2026-01-06T00:54:01,744 Created temporary directory: /tmp/pip-ephem-wheel-cache-a1h165mx 2026-01-06T00:54:01,746 Created temporary directory: /tmp/pip-build-tracker-8appw1em 2026-01-06T00:54:01,747 Initialized build tracking at /tmp/pip-build-tracker-8appw1em 2026-01-06T00:54:01,747 Created build tracker: /tmp/pip-build-tracker-8appw1em 2026-01-06T00:54:01,748 Entered build tracker: /tmp/pip-build-tracker-8appw1em 2026-01-06T00:54:01,749 Created temporary directory: /tmp/pip-wheel-cjq04t2y 2026-01-06T00:54:01,752 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 2026-01-06T00:54:01,754 Created temporary directory: /tmp/pip-ephem-wheel-cache-vt2eu38j 2026-01-06T00:54:01,776 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-01-06T00:54:01,780 2 location(s) to search for versions of snowflake-ml-python: 2026-01-06T00:54:01,780 * https://pypi.org/simple/snowflake-ml-python/ 2026-01-06T00:54:01,780 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-01-06T00:54:01,781 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-01-06T00:54:01,782 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-01-06T00:54:01,783 Found index url https://pypi.org/simple 2026-01-06T00:54:01,996 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-01-06T00:54:02,013 Skipping link: No binaries permitted for snowflake-ml-python: 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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) 2026-01-06T00:54:02,343 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) 2026-01-06T00:54:02,344 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) 2026-01-06T00:54:02,344 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) 2026-01-06T00:54:02,345 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) 2026-01-06T00:54:02,345 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) 2026-01-06T00:54:02,346 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) 2026-01-06T00:54:02,346 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) 2026-01-06T00:54:02,347 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) 2026-01-06T00:54:02,347 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.2-py3-none-any.whl#sha256=89c4ac53936d735e937454a55d8e32c1e7ad4010293f7eaf007ce8faa5a9e52b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-01-06T00:54:02,348 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.1-py3-none-any.whl#sha256=21886a3fb1dda91bf6fbdd1f6a30deb5ca607447d8e16ef5be6855d7bd4c0c27 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-01-06T00:54:02,348 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-01-06T00:54:02,349 Skipping link: No 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) 2026-01-06T00:54:02,350 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) 2026-01-06T00:54:02,350 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) 2026-01-06T00:54:02,351 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) 2026-01-06T00:54:02,351 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) 2026-01-06T00:54:02,352 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) 2026-01-06T00:54:02,352 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) 2026-01-06T00:54:02,353 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) 2026-01-06T00:54:02,353 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-01-06T00:54:02,354 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-01-06T00:54:02,354 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-01-06T00:54:02,355 Skipping link: No 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) 2026-01-06T00:54:02,356 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) 2026-01-06T00:54:02,356 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) 2026-01-06T00:54:02,357 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) 2026-01-06T00:54:02,357 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) 2026-01-06T00:54:02,358 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) 2026-01-06T00:54:02,359 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) 2026-01-06T00:54:02,359 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-01-06T00:54:02,360 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-01-06T00:54:02,383 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-01-06T00:54:02,400 Collecting snowflake-ml-python==1.21.0 2026-01-06T00:54:02,403 Created temporary directory: /tmp/pip-unpack-or8hvlx2 2026-01-06T00:54:02,641 Downloading snowflake_ml_python-1.21.0.tar.gz (1.9 MB) 2026-01-06T00:54:04,251 Added snowflake-ml-python==1.21.0 from https://files.pythonhosted.org/packages/66/42/dbc03c4bd51ad42b5c0e22d618dd97589f5cce021f2ed815339f227ca61e/snowflake_ml_python-1.21.0.tar.gz to build tracker '/tmp/pip-build-tracker-8appw1em' 2026-01-06T00:54:04,257 Created temporary directory: /tmp/pip-build-env-zhrcgzl7 2026-01-06T00:54:04,262 Installing build dependencies: started 2026-01-06T00:54:04,263 Running command pip subprocess to install build dependencies 2026-01-06T00:54:05,401 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-01-06T00:54:06,052 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 2026-01-06T00:54:06,075 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-01-06T00:54:07,853 Collecting setuptools>=61.0 2026-01-06T00:54:07,946 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2026-01-06T00:54:10,999 Installing collected packages: setuptools 2026-01-06T00:54:14,647 Successfully installed setuptools-80.9.0 2026-01-06T00:54:14,912 Installing build dependencies: finished with status 'done' 2026-01-06T00:54:14,918 Getting requirements to build wheel: started 2026-01-06T00:54:14,919 Running command Getting requirements to build wheel 2026-01-06T00:54:15,594 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-01-06T00:54:15,594 !! 2026-01-06T00:54:15,595 ******************************************************************************** 2026-01-06T00:54:15,596 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). 2026-01-06T00:54:15,597 By 2026-Feb-18, you need to update your project and remove deprecated calls 2026-01-06T00:54:15,598 or your builds will no longer be supported. 2026-01-06T00:54:15,599 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:15,600 ******************************************************************************** 2026-01-06T00:54:15,601 !! 2026-01-06T00:54:15,602 corresp(dist, value, root_dir) 2026-01-06T00:54:15,699 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-06T00:54:15,699 !! 2026-01-06T00:54:15,701 ******************************************************************************** 2026-01-06T00:54:15,701 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-06T00:54:15,702 License :: OSI Approved :: Apache Software License 2026-01-06T00:54:15,703 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:15,703 ******************************************************************************** 2026-01-06T00:54:15,704 !! 2026-01-06T00:54:15,705 dist._finalize_license_expression() 2026-01-06T00:54:15,720 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-06T00:54:15,721 !! 2026-01-06T00:54:15,722 ******************************************************************************** 2026-01-06T00:54:15,722 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-06T00:54:15,723 License :: OSI Approved :: Apache Software License 2026-01-06T00:54:15,724 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:15,725 ******************************************************************************** 2026-01-06T00:54:15,726 !! 2026-01-06T00:54:15,726 self._finalize_license_expression() 2026-01-06T00:54:15,731 running egg_info 2026-01-06T00:54:15,739 writing snowflake_ml_python.egg-info/PKG-INFO 2026-01-06T00:54:15,771 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-01-06T00:54:15,790 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-01-06T00:54:15,792 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-01-06T00:54:16,001 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:16,027 adding license file 'LICENSE.txt' 2026-01-06T00:54:16,057 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:16,157 Getting requirements to build wheel: finished with status 'done' 2026-01-06T00:54:16,160 Created temporary directory: /tmp/pip-modern-metadata-ioyau0_w 2026-01-06T00:54:16,163 Preparing metadata (pyproject.toml): started 2026-01-06T00:54:16,165 Running command Preparing metadata (pyproject.toml) 2026-01-06T00:54:16,808 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-01-06T00:54:16,808 !! 2026-01-06T00:54:16,810 ******************************************************************************** 2026-01-06T00:54:16,810 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). 2026-01-06T00:54:16,812 By 2026-Feb-18, you need to update your project and remove deprecated calls 2026-01-06T00:54:16,812 or your builds will no longer be supported. 2026-01-06T00:54:16,813 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:16,814 ******************************************************************************** 2026-01-06T00:54:16,815 !! 2026-01-06T00:54:16,816 corresp(dist, value, root_dir) 2026-01-06T00:54:16,907 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-06T00:54:16,907 !! 2026-01-06T00:54:16,909 ******************************************************************************** 2026-01-06T00:54:16,909 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-06T00:54:16,910 License :: OSI Approved :: Apache Software License 2026-01-06T00:54:16,911 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:16,911 ******************************************************************************** 2026-01-06T00:54:16,912 !! 2026-01-06T00:54:16,913 dist._finalize_license_expression() 2026-01-06T00:54:16,926 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-06T00:54:16,927 !! 2026-01-06T00:54:16,928 ******************************************************************************** 2026-01-06T00:54:16,929 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-06T00:54:16,930 License :: OSI Approved :: Apache Software License 2026-01-06T00:54:16,931 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:16,931 ******************************************************************************** 2026-01-06T00:54:16,932 !! 2026-01-06T00:54:16,933 self._finalize_license_expression() 2026-01-06T00:54:16,934 running dist_info 2026-01-06T00:54:16,946 creating /tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info 2026-01-06T00:54:16,947 writing /tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/PKG-INFO 2026-01-06T00:54:16,977 writing dependency_links to /tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/dependency_links.txt 2026-01-06T00:54:16,996 writing requirements to /tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/requires.txt 2026-01-06T00:54:16,997 writing top-level names to /tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/top_level.txt 2026-01-06T00:54:16,999 writing manifest file '/tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:17,183 reading manifest file '/tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:17,185 adding license file 'LICENSE.txt' 2026-01-06T00:54:17,208 writing manifest file '/tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:17,210 creating '/tmp/pip-modern-metadata-ioyau0_w/snowflake_ml_python-1.21.0.dist-info' 2026-01-06T00:54:17,346 Preparing metadata (pyproject.toml): finished with status 'done' 2026-01-06T00:54:17,359 Source in /tmp/pip-wheel-cjq04t2y/snowflake-ml-python_9d782a90dd0d41df9f32ee2993684cd5 has version 1.21.0, which satisfies requirement snowflake-ml-python==1.21.0 from https://files.pythonhosted.org/packages/66/42/dbc03c4bd51ad42b5c0e22d618dd97589f5cce021f2ed815339f227ca61e/snowflake_ml_python-1.21.0.tar.gz 2026-01-06T00:54:17,360 Removed snowflake-ml-python==1.21.0 from https://files.pythonhosted.org/packages/66/42/dbc03c4bd51ad42b5c0e22d618dd97589f5cce021f2ed815339f227ca61e/snowflake_ml_python-1.21.0.tar.gz from build tracker '/tmp/pip-build-tracker-8appw1em' 2026-01-06T00:54:17,383 Created temporary directory: /tmp/pip-unpack-elx8_hvl 2026-01-06T00:54:17,384 Building wheels for collected packages: snowflake-ml-python 2026-01-06T00:54:17,388 Created temporary directory: /tmp/pip-wheel-57_62dtw 2026-01-06T00:54:17,389 Destination directory: /tmp/pip-wheel-57_62dtw 2026-01-06T00:54:17,391 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-01-06T00:54:17,392 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-01-06T00:54:17,994 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-01-06T00:54:17,995 !! 2026-01-06T00:54:17,996 ******************************************************************************** 2026-01-06T00:54:17,996 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). 2026-01-06T00:54:17,997 By 2026-Feb-18, you need to update your project and remove deprecated calls 2026-01-06T00:54:17,998 or your builds will no longer be supported. 2026-01-06T00:54:17,999 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:17,999 ******************************************************************************** 2026-01-06T00:54:18,000 !! 2026-01-06T00:54:18,001 corresp(dist, value, root_dir) 2026-01-06T00:54:18,087 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-06T00:54:18,088 !! 2026-01-06T00:54:18,089 ******************************************************************************** 2026-01-06T00:54:18,089 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-06T00:54:18,090 License :: OSI Approved :: Apache Software License 2026-01-06T00:54:18,091 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:18,092 ******************************************************************************** 2026-01-06T00:54:18,093 !! 2026-01-06T00:54:18,094 dist._finalize_license_expression() 2026-01-06T00:54:18,108 /tmp/pip-build-env-zhrcgzl7/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-06T00:54:18,109 !! 2026-01-06T00:54:18,110 ******************************************************************************** 2026-01-06T00:54:18,111 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-06T00:54:18,112 License :: OSI Approved :: Apache Software License 2026-01-06T00:54:18,113 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-06T00:54:18,114 ******************************************************************************** 2026-01-06T00:54:18,115 !! 