:19,331 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 2026-02-06T21:13:19,334 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 2026-02-06T21:13:19,336 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 2026-02-06T21:13:19,340 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-06T21:13:19,341 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 2026-02-06T21:13:19,344 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-06T21:13:19,346 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 2026-02-06T21:13:19,348 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 2026-02-06T21:13:19,351 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 2026-02-06T21:13:19,354 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-06T21:13:19,355 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-06T21:13:19,359 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-06T21:13:19,360 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 2026-02-06T21:13:19,363 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 2026-02-06T21:13:19,365 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-06T21:13:19,369 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-06T21:13:19,370 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,375 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,378 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,380 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,382 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,385 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,387 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,390 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,392 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,395 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,398 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,400 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-06T21:13:19,403 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,406 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,409 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-06T21:13:19,410 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-06T21:13:19,414 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:19,415 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:19,418 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:19,420 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:19,423 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-06T21:13:19,425 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,428 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,430 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,433 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-06T21:13:19,435 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,438 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,441 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,444 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,447 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,450 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,453 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,455 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,459 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,462 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,464 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,468 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,471 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,474 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,476 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,479 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,482 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,484 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-06T21:13:19,488 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,493 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-06T21:13:19,495 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-06T21:13:19,498 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-06T21:13:19,500 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-06T21:13:19,503 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-06T21:13:19,506 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-06T21:13:19,508 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-06T21:13:19,511 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-06T21:13:19,513 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-06T21:13:19,514 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-06T21:13:19,517 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-06T21:13:19,519 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-06T21:13:19,523 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-06T21:13:19,525 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-06T21:13:19,528 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-06T21:13:19,531 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-06T21:13:19,532 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-06T21:13:19,535 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-06T21:13:19,538 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-06T21:13:19,540 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-06T21:13:19,542 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-06T21:13:19,545 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-06T21:13:19,549 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-06T21:13:19,553 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-06T21:13:19,555 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,557 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,560 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,564 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,566 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,569 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,571 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,574 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-06T21:13:19,577 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-06T21:13:19,581 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-06T21:13:19,583 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,585 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,588 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,590 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,594 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,596 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,599 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,603 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,604 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,607 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,611 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,614 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,617 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,620 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,623 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-06T21:13:19,626 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,628 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,631 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-06T21:13:19,634 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-06T21:13:19,636 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-06T21:13:19,639 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-06T21:13:19,640 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-06T21:13:19,644 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-06T21:13:19,647 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-06T21:13:19,649 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-06T21:13:19,652 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-06T21:13:19,655 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-06T21:13:19,658 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-06T21:13:19,660 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-06T21:13:19,663 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-06T21:13:19,664 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-06T21:13:19,667 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-06T21:13:19,670 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-06T21:13:19,673 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-06T21:13:19,676 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-06T21:13:19,677 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-06T21:13:19,680 