2026-01-09T21:24:42,895 Created temporary directory: /tmp/pip-ephem-wheel-cache-ow3cpnmj 2026-01-09T21:24:42,897 Created temporary directory: /tmp/pip-build-tracker-rro86875 2026-01-09T21:24:42,898 Initialized build tracking at /tmp/pip-build-tracker-rro86875 2026-01-09T21:24:42,898 Created build tracker: /tmp/pip-build-tracker-rro86875 2026-01-09T21:24:42,899 Entered build tracker: /tmp/pip-build-tracker-rro86875 2026-01-09T21:24:42,900 Created temporary directory: /tmp/pip-wheel-8uzbhodn 2026-01-09T21:24:42,903 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 2026-01-09T21:24:42,905 Created temporary directory: /tmp/pip-ephem-wheel-cache-uolpid70 2026-01-09T21:24:42,927 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-01-09T21:24:42,930 2 location(s) to search for versions of snowflake-ml-python: 2026-01-09T21:24:42,930 * https://pypi.org/simple/snowflake-ml-python/ 2026-01-09T21:24:42,930 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-01-09T21:24:42,931 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-01-09T21:24:42,932 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-01-09T21:24:42,933 Found index url https://pypi.org/simple 2026-01-09T21:24:43,181 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-01-09T21:24:43,198 Skipping link: No binaries permitted for snowflake-ml-python: 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2026-01-09T21:24:43,497 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) 2026-01-09T21:24:43,497 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) 2026-01-09T21:24:43,498 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) 2026-01-09T21:24:43,498 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) 2026-01-09T21:24:43,499 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) 2026-01-09T21:24:43,499 Skipping link: No binaries permitted for snowflake-ml-python: 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-01-09T21:24:43,502 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) 2026-01-09T21:24:43,502 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) 2026-01-09T21:24:43,503 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) 2026-01-09T21:24:43,504 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) 2026-01-09T21:24:43,504 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) 2026-01-09T21:24:43,504 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) 2026-01-09T21:24:43,505 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) 2026-01-09T21:24:43,505 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) 2026-01-09T21:24:43,506 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) 2026-01-09T21:24:43,507 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) 2026-01-09T21:24:43,507 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) 2026-01-09T21:24:43,508 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) 2026-01-09T21:24:43,509 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) 2026-01-09T21:24:43,509 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) 2026-01-09T21:24:43,510 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) 2026-01-09T21:24:43,510 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) 2026-01-09T21:24:43,511 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) 2026-01-09T21:24:43,511 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) 2026-01-09T21:24:43,512 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-01-09T21:24:43,512 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-01-09T21:24:43,536 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-01-09T21:24:43,554 Collecting snowflake-ml-python==1.22.0 2026-01-09T21:24:43,556 Created temporary directory: /tmp/pip-unpack-p7aemxna 2026-01-09T21:24:43,787 Downloading snowflake_ml_python-1.22.0.tar.gz (1.9 MB) 2026-01-09T21:24:45,419 Added snowflake-ml-python==1.22.0 from https://files.pythonhosted.org/packages/88/cd/177190e4e5e368733f0dcbade723287846ffda705a8a9d88ba85cf2dfc19/snowflake_ml_python-1.22.0.tar.gz to build tracker '/tmp/pip-build-tracker-rro86875' 2026-01-09T21:24:45,425 Created temporary directory: /tmp/pip-build-env-8wqcpphl 2026-01-09T21:24:45,429 Installing build dependencies: started 2026-01-09T21:24:45,431 Running command pip subprocess to install build dependencies 2026-01-09T21:24:46,603 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-01-09T21:24:47,253 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 2026-01-09T21:24:47,275 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-01-09T21:24:49,003 Collecting setuptools>=61.0 2026-01-09T21:24:49,180 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2026-01-09T21:24:52,219 Installing collected packages: setuptools 2026-01-09T21:24:55,817 Successfully installed setuptools-80.9.0 2026-01-09T21:24:56,083 Installing build dependencies: finished with status 'done' 2026-01-09T21:24:56,090 Getting requirements to build wheel: started 2026-01-09T21:24:56,091 Running command Getting requirements to build wheel 2026-01-09T21:24:56,764 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-01-09T21:24:56,765 !! 2026-01-09T21:24:56,766 ******************************************************************************** 2026-01-09T21:24:56,766 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). 2026-01-09T21:24:56,767 By 2026-Feb-18, you need to update your project and remove deprecated calls 2026-01-09T21:24:56,767 or your builds will no longer be supported. 2026-01-09T21:24:56,769 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:56,769 ******************************************************************************** 2026-01-09T21:24:56,770 !! 2026-01-09T21:24:56,770 corresp(dist, value, root_dir) 2026-01-09T21:24:56,867 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-09T21:24:56,867 !! 2026-01-09T21:24:56,868 ******************************************************************************** 2026-01-09T21:24:56,869 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-09T21:24:56,870 License :: OSI Approved :: Apache Software License 2026-01-09T21:24:56,871 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:56,871 ******************************************************************************** 2026-01-09T21:24:56,873 !! 2026-01-09T21:24:56,873 dist._finalize_license_expression() 2026-01-09T21:24:56,885 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-09T21:24:56,886 !! 2026-01-09T21:24:56,887 ******************************************************************************** 2026-01-09T21:24:56,888 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-09T21:24:56,889 License :: OSI Approved :: Apache Software License 2026-01-09T21:24:56,890 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:56,891 ******************************************************************************** 2026-01-09T21:24:56,892 !! 2026-01-09T21:24:56,893 self._finalize_license_expression() 2026-01-09T21:24:56,893 running egg_info 2026-01-09T21:24:56,901 writing snowflake_ml_python.egg-info/PKG-INFO 2026-01-09T21:24:56,929 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-01-09T21:24:56,950 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-01-09T21:24:56,951 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-01-09T21:24:57,161 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:24:57,187 adding license file 'LICENSE.txt' 2026-01-09T21:24:57,217 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:24:57,315 Getting requirements to build wheel: finished with status 'done' 2026-01-09T21:24:57,319 Created temporary directory: /tmp/pip-modern-metadata-t010ey_b 2026-01-09T21:24:57,321 Preparing metadata (pyproject.toml): started 2026-01-09T21:24:57,322 Running command Preparing metadata (pyproject.toml) 2026-01-09T21:24:57,924 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-01-09T21:24:57,925 !! 2026-01-09T21:24:57,926 ******************************************************************************** 2026-01-09T21:24:57,926 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). 2026-01-09T21:24:57,927 By 2026-Feb-18, you need to update your project and remove deprecated calls 2026-01-09T21:24:57,928 or your builds will no longer be supported. 2026-01-09T21:24:57,929 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:57,929 ******************************************************************************** 2026-01-09T21:24:57,930 !! 2026-01-09T21:24:57,930 corresp(dist, value, root_dir) 2026-01-09T21:24:58,021 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-09T21:24:58,021 !! 2026-01-09T21:24:58,022 ******************************************************************************** 2026-01-09T21:24:58,023 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-09T21:24:58,024 License :: OSI Approved :: Apache Software License 2026-01-09T21:24:58,025 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:58,025 ******************************************************************************** 2026-01-09T21:24:58,026 !! 2026-01-09T21:24:58,027 dist._finalize_license_expression() 2026-01-09T21:24:58,041 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-09T21:24:58,041 !! 2026-01-09T21:24:58,042 ******************************************************************************** 2026-01-09T21:24:58,043 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-09T21:24:58,044 License :: OSI Approved :: Apache Software License 2026-01-09T21:24:58,045 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:58,046 ******************************************************************************** 2026-01-09T21:24:58,047 !! 2026-01-09T21:24:58,048 self._finalize_license_expression() 2026-01-09T21:24:58,049 running dist_info 2026-01-09T21:24:58,061 creating /tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info 2026-01-09T21:24:58,062 writing /tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/PKG-INFO 2026-01-09T21:24:58,092 writing dependency_links to /tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/dependency_links.txt 2026-01-09T21:24:58,111 writing requirements to /tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/requires.txt 2026-01-09T21:24:58,112 writing top-level names to /tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/top_level.txt 2026-01-09T21:24:58,113 writing manifest file '/tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:24:58,293 reading manifest file '/tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:24:58,295 adding license file 'LICENSE.txt' 2026-01-09T21:24:58,318 writing manifest file '/tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:24:58,320 creating '/tmp/pip-modern-metadata-t010ey_b/snowflake_ml_python-1.22.0.dist-info' 2026-01-09T21:24:58,447 Preparing metadata (pyproject.toml): finished with status 'done' 2026-01-09T21:24:58,461 Source in /tmp/pip-wheel-8uzbhodn/snowflake-ml-python_a975174935b340dd8f71728504bc3f1a has version 1.22.0, which satisfies requirement snowflake-ml-python==1.22.0 from https://files.pythonhosted.org/packages/88/cd/177190e4e5e368733f0dcbade723287846ffda705a8a9d88ba85cf2dfc19/snowflake_ml_python-1.22.0.tar.gz 2026-01-09T21:24:58,462 Removed snowflake-ml-python==1.22.0 from https://files.pythonhosted.org/packages/88/cd/177190e4e5e368733f0dcbade723287846ffda705a8a9d88ba85cf2dfc19/snowflake_ml_python-1.22.0.tar.gz from build tracker '/tmp/pip-build-tracker-rro86875' 2026-01-09T21:24:58,485 Created temporary directory: /tmp/pip-unpack-hh8bdzv7 2026-01-09T21:24:58,485 Building wheels for collected packages: snowflake-ml-python 2026-01-09T21:24:58,490 Created temporary directory: /tmp/pip-wheel-9fg9jtzq 2026-01-09T21:24:58,491 Destination directory: /tmp/pip-wheel-9fg9jtzq 2026-01-09T21:24:58,493 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-01-09T21:24:58,494 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-01-09T21:24:59,087 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-01-09T21:24:59,088 !! 2026-01-09T21:24:59,089 ******************************************************************************** 2026-01-09T21:24:59,089 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). 2026-01-09T21:24:59,090 By 2026-Feb-18, you need to update your project and remove deprecated calls 2026-01-09T21:24:59,091 or your builds will no longer be supported. 2026-01-09T21:24:59,092 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:59,092 ******************************************************************************** 2026-01-09T21:24:59,093 !! 2026-01-09T21:24:59,094 corresp(dist, value, root_dir) 2026-01-09T21:24:59,177 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-09T21:24:59,178 !! 2026-01-09T21:24:59,179 ******************************************************************************** 2026-01-09T21:24:59,179 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-09T21:24:59,181 License :: OSI Approved :: Apache Software License 2026-01-09T21:24:59,182 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:59,182 ******************************************************************************** 2026-01-09T21:24:59,184 !! 2026-01-09T21:24:59,184 dist._finalize_license_expression() 2026-01-09T21:24:59,196 /tmp/pip-build-env-8wqcpphl/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-01-09T21:24:59,197 !! 2026-01-09T21:24:59,198 ******************************************************************************** 2026-01-09T21:24:59,198 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-01-09T21:24:59,199 License :: OSI Approved :: Apache Software License 2026-01-09T21:24:59,201 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-01-09T21:24:59,201 ******************************************************************************** 2026-01-09T21:24:59,202 !! 