2026-01-06T00:54:18,116 self._finalize_license_expression() 2026-01-06T00:54:18,117 running bdist_wheel 2026-01-06T00:54:18,134 running build 2026-01-06T00:54:18,135 running build_py 2026-01-06T00:54:18,142 creating build/lib/snowflake/ml 2026-01-06T00:54:18,145 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-01-06T00:54:18,148 creating build/lib/snowflake/cortex 2026-01-06T00:54:18,149 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,152 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,154 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,156 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,158 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,160 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,162 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,165 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,167 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,169 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,171 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,173 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-01-06T00:54:18,176 creating build/lib/snowflake/ml/data 2026-01-06T00:54:18,177 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-01-06T00:54:18,179 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-01-06T00:54:18,181 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-01-06T00:54:18,183 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-01-06T00:54:18,185 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-01-06T00:54:18,188 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-01-06T00:54:18,190 creating build/lib/snowflake/ml/experiment 2026-01-06T00:54:18,191 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-01-06T00:54:18,193 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-01-06T00:54:18,195 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-01-06T00:54:18,198 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-01-06T00:54:18,200 creating build/lib/snowflake/ml/registry 2026-01-06T00:54:18,202 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-01-06T00:54:18,204 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-01-06T00:54:18,207 creating build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,209 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,211 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,213 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,215 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,218 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,220 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,223 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,224 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,227 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-01-06T00:54:18,230 creating build/lib/snowflake/ml/monitoring 2026-01-06T00:54:18,231 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-01-06T00:54:18,233 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-01-06T00:54:18,236 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-01-06T00:54:18,238 creating build/lib/snowflake/ml/utils 2026-01-06T00:54:18,239 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-01-06T00:54:18,242 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-01-06T00:54:18,245 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-01-06T00:54:18,246 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-01-06T00:54:18,249 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-01-06T00:54:18,253 creating build/lib/snowflake/ml/fileset 2026-01-06T00:54:18,254 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-01-06T00:54:18,257 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-01-06T00:54:18,260 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-01-06T00:54:18,263 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-01-06T00:54:18,265 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-01-06T00:54:18,268 creating build/lib/snowflake/ml/feature_store 2026-01-06T00:54:18,269 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-01-06T00:54:18,273 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-01-06T00:54:18,278 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-01-06T00:54:18,279 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-01-06T00:54:18,281 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-01-06T00:54:18,284 creating build/lib/snowflake/ml/dataset 2026-01-06T00:54:18,285 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-01-06T00:54:18,287 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-01-06T00:54:18,290 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-01-06T00:54:18,292 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-01-06T00:54:18,294 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-01-06T00:54:18,297 creating build/lib/snowflake/ml/lineage 2026-01-06T00:54:18,298 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-01-06T00:54:18,300 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-01-06T00:54:18,302 creating build/lib/snowflake/ml/model 2026-01-06T00:54:18,304 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,307 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,309 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,310 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,312 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,314 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,317 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,319 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,321 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,323 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,326 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-01-06T00:54:18,328 creating build/lib/snowflake/ml/jobs 2026-01-06T00:54:18,329 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-01-06T00:54:18,331 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-01-06T00:54:18,334 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-01-06T00:54:18,335 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-01-06T00:54:18,338 creating build/lib/snowflake/ml/data/_internal 2026-01-06T00:54:18,339 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-01-06T00:54:18,342 creating build/lib/snowflake/ml/experiment/_client 2026-01-06T00:54:18,343 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-01-06T00:54:18,346 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-01-06T00:54:18,348 creating build/lib/snowflake/ml/experiment/_entities 2026-01-06T00:54:18,349 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-06T00:54:18,351 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-06T00:54:18,353 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-06T00:54:18,355 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-06T00:54:18,357 creating build/lib/snowflake/ml/experiment/callback 2026-01-06T00:54:18,358 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-01-06T00:54:18,361 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-01-06T00:54:18,363 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-01-06T00:54:18,366 creating build/lib/snowflake/ml/registry/_manager 2026-01-06T00:54:18,367 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-01-06T00:54:18,369 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-01-06T00:54:18,372 creating build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,373 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,376 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,378 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,380 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,382 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,384 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,386 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,388 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,390 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,393 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,395 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,397 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,400 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,402 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,404 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,406 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,409 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-01-06T00:54:18,411 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:18,413 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:18,415 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:18,417 creating build/lib/snowflake/ml/_internal/lineage 2026-01-06T00:54:18,418 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-01-06T00:54:18,421 creating build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,422 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,424 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,426 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,428 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,430 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,431 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,434 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,436 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,438 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-06T00:54:18,440 creating build/lib/snowflake/ml/monitoring/_manager 2026-01-06T00:54:18,441 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-01-06T00:54:18,444 creating build/lib/snowflake/ml/monitoring/entities 2026-01-06T00:54:18,445 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-01-06T00:54:18,448 creating build/lib/snowflake/ml/monitoring/_client 2026-01-06T00:54:18,449 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-01-06T00:54:18,453 creating build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,454 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,458 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,461 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,464 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,467 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,469 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,472 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,476 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,480 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,483 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,486 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,489 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,493 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,496 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-06T00:54:18,500 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:18,501 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:18,504 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:18,506 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:18,510 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-01-06T00:54:18,511 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-01-06T00:54:18,513 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-01-06T00:54:18,518 creating build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,519 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,522 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,526 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,530 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,534 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,535 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,539 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,542 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,546 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,549 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-06T00:54:18,552 creating build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,554 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,557 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,560 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,563 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,566 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,568 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,571 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-01-06T00:54:18,575 creating build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,576 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,580 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,583 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,586 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,590 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,593 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,596 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,599 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,603 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,604 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,608 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,611 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,614 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,617 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,620 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,624 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,626 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-06T00:54:18,630 creating build/lib/snowflake/ml/modeling/xgboost 2026-01-06T00:54:18,631 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-06T00:54:18,634 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-06T00:54:18,637 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-06T00:54:18,639 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-06T00:54:18,642 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-06T00:54:18,646 creating build/lib/snowflake/ml/modeling/model_selection 2026-01-06T00:54:18,647 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-01-06T00:54:18,650 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-01-06T00:54:18,651 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-01-06T00:54:18,654 creating build/lib/snowflake/ml/modeling/multiclass 2026-01-06T00:54:18,655 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-06T00:54:18,659 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-06T00:54:18,662 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-06T00:54:18,664 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-06T00:54:18,667 creating build/lib/snowflake/ml/modeling/impute 2026-01-06T00:54:18,668 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-01-06T00:54:18,672 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-01-06T00:54:18,675 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-01-06T00:54:18,677 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-01-06T00:54:18,680 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-01-06T00:54:18,683 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,684 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,688 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,691 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,693 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,696 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,699 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:18,702 creating build/lib/snowflake/ml/modeling/compose 2026-01-06T00:54:18,703 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-01-06T00:54:18,707 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-01-06T00:54:18,710 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-01-06T00:54:18,712 creating build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,713 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,715 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,717 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,719 