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-06T21:13:19,683 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-06T21:13:19,686 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-06T21:13:19,687 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-06T21:13:19,690 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-06T21:13:19,693 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-06T21:13:19,695 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-06T21:13:19,698 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-06T21:13:19,702 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-06T21:13:19,703 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,707 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,709 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,712 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,716 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,718 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,721 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,725 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-06T21:13:19,726 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,730 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,733 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,737 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,740 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,743 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,746 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,749 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,752 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,754 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-06T21:13:19,758 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-06T21:13:19,760 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-06T21:13:19,762 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-06T21:13:19,764 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-06T21:13:19,768 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-06T21:13:19,770 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-06T21:13:19,774 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-06T21:13:19,777 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-06T21:13:19,781 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-06T21:13:19,782 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-06T21:13:19,785 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-06T21:13:19,790 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-06T21:13:19,792 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-06T21:13:19,798 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-06T21:13:19,801 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-06T21:13:19,803 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-06T21:13:19,805 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-06T21:13:19,813 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-06T21:13:19,816 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-06T21:13:19,820 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-06T21:13:19,821 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-06T21:13:19,826 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-06T21:13:19,828 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-06T21:13:19,832 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-06T21:13:19,834 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-06T21:13:19,835 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 2026-02-06T21:13:19,838 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 2026-02-06T21:13:19,840 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 2026-02-06T21:13:19,843 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 2026-02-06T21:13:19,845 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 2026-02-06T21:13:19,848 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-06T21:13:19,850 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-06T21:13:19,854 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:19,855 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:19,859 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:19,861 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-06T21:13:19,865 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-06T21:13:19,866 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-06T21:13:19,869 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 2026-02-06T21:13:19,872 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-06T21:13:19,875 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-06T21:13:19,876 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-06T21:13:19,881 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,882 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,885 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,888 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,891 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,894 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,897 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,901 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,904 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,909 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,912 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,915 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,918 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,921 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,926 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,929 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,932 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-06T21:13:19,936 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-06T21:13:19,938 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 2026-02-06T21:13:19,940 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 2026-02-06T21:13:19,943 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 2026-02-06T21:13:19,945 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-06T21:13:19,948 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,950 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,953 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-06T21:13:19,956 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-06T21:13:19,957 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 2026-02-06T21:13:19,961 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:19,962 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 2026-02-06T21:13:19,965 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 2026-02-06T21:13:19,967 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:19,970 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-06T21:13:19,972 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 2026-02-06T21:13:19,975 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 2026-02-06T21:13:19,978 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 2026-02-06T21:13:19,981 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-06T21:13:19,983 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 2026-02-06T21:13:19,986 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 2026-02-06T21:13:19,989 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-06T21:13:19,992 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:19,996 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-06T21:13:19,997 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-06T21:13:20,000 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-06T21:13:20,003 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:20,006 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-06T21:13:20,010 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-06T21:13:20,011 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-06T21:13:20,014 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-06T21:13:20,016 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-06T21:13:20,020 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-06T21:13:20,023 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-06T21:13:20,026 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-06T21:13:20,028 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-06T21:13:20,033 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-06T21:13:20,037 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-06T21:13:20,040 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-06T21:13:20,043 