2026-01-09T21:24:59,203 self._finalize_license_expression() 2026-01-09T21:24:59,204 running bdist_wheel 2026-01-09T21:24:59,219 running build 2026-01-09T21:24:59,219 running build_py 2026-01-09T21:24:59,226 creating build/lib/snowflake/ml 2026-01-09T21:24:59,229 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-01-09T21:24:59,231 creating build/lib/snowflake/cortex 2026-01-09T21:24:59,232 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,235 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,237 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,238 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,240 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,242 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,244 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,247 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,249 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,251 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,253 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,255 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-01-09T21:24:59,257 creating build/lib/snowflake/ml/lineage 2026-01-09T21:24:59,259 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-01-09T21:24:59,261 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-01-09T21:24:59,263 creating build/lib/snowflake/ml/model 2026-01-09T21:24:59,264 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,266 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,269 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,271 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,273 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,275 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,277 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,279 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,281 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,284 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,286 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,288 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-01-09T21:24:59,290 creating build/lib/snowflake/ml/monitoring 2026-01-09T21:24:59,291 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-01-09T21:24:59,294 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-01-09T21:24:59,296 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-01-09T21:24:59,299 creating build/lib/snowflake/ml/dataset 2026-01-09T21:24:59,300 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-01-09T21:24:59,302 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-01-09T21:24:59,304 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-01-09T21:24:59,306 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-01-09T21:24:59,309 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-01-09T21:24:59,312 creating build/lib/snowflake/ml/feature_store 2026-01-09T21:24:59,313 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-01-09T21:24:59,315 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-01-09T21:24:59,317 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-01-09T21:24:59,323 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-01-09T21:24:59,325 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-01-09T21:24:59,328 creating build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,329 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,331 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,334 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,336 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,339 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,341 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,342 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,344 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,347 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-01-09T21:24:59,349 creating build/lib/snowflake/ml/jobs 2026-01-09T21:24:59,350 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-01-09T21:24:59,353 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-01-09T21:24:59,354 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-01-09T21:24:59,356 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-01-09T21:24:59,360 creating build/lib/snowflake/ml/utils 2026-01-09T21:24:59,361 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-01-09T21:24:59,363 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-01-09T21:24:59,364 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-01-09T21:24:59,366 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-01-09T21:24:59,369 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-01-09T21:24:59,372 creating build/lib/snowflake/ml/registry 2026-01-09T21:24:59,373 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-01-09T21:24:59,375 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-01-09T21:24:59,378 creating build/lib/snowflake/ml/fileset 2026-01-09T21:24:59,379 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-01-09T21:24:59,381 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-01-09T21:24:59,384 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-01-09T21:24:59,386 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-01-09T21:24:59,389 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-01-09T21:24:59,392 creating build/lib/snowflake/ml/experiment 2026-01-09T21:24:59,393 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-01-09T21:24:59,395 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-01-09T21:24:59,397 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-01-09T21:24:59,399 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-01-09T21:24:59,402 creating build/lib/snowflake/ml/data 2026-01-09T21:24:59,403 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-01-09T21:24:59,405 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-01-09T21:24:59,407 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-01-09T21:24:59,410 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-01-09T21:24:59,411 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-01-09T21:24:59,413 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-01-09T21:24:59,416 creating build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,417 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,419 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,421 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,424 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,426 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,428 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,430 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,432 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,435 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,438 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-01-09T21:24:59,440 creating build/lib/snowflake/ml/model/_model_composer 2026-01-09T21:24:59,441 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-01-09T21:24:59,444 creating build/lib/snowflake/ml/model/models 2026-01-09T21:24:59,446 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-01-09T21:24:59,449 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-01-09T21:24:59,452 creating build/lib/snowflake/ml/model/_packager 2026-01-09T21:24:59,454 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-01-09T21:24:59,456 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-01-09T21:24:59,459 creating build/lib/snowflake/ml/model/_client/ops 2026-01-09T21:24:59,461 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-09T21:24:59,465 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-09T21:24:59,468 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-09T21:24:59,471 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-01-09T21:24:59,473 creating build/lib/snowflake/ml/model/_client/model 2026-01-09T21:24:59,474 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-01-09T21:24:59,477 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-01-09T21:24:59,479 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-01-09T21:24:59,482 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-01-09T21:24:59,487 creating build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,488 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,491 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,494 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,496 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,499 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,502 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-01-09T21:24:59,505 creating build/lib/snowflake/ml/model/_client/service 2026-01-09T21:24:59,506 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-01-09T21:24:59,509 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-01-09T21:24:59,512 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-01-09T21:24:59,514 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-01-09T21:24:59,516 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-01-09T21:24:59,519 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-01-09T21:24:59,521 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-01-09T21:24:59,522 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-01-09T21:24:59,525 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:24:59,527 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:24:59,530 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:24:59,532 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:24:59,534 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:24:59,537 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:24:59,538 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:24:59,541 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:24:59,543 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:24:59,545 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:24:59,548 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:24:59,550 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-01-09T21:24:59,552 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-01-09T21:24:59,554 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-01-09T21:24:59,556 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-01-09T21:24:59,560 creating build/lib/snowflake/ml/model/_packager/model_task 2026-01-09T21:24:59,561 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-01-09T21:24:59,564 creating build/lib/snowflake/ml/model/_packager/model_env 2026-01-09T21:24:59,566 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-01-09T21:24:59,569 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-01-09T21:24:59,571 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-01-09T21:24:59,573 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-01-09T21:24:59,576 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-09T21:24:59,577 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-09T21:24:59,580 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-09T21:24:59,582 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-01-09T21:24:59,585 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,586 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,589 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,593 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,596 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,599 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,602 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,604 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,607 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,610 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,612 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,615 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,618 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,621 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,624 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,626 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,629 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:24:59,632 creating build/lib/snowflake/ml/monitoring/_client 2026-01-09T21:24:59,634 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-01-09T21:24:59,637 creating build/lib/snowflake/ml/monitoring/entities 2026-01-09T21:24:59,639 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-01-09T21:24:59,642 creating build/lib/snowflake/ml/monitoring/_manager 2026-01-09T21:24:59,643 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-01-09T21:24:59,647 creating build/lib/snowflake/ml/feature_store/examples 2026-01-09T21:24:59,648 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-01-09T21:24:59,652 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-09T21:24:59,653 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-09T21:24:59,656 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-09T21:24:59,657 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-09T21:24:59,660 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-01-09T21:24:59,661 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-01-09T21:24:59,664 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-09T21:24:59,665 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-09T21:24:59,668 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-01-09T21:24:59,670 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 2026-01-09T21:24:59,672 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 2026-01-09T21:24:59,675 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-01-09T21:24:59,676 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 2026-01-09T21:24:59,678 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 2026-01-09T21:24:59,681 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-01-09T21:24:59,683 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-01-09T21:24:59,685 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-01-09T21:24:59,688 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-09T21:24:59,689 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-09T21:24:59,691 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-09T21:24:59,694 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-01-09T21:24:59,695 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-09T21:24:59,697 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-09T21:24:59,700 creating build/lib/snowflake/ml/_internal/lineage 2026-01-09T21:24:59,701 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-01-09T21:24:59,703 creating build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,704 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,706 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,708 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,710 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,712 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,713 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,715 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,717 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,719 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-01-09T21:24:59,722 creating build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,723 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,725 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,727 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,729 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,731 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,733 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,735 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,738 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,740 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,742 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,744 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,746 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,748 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,750 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,753 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,755 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,757 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,759 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-01-09T21:24:59,762 creating build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,763 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,765 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,767 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,769 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,771 