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,721 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,723 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-06T00:54:18,726 creating build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,727 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,730 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,733 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,736 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,739 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,742 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,746 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,747 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,751 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-06T00:54:18,754 creating build/lib/snowflake/ml/modeling/parameters 2026-01-06T00:54:18,755 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-01-06T00:54:18,757 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-01-06T00:54:18,759 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-01-06T00:54:18,761 creating build/lib/snowflake/ml/modeling/manifold 2026-01-06T00:54:18,762 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-06T00:54:18,765 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-06T00:54:18,768 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-06T00:54:18,771 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-06T00:54:18,773 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-06T00:54:18,777 creating build/lib/snowflake/ml/modeling/calibration 2026-01-06T00:54:18,778 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-01-06T00:54:18,781 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-01-06T00:54:18,784 creating build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,785 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,787 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,791 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,793 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,795 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,798 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,800 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,804 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,806 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,808 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,811 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,813 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:18,815 creating build/lib/snowflake/ml/modeling/mixture 2026-01-06T00:54:18,816 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-01-06T00:54:18,820 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-01-06T00:54:18,822 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-01-06T00:54:18,826 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,827 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,830 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,833 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,836 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,840 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,843 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:18,846 creating build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,847 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,851 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,855 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,858 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,862 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,866 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,868 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,872 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,876 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:18,880 creating build/lib/snowflake/ml/modeling/lightgbm 2026-01-06T00:54:18,880 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-01-06T00:54:18,882 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-01-06T00:54:18,886 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-01-06T00:54:18,889 creating build/lib/snowflake/ml/modeling/pipeline 2026-01-06T00:54:18,890 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-01-06T00:54:18,893 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-01-06T00:54:18,896 creating build/lib/snowflake/ml/modeling/framework 2026-01-06T00:54:18,897 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-01-06T00:54:18,900 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-01-06T00:54:18,903 creating build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,904 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,906 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,909 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,911 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,913 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,915 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,919 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-06T00:54:18,922 creating build/lib/snowflake/ml/modeling/neural_network 2026-01-06T00:54:18,923 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-06T00:54:18,927 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-06T00:54:18,928 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-06T00:54:18,932 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-06T00:54:18,937 creating build/lib/snowflake/ml/modeling/tree 2026-01-06T00:54:18,938 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-01-06T00:54:18,941 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-01-06T00:54:18,945 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-01-06T00:54:18,948 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-01-06T00:54:18,950 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-01-06T00:54:18,954 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:18,956 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:18,960 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:18,962 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:18,967 creating build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,968 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,971 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,974 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,977 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,981 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,985 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,988 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,992 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:18,996 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,000 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,004 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,007 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,011 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,015 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,019 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,023 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,027 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,030 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,034 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,037 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,041 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,043 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,047 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,051 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,054 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,057 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,060 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,064 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,068 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,070 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,073 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,077 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,080 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,084 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,087 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,090 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-06T00:54:19,093 creating build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,094 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,098 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,101 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,104 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,107 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,109 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,112 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,115 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,118 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,121 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,124 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-06T00:54:19,128 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:19,129 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:19,132 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:19,134 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:19,138 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-01-06T00:54:19,139 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-01-06T00:54:19,142 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-01-06T00:54:19,145 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:19,146 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:19,149 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:19,152 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:19,155 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:19,157 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:19,160 creating build/lib/snowflake/ml/feature_store/examples 2026-01-06T00:54:19,161 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-01-06T00:54:19,164 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-06T00:54:19,165 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-06T00:54:19,168 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-06T00:54:19,169 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-06T00:54:19,171 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-01-06T00:54:19,172 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-01-06T00:54:19,175 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-06T00:54:19,176 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-06T00:54:19,179 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-06T00:54:19,180 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-06T00:54:19,182 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-06T00:54:19,184 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-01-06T00:54:19,186 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 2026-01-06T00:54:19,188 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 2026-01-06T00:54:19,190 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-01-06T00:54:19,191 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-01-06T00:54:19,194 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-01-06T00:54:19,196 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-01-06T00:54:19,197 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 2026-01-06T00:54:19,199 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 2026-01-06T00:54:19,202 creating build/lib/snowflake/ml/model/models 2026-01-06T00:54:19,203 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-01-06T00:54:19,206 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-01-06T00:54:19,209 creating build/lib/snowflake/ml/model/_packager 2026-01-06T00:54:19,210 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-01-06T00:54:19,212 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-01-06T00:54:19,215 creating build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,216 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,219 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,221 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,223 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,226 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,228 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,230 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,233 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,235 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,238 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-06T00:54:19,241 creating build/lib/snowflake/ml/model/_model_composer 2026-01-06T00:54:19,242 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-01-06T00:54:19,245 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:19,246 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:19,249 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:19,251 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:19,254 creating build/lib/snowflake/ml/model/_packager/model_task 2026-01-06T00:54:19,255 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-01-06T00:54:19,258 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:19,259 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:19,262 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:19,263 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:19,266 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:19,268 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:19,270 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-06T00:54:19,272 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-06T00:54:19,274 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-06T00:54:19,276 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-06T00:54:19,278 creating build/lib/snowflake/ml/model/_packager/model_env 2026-01-06T00:54:19,279 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-01-06T00:54:19,282 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-01-06T00:54:19,283 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-01-06T00:54:19,286 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-01-06T00:54:19,288 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,289 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,292 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,294 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,297 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,299 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,302 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,305 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,308 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,310 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,313 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,315 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,318 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,321 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,323 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,326 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,329 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:19,332 creating build/lib/snowflake/ml/model/_client/ops 