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-06T21:13:20,048 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-06T21:13:20,050 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,051 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,059 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,063 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,066 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,071 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,077 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-06T21:13:20,084 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-06T21:13:20,085 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-06T21:13:20,088 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-06T21:13:20,096 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-06T21:13:20,099 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-06T21:13:20,104 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-06T21:13:20,109 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-06T21:13:20,111 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-06T21:13:20,116 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-06T21:13:20,119 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,120 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,124 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,126 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,129 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,135 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,138 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,142 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,146 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,149 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,155 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,158 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,164 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-06T21:13:20,168 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,170 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,177 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,179 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,184 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,189 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,194 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,199 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,203 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,208 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,213 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,218 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-06T21:13:20,224 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,225 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,231 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,236 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,241 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,246 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,250 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,252 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,257 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,262 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,267 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,271 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,276 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,281 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,286 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,290 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,295 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,300 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-06T21:13:20,305 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-06T21:13:20,307 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-06T21:13:20,313 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-06T21:13:20,316 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-06T21:13:20,321 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-06T21:13:20,325 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-06T21:13:20,331 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-06T21:13:20,332 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-06T21:13:20,336 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-06T21:13:20,340 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-06T21:13:20,341 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-06T21:13:20,344 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-06T21:13:20,349 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-06T21:13:20,355 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-06T21:13:20,357 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,360 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,365 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,370 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,375 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,380 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,384 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,388 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,393 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-06T21:13:20,400 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,402 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,406 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,410 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,415 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,420 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,425 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-06T21:13:20,429 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-06T21:13:20,430 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-06T21:13:20,433 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-06T21:13:20,437 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:20,438 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:20,441 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:20,446 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-06T21:13:20,450 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-06T21:13:20,452 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,454 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,458 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,462 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,465 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,468 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,471 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-06T21:13:20,475 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-06T21:13:20,477 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,482 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,486 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,489 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,493 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,498 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,503 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,508 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,513 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,518 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,523 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,528 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,533 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,538 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-06T21:13:20,544 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-06T21:13:20,546 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-06T21:13:20,548 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-06T21:13:20,551 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-06T21:13:20,555 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-06T21:13:20,558 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-06T21:13:20,561 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-06T21:13:20,565 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:20,567 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:20,571 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 2026-02-06T21:13:20,574 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 2026-02-06T21:13:20,578 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:20,583 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-06T21:13:20,587 