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,773 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,776 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,777 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,780 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-01-09T21:24:59,782 creating build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,783 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,786 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,788 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,789 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,792 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,794 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,795 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,798 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-01-09T21:24:59,800 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:24:59,801 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:24:59,804 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:24:59,806 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:24:59,808 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:24:59,810 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:24:59,813 creating build/lib/snowflake/ml/registry/_manager 2026-01-09T21:24:59,814 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-01-09T21:24:59,817 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-01-09T21:24:59,820 creating build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,822 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,826 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,830 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,831 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,835 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,838 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,841 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,845 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,848 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,852 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,855 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,858 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,861 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,865 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-01-09T21:24:59,868 creating build/lib/snowflake/ml/modeling/neural_network 2026-01-09T21:24:59,869 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-09T21:24:59,871 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-09T21:24:59,875 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-09T21:24:59,878 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-01-09T21:24:59,882 creating build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,883 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,885 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,888 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,893 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,896 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,900 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,905 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,909 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,913 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-01-09T21:24:59,917 creating build/lib/snowflake/ml/modeling/multiclass 2026-01-09T21:24:59,919 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-09T21:24:59,923 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-09T21:24:59,925 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-09T21:24:59,929 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-01-09T21:24:59,934 creating build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,935 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,937 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,942 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,945 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,949 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,952 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,955 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-01-09T21:24:59,959 creating build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,960 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,963 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,966 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,969 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,971 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,974 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,977 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,980 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,982 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,987 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,990 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,993 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-01-09T21:24:59,996 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:24:59,997 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:24:59,999 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:25:00,003 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:25:00,006 creating build/lib/snowflake/ml/modeling/lightgbm 2026-01-09T21:25:00,007 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-01-09T21:25:00,009 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-01-09T21:25:00,012 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-01-09T21:25:00,016 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,017 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,021 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,022 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,025 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,029 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,032 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:00,035 creating build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,037 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,039 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,041 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,043 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,046 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,048 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-01-09T21:25:00,051 creating build/lib/snowflake/ml/modeling/tree 2026-01-09T21:25:00,052 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-01-09T21:25:00,053 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-01-09T21:25:00,056 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-01-09T21:25:00,060 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-01-09T21:25:00,063 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-01-09T21:25:00,067 creating build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,068 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,071 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,073 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,077 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,081 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,084 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,088 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-01-09T21:25:00,092 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-01-09T21:25:00,094 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-01-09T21:25:00,096 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-01-09T21:25:00,100 creating build/lib/snowflake/ml/modeling/parameters 2026-01-09T21:25:00,101 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-01-09T21:25:00,104 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-01-09T21:25:00,106 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-01-09T21:25:00,108 creating build/lib/snowflake/ml/modeling/compose 2026-01-09T21:25:00,109 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-01-09T21:25:00,113 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-01-09T21:25:00,115 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-01-09T21:25:00,120 creating build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,121 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,125 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,128 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,132 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,136 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,140 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,144 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,148 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,150 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,154 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,157 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,161 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,165 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,168 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,173 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,176 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,181 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,186 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,190 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,193 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,197 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,201 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,205 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,209 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,212 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,216 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,220 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,224 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,228 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,232 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,235 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,239 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,243 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,246 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,249 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,252 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-01-09T21:25:00,256 creating build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,257 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,261 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,265 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,267 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,270 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,273 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,277 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,280 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,283 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,287 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,290 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,294 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,297 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,301 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,304 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,308 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,311 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-01-09T21:25:00,315 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:00,316 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:00,318 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:00,321 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:00,325 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:00,326 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:00,330 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:00,332 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:00,336 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,337 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,340 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,342 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,345 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,350 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,353 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:00,357 creating build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,358 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,361 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,364 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,366 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,368 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,371 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,376 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,380 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,383 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,386 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-01-09T21:25:00,390 creating build/lib/snowflake/ml/modeling/xgboost 2026-01-09T21:25:00,391 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-09T21:25:00,395 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-09T21:25:00,398 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-09T21:25:00,400 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-09T21:25:00,403 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-01-09T21:25:00,407 creating build/lib/snowflake/ml/modeling/framework 2026-01-09T21:25:00,408 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-01-09T21:25:00,411 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-01-09T21:25:00,414 creating build/lib/snowflake/ml/modeling/impute 2026-01-09T21:25:00,415 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-01-09T21:25:00,418 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-01-09T21:25:00,420 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-01-09T21:25:00,424 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-01-09T21:25:00,428 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-01-09T21:25:00,431 creating build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,432 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,437 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,442 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,446 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,448 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,451 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,454 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,458 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,461 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,464 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,468 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-01-09T21:25:00,472 creating build/lib/snowflake/ml/modeling/pipeline 2026-01-09T21:25:00,473 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-01-09T21:25:00,475 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-01-09T21:25:00,478 creating build/lib/snowflake/ml/modeling/model_selection 2026-01-09T21:25:00,479 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-01-09T21:25:00,483 