2026-01-06T00:54:19,334 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-06T00:54:19,337 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-06T00:54:19,340 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-06T00:54:19,343 creating build/lib/snowflake/ml/model/_client/service 2026-01-06T00:54:19,344 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-01-06T00:54:19,346 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-01-06T00:54:19,350 creating build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,351 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,354 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,356 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,359 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,361 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,363 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-06T00:54:19,366 creating build/lib/snowflake/ml/model/_client/model 2026-01-06T00:54:19,367 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-01-06T00:54:19,369 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-01-06T00:54:19,371 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-01-06T00:54:19,375 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-01-06T00:54:19,378 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:19,379 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:19,382 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:19,384 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:19,386 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:19,388 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-01-06T00:54:19,389 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-01-06T00:54:19,392 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-01-06T00:54:19,395 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-01-06T00:54:19,396 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-01-06T00:54:19,399 creating build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,400 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,403 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,405 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,407 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,409 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,411 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,414 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,416 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-06T00:54:19,420 creating build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,421 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,423 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,425 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,427 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,430 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,431 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,433 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,435 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,438 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,440 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-06T00:54:19,443 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:19,444 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:19,446 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:19,449 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:19,451 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:19,453 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:19,456 running egg_info 2026-01-06T00:54:19,467 writing snowflake_ml_python.egg-info/PKG-INFO 2026-01-06T00:54:19,495 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-01-06T00:54:19,513 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-01-06T00:54:19,514 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-01-06T00:54:19,673 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:19,698 adding license file 'LICENSE.txt' 2026-01-06T00:54:19,727 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-06T00:54:19,877 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:19,880 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:19,888 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-01-06T00:54:19,889 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-01-06T00:54:19,892 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-01-06T00:54:19,987 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-06T00:54:19,990 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-06T00:54:19,992 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-01-06T00:54:19,995 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-06T00:54:19,998 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:19,999 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:20,001 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:20,004 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:20,006 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:20,008 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:20,041 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:20,044 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:20,046 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:20,059 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:20,062 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:20,120 installing to build/bdist.linux-armv7l/wheel 2026-01-06T00:54:20,120 running install 2026-01-06T00:54:20,143 running install_lib 2026-01-06T00:54:20,150 creating build/bdist.linux-armv7l/wheel 2026-01-06T00:54:20,152 creating build/bdist.linux-armv7l/wheel/snowflake 2026-01-06T00:54:20,154 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-01-06T00:54:20,156 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-01-06T00:54:20,157 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-06T00:54:20,160 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-01-06T00:54:20,161 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-01-06T00:54:20,163 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-06T00:54:20,165 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-06T00:54:20,167 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-06T00:54:20,169 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-06T00:54:20,172 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-06T00:54:20,175 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-01-06T00:54:20,176 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-01-06T00:54:20,178 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-01-06T00:54:20,180 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-01-06T00:54:20,183 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-01-06T00:54:20,184 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-06T00:54:20,186 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-06T00:54:20,188 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-06T00:54:20,190 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-06T00:54:20,192 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-06T00:54:20,194 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-06T00:54:20,197 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-01-06T00:54:20,198 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-06T00:54:20,200 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-06T00:54:20,203 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-06T00:54:20,205 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-06T00:54:20,207 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-06T00:54:20,210 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-01-06T00:54:20,211 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-01-06T00:54:20,213 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-01-06T00:54:20,216 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-01-06T00:54:20,218 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-01-06T00:54:20,220 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-01-06T00:54:20,224 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-01-06T00:54:20,225 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,227 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,229 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,232 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-01-06T00:54:20,233 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,236 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,238 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,240 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,242 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,244 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,246 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,249 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,252 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,255 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,257 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,259 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,262 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,264 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,266 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,268 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,271 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-06T00:54:20,273 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,276 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,279 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,281 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:20,283 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:20,285 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:20,287 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:20,289 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-06T00:54:20,291 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,294 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-01-06T00:54:20,295 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-01-06T00:54:20,297 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,299 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-06T00:54:20,302 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,303 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,305 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,307 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,309 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,311 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,313 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,315 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,317 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,319 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-06T00:54:20,321 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-01-06T00:54:20,323 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-01-06T00:54:20,325 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-01-06T00:54:20,326 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-01-06T00:54:20,329 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-01-06T00:54:20,330 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-01-06T00:54:20,332 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-01-06T00:54:20,335 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-01-06T00:54:20,336 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-01-06T00:54:20,340 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-01-06T00:54:20,341 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-01-06T00:54:20,343 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-01-06T00:54:20,345 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-01-06T00:54:20,348 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-01-06T00:54:20,350 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-01-06T00:54:20,351 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-06T00:54:20,354 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-06T00:54:20,356 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-06T00:54:20,358 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-06T00:54:20,360 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-06T00:54:20,363 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-01-06T00:54:20,365 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-01-06T00:54:20,366 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,370 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,373 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,377 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,380 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,382 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,385 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,389 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,392 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,395 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,398 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,401 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,404 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,408 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-06T00:54:20,412 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:20,413 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:20,416 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:20,418 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-01-06T00:54:20,422 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-01-06T00:54:20,423 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-01-06T00:54:20,425 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-01-06T00:54:20,429 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,430 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,434 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,438 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,442 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,445 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,447 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,451 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,454 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,458 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,462 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-06T00:54:20,467 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-01-06T00:54:20,468 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,472 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,476 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,480 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,484 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,486 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,490 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-06T00:54:20,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,496 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,500 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,505 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,509 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,512 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,516 