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-06T21:13:20,589 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-06T21:13:20,592 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-06T21:13:20,596 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,597 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,602 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,608 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,612 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,615 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,620 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,625 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,630 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,635 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-06T21:13:20,641 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-06T21:13:20,643 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-06T21:13:20,646 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-06T21:13:20,651 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-06T21:13:20,656 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-06T21:13:20,662 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-06T21:13:20,663 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-06T21:13:20,669 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-06T21:13:20,674 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-06T21:13:20,680 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-06T21:13:20,683 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-06T21:13:20,688 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:20,690 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:20,695 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:20,698 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-06T21:13:20,703 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-06T21:13:20,705 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-06T21:13:20,710 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-06T21:13:20,713 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-06T21:13:20,718 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-06T21:13:20,719 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-06T21:13:20,722 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-06T21:13:20,727 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-06T21:13:20,732 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-06T21:13:20,737 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-06T21:13:20,743 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-06T21:13:20,745 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-06T21:13:20,747 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-06T21:13:20,752 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-06T21:13:20,759 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-06T21:13:20,760 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-06T21:13:20,763 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-06T21:13:20,765 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-06T21:13:20,769 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:20,770 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:20,773 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:20,778 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-06T21:13:20,784 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-06T21:13:20,785 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,791 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,793 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,798 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,803 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,808 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,813 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-06T21:13:20,819 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,820 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,825 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,827 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,832 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,837 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,842 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,846 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,851 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,856 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,861 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-06T21:13:20,866 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-06T21:13:20,868 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-06T21:13:20,873 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-06T21:13:20,875 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-06T21:13:20,881 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-06T21:13:20,882 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-06T21:13:20,887 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-06T21:13:20,889 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-06T21:13:20,894 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-06T21:13:20,899 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-06T21:13:20,900 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-06T21:13:20,903 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-06T21:13:20,909 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,910 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,915 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,920 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,924 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,929 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,934 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,939 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,941 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,946 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,950 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,954 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,959 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,964 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,968 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,973 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,978 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,982 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,986 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,991 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:20,996 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,001 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,005 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,010 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,014 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,019 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,024 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,029 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,034 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,039 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,043 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,048 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,052 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,057 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,062 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,066 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,071 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-06T21:13:21,076 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-06T21:13:21,077 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-06T21:13:21,079 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-06T21:13:21,082 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-06T21:13:21,085 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-06T21:13:21,088 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-06T21:13:21,090 running install_egg_info 2026-02-06T21:13:21,097 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.23.0-py3.11.egg-info 2026-02-06T21:13:21,113 running install_scripts 2026-02-06T21:13:21,132 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.23.0.dist-info/WHEEL 2026-02-06T21:13:21,136 creating '/tmp/pip-wheel-md7mvj72/.tmp-8spi4ii1/snowflake_ml_python-1.23.