2026-02-11T19:32:15,697 Created temporary directory: /tmp/pip-ephem-wheel-cache-462_f4l5 2026-02-11T19:32:15,699 Created temporary directory: /tmp/pip-build-tracker-hykt5_8z 2026-02-11T19:32:15,699 Initialized build tracking at /tmp/pip-build-tracker-hykt5_8z 2026-02-11T19:32:15,700 Created build tracker: /tmp/pip-build-tracker-hykt5_8z 2026-02-11T19:32:15,700 Entered build tracker: /tmp/pip-build-tracker-hykt5_8z 2026-02-11T19:32:15,701 Created temporary directory: /tmp/pip-wheel-poud91s2 2026-02-11T19:32:15,704 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-11T19:32:15,707 Created temporary directory: /tmp/pip-ephem-wheel-cache-7x7ny5gn 2026-02-11T19:32:15,728 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-11T19:32:15,732 2 location(s) to search for versions of snowflake-ml-python: 2026-02-11T19:32:15,732 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-11T19:32:15,732 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-11T19:32:15,733 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-11T19:32:15,734 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-11T19:32:15,735 Found index url https://pypi.org/simple 2026-02-11T19:32:15,957 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-11T19:32:15,977 Skipping link: No binaries permitted for snowflake-ml-python: 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https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-11T19:32:16,065 Found index url https://www.piwheels.org/simple 2026-02-11T19:32:16,224 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-11T19:32:16,235 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.0-py3-none-any.whl#sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-11T19:32:16,236 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.24.0-py3-none-any.whl#sha256=73e336406c95e697aff597b1be3acc63456e982659d65726d77858d53208d074 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-11T19:32:16,237 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.23.0-py3-none-any.whl#sha256=31f5e9e3658dfeab455e0fc33c9bcdfbfd4226b657ac023b0bff857cd3a1d611 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-11T19:32:16,237 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.22.0-py3-none-any.whl#sha256=9ea45492e427342d207e54c1712b25fe15bc89a394cc0972c99d7a2ded8cbf11 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-11T19:32:16,238 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.21.0-py3-none-any.whl#sha256=3255c2428934cd2c1fda618ae8ad8b989b5fce5b4a42a3b2146713b5c2c8be7e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-11T19:32:16,239 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.20.0-py3-none-any.whl#sha256=7df53f0c85b1bd7c0a660ead74c531227a21930fd396bcf1ba1718386eb795fe (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,239 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.19.0-py3-none-any.whl#sha256=f7f705d19870cf86439bf9bdd594ceffbc1c2a0eca20dce88012ad80b7158a59 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,240 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.18.0-py3-none-any.whl#sha256=e7b7e42a36a4984fa575f699a828c51c33d1de0af5d72fa1febc223782e2c1eb (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,240 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.17.0-py3-none-any.whl#sha256=16a3995e82cf973dd21c4fc6b4aebfc4b561c45994beb79e2c302058a556941d (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,241 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.16.0-py3-none-any.whl#sha256=58592afe6424feb15fe5626e4c773cc2a0366d40b257474b6ef114c3f8333099 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,241 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.15.0-py3-none-any.whl#sha256=28483ee7790519b007719d0961c771e9f7c39eea3f2b2d6c46ced6e1e5b3dd3f (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,242 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.14.0-py3-none-any.whl#sha256=3eff78ba6e3c35fbd84b5615ac3c783e7681cf24841ee43dd0b291f3f1fe0976 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,242 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.13.0-py3-none-any.whl#sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,243 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,246 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) 2026-02-11T19:32:16,247 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,248 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,248 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,249 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-11T19:32:16,249 Skipping link: No binaries permitted for snowflake-ml-python: 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-11T19:32:16,251 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) 2026-02-11T19:32:16,252 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) 2026-02-11T19:32:16,253 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) 2026-02-11T19:32:16,253 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-11T19:32:16,254 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-11T19:32:16,254 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-11T19:32:16,255 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-11T19:32:16,255 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-11T19:32:16,256 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-11T19:32:16,256 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-11T19:32:16,257 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-11T19:32:16,280 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-11T19:32:16,298 Collecting snowflake-ml-python==1.25.1 2026-02-11T19:32:16,301 Created temporary directory: /tmp/pip-unpack-7v4s3h5m 2026-02-11T19:32:16,439 Downloading snowflake_ml_python-1.25.1.tar.gz (1.9 MB) 2026-02-11T19:32:18,034 Added snowflake-ml-python==1.25.1 from https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz to build tracker '/tmp/pip-build-tracker-hykt5_8z' 2026-02-11T19:32:18,040 Created temporary directory: /tmp/pip-build-env-eoto196z 2026-02-11T19:32:18,045 Installing build dependencies: started 2026-02-11T19:32:18,046 Running command pip subprocess to install build dependencies 2026-02-11T19:32:19,170 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-11T19:32:19,719 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-11T19:32:19,742 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-11T19:32:21,517 Collecting setuptools>=61.0 2026-02-11T19:32:21,539 Using cached setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-02-11T19:32:24,556 Installing collected packages: setuptools 2026-02-11T19:32:27,707 Successfully installed setuptools-82.0.0 2026-02-11T19:32:27,971 Installing build dependencies: finished with status 'done' 2026-02-11T19:32:27,978 Getting requirements to build wheel: started 2026-02-11T19:32:27,979 Running command Getting requirements to build wheel 2026-02-11T19:32:28,644 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-11T19:32:28,644 !! 2026-02-11T19:32:28,645 ******************************************************************************** 2026-02-11T19:32:28,646 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-11T19:32:28,647 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-11T19:32:28,647 or your builds will no longer be supported. 