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,519 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,522 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,525 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,527 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,530 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,534 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,537 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,541 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,544 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,547 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,550 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-06T00:54:20,554 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-01-06T00:54:20,555 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-06T00:54:20,559 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-06T00:54:20,563 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-06T00:54:20,564 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-06T00:54:20,568 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-06T00:54:20,573 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-01-06T00:54:20,574 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-01-06T00:54:20,577 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-01-06T00:54:20,579 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-01-06T00:54:20,583 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-01-06T00:54:20,584 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-06T00:54:20,587 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-06T00:54:20,591 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-06T00:54:20,593 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-06T00:54:20,597 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-01-06T00:54:20,599 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-06T00:54:20,603 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-06T00:54:20,607 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-06T00:54:20,609 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-06T00:54:20,828 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-06T00:54:20,832 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,833 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,837 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,841 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,843 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,846 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,850 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-06T00:54:20,854 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-01-06T00:54:20,855 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-01-06T00:54:20,860 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-01-06T00:54:20,865 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-01-06T00:54:20,868 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-01-06T00:54:20,871 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-01-06T00:54:20,872 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-01-06T00:54:20,876 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-01-06T00:54:20,879 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-06T00:54:20,883 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-06T00:54:20,886 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-06T00:54:20,889 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:20,891 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:20,896 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:20,900 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-06T00:54:20,904 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 2026-01-06T00:54:20,907 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 2026-01-06T00:54:20,910 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-06T00:54:20,913 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-06T00:54:20,917 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-06T00:54:20,921 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-01-06T00:54:20,923 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,928 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,933 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,937 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,942 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,947 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,952 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,955 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,959 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-06T00:54:20,963 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-01-06T00:54:20,964 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-01-06T00:54:20,966 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-01-06T00:54:20,968 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-01-06T00:54:20,970 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-01-06T00:54:20,971 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-06T00:54:20,974 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-06T00:54:20,978 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-06T00:54:20,981 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-06T00:54:20,983 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-06T00:54:20,987 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-01-06T00:54:20,988 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-01-06T00:54:20,991 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-01-06T00:54:20,994 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-01-06T00:54:20,995 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:20,997 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,001 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,003 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,006 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,008 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,011 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,014 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,016 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,018 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,021 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,023 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-06T00:54:21,026 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-01-06T00:54:21,027 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-01-06T00:54:21,031 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-01-06T00:54:21,033 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-01-06T00:54:21,037 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,038 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,042 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,045 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,048 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,051 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,054 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-06T00:54:21,057 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,058 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,061 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,065 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,068 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,072 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,075 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,077 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,080 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,083 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-06T00:54:21,087 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-01-06T00:54:21,089 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-01-06T00:54:21,090 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-01-06T00:54:21,094 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-01-06T00:54:21,098 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-01-06T00:54:21,099 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-01-06T00:54:21,102 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-01-06T00:54:21,105 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-01-06T00:54:21,106 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-01-06T00:54:21,109 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-01-06T00:54:21,112 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-01-06T00:54:21,113 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,116 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,119 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,121 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,123 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,125 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,129 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-06T00:54:21,132 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-01-06T00:54:21,133 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-06T00:54:21,137 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-06T00:54:21,139 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-06T00:54:21,142 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-06T00:54:21,146 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-01-06T00:54:21,147 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-06T00:54:21,150 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-06T00:54:21,154 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-06T00:54:21,157 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-06T00:54:21,158 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-06T00:54:21,162 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:21,163 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:21,166 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:21,168 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-01-06T00:54:21,172 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,174 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,177 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,180 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,183 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,187 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,190 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,193 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,197 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,201 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,204 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,208 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,211 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,215 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,219 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,223 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,227 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,231 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,235 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,239 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,242 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,245 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,247 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,250 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,253 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,256 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,260 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,263 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,266 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,269 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,273 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,276 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,279 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,282 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,286 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,289 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,292 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-06T00:54:21,296 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,298 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,301 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,304 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,308 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,311 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,313 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,316 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,319 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,323 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,326 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,329 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-06T00:54:21,333 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:21,334 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:21,338 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:21,340 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-01-06T00:54:21,345 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-01-06T00:54:21,346 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-06T00:54:21,348 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-06T00:54:21,351 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-06T00:54:21,354 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-06T00:54:21,356 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-06T00:54:21,360 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-01-06T00:54:21,361 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-06T00:54:21,365 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-01-06T00:54:21,367 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-06T00:54:21,368 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 2026-01-06T00:54:21,370 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 2026-01-06T00:54:21,373 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-06T00:54:21,374 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 2026-01-06T00:54:21,377 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 2026-01-06T00:54:21,379 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-01-06T00:54:21,382 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-06T00:54:21,383 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 2026-01-06T00:54:21,385 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 2026-01-06T00:54:21,387 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-01-06T00:54:21,389 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 2026-01-06T00:54:21,391 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 2026-01-06T00:54:21,393 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-01-06T00:54:21,394 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-01-06T00:54:21,396 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-01-06T00:54:21,399 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-01-06T00:54:21,400 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 2026-01-06T00:54:21,402 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 