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-06T21:13:21,139 adding 'snowflake/cortex/__init__.py' 2026-02-06T21:13:21,141 adding 'snowflake/cortex/_classify_text.py' 2026-02-06T21:13:21,145 adding 'snowflake/cortex/_complete.py' 2026-02-06T21:13:21,147 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-06T21:13:21,149 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-06T21:13:21,150 adding 'snowflake/cortex/_extract_answer.py' 2026-02-06T21:13:21,153 adding 'snowflake/cortex/_finetune.py' 2026-02-06T21:13:21,155 adding 'snowflake/cortex/_sentiment.py' 2026-02-06T21:13:21,157 adding 'snowflake/cortex/_sse_client.py' 2026-02-06T21:13:21,159 adding 'snowflake/cortex/_summarize.py' 2026-02-06T21:13:21,160 adding 'snowflake/cortex/_translate.py' 2026-02-06T21:13:21,162 adding 'snowflake/cortex/_util.py' 2026-02-06T21:13:21,164 adding 'snowflake/ml/version.py' 2026-02-06T21:13:21,167 adding 'snowflake/ml/_internal/env.py' 2026-02-06T21:13:21,172 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-06T21:13:21,175 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-06T21:13:21,177 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-06T21:13:21,178 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-06T21:13:21,181 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-06T21:13:21,182 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-06T21:13:21,187 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-06T21:13:21,189 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-06T21:13:21,191 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-06T21:13:21,193 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-06T21:13:21,195 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-06T21:13:21,197 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-06T21:13:21,198 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-06T21:13:21,200 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-06T21:13:21,201 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-06T21:13:21,203 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-06T21:13:21,205 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-06T21:13:21,207 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-06T21:13:21,208 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-06T21:13:21,210 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-06T21:13:21,212 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-06T21:13:21,214 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-06T21:13:21,217 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-06T21:13:21,219 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-06T21:13:21,221 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-06T21:13:21,223 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-06T21:13:21,225 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-06T21:13:21,227 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-06T21:13:21,229 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-06T21:13:21,231 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-06T21:13:21,232 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-06T21:13:21,235 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-06T21:13:21,236 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-06T21:13:21,238 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-06T21:13:21,240 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-06T21:13:21,242 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-06T21:13:21,244 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-06T21:13:21,247 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-06T21:13:21,248 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-06T21:13:21,250 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-06T21:13:21,252 adding 'snowflake/ml/data/__init__.py' 2026-02-06T21:13:21,255 adding 'snowflake/ml/data/data_connector.py' 2026-02-06T21:13:21,257 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-06T21:13:21,258 adding 'snowflake/ml/data/data_source.py' 2026-02-06T21:13:21,260 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-06T21:13:21,262 adding 'snowflake/ml/data/torch_utils.py' 2026-02-06T21:13:21,265 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-06T21:13:21,268 adding 'snowflake/ml/dataset/__init__.py' 2026-02-06T21:13:21,271 adding 'snowflake/ml/dataset/dataset.py' 2026-02-06T21:13:21,273 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-06T21:13:21,275 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-06T21:13:21,277 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-06T21:13:21,279 adding 'snowflake/ml/experiment/__init__.py' 2026-02-06T21:13:21,281 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-06T21:13:21,285 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-06T21:13:21,287 adding 'snowflake/ml/experiment/utils.py' 2026-02-06T21:13:21,289 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-06T21:13:21,291 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-06T21:13:21,293 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-06T21:13:21,295 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-06T21:13:21,297 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-06T21:13:21,298 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-06T21:13:21,300 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-06T21:13:21,302 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-06T21:13:21,304 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-06T21:13:21,307 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-06T21:13:21,309 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-06T21:13:21,311 adding 'snowflake/ml/feature_store/entity.py' 2026-02-06T21:13:21,328 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-06T21:13:21,335 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-06T21:13:21,338 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-06T21:13:21,340 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-06T21:13:21,342 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-06T21:13:21,344 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-06T21:13:21,346 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-06T21:13:21,348 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-06T21:13:21,350 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-06T21:13:21,352 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-06T21:13:21,354 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-06T21:13:21,356 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-06T21:13:21,358 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-06T21:13:21,360 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-06T21:13:21,362 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-06T21:13:21,364 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-06T21:13:21,366 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-06T21:13:21,367 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-06T21:13:21,369 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-06T21:13:21,371 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-06T21:13:21,373 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-06T21:13:21,375 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-06T21:13:21,377 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-06T21:13:21,379 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-06T21:13:21,382 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-06T21:13:21,386 adding 'snowflake/ml/fileset/fileset.py' 2026-02-06T21:13:21,389 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-06T21:13:21,391 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-06T21:13:21,394 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-06T21:13:21,396 adding 'snowflake/ml/jobs/__init__.py' 2026-02-06T21:13:21,398 adding 'snowflake/ml/jobs/decorators.py' 2026-02-06T21:13:21,402 adding 'snowflake/ml/jobs/job.py' 2026-02-06T21:13:21,405 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-06T21:13:21,409 adding 'snowflake/ml/jobs/manager.py' 2026-02-06T21:13:21,421 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-06T21:13:21,423 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-02-06T21:13:21,425 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-02-06T21:13:21,428 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-02-06T21:13:21,430 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-02-06T21:13:21,433 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-02-06T21:13:21,436 adding 'snowflake/ml/jobs/_interop/results.py' 2026-02-06T21:13:21,457 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-02-06T21:13:21,459 