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-01-09T21:25:00,485 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-01-09T21:25:00,488 creating build/lib/snowflake/ml/modeling/calibration 2026-01-09T21:25:00,489 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-01-09T21:25:00,493 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-01-09T21:25:00,495 creating build/lib/snowflake/ml/modeling/manifold 2026-01-09T21:25:00,496 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-09T21:25:00,500 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-09T21:25:00,501 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-09T21:25:00,505 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-09T21:25:00,508 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-01-09T21:25:00,513 creating build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,514 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,517 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,520 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,522 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,525 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,529 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,532 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,535 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,538 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-01-09T21:25:00,542 creating build/lib/snowflake/ml/modeling/mixture 2026-01-09T21:25:00,543 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-01-09T21:25:00,545 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-01-09T21:25:00,548 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-01-09T21:25:00,552 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:00,553 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:00,556 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:00,558 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:00,561 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:00,564 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:00,567 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-01-09T21:25:00,568 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-01-09T21:25:00,570 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-01-09T21:25:00,573 creating build/lib/snowflake/ml/experiment/_client 2026-01-09T21:25:00,574 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-01-09T21:25:00,577 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-01-09T21:25:00,579 creating build/lib/snowflake/ml/experiment/_entities 2026-01-09T21:25:00,580 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-09T21:25:00,582 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-09T21:25:00,584 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-09T21:25:00,586 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-01-09T21:25:00,589 creating build/lib/snowflake/ml/experiment/callback 2026-01-09T21:25:00,590 copying snowflake/ml/experiment/callback/__init__.py -> build/lib/snowflake/ml/experiment/callback 2026-01-09T21:25:00,591 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-01-09T21:25:00,594 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-01-09T21:25:00,596 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-01-09T21:25:00,599 creating build/lib/snowflake/ml/data/_internal 2026-01-09T21:25:00,600 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-01-09T21:25:00,603 running egg_info 2026-01-09T21:25:00,615 writing snowflake_ml_python.egg-info/PKG-INFO 2026-01-09T21:25:00,642 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-01-09T21:25:00,661 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-01-09T21:25:00,662 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-01-09T21:25:00,850 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:25:00,876 adding license file 'LICENSE.txt' 2026-01-09T21:25:00,904 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-01-09T21:25:01,052 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:25:01,054 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:25:01,057 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:25:01,074 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-01-09T21:25:01,075 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-01-09T21:25:01,077 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-01-09T21:25:01,080 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,081 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,083 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,085 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,087 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,089 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,091 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-09T21:25:01,094 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-09T21:25:01,096 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-01-09T21:25:01,099 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-09T21:25:01,105 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,107 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,128 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,131 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,280 installing to build/bdist.linux-armv7l/wheel 2026-01-09T21:25:01,280 running install 2026-01-09T21:25:01,304 running install_lib 2026-01-09T21:25:01,310 creating build/bdist.linux-armv7l/wheel 2026-01-09T21:25:01,312 creating build/bdist.linux-armv7l/wheel/snowflake 2026-01-09T21:25:01,314 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-01-09T21:25:01,315 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-01-09T21:25:01,316 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-01-09T21:25:01,319 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-01-09T21:25:01,321 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-01-09T21:25:01,322 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,325 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,328 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-01-09T21:25:01,329 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,331 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,333 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,336 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,338 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,340 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,342 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,344 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,346 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,349 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-01-09T21:25:01,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-01-09T21:25:01,353 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-01-09T21:25:01,354 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-09T21:25:01,357 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-09T21:25:01,360 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-09T21:25:01,363 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-01-09T21:25:01,365 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-01-09T21:25:01,366 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-09T21:25:01,369 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-09T21:25:01,371 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-09T21:25:01,373 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-01-09T21:25:01,377 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-01-09T21:25:01,378 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-09T21:25:01,380 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-09T21:25:01,382 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-09T21:25:01,384 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-09T21:25:01,386 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-09T21:25:01,389 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-01-09T21:25:01,392 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-01-09T21:25:01,393 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-01-09T21:25:01,394 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-01-09T21:25:01,397 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-01-09T21:25:01,399 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,401 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,402 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,405 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-01-09T21:25:01,406 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-01-09T21:25:01,407 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 2026-01-09T21:25:01,410 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 2026-01-09T21:25:01,412 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-01-09T21:25:01,413 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 2026-01-09T21:25:01,415 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-01-09T21:25:01,418 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-01-09T21:25:01,419 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 2026-01-09T21:25:01,421 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 2026-01-09T21:25:01,423 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-01-09T21:25:01,425 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 2026-01-09T21:25:01,427 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-01-09T21:25:01,428 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 2026-01-09T21:25:01,430 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 2026-01-09T21:25:01,432 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,435 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,438 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,439 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,442 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,444 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,445 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-01-09T21:25:01,448 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-01-09T21:25:01,449 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-01-09T21:25:01,451 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-01-09T21:25:01,454 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-01-09T21:25:01,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-01-09T21:25:01,457 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 2026-01-09T21:25:01,459 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 2026-01-09T21:25:01,460 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 2026-01-09T21:25:01,462 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 2026-01-09T21:25:01,464 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 2026-01-09T21:25:01,466 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-01-09T21:25:01,467 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-01-09T21:25:01,469 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-01-09T21:25:01,471 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-01-09T21:25:01,475 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-01-09T21:25:01,477 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-01-09T21:25:01,478 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-01-09T21:25:01,481 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-01-09T21:25:01,483 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-01-09T21:25:01,486 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-01-09T21:25:01,487 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 2026-01-09T21:25:01,489 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-01-09T21:25:01,492 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-01-09T21:25:01,493 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 2026-01-09T21:25:01,495 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 2026-01-09T21:25:01,497 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 2026-01-09T21:25:01,499 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,500 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,503 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,506 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,509 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,511 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,514 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,516 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,519 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,521 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,524 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,526 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,529 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,531 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,534 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,537 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,539 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-01-09T21:25:01,542 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-01-09T21:25:01,544 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-01-09T21:25:01,545 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-01-09T21:25:01,548 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-01-09T21:25:01,549 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-01-09T21:25:01,553 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-01-09T21:25:01,554 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-01-09T21:25:01,556 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-01-09T21:25:01,558 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-01-09T21:25:01,561 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-01-09T21:25:01,562 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-01-09T21:25:01,564 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-01-09T21:25:01,565 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-01-09T21:25:01,568 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-01-09T21:25:01,570 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-01-09T21:25:01,571 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-09T21:25:01,573 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-09T21:25:01,575 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-09T21:25:01,577 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-09T21:25:01,580 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-01-09T21:25:01,582 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-01-09T21:25:01,584 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-09T21:25:01,586 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-09T21:25:01,588 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-09T21:25:01,595 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-01-09T21:25:01,597 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,598 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-01-09T21:25:01,600 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 2026-01-09T21:25:01,602 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 2026-01-09T21:25:01,604 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 