2026-01-06T00:54:21,404 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-06T00:54:21,405 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 2026-01-06T00:54:21,407 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 2026-01-06T00:54:21,410 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-01-06T00:54:21,411 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 2026-01-06T00:54:21,413 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 2026-01-06T00:54:21,415 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:21,417 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 2026-01-06T00:54:21,419 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 2026-01-06T00:54:21,421 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 2026-01-06T00:54:21,422 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-01-06T00:54:21,424 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 2026-01-06T00:54:21,426 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-06T00:54:21,432 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-06T00:54:21,434 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-06T00:54:21,436 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-06T00:54:21,439 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-01-06T00:54:21,440 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-06T00:54:21,442 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-06T00:54:21,445 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-06T00:54:21,447 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-06T00:54:21,449 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-06T00:54:21,452 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-01-06T00:54:21,453 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-01-06T00:54:21,455 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-01-06T00:54:21,458 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-01-06T00:54:21,459 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,463 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-01-06T00:54:21,464 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-01-06T00:54:21,467 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-01-06T00:54:21,470 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,471 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,473 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,476 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-01-06T00:54:21,478 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:21,479 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:21,481 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:21,483 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-01-06T00:54:21,486 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-01-06T00:54:21,488 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-01-06T00:54:21,489 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-01-06T00:54:21,492 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-06T00:54:21,493 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 2026-01-06T00:54:21,495 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 2026-01-06T00:54:21,497 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 2026-01-06T00:54:21,499 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 2026-01-06T00:54:21,500 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 2026-01-06T00:54:21,503 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-01-06T00:54:21,504 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 2026-01-06T00:54:21,506 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 2026-01-06T00:54:21,508 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 2026-01-06T00:54:21,509 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-01-06T00:54:21,512 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-01-06T00:54:21,513 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-01-06T00:54:21,516 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-01-06T00:54:21,517 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-01-06T00:54:21,519 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 2026-01-06T00:54:21,522 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,523 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,526 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,529 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,531 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,533 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,536 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,539 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,541 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,544 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,546 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,548 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,551 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,553 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,556 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,558 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,561 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-06T00:54:21,565 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-01-06T00:54:21,566 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-01-06T00:54:21,567 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-06T00:54:21,571 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-06T00:54:21,574 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-06T00:54:21,577 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-01-06T00:54:21,578 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-01-06T00:54:21,580 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-01-06T00:54:21,583 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-01-06T00:54:21,584 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-06T00:54:21,587 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-06T00:54:21,589 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-06T00:54:21,592 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-06T00:54:21,594 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-06T00:54:21,596 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-06T00:54:21,599 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-01-06T00:54:21,600 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-06T00:54:21,602 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-06T00:54:21,604 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-06T00:54:21,607 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-06T00:54:21,610 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,612 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-01-06T00:54:21,613 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,616 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,618 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,620 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,622 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,625 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,627 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,629 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,631 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,634 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-06T00:54:21,636 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,639 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,641 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,644 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-01-06T00:54:21,645 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:21,647 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 2026-01-06T00:54:21,649 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 2026-01-06T00:54:21,651 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 2026-01-06T00:54:21,653 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:21,655 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 2026-01-06T00:54:21,657 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 2026-01-06T00:54:21,659 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-01-06T00:54:21,661 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-01-06T00:54:21,662 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 2026-01-06T00:54:21,664 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 2026-01-06T00:54:21,666 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-01-06T00:54:21,669 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-01-06T00:54:21,670 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 2026-01-06T00:54:21,672 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,674 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,676 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-06T00:54:21,678 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-01-06T00:54:21,679 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-06T00:54:21,682 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-01-06T00:54:21,683 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,686 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,687 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,690 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,691 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,693 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,696 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,698 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-06T00:54:21,700 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-06T00:54:21,703 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-06T00:54:21,706 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-01-06T00:54:21,707 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,709 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,711 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,713 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,715 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,718 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,719 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,721 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,724 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,726 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,729 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,730 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,732 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-06T00:54:21,735 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,737 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,739 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,741 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,743 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-06T00:54:21,745 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-06T00:54:21,749 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-01-06T00:54:21,750 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,753 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,755 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,757 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,759 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,761 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,763 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,766 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,768 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,770 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,771 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,773 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-06T00:54:21,776 running install_egg_info 2026-01-06T00:54:21,782 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.21.0-py3.11.egg-info 2026-01-06T00:54:21,794 running install_scripts 2026-01-06T00:54:21,808 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.21.0.dist-info/WHEEL 2026-01-06T00:54:21,811 creating '/tmp/pip-wheel-57_62dtw/.tmp-uljhvhc0/snowflake_ml_python-1.21.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-01-06T00:54:21,813 adding 'snowflake/cortex/__init__.py' 2026-01-06T00:54:21,815 adding 'snowflake/cortex/_classify_text.py' 2026-01-06T00:54:21,818 adding 'snowflake/cortex/_complete.py' 2026-01-06T00:54:21,819 adding 'snowflake/cortex/_embed_text_1024.py' 2026-01-06T00:54:21,820 adding 'snowflake/cortex/_embed_text_768.py' 2026-01-06T00:54:21,822 adding 'snowflake/cortex/_extract_answer.py' 2026-01-06T00:54:21,823 adding 'snowflake/cortex/_finetune.py' 2026-01-06T00:54:21,825 adding 'snowflake/cortex/_sentiment.py' 2026-01-06T00:54:21,826 adding 'snowflake/cortex/_sse_client.py' 2026-01-06T00:54:21,827 adding 'snowflake/cortex/_summarize.py' 2026-01-06T00:54:21,829 adding 'snowflake/cortex/_translate.py' 2026-01-06T00:54:21,830 adding 'snowflake/cortex/_util.py' 2026-01-06T00:54:21,832 adding 'snowflake/ml/version.py' 2026-01-06T00:54:21,834 adding 'snowflake/ml/_internal/env.py' 2026-01-06T00:54:21,838 adding 'snowflake/ml/_internal/env_utils.py' 2026-01-06T00:54:21,840 adding 'snowflake/ml/_internal/file_utils.py' 2026-01-06T00:54:21,842 adding 'snowflake/ml/_internal/init_utils.py' 2026-01-06T00:54:21,843 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-01-06T00:54:21,845 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-01-06T00:54:21,846 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-01-06T00:54:21,850 adding 'snowflake/ml/_internal/telemetry.py' 2026-01-06T00:54:21,852 adding 'snowflake/ml/_internal/type_utils.py' 2026-01-06T00:54:21,854 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-01-06T00:54:21,855 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-01-06T00:54:21,856 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-01-06T00:54:21,858 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-01-06T00:54:21,859 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-01-06T00:54:21,860 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-01-06T00:54:21,861 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-01-06T00:54:21,862 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-01-06T00:54:21,864 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-01-06T00:54:21,865 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-01-06T00:54:21,867 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-01-06T00:54:21,868 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-01-06T00:54:21,869 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-01-06T00:54:21,871 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-01-06T00:54:21,874 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-01-06T00:54:21,875 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-01-06T00:54:21,876 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-01-06T00:54:21,879 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-01-06T00:54:21,880 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-01-06T00:54:21,881 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-01-06T00:54:21,883 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-01-06T00:54:21,884 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-01-06T00:54:21,886 