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-02-06T21:13:21,461 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-02-06T21:13:21,463 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-02-06T21:13:21,465 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2026-02-06T21:13:21,470 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-02-06T21:13:21,477 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-02-06T21:13:21,479 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-02-06T21:13:21,481 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-02-06T21:13:21,483 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-02-06T21:13:21,485 adding 'snowflake/ml/jobs/_utils/types.py' 2026-02-06T21:13:21,496 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-02-06T21:13:21,498 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-02-06T21:13:21,501 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-02-06T21:13:21,504 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-02-06T21:13:21,506 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-02-06T21:13:21,510 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-02-06T21:13:21,515 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-02-06T21:13:21,520 adding 'snowflake/ml/lineage/__init__.py' 2026-02-06T21:13:21,522 adding 'snowflake/ml/lineage/lineage_node.py' 2026-02-06T21:13:21,536 adding 'snowflake/ml/model/__init__.py' 2026-02-06T21:13:21,538 adding 'snowflake/ml/model/code_path.py' 2026-02-06T21:13:21,539 adding 'snowflake/ml/model/compute_pool.py' 2026-02-06T21:13:21,542 adding 'snowflake/ml/model/custom_model.py' 2026-02-06T21:13:21,544 adding 'snowflake/ml/model/event_handler.py' 2026-02-06T21:13:21,546 adding 'snowflake/ml/model/inference_engine.py' 2026-02-06T21:13:21,551 adding 'snowflake/ml/model/model_signature.py' 2026-02-06T21:13:21,553 adding 'snowflake/ml/model/openai_signatures.py' 2026-02-06T21:13:21,555 adding 'snowflake/ml/model/target_platform.py' 2026-02-06T21:13:21,558 adding 'snowflake/ml/model/task.py' 2026-02-06T21:13:21,560 adding 'snowflake/ml/model/type_hints.py' 2026-02-06T21:13:21,562 adding 'snowflake/ml/model/volatility.py' 2026-02-06T21:13:21,565 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-02-06T21:13:21,567 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-02-06T21:13:21,569 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-02-06T21:13:21,577 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-02-06T21:13:21,580 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-02-06T21:13:21,582 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-02-06T21:13:21,587 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-02-06T21:13:21,590 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-02-06T21:13:21,597 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-02-06T21:13:21,600 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-02-06T21:13:21,604 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-02-06T21:13:21,606 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-02-06T21:13:21,608 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-02-06T21:13:21,610 adding 'snowflake/ml/model/_client/sql/model.py' 2026-02-06T21:13:21,613 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-02-06T21:13:21,616 adding 'snowflake/ml/model/_client/sql/service.py' 2026-02-06T21:13:21,618 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-02-06T21:13:21,620 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-02-06T21:13:21,623 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-02-06T21:13:21,625 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-02-06T21:13:21,627 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-02-06T21:13:21,630 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-02-06T21:13:21,631 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-02-06T21:13:21,633 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-02-06T21:13:21,635 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-02-06T21:13:21,636 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-02-06T21:13:21,639 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-02-06T21:13:21,641 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-02-06T21:13:21,643 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-02-06T21:13:21,645 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-02-06T21:13:21,647 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-02-06T21:13:21,651 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-02-06T21:13:21,654 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-02-06T21:13:21,657 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-02-06T21:13:21,660 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-02-06T21:13:21,662 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-02-06T21:13:21,668 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-02-06T21:13:21,670 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-02-06T21:13:21,673 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-02-06T21:13:21,675 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-02-06T21:13:21,679 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-02-06T21:13:21,681 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-02-06T21:13:21,683 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-02-06T21:13:21,686 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-02-06T21:13:21,689 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-02-06T21:13:21,692 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-02-06T21:13:21,694 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-02-06T21:13:21,697 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-02-06T21:13:21,699 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-02-06T21:13:21,701 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-02-06T21:13:21,703 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-02-06T21:13:21,704 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-02-06T21:13:21,706 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-02-06T21:13:21,708 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-02-06T21:13:21,712 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-02-06T21:13:21,727 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-02-06T21:13:21,729 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-02-06T21:13:21,731 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-02-06T21:13:21,733 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-02-06T21:13:21,735 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-02-06T21:13:21,736 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-02-06T21:13:21,739 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-02-06T21:13:21,747 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-02-06T21:13:21,749 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-02-06T21:13:21,753 adding 'snowflake/ml/model/_signatures/core.py' 2026-02-06T21:13:21,767 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-02-06T21:13:21,768 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-02-06T21:13:21,770 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-02-06T21:13:21,772 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-02-06T21:13:21,774 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-02-06T21:13:21,776 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-02-06T21:13:21,787 adding 'snowflake/ml/model/_signatures/utils.py' 2026-02-06T21:13:21,790 adding 'snowflake/ml/model/models/huggingface.py' 2026-02-06T21:13:21,793 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-02-06T21:13:21,797 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-02-06T21:13:21,817 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-02-06T21:13:21,818 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-02-06T21:13:21,820 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-02-06T21:13:21,822 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-02-06T21:13:21,824 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-02-06T21:13:21,827 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-02-06T21:13:21,829 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-02-06T21:13:21,851 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-02-06T21:13:21,854 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-02-06T21:13:21,868 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-02-06T21:13:21,871 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-02-06T21:13:21,874 