2026-01-09T21:25:01,606 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 2026-01-09T21:25:01,609 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-01-09T21:25:01,611 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 2026-01-09T21:25:01,613 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 2026-01-09T21:25:01,615 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-01-09T21:25:01,616 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 2026-01-09T21:25:01,618 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 2026-01-09T21:25:01,621 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-01-09T21:25:01,622 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 2026-01-09T21:25:01,624 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 2026-01-09T21:25:01,626 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-01-09T21:25:01,627 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 2026-01-09T21:25:01,629 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 2026-01-09T21:25:01,631 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-01-09T21:25:01,632 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-01-09T21:25:01,634 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-01-09T21:25:01,636 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-01-09T21:25:01,637 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 2026-01-09T21:25:01,639 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 2026-01-09T21:25:01,642 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-01-09T21:25:01,643 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 2026-01-09T21:25:01,645 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 2026-01-09T21:25:01,647 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-01-09T21:25:01,648 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 2026-01-09T21:25:01,650 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 2026-01-09T21:25:01,652 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-01-09T21:25:01,654 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-09T21:25:01,656 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-01-09T21:25:01,659 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-01-09T21:25:01,661 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,662 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,664 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,666 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,668 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-01-09T21:25:01,670 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-01-09T21:25:01,671 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-01-09T21:25:01,673 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,675 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,677 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,678 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,680 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,682 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,684 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,686 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,687 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,689 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,691 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,692 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-01-09T21:25:01,695 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,698 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,701 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,703 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-01-09T21:25:01,704 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,706 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,708 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,710 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,712 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,714 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,717 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,719 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,721 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,723 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,724 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,726 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,728 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,731 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,733 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,735 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,737 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,739 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-01-09T21:25:01,742 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,744 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,745 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,748 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-01-09T21:25:01,750 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-01-09T21:25:01,752 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-01-09T21:25:01,753 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,755 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,757 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,759 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,760 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,764 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,765 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,767 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,770 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,772 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,774 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,775 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,778 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-01-09T21:25:01,781 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,784 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,786 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,789 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-01-09T21:25:01,791 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-09T21:25:01,794 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-09T21:25:01,796 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-09T21:25:01,799 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-01-09T21:25:01,803 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-01-09T21:25:01,804 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,807 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,809 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,811 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,813 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,815 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,817 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,819 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-01-09T21:25:01,822 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-01-09T21:25:01,823 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-09T21:25:01,825 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-09T21:25:01,826 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-09T21:25:01,828 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-09T21:25:01,830 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-01-09T21:25:01,833 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-01-09T21:25:01,834 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-01-09T21:25:01,836 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-01-09T21:25:01,837 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-01-09T21:25:01,841 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-01-09T21:25:01,843 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-01-09T21:25:01,846 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-01-09T21:25:01,849 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-01-09T21:25:01,850 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-09T21:25:01,852 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-09T21:25:01,854 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-09T21:25:01,857 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-09T21:25:01,859 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-01-09T21:25:01,862 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-01-09T21:25:01,864 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-01-09T21:25:01,865 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,868 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,872 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,874 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,877 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,880 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,884 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,887 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,890 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,893 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,897 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,900 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,905 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,908 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-01-09T21:25:01,912 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-01-09T21:25:01,913 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-09T21:25:01,915 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-09T21:25:01,918 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-09T21:25:01,922 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-01-09T21:25:01,926 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,927 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,930 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,933 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,937 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,941 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,945 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,948 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,951 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,955 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-01-09T21:25:01,958 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-01-09T21:25:01,960 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-09T21:25:01,963 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-09T21:25:01,965 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-09T21:25:01,969 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-01-09T21:25:01,973 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-01-09T21:25:01,975 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,977 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,981 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,984 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,987 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,990 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,993 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-01-09T21:25:01,996 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-01-09T21:25:01,997 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,000 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,002 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,005 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,008 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,010 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,013 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,015 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,018 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,023 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,027 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,030 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-01-09T21:25:02,034 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:25:02,035 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:25:02,038 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:25:02,042 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-01-09T21:25:02,046 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-01-09T21:25:02,047 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-01-09T21:25:02,050 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-01-09T21:25:02,053 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-01-09T21:25:02,057 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,058 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,062 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,063 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,066 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,069 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,072 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-01-09T21:25:02,076 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-01-09T21:25:02,078 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:02,079 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:02,083 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:02,086 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-01-09T21:25:02,089 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 2026-01-09T21:25:02,091 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 2026-01-09T21:25:02,094 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-09T21:25:02,096 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-01-09T21:25:02,097 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-01-09T21:25:02,100 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-01-09T21:25:02,102 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-09T21:25:02,105 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-09T21:25:02,107 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-09T21:25:02,109 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-09T21:25:02,112 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-01-09T21:25:02,114 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-01-09T21:25:02,115 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-09T21:25:02,116 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-09T21:25:02,120 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-09T21:25:02,122 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-09T21:25:02,125 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-01-09T21:25:02,130 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-01-09T21:25:02,131 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,134 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,136 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,139 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,142 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,146 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,149 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-01-09T21:25:02,153 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-01-09T21:25:02,154 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-01-09T21:25:02,156 