2026-02-11T19:32:28,648 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:28,648 ******************************************************************************** 2026-02-11T19:32:28,649 !! 2026-02-11T19:32:28,650 corresp(dist, value, root_dir) 2026-02-11T19:32:28,732 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-11T19:32:28,732 !! 2026-02-11T19:32:28,733 ******************************************************************************** 2026-02-11T19:32:28,734 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-11T19:32:28,735 License :: OSI Approved :: Apache Software License 2026-02-11T19:32:28,736 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:28,737 ******************************************************************************** 2026-02-11T19:32:28,738 !! 2026-02-11T19:32:28,739 dist._finalize_license_expression() 2026-02-11T19:32:28,743 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-11T19:32:28,744 !! 2026-02-11T19:32:28,745 ******************************************************************************** 2026-02-11T19:32:28,746 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-11T19:32:28,747 License :: OSI Approved :: Apache Software License 2026-02-11T19:32:28,748 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:28,749 ******************************************************************************** 2026-02-11T19:32:28,750 !! 2026-02-11T19:32:28,750 self._finalize_license_expression() 2026-02-11T19:32:28,751 running egg_info 2026-02-11T19:32:28,755 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-11T19:32:28,774 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-11T19:32:28,786 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-11T19:32:28,787 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-11T19:32:28,993 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:29,020 adding license file 'LICENSE.txt' 2026-02-11T19:32:29,050 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:29,148 Getting requirements to build wheel: finished with status 'done' 2026-02-11T19:32:29,152 Created temporary directory: /tmp/pip-modern-metadata-ry5lpyqx 2026-02-11T19:32:29,154 Preparing metadata (pyproject.toml): started 2026-02-11T19:32:29,156 Running command Preparing metadata (pyproject.toml) 2026-02-11T19:32:29,762 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-11T19:32:29,763 !! 2026-02-11T19:32:29,764 ******************************************************************************** 2026-02-11T19:32:29,764 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-11T19:32:29,765 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-11T19:32:29,765 or your builds will no longer be supported. 2026-02-11T19:32:29,766 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:29,767 ******************************************************************************** 2026-02-11T19:32:29,768 !! 2026-02-11T19:32:29,768 corresp(dist, value, root_dir) 2026-02-11T19:32:29,848 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-11T19:32:29,849 !! 2026-02-11T19:32:29,850 ******************************************************************************** 2026-02-11T19:32:29,851 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-11T19:32:29,851 License :: OSI Approved :: Apache Software License 2026-02-11T19:32:29,852 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:29,853 ******************************************************************************** 2026-02-11T19:32:29,854 !! 2026-02-11T19:32:29,855 dist._finalize_license_expression() 2026-02-11T19:32:29,862 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-11T19:32:29,863 !! 2026-02-11T19:32:29,864 ******************************************************************************** 2026-02-11T19:32:29,864 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-11T19:32:29,866 License :: OSI Approved :: Apache Software License 2026-02-11T19:32:29,867 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:29,867 ******************************************************************************** 2026-02-11T19:32:29,869 !! 2026-02-11T19:32:29,869 self._finalize_license_expression() 2026-02-11T19:32:29,870 running dist_info 2026-02-11T19:32:29,880 creating /tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info 2026-02-11T19:32:29,881 writing /tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/PKG-INFO 2026-02-11T19:32:29,903 writing dependency_links to /tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-11T19:32:29,914 writing requirements to /tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/requires.txt 2026-02-11T19:32:29,915 writing top-level names to /tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/top_level.txt 2026-02-11T19:32:29,917 writing manifest file '/tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:30,094 reading manifest file '/tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:30,096 adding license file 'LICENSE.txt' 2026-02-11T19:32:30,118 writing manifest file '/tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:30,120 creating '/tmp/pip-modern-metadata-ry5lpyqx/snowflake_ml_python-1.25.1.dist-info' 2026-02-11T19:32:30,247 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-11T19:32:30,261 Source in /tmp/pip-wheel-poud91s2/snowflake-ml-python_d5b251fcf5f346229ce27c2e189cca46 has version 1.25.1, which satisfies requirement snowflake-ml-python==1.25.1 from https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz 2026-02-11T19:32:30,263 Removed snowflake-ml-python==1.25.1 from https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz from build tracker '/tmp/pip-build-tracker-hykt5_8z' 2026-02-11T19:32:30,286 Created temporary directory: /tmp/pip-unpack-sj7fflww 2026-02-11T19:32:30,287 Building wheels for collected packages: snowflake-ml-python 2026-02-11T19:32:30,292 Created temporary directory: /tmp/pip-wheel-f6zifvde 2026-02-11T19:32:30,292 Destination directory: /tmp/pip-wheel-f6zifvde 2026-02-11T19:32:30,294 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-11T19:32:30,295 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-11T19:32:30,889 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-11T19:32:30,889 !! 2026-02-11T19:32:30,890 ******************************************************************************** 2026-02-11T19:32:30,891 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-11T19:32:30,892 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-11T19:32:30,892 or your builds will no longer be supported. 2026-02-11T19:32:30,893 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:30,894 ******************************************************************************** 2026-02-11T19:32:30,895 !! 2026-02-11T19:32:30,895 corresp(dist, value, root_dir) 2026-02-11T19:32:30,966 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-11T19:32:30,967 !! 2026-02-11T19:32:30,968 ******************************************************************************** 2026-02-11T19:32:30,969 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-11T19:32:30,970 License :: OSI Approved :: Apache Software License 2026-02-11T19:32:30,971 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:30,972 ******************************************************************************** 2026-02-11T19:32:30,973 !! 