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-02-06T21:13:21,876 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-02-06T21:13:21,881 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-02-06T21:13:21,884 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-02-06T21:13:21,889 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-02-06T21:13:21,894 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-02-06T21:13:21,900 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-02-06T21:13:21,905 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-02-06T21:13:21,910 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-02-06T21:13:21,916 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-02-06T21:13:21,921 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-02-06T21:13:21,927 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-02-06T21:13:21,932 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-02-06T21:13:21,938 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-02-06T21:13:21,943 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-02-06T21:13:21,949 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-02-06T21:13:21,954 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-02-06T21:13:21,957 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-02-06T21:13:21,962 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-02-06T21:13:21,967 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-02-06T21:13:21,969 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-02-06T21:13:21,974 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-02-06T21:13:21,979 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-02-06T21:13:21,985 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-02-06T21:13:21,990 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-02-06T21:13:21,995 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-02-06T21:13:22,000 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-02-06T21:13:22,005 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-02-06T21:13:22,010 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-02-06T21:13:22,013 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-02-06T21:13:22,018 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-02-06T21:13:22,023 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-02-06T21:13:22,029 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-02-06T21:13:22,034 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-02-06T21:13:22,039 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-02-06T21:13:22,045 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-02-06T21:13:22,050 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-02-06T21:13:22,056 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-02-06T21:13:22,061 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-02-06T21:13:22,066 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-02-06T21:13:22,069 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-02-06T21:13:22,074 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-02-06T21:13:22,079 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-02-06T21:13:22,083 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-02-06T21:13:22,089 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-02-06T21:13:22,094 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-02-06T21:13:22,099 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-02-06T21:13:22,105 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-06T21:13:22,111 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-06T21:13:22,117 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-06T21:13:22,123 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-06T21:13:22,129 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-06T21:13:22,135 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-06T21:13:22,142 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-06T21:13:22,147 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-06T21:13:22,153 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-02-06T21:13:22,159 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-02-06T21:13:22,165 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-02-06T21:13:22,180 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-02-06T21:13:22,185 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-02-06T21:13:22,198 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-02-06T21:13:22,203 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-02-06T21:13:22,208 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-02-06T21:13:22,230 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-02-06T21:13:22,236 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-02-06T21:13:22,241 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-02-06T21:13:22,246 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-02-06T21:13:22,252 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-02-06T21:13:22,257 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-02-06T21:13:22,260 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-02-06T21:13:22,264 adding 'snowflake/ml/modeling/framework/base.py' 2026-02-06T21:13:22,267 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-02-06T21:13:22,272 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-02-06T21:13:22,278 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-02-06T21:13:22,280 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-02-06T21:13:22,286 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-02-06T21:13:22,291 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-02-06T21:13:22,296 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-02-06T21:13:22,299 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-02-06T21:13:22,302 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-02-06T21:13:22,306 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-06T21:13:22,312 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-06T21:13:22,317 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-06T21:13:22,323 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-06T21:13:22,328 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-06T21:13:22,330 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-06T21:13:22,335 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-06T21:13:22,338 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-06T21:13:22,342 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-06T21:13:22,348 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-06T21:13:22,351 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-06T21:13:22,356 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-06T21:13:22,361 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-06T21:13:22,366 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-06T21:13:22,372 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-06T21:13:22,378 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-06T21:13:22,383 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-06T21:13:22,388 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-06T21:13:22,394 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-06T21:13:22,399 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-06T21:13:22,405 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-06T21:13:22,410 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-06T21:13:22,416 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-06T21:13:22,421 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-06T21:13:22,427 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-06T21:13:22,433 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-06T21:13:22,439 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-06T21:13:22,445 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-06T21:13:22,450 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-06T21:13:22,456 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-06T21:13:22,461 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-06T21:13:22,466 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-06T21:13:22,472 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-06T21:13:22,478 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-06T21:13:22,483 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-06T21:13:22,489 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-06T21:13:22,494 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-06T21:13:22,500 