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-01-09T21:25:02,160 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-01-09T21:25:02,161 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-01-09T21:25:02,162 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-01-09T21:25:02,164 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-01-09T21:25:02,166 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-01-09T21:25:02,167 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-01-09T21:25:02,172 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-01-09T21:25:02,174 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-01-09T21:25:02,178 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,179 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,182 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,185 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,188 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,191 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,194 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,198 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,201 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,203 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,206 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,210 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,215 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,219 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,224 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,228 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,232 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,237 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,241 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,246 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,250 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,254 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,259 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,263 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,267 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,272 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,276 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,280 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,285 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,289 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,293 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,297 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,302 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,307 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,310 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,314 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,317 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-01-09T21:25:02,321 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,322 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,326 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,330 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,331 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,335 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,338 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,342 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,345 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,349 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,352 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,355 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,359 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,362 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,365 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,368 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,372 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,375 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-01-09T21:25:02,379 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:02,380 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:02,382 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:02,385 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-01-09T21:25:02,389 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:02,391 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:02,394 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:02,396 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-01-09T21:25:02,400 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,401 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,405 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,407 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,412 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,416 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,420 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-01-09T21:25:02,424 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,426 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,430 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,434 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,436 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,440 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,444 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,448 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,452 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,457 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,462 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-01-09T21:25:02,467 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-01-09T21:25:02,468 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-09T21:25:02,471 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-09T21:25:02,475 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-09T21:25:02,477 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-09T21:25:02,480 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-01-09T21:25:02,484 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-01-09T21:25:02,485 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-01-09T21:25:02,488 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-01-09T21:25:02,491 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-01-09T21:25:02,492 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-09T21:25:02,495 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-09T21:25:02,496 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-09T21:25:02,500 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-09T21:25:02,503 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-01-09T21:25:02,507 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,508 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,512 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,515 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,518 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,520 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,523 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,526 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,530 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,533 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,536 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,539 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-01-09T21:25:02,543 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-01-09T21:25:02,544 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-01-09T21:25:02,546 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-01-09T21:25:02,549 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-01-09T21:25:02,550 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-01-09T21:25:02,553 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-01-09T21:25:02,555 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-01-09T21:25:02,558 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-01-09T21:25:02,559 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-01-09T21:25:02,562 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-01-09T21:25:02,564 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-01-09T21:25:02,565 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-09T21:25:02,568 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-09T21:25:02,570 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-09T21:25:02,573 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-09T21:25:02,577 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-01-09T21:25:02,581 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-01-09T21:25:02,582 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,585 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,588 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,590 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,593 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,596 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,599 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,602 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,605 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-01-09T21:25:02,609 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-01-09T21:25:02,610 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-01-09T21:25:02,612 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-01-09T21:25:02,615 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-01-09T21:25:02,619 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-01-09T21:25:02,621 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-01-09T21:25:02,622 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-01-09T21:25:02,624 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-01-09T21:25:02,626 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-01-09T21:25:02,628 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-09T21:25:02,629 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-09T21:25:02,631 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-09T21:25:02,633 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-01-09T21:25:02,635 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-09T21:25:02,637 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-01-09T21:25:02,638 copying build/lib/snowflake/ml/experiment/callback/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-09T21:25:02,640 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-09T21:25:02,642 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-09T21:25:02,644 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-01-09T21:25:02,647 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-09T21:25:02,649 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-09T21:25:02,651 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-01-09T21:25:02,655 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-01-09T21:25:02,656 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-09T21:25:02,659 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-09T21:25:02,661 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-09T21:25:02,663 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-09T21:25:02,665 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-01-09T21:25:02,666 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-01-09T21:25:02,669 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-09T21:25:02,671 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-01-09T21:25:02,674 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-01-09T21:25:02,675 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,677 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,679 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,681 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,683 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,685 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,687 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,690 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,692 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,695 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,697 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,699 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-01-09T21:25:02,701 running install_egg_info 2026-01-09T21:25:02,707 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.22.0-py3.11.egg-info 2026-01-09T21:25:02,720 running install_scripts 2026-01-09T21:25:02,731 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.22.0.dist-info/WHEEL 2026-01-09T21:25:02,734 creating '/tmp/pip-wheel-9fg9jtzq/.tmp-f4ick530/snowflake_ml_python-1.22.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-01-09T21:25:02,737 adding 'snowflake/cortex/__init__.py' 2026-01-09T21:25:02,738 adding 'snowflake/cortex/_classify_text.py' 2026-01-09T21:25:02,741 adding 'snowflake/cortex/_complete.py' 2026-01-09T21:25:02,742 adding 'snowflake/cortex/_embed_text_1024.py' 2026-01-09T21:25:02,744 adding 'snowflake/cortex/_embed_text_768.py' 2026-01-09T21:25:02,745 adding 'snowflake/cortex/_extract_answer.py' 2026-01-09T21:25:02,747 adding 'snowflake/cortex/_finetune.py' 2026-01-09T21:25:02,748 adding 'snowflake/cortex/_sentiment.py' 2026-01-09T21:25:02,750 adding 'snowflake/cortex/_sse_client.py' 2026-01-09T21:25:02,751 adding 'snowflake/cortex/_summarize.py' 2026-01-09T21:25:02,752 adding 'snowflake/cortex/_translate.py' 2026-01-09T21:25:02,754 adding 'snowflake/cortex/_util.py' 2026-01-09T21:25:02,755 adding 'snowflake/ml/version.py' 2026-01-09T21:25:02,757 adding 'snowflake/ml/_internal/env.py' 2026-01-09T21:25:02,761 adding 'snowflake/ml/_internal/env_utils.py' 2026-01-09T21:25:02,764 adding 'snowflake/ml/_internal/file_utils.py' 2026-01-09T21:25:02,765 adding 'snowflake/ml/_internal/init_utils.py' 2026-01-09T21:25:02,766 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-01-09T21:25:02,768 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-01-09T21:25:02,769 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-01-09T21:25:02,773 adding 'snowflake/ml/_internal/telemetry.py' 2026-01-09T21:25:02,774 adding 'snowflake/ml/_internal/type_utils.py' 2026-01-09T21:25:02,776 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-01-09T21:25:02,777 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-01-09T21:25:02,778 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-01-09T21:25:02,779 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-01-09T21:25:02,780 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-01-09T21:25:02,781 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-01-09T21:25:02,782 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-01-09T21:25:02,784 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-01-09T21:25:02,785 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-01-09T21:25:02,786 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-01-09T21:25:02,788 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-01-09T21:25:02,789 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-01-09T21:25:02,790 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-01-09T21:25:02,792 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-01-09T21:25:02,794 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-01-09T21:25:02,795 