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-01-06T00:54:21,887 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-01-06T00:54:21,889 adding 'snowflake/ml/_internal/utils/result.py' 2026-01-06T00:54:21,890 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-01-06T00:54:21,892 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-01-06T00:54:21,893 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-01-06T00:54:21,895 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-01-06T00:54:21,896 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-01-06T00:54:21,897 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-01-06T00:54:21,899 adding 'snowflake/ml/data/__init__.py' 2026-01-06T00:54:21,901 adding 'snowflake/ml/data/data_connector.py' 2026-01-06T00:54:21,902 adding 'snowflake/ml/data/data_ingestor.py' 2026-01-06T00:54:21,904 adding 'snowflake/ml/data/data_source.py' 2026-01-06T00:54:21,905 adding 'snowflake/ml/data/ingestor_utils.py' 2026-01-06T00:54:21,906 adding 'snowflake/ml/data/torch_utils.py' 2026-01-06T00:54:21,909 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-01-06T00:54:21,911 adding 'snowflake/ml/dataset/__init__.py' 2026-01-06T00:54:21,914 adding 'snowflake/ml/dataset/dataset.py' 2026-01-06T00:54:21,915 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-01-06T00:54:21,916 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-01-06T00:54:21,918 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-01-06T00:54:21,920 adding 'snowflake/ml/experiment/__init__.py' 2026-01-06T00:54:21,921 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-01-06T00:54:21,923 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-01-06T00:54:21,925 adding 'snowflake/ml/experiment/utils.py' 2026-01-06T00:54:21,927 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-01-06T00:54:21,928 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-01-06T00:54:21,930 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-01-06T00:54:21,931 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-01-06T00:54:21,932 adding 'snowflake/ml/experiment/_entities/run.py' 2026-01-06T00:54:21,934 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-01-06T00:54:21,935 adding 'snowflake/ml/experiment/callback/keras.py' 2026-01-06T00:54:21,937 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-01-06T00:54:21,938 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-01-06T00:54:21,940 adding 'snowflake/ml/feature_store/__init__.py' 2026-01-06T00:54:21,942 adding 'snowflake/ml/feature_store/access_manager.py' 2026-01-06T00:54:21,943 adding 'snowflake/ml/feature_store/entity.py' 2026-01-06T00:54:21,959 adding 'snowflake/ml/feature_store/feature_store.py' 2026-01-06T00:54:21,965 adding 'snowflake/ml/feature_store/feature_view.py' 2026-01-06T00:54:21,968 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-01-06T00:54:21,970 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-01-06T00:54:21,971 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-01-06T00:54:21,973 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-01-06T00:54:21,975 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-01-06T00:54:21,976 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-01-06T00:54:21,978 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-01-06T00:54:21,979 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-01-06T00:54:21,981 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-01-06T00:54:21,982 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-01-06T00:54:21,983 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-01-06T00:54:21,985 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-01-06T00:54:21,986 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-01-06T00:54:21,988 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-01-06T00:54:21,990 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-01-06T00:54:21,991 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-01-06T00:54:21,992 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-01-06T00:54:21,993 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-01-06T00:54:21,995 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-01-06T00:54:21,996 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-01-06T00:54:21,998 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-01-06T00:54:21,999 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-01-06T00:54:22,002 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-01-06T00:54:22,005 adding 'snowflake/ml/fileset/fileset.py' 2026-01-06T00:54:22,007 adding 'snowflake/ml/fileset/sfcfs.py' 2026-01-06T00:54:22,009 adding 'snowflake/ml/fileset/snowfs.py' 2026-01-06T00:54:22,011 adding 'snowflake/ml/fileset/stage_fs.py' 2026-01-06T00:54:22,013 adding 'snowflake/ml/jobs/__init__.py' 2026-01-06T00:54:22,014 adding 'snowflake/ml/jobs/decorators.py' 2026-01-06T00:54:22,018 adding 'snowflake/ml/jobs/job.py' 2026-01-06T00:54:22,021 adding 'snowflake/ml/jobs/manager.py' 2026-01-06T00:54:22,023 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-01-06T00:54:22,024 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-01-06T00:54:22,026 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-01-06T00:54:22,028 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-01-06T00:54:22,030 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-01-06T00:54:22,032 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-01-06T00:54:22,033 adding 'snowflake/ml/jobs/_interop/results.py' 2026-01-06T00:54:22,035 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-01-06T00:54:22,037 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-01-06T00:54:22,038 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-01-06T00:54:22,039 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-01-06T00:54:22,041 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2026-01-06T00:54:22,045 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-01-06T00:54:22,046 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-01-06T00:54:22,048 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-01-06T00:54:22,049 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-01-06T00:54:22,050 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-01-06T00:54:22,052 adding 'snowflake/ml/jobs/_utils/types.py' 2026-01-06T00:54:22,054 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-01-06T00:54:22,055 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-01-06T00:54:22,058 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-01-06T00:54:22,060 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-01-06T00:54:22,061 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-01-06T00:54:22,063 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-01-06T00:54:22,064 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-01-06T00:54:22,066 adding 'snowflake/ml/lineage/__init__.py' 2026-01-06T00:54:22,068 adding 'snowflake/ml/lineage/lineage_node.py' 2026-01-06T00:54:22,069 adding 'snowflake/ml/model/__init__.py' 2026-01-06T00:54:22,070 adding 'snowflake/ml/model/compute_pool.py' 2026-01-06T00:54:22,072 adding 'snowflake/ml/model/custom_model.py' 2026-01-06T00:54:22,074 adding 'snowflake/ml/model/event_handler.py' 2026-01-06T00:54:22,075 adding 'snowflake/ml/model/inference_engine.py' 2026-01-06T00:54:22,078 adding 'snowflake/ml/model/model_signature.py' 2026-01-06T00:54:22,080 adding 'snowflake/ml/model/openai_signatures.py' 2026-01-06T00:54:22,081 adding 'snowflake/ml/model/target_platform.py' 2026-01-06T00:54:22,082 adding 'snowflake/ml/model/task.py' 2026-01-06T00:54:22,083 adding 'snowflake/ml/model/type_hints.py' 2026-01-06T00:54:22,085 adding 'snowflake/ml/model/volatility.py' 2026-01-06T00:54:22,087 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-01-06T00:54:22,088 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-01-06T00:54:22,091 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-01-06T00:54:22,096 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-01-06T00:54:22,099 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-01-06T00:54:22,103 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-01-06T00:54:22,108 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-01-06T00:54:22,111 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-01-06T00:54:22,112 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-01-06T00:54:22,114 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-01-06T00:54:22,115 adding 'snowflake/ml/model/_client/sql/model.py' 2026-01-06T00:54:22,118 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-01-06T00:54:22,120 adding 'snowflake/ml/model/_client/sql/service.py' 2026-01-06T00:54:22,121 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-01-06T00:54:22,123 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-01-06T00:54:22,125 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-01-06T00:54:22,128 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-01-06T00:54:22,129 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-01-06T00:54:22,131 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-01-06T00:54:22,132 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-01-06T00:54:22,134 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-01-06T00:54:22,135 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-01-06T00:54:22,136 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-01-06T00:54:22,138 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-01-06T00:54:22,139 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-01-06T00:54:22,141 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-01-06T00:54:22,143 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-01-06T00:54:22,145 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-01-06T00:54:22,148 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-01-06T00:54:22,150 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-01-06T00:54:22,153 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-01-06T00:54:22,155 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-01-06T00:54:22,156 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-01-06T00:54:22,161 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-01-06T00:54:22,163 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-01-06T00:54:22,165 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-01-06T00:54:22,167 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-01-06T00:54:22,170 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-01-06T00:54:22,171 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-01-06T00:54:22,173 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-01-06T00:54:22,176 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-01-06T00:54:22,178 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-01-06T00:54:22,180 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-01-06T00:54:22,182 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-01-06T00:54:22,183 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-01-06T00:54:22,185 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-01-06T00:54:22,187 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-01-06T00:54:22,188 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-01-06T00:54:22,189 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-01-06T00:54:22,190 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-01-06T00:54:22,192 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-01-06T00:54:22,195 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-01-06T00:54:22,196 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-01-06T00:54:22,198 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-01-06T00:54:22,200 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-01-06T00:54:22,201 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-01-06T00:54:22,203 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-01-06T00:54:22,204 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-01-06T00:54:22,206 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-01-06T00:54:22,209 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-01-06T00:54:22,210 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-01-06T00:54:22,213 adding 'snowflake/ml/model/_signatures/core.py' 2026-01-06T00:54:22,215 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-01-06T00:54:22,216 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-01-06T00:54:22,218 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-01-06T00:54:22,220 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-01-06T00:54:22,221 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-01-06T00:54:22,223 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-01-06T00:54:22,225 adding 'snowflake/ml/model/_signatures/utils.py' 2026-01-06T00:54:22,227 adding 'snowflake/ml/model/models/huggingface.py' 2026-01-06T00:54:22,230 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-01-06T00:54:22,233 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-01-06T00:54:22,235 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-01-06T00:54:22,236 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-01-06T00:54:22,238 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-01-06T00:54:22,239 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-01-06T00:54:22,240 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-01-06T00:54:22,243 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-01-06T00:54:22,244 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-01-06T00:54:22,250 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-01-06T00:54:22,252 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-01-06T00:54:22,254 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-01-06T00:54:22,257 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-01-06T00:54:22,260 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-01-06T00:54:22,261 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-01-06T00:54:22,266 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-01-06T00:54:22,268 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-01-06T00:54:22,272 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-01-06T00:54:22,277 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-01-06T00:54:22,282 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-01-06T00:54:22,286 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-01-06T00:54:22,291 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-01-06T00:54:22,296 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-01-06T00:54:22,301 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-01-06T00:54:22,306 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-01-06T00:54:22,311 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-01-06T00:54:22,316 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-01-06T00:54:22,320 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-01-06T00:54:22,326 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-01-06T00:54:22,330 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-01-06T00:54:22,332 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-01-06T00:54:22,337 