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-06T21:13:22,506 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-06T21:13:22,511 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-06T21:13:22,517 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-06T21:13:22,523 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-06T21:13:22,529 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-06T21:13:22,535 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-06T21:13:22,540 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-06T21:13:22,546 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-06T21:13:22,548 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-06T21:13:22,553 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-06T21:13:22,559 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-06T21:13:22,581 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-06T21:13:22,586 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-06T21:13:22,608 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-06T21:13:22,615 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-06T21:13:22,617 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-06T21:13:22,637 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-06T21:13:22,640 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-06T21:13:22,642 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-06T21:13:22,646 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-06T21:13:22,648 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-06T21:13:22,670 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-06T21:13:22,676 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-06T21:13:22,678 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-06T21:13:22,682 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-06T21:13:22,699 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-06T21:13:22,702 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-06T21:13:22,707 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-06T21:13:22,712 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-06T21:13:22,717 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-06T21:13:22,720 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-06T21:13:22,725 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-02-06T21:13:22,730 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-02-06T21:13:22,735 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-02-06T21:13:22,740 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-02-06T21:13:22,745 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-02-06T21:13:22,748 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-02-06T21:13:22,753 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-02-06T21:13:22,759 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-02-06T21:13:22,764 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-02-06T21:13:22,770 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-02-06T21:13:22,775 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-02-06T21:13:22,781 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-02-06T21:13:22,787 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-02-06T21:13:22,792 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-02-06T21:13:22,798 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-02-06T21:13:22,800 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-02-06T21:13:22,805 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-02-06T21:13:22,811 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-02-06T21:13:22,817 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-02-06T21:13:22,819 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-02-06T21:13:22,821 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-02-06T21:13:22,822 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-02-06T21:13:22,824 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-02-06T21:13:22,829 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-02-06T21:13:22,832 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-02-06T21:13:22,834 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-02-06T21:13:22,837 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-02-06T21:13:22,839 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-02-06T21:13:22,841 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-02-06T21:13:22,843 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-02-06T21:13:22,845 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-02-06T21:13:22,854 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-02-06T21:13:22,858 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-02-06T21:13:22,863 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-02-06T21:13:22,866 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-02-06T21:13:22,868 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-06T21:13:22,870 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-06T21:13:22,875 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-06T21:13:22,880 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-06T21:13:22,883 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-06T21:13:22,888 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-06T21:13:22,893 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-06T21:13:22,899 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-06T21:13:22,904 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-06T21:13:22,910 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-06T21:13:22,915 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-06T21:13:22,917 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-06T21:13:22,923 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-06T21:13:22,929 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-06T21:13:22,934 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-06T21:13:22,940 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-06T21:13:22,942 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-06T21:13:22,949 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-06T21:13:22,955 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-06T21:13:22,962 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-06T21:13:22,969 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-06T21:13:22,972 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-06T21:13:22,974 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-06T21:13:22,976 adding 'snowflake/ml/monitoring/shap.py' 2026-02-06T21:13:22,978 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-06T21:13:22,981 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-06T21:13:22,982 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-06T21:13:22,984 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-06T21:13:22,987 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-06T21:13:22,989 adding 'snowflake/ml/registry/__init__.py' 2026-02-06T21:13:22,992 adding 'snowflake/ml/registry/registry.py' 2026-02-06T21:13:22,996 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-06T21:13:22,999 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-06T21:13:23,001 adding 'snowflake/ml/utils/authentication.py' 2026-02-06T21:13:23,003 adding 'snowflake/ml/utils/connection_params.py' 2026-02-06T21:13:23,005 adding 'snowflake/ml/utils/html_utils.py' 2026-02-06T21:13:23,007 adding 'snowflake/ml/utils/sparse.py' 2026-02-06T21:13:23,009 adding 'snowflake/ml/utils/sql_client.py' 2026-02-06T21:13:23,013 adding 'snowflake_ml_python-1.23.0.dist-info/licenses/LICENSE.txt' 2026-02-06T21:13:23,029 adding 'snowflake_ml_python-1.23.0.dist-info/METADATA' 2026-02-06T21:13:23,031 adding 'snowflake_ml_python-1.23.0.dist-info/WHEEL' 2026-02-06T21:13:23,032 adding 'snowflake_ml_python-1.23.0.dist-info/top_level.txt' 2026-02-06T21:13:23,041 adding 'snowflake_ml_python-1.23.0.dist-info/RECORD' 2026-02-06T21:13:23,072 removing build/bdist.linux-armv7l/wheel 2026-02-06T21:13:23,395 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-06T21:13:23,466 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.23.0-py3-none-any.whl size=2230677 sha256=31f5e9e3658dfeab455e0fc33c9bcdfbfd4226b657ac023b0bff857cd3a1d611 2026-02-06T21:13:23,468 Stored in directory: /tmp/pip-ephem-wheel-cache-klmag6kg/wheels/47/2f/02/3962b393546530a15c908d1f8f7d1b329753e47e0420da3f51 2026-02-06T21:13:23,587 Successfully built snowflake-ml-python 2026-02-06T21:13:23,646 Removed build tracker: '/tmp/pip-build-tracker-sa_z6c0h'