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-01-09T21:25:02,797 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-01-09T21:25:02,799 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-01-09T21:25:02,800 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-01-09T21:25:02,802 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-01-09T21:25:02,803 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-01-09T21:25:02,804 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-01-09T21:25:02,806 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-01-09T21:25:02,808 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-01-09T21:25:02,809 adding 'snowflake/ml/_internal/utils/result.py' 2026-01-09T21:25:02,811 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-01-09T21:25:02,812 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-01-09T21:25:02,814 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-01-09T21:25:02,815 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-01-09T21:25:02,816 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-01-09T21:25:02,818 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-01-09T21:25:02,819 adding 'snowflake/ml/_internal/utils/url.py' 2026-01-09T21:25:02,821 adding 'snowflake/ml/data/__init__.py' 2026-01-09T21:25:02,823 adding 'snowflake/ml/data/data_connector.py' 2026-01-09T21:25:02,824 adding 'snowflake/ml/data/data_ingestor.py' 2026-01-09T21:25:02,825 adding 'snowflake/ml/data/data_source.py' 2026-01-09T21:25:02,827 adding 'snowflake/ml/data/ingestor_utils.py' 2026-01-09T21:25:02,828 adding 'snowflake/ml/data/torch_utils.py' 2026-01-09T21:25:02,831 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-01-09T21:25:02,833 adding 'snowflake/ml/dataset/__init__.py' 2026-01-09T21:25:02,835 adding 'snowflake/ml/dataset/dataset.py' 2026-01-09T21:25:02,837 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-01-09T21:25:02,838 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-01-09T21:25:02,839 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-01-09T21:25:02,857 adding 'snowflake/ml/experiment/__init__.py' 2026-01-09T21:25:02,858 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-01-09T21:25:02,861 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-01-09T21:25:02,862 adding 'snowflake/ml/experiment/utils.py' 2026-01-09T21:25:02,863 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-01-09T21:25:02,865 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-01-09T21:25:02,866 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-01-09T21:25:02,868 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-01-09T21:25:02,869 adding 'snowflake/ml/experiment/_entities/run.py' 2026-01-09T21:25:02,870 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-01-09T21:25:02,871 adding 'snowflake/ml/experiment/callback/__init__.py' 2026-01-09T21:25:02,873 adding 'snowflake/ml/experiment/callback/keras.py' 2026-01-09T21:25:02,874 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-01-09T21:25:02,875 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-01-09T21:25:02,877 adding 'snowflake/ml/feature_store/__init__.py' 2026-01-09T21:25:02,879 adding 'snowflake/ml/feature_store/access_manager.py' 2026-01-09T21:25:02,881 adding 'snowflake/ml/feature_store/entity.py' 2026-01-09T21:25:02,896 adding 'snowflake/ml/feature_store/feature_store.py' 2026-01-09T21:25:02,902 adding 'snowflake/ml/feature_store/feature_view.py' 2026-01-09T21:25:02,905 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-01-09T21:25:02,906 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-01-09T21:25:02,908 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-01-09T21:25:02,909 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-01-09T21:25:02,911 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-01-09T21:25:02,912 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-01-09T21:25:02,914 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-01-09T21:25:02,915 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-01-09T21:25:02,917 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-01-09T21:25:02,918 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-01-09T21:25:02,919 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-01-09T21:25:02,921 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-01-09T21:25:02,922 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-01-09T21:25:02,924 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-01-09T21:25:02,925 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-01-09T21:25:02,927 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-01-09T21:25:02,928 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-01-09T21:25:02,929 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-01-09T21:25:02,931 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-01-09T21:25:02,932 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-01-09T21:25:02,934 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-01-09T21:25:02,935 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-01-09T21:25:02,937 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-01-09T21:25:02,940 adding 'snowflake/ml/fileset/fileset.py' 2026-01-09T21:25:02,943 adding 'snowflake/ml/fileset/sfcfs.py' 2026-01-09T21:25:02,944 adding 'snowflake/ml/fileset/snowfs.py' 2026-01-09T21:25:02,947 adding 'snowflake/ml/fileset/stage_fs.py' 2026-01-09T21:25:02,949 adding 'snowflake/ml/jobs/__init__.py' 2026-01-09T21:25:02,950 adding 'snowflake/ml/jobs/decorators.py' 2026-01-09T21:25:02,953 adding 'snowflake/ml/jobs/job.py' 2026-01-09T21:25:02,956 adding 'snowflake/ml/jobs/manager.py' 2026-01-09T21:25:02,958 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-01-09T21:25:02,959 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-01-09T21:25:02,960 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-01-09T21:25:02,962 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-01-09T21:25:02,964 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-01-09T21:25:02,966 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-01-09T21:25:02,968 adding 'snowflake/ml/jobs/_interop/results.py' 2026-01-09T21:25:02,969 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-01-09T21:25:02,971 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-01-09T21:25:02,972 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-01-09T21:25:02,973 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-01-09T21:25:02,975 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2026-01-09T21:25:02,979 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-01-09T21:25:02,980 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-01-09T21:25:02,981 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-01-09T21:25:02,983 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-01-09T21:25:02,984 adding 'snowflake/ml/jobs/_utils/types.py' 2026-01-09T21:25:02,986 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-01-09T21:25:02,988 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-01-09T21:25:02,990 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-01-09T21:25:02,992 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-01-09T21:25:02,993 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-01-09T21:25:02,995 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-01-09T21:25:02,996 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-01-09T21:25:02,998 adding 'snowflake/ml/lineage/__init__.py' 2026-01-09T21:25:03,000 adding 'snowflake/ml/lineage/lineage_node.py' 2026-01-09T21:25:03,002 adding 'snowflake/ml/model/__init__.py' 2026-01-09T21:25:03,003 adding 'snowflake/ml/model/code_path.py' 2026-01-09T21:25:03,004 adding 'snowflake/ml/model/compute_pool.py' 2026-01-09T21:25:03,006 adding 'snowflake/ml/model/custom_model.py' 2026-01-09T21:25:03,008 adding 'snowflake/ml/model/event_handler.py' 2026-01-09T21:25:03,009 adding 'snowflake/ml/model/inference_engine.py' 2026-01-09T21:25:03,012 adding 'snowflake/ml/model/model_signature.py' 2026-01-09T21:25:03,014 adding 'snowflake/ml/model/openai_signatures.py' 2026-01-09T21:25:03,015 adding 'snowflake/ml/model/target_platform.py' 2026-01-09T21:25:03,016 adding 'snowflake/ml/model/task.py' 2026-01-09T21:25:03,018 adding 'snowflake/ml/model/type_hints.py' 2026-01-09T21:25:03,019 adding 'snowflake/ml/model/volatility.py' 2026-01-09T21:25:03,022 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-01-09T21:25:03,023 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-01-09T21:25:03,025 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-01-09T21:25:03,031 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-01-09T21:25:03,033 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-01-09T21:25:03,035 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-01-09T21:25:03,039 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-01-09T21:25:03,044 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-01-09T21:25:03,046 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-01-09T21:25:03,048 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-01-09T21:25:03,050 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-01-09T21:25:03,051 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-01-09T21:25:03,053 adding 'snowflake/ml/model/_client/sql/model.py' 2026-01-09T21:25:03,055 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-01-09T21:25:03,057 adding 'snowflake/ml/model/_client/sql/service.py' 2026-01-09T21:25:03,058 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-01-09T21:25:03,059 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-01-09T21:25:03,061 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-01-09T21:25:03,064 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-01-09T21:25:03,065 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-01-09T21:25:03,066 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-01-09T21:25:03,068 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-01-09T21:25:03,069 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-01-09T21:25:03,070 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-01-09T21:25:03,072 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-01-09T21:25:03,073 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-01-09T21:25:03,075 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-01-09T21:25:03,076 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-01-09T21:25:03,078 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-01-09T21:25:03,080 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-01-09T21:25:03,082 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-01-09T21:25:03,085 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-01-09T21:25:03,087 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-01-09T21:25:03,089 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-01-09T21:25:03,091 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-01-09T21:25:03,095 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-01-09T21:25:03,097 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-01-09T21:25:03,099 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-01-09T21:25:03,101 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-01-09T21:25:03,104 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-01-09T21:25:03,106 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-01-09T21:25:03,108 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-01-09T21:25:03,110 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-01-09T21:25:03,112 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-01-09T21:25:03,114 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-01-09T21:25:03,116 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-01-09T21:25:03,118 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-01-09T21:25:03,120 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-01-09T21:25:03,121 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-01-09T21:25:03,123 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-01-09T21:25:03,124 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-01-09T21:25:03,125 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-01-09T21:25:03,127 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-01-09T21:25:03,130 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-01-09T21:25:03,131 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-01-09T21:25:03,133 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-01-09T21:25:03,134 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-01-09T21:25:03,135 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-01-09T21:25:03,137 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-01-09T21:25:03,138 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-01-09T21:25:03,140 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-01-09T21:25:03,142 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-01-09T21:25:03,143 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-01-09T21:25:03,147 adding 'snowflake/ml/model/_signatures/core.py' 2026-01-09T21:25:03,148 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-01-09T21:25:03,150 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-01-09T21:25:03,152 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-01-09T21:25:03,153 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-01-09T21:25:03,155 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-01-09T21:25:03,156 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-01-09T21:25:03,158 adding 'snowflake/ml/model/_signatures/utils.py' 2026-01-09T21:25:03,160 adding 'snowflake/ml/model/models/huggingface.py' 2026-01-09T21:25:03,163 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-01-09T21:25:03,166 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-01-09T21:25:03,168 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-01-09T21:25:03,169 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-01-09T21:25:03,170 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-01-09T21:25:03,171 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-01-09T21:25:03,173 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-01-09T21:25:03,175 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-01-09T21:25:03,177 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-01-09T21:25:03,182 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-01-09T21:25:03,184 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-01-09T21:25:03,186 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-01-09T21:25:03,189 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-01-09T21:25:03,192 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-01-09T21:25:03,194 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-01-09T21:25:03,198 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-01-09T21:25:03,200 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-01-09T21:25:03,205 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-01-09T21:25:03,210 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-01-09T21:25:03,214 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-01-09T21:25:03,219 