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-01-06T00:54:22,341 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-01-06T00:54:22,344 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-01-06T00:54:22,349 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-01-06T00:54:22,353 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-01-06T00:54:22,358 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-01-06T00:54:22,363 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-01-06T00:54:22,367 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-01-06T00:54:22,372 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-01-06T00:54:22,376 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-01-06T00:54:22,381 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-01-06T00:54:22,383 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-01-06T00:54:22,387 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-01-06T00:54:22,392 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-01-06T00:54:22,397 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-01-06T00:54:22,402 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-01-06T00:54:22,406 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-01-06T00:54:22,412 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-01-06T00:54:22,417 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-01-06T00:54:22,422 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-01-06T00:54:22,427 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-01-06T00:54:22,431 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-01-06T00:54:22,434 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-01-06T00:54:22,438 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-01-06T00:54:22,443 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-01-06T00:54:22,445 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-01-06T00:54:22,450 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-01-06T00:54:22,454 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-01-06T00:54:22,460 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-01-06T00:54:22,464 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-01-06T00:54:22,470 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-01-06T00:54:22,476 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-01-06T00:54:22,481 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-01-06T00:54:22,487 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-01-06T00:54:22,493 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-01-06T00:54:22,499 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-01-06T00:54:22,504 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-01-06T00:54:22,509 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-01-06T00:54:22,515 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-01-06T00:54:22,520 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-01-06T00:54:22,525 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-01-06T00:54:22,530 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-01-06T00:54:22,532 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-01-06T00:54:22,536 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-01-06T00:54:22,541 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-01-06T00:54:22,546 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-01-06T00:54:22,550 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-01-06T00:54:22,555 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-01-06T00:54:22,559 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-01-06T00:54:22,564 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-01-06T00:54:22,569 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-01-06T00:54:22,572 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-01-06T00:54:22,576 adding 'snowflake/ml/modeling/framework/base.py' 2026-01-06T00:54:22,578 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-01-06T00:54:22,582 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-01-06T00:54:22,588 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-01-06T00:54:22,590 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-01-06T00:54:22,594 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-01-06T00:54:22,599 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-01-06T00:54:22,604 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-01-06T00:54:22,607 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-01-06T00:54:22,609 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-01-06T00:54:22,613 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-01-06T00:54:22,618 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-01-06T00:54:22,622 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-01-06T00:54:22,627 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-01-06T00:54:22,632 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-01-06T00:54:22,634 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-01-06T00:54:22,639 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-01-06T00:54:22,641 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-01-06T00:54:22,645 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-01-06T00:54:22,650 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-01-06T00:54:22,652 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-01-06T00:54:22,656 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-01-06T00:54:22,661 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-01-06T00:54:22,666 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-01-06T00:54:22,671 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-01-06T00:54:22,676 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-01-06T00:54:22,681 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-01-06T00:54:22,685 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-01-06T00:54:22,690 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-01-06T00:54:22,695 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-01-06T00:54:22,700 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-01-06T00:54:22,705 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-01-06T00:54:22,710 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-01-06T00:54:22,715 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-01-06T00:54:22,720 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-01-06T00:54:22,725 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-01-06T00:54:22,731 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-01-06T00:54:22,736 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-01-06T00:54:22,741 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-01-06T00:54:22,746 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-01-06T00:54:22,751 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-01-06T00:54:22,755 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-01-06T00:54:22,761 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-01-06T00:54:22,766 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-01-06T00:54:22,771 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-01-06T00:54:22,776 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-01-06T00:54:22,781 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-01-06T00:54:22,786 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-01-06T00:54:22,791 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-01-06T00:54:22,796 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-01-06T00:54:22,801 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-01-06T00:54:22,807 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-01-06T00:54:22,812 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-01-06T00:54:22,818 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-01-06T00:54:22,822 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-01-06T00:54:22,827 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-01-06T00:54:22,830 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-01-06T00:54:22,834 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-01-06T00:54:22,839 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-01-06T00:54:22,844 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-01-06T00:54:22,850 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-01-06T00:54:22,852 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-01-06T00:54:22,858 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-01-06T00:54:22,860 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-01-06T00:54:22,862 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-01-06T00:54:22,864 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-01-06T00:54:22,866 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-01-06T00:54:22,868 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-01-06T00:54:22,870 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-01-06T00:54:22,875 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-01-06T00:54:22,880 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-01-06T00:54:22,882 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-01-06T00:54:22,886 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-01-06T00:54:22,890 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-01-06T00:54:22,892 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-01-06T00:54:22,896 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-01-06T00:54:22,901 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-01-06T00:54:22,905 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-01-06T00:54:22,907 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-01-06T00:54:22,912 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-01-06T00:54:22,916 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-01-06T00:54:22,921 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-01-06T00:54:22,926 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-01-06T00:54:22,930 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-01-06T00:54:22,932 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-01-06T00:54:22,937 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-01-06T00:54:22,942 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-01-06T00:54:22,947 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-01-06T00:54:22,952 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-01-06T00:54:22,957 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-01-06T00:54:22,962 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-01-06T00:54:22,967 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-01-06T00:54:22,972 adding 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'snowflake/ml/modeling/preprocessing/__init__.py' 2026-01-06T00:54:23,011 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-01-06T00:54:23,014 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-01-06T00:54:23,016 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-01-06T00:54:23,017 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-01-06T00:54:23,019 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-01-06T00:54:23,021 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-01-06T00:54:23,029 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-01-06T00:54:23,034 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-01-06T00:54:23,039 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-01-06T00:54:23,042 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-01-06T00:54:23,044 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-01-06T00:54:23,046 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-01-06T00:54:23,050 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-01-06T00:54:23,055 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-01-06T00:54:23,057 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-01-06T00:54:23,062 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-01-06T00:54:23,067 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-01-06T00:54:23,072 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-01-06T00:54:23,077 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-01-06T00:54:23,082 adding 'snowflake/ml/modeling/svm/svc.py' 2026-01-06T00:54:23,087 adding 'snowflake/ml/modeling/svm/svr.py' 2026-01-06T00:54:23,089 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-01-06T00:54:23,095 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-01-06T00:54:23,100 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-01-06T00:54:23,106 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-01-06T00:54:23,111 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-01-06T00:54:23,114 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-01-06T00:54:23,120 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-01-06T00:54:23,126 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-01-06T00:54:23,132 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-01-06T00:54:23,138 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-01-06T00:54:23,142 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-01-06T00:54:23,143 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-01-06T00:54:23,145 adding 'snowflake/ml/monitoring/shap.py' 2026-01-06T00:54:23,147 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-01-06T00:54:23,149 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-01-06T00:54:23,150 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-01-06T00:54:23,153 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-01-06T00:54:23,154 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-01-06T00:54:23,156 adding 'snowflake/ml/registry/__init__.py' 2026-01-06T00:54:23,159 adding 'snowflake/ml/registry/registry.py' 2026-01-06T00:54:23,162 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-01-06T00:54:23,165 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-01-06T00:54:23,166 adding 'snowflake/ml/utils/authentication.py' 2026-01-06T00:54:23,169 adding 'snowflake/ml/utils/connection_params.py' 2026-01-06T00:54:23,170 adding 'snowflake/ml/utils/html_utils.py' 2026-01-06T00:54:23,172 adding 'snowflake/ml/utils/sparse.py' 2026-01-06T00:54:23,173 adding 'snowflake/ml/utils/sql_client.py' 2026-01-06T00:54:23,176 adding 'snowflake_ml_python-1.21.0.dist-info/licenses/LICENSE.txt' 2026-01-06T00:54:23,191 adding 'snowflake_ml_python-1.21.0.dist-info/METADATA' 2026-01-06T00:54:23,192 adding 'snowflake_ml_python-1.21.0.dist-info/WHEEL' 2026-01-06T00:54:23,193 adding 'snowflake_ml_python-1.21.0.dist-info/top_level.txt' 2026-01-06T00:54:23,201 adding 'snowflake_ml_python-1.21.0.dist-info/RECORD' 2026-01-06T00:54:23,238 removing build/bdist.linux-armv7l/wheel 2026-01-06T00:54:23,501 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-01-06T00:54:23,561 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.21.0-py3-none-any.whl size=2214100 sha256=3255c2428934cd2c1fda618ae8ad8b989b5fce5b4a42a3b2146713b5c2c8be7e 2026-01-06T00:54:23,562 Stored in directory: /tmp/pip-ephem-wheel-cache-vt2eu38j/wheels/3c/21/41/856b6707f74058a49877e08c2a798920f75fc1f4b7b4e8ecd0 2026-01-06T00:54:23,614 Successfully built snowflake-ml-python 2026-01-06T00:54:23,705 Removed build tracker: '/tmp/pip-build-tracker-8appw1em'