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-01-09T21:25:03,224 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-01-09T21:25:03,229 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-01-09T21:25:03,234 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-01-09T21:25:03,239 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-01-09T21:25:03,244 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-01-09T21:25:03,249 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-01-09T21:25:03,254 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-01-09T21:25:03,259 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-01-09T21:25:03,264 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-01-09T21:25:03,265 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-01-09T21:25:03,270 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-01-09T21:25:03,275 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-01-09T21:25:03,277 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-01-09T21:25:03,281 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-01-09T21:25:03,285 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-01-09T21:25:03,290 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-01-09T21:25:03,295 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-01-09T21:25:03,300 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-01-09T21:25:03,304 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-01-09T21:25:03,309 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-01-09T21:25:03,313 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-01-09T21:25:03,315 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-01-09T21:25:03,320 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-01-09T21:25:03,325 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-01-09T21:25:03,330 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-01-09T21:25:03,334 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-01-09T21:25:03,339 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-01-09T21:25:03,345 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-01-09T21:25:03,350 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-01-09T21:25:03,355 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-01-09T21:25:03,360 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-01-09T21:25:03,364 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-01-09T21:25:03,366 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-01-09T21:25:03,371 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-01-09T21:25:03,375 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-01-09T21:25:03,378 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-01-09T21:25:03,382 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-01-09T21:25:03,387 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-01-09T21:25:03,391 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-01-09T21:25:03,396 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-01-09T21:25:03,401 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-01-09T21:25:03,407 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-01-09T21:25:03,412 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-01-09T21:25:03,418 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-01-09T21:25:03,423 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-01-09T21:25:03,429 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-01-09T21:25:03,434 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-01-09T21:25:03,439 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-01-09T21:25:03,444 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-01-09T21:25:03,449 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-01-09T21:25:03,454 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-01-09T21:25:03,458 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-01-09T21:25:03,460 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-01-09T21:25:03,465 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-01-09T21:25:03,469 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-01-09T21:25:03,473 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-01-09T21:25:03,478 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-01-09T21:25:03,482 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-01-09T21:25:03,487 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-01-09T21:25:03,491 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-01-09T21:25:03,496 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-01-09T21:25:03,498 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-01-09T21:25:03,502 adding 'snowflake/ml/modeling/framework/base.py' 2026-01-09T21:25:03,504 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-01-09T21:25:03,508 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-01-09T21:25:03,513 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-01-09T21:25:03,515 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-01-09T21:25:03,520 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-01-09T21:25:03,525 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-01-09T21:25:03,530 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-01-09T21:25:03,533 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-01-09T21:25:03,535 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-01-09T21:25:03,539 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-01-09T21:25:03,543 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-01-09T21:25:03,548 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-01-09T21:25:03,553 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-01-09T21:25:03,557 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-01-09T21:25:03,559 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-01-09T21:25:03,563 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-01-09T21:25:03,565 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-01-09T21:25:03,570 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-01-09T21:25:03,574 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-01-09T21:25:03,577 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-01-09T21:25:03,581 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-01-09T21:25:03,585 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-01-09T21:25:03,590 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-01-09T21:25:03,595 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-01-09T21:25:03,600 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-01-09T21:25:03,604 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-01-09T21:25:03,609 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-01-09T21:25:03,614 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-01-09T21:25:03,619 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-01-09T21:25:03,623 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-01-09T21:25:03,628 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-01-09T21:25:03,633 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-01-09T21:25:03,638 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-01-09T21:25:03,642 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-01-09T21:25:03,648 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-01-09T21:25:03,653 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-01-09T21:25:03,658 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-01-09T21:25:03,662 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-01-09T21:25:03,667 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-01-09T21:25:03,672 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-01-09T21:25:03,676 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-01-09T21:25:03,681 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-01-09T21:25:03,686 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-01-09T21:25:03,691 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-01-09T21:25:03,695 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-01-09T21:25:03,700 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-01-09T21:25:03,705 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-01-09T21:25:03,710 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-01-09T21:25:03,715 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-01-09T21:25:03,720 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-01-09T21:25:03,725 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-01-09T21:25:03,730 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-01-09T21:25:03,735 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-01-09T21:25:03,740 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-01-09T21:25:03,745 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-01-09T21:25:03,747 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-01-09T21:25:03,751 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-01-09T21:25:03,756 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-01-09T21:25:03,761 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-01-09T21:25:03,766 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-01-09T21:25:03,768 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-01-09T21:25:03,774 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-01-09T21:25:03,776 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-01-09T21:25:03,778 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-01-09T21:25:03,780 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-01-09T21:25:03,782 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-01-09T21:25:03,784 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-01-09T21:25:03,786 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-01-09T21:25:03,791 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-01-09T21:25:03,796 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-01-09T21:25:03,798 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-01-09T21:25:03,801 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-01-09T21:25:03,805 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-01-09T21:25:03,807 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-01-09T21:25:03,811 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-01-09T21:25:03,816 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-01-09T21:25:03,821 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-01-09T21:25:03,823 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-01-09T21:25:03,827 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-01-09T21:25:03,831 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-01-09T21:25:03,836 adding 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'snowflake/ml/modeling/preprocessing/__init__.py' 2026-01-09T21:25:03,921 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-01-09T21:25:03,923 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-01-09T21:25:03,925 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-01-09T21:25:03,927 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-01-09T21:25:03,929 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-01-09T21:25:03,930 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-01-09T21:25:03,938 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-01-09T21:25:03,942 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-01-09T21:25:03,947 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-01-09T21:25:03,949 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-01-09T21:25:03,951 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-01-09T21:25:03,953 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-01-09T21:25:03,957 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-01-09T21:25:03,962 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-01-09T21:25:03,964 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-01-09T21:25:03,969 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-01-09T21:25:03,974 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-01-09T21:25:03,979 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-01-09T21:25:03,983 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-01-09T21:25:03,989 adding 'snowflake/ml/modeling/svm/svc.py' 2026-01-09T21:25:03,993 adding 'snowflake/ml/modeling/svm/svr.py' 2026-01-09T21:25:03,995 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-01-09T21:25:04,000 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-01-09T21:25:04,006 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-01-09T21:25:04,011 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-01-09T21:25:04,016 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-01-09T21:25:04,018 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-01-09T21:25:04,024 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-01-09T21:25:04,029 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-01-09T21:25:04,035 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-01-09T21:25:04,041 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-01-09T21:25:04,044 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-01-09T21:25:04,046 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-01-09T21:25:04,047 adding 'snowflake/ml/monitoring/shap.py' 2026-01-09T21:25:04,050 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-01-09T21:25:04,051 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-01-09T21:25:04,052 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-01-09T21:25:04,055 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-01-09T21:25:04,056 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-01-09T21:25:04,058 adding 'snowflake/ml/registry/__init__.py' 2026-01-09T21:25:04,061 adding 'snowflake/ml/registry/registry.py' 2026-01-09T21:25:04,065 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-01-09T21:25:04,067 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-01-09T21:25:04,069 adding 'snowflake/ml/utils/authentication.py' 2026-01-09T21:25:04,071 adding 'snowflake/ml/utils/connection_params.py' 2026-01-09T21:25:04,072 adding 'snowflake/ml/utils/html_utils.py' 2026-01-09T21:25:04,074 adding 'snowflake/ml/utils/sparse.py' 2026-01-09T21:25:04,075 adding 'snowflake/ml/utils/sql_client.py' 2026-01-09T21:25:04,078 adding 'snowflake_ml_python-1.22.0.dist-info/licenses/LICENSE.txt' 2026-01-09T21:25:04,093 adding 'snowflake_ml_python-1.22.0.dist-info/METADATA' 2026-01-09T21:25:04,094 adding 'snowflake_ml_python-1.22.0.dist-info/WHEEL' 2026-01-09T21:25:04,095 adding 'snowflake_ml_python-1.22.0.dist-info/top_level.txt' 2026-01-09T21:25:04,103 adding 'snowflake_ml_python-1.22.0.dist-info/RECORD' 2026-01-09T21:25:04,133 removing build/bdist.linux-armv7l/wheel 2026-01-09T21:25:04,355 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-01-09T21:25:04,413 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.22.0-py3-none-any.whl size=2222719 sha256=9ea45492e427342d207e54c1712b25fe15bc89a394cc0972c99d7a2ded8cbf11 2026-01-09T21:25:04,414 Stored in directory: /tmp/pip-ephem-wheel-cache-uolpid70/wheels/0f/99/ab/03da0a3fcff554b8bf9f4aad48a0a63c7f440e3f3ffdad9122 2026-01-09T21:25:04,465 Successfully built snowflake-ml-python 2026-01-09T21:25:04,525 Removed build tracker: '/tmp/pip-build-tracker-rro86875'