2026-02-11T19:32:30,973 dist._finalize_license_expression() 2026-02-11T19:32:30,980 /tmp/pip-build-env-eoto196z/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-11T19:32:30,981 !! 2026-02-11T19:32:30,982 ******************************************************************************** 2026-02-11T19:32:30,982 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-11T19:32:30,983 License :: OSI Approved :: Apache Software License 2026-02-11T19:32:30,985 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-11T19:32:30,985 ******************************************************************************** 2026-02-11T19:32:30,986 !! 2026-02-11T19:32:30,987 self._finalize_license_expression() 2026-02-11T19:32:30,987 running bdist_wheel 2026-02-11T19:32:31,000 running build 2026-02-11T19:32:31,001 running build_py 2026-02-11T19:32:31,007 creating build/lib/snowflake/ml 2026-02-11T19:32:31,010 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-11T19:32:31,012 creating build/lib/snowflake/cortex 2026-02-11T19:32:31,013 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,016 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,018 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,020 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,023 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,024 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,026 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,028 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,030 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,032 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,034 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,037 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-11T19:32:31,039 creating build/lib/snowflake/ml/monitoring 2026-02-11T19:32:31,040 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-11T19:32:31,043 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-11T19:32:31,045 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-11T19:32:31,048 creating build/lib/snowflake/ml/fileset 2026-02-11T19:32:31,049 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-11T19:32:31,052 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-11T19:32:31,054 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-11T19:32:31,057 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-11T19:32:31,060 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-11T19:32:31,063 creating build/lib/snowflake/ml/lineage 2026-02-11T19:32:31,064 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-11T19:32:31,066 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-11T19:32:31,069 creating build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,070 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,073 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,075 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,078 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,080 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,082 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,084 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,086 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,089 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-11T19:32:31,091 creating build/lib/snowflake/ml/registry 2026-02-11T19:32:31,092 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-11T19:32:31,096 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-11T19:32:31,099 creating build/lib/snowflake/ml/utils 2026-02-11T19:32:31,100 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-11T19:32:31,102 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-11T19:32:31,105 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-11T19:32:31,107 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-11T19:32:31,109 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-11T19:32:31,111 creating build/lib/snowflake/ml/experiment 2026-02-11T19:32:31,112 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-11T19:32:31,116 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-11T19:32:31,118 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-11T19:32:31,120 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-11T19:32:31,122 creating build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,123 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,127 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,130 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,133 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,138 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,141 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,145 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,147 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,150 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-11T19:32:31,153 creating build/lib/snowflake/ml/dataset 2026-02-11T19:32:31,154 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-11T19:32:31,156 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-11T19:32:31,159 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-11T19:32:31,161 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-11T19:32:31,164 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-11T19:32:31,166 creating build/lib/snowflake/ml/model 2026-02-11T19:32:31,168 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,170 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,172 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,175 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,177 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,179 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,181 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,183 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,186 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,188 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,190 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,193 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-11T19:32:31,196 creating build/lib/snowflake/ml/jobs 2026-02-11T19:32:31,197 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-11T19:32:31,200 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-11T19:32:31,203 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-11T19:32:31,204 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-11T19:32:31,207 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-11T19:32:31,210 creating build/lib/snowflake/ml/data 2026-02-11T19:32:31,211 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-11T19:32:31,213 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-11T19:32:31,215 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-11T19:32:31,217 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-11T19:32:31,219 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-11T19:32:31,221 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-11T19:32:31,223 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-11T19:32:31,224 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-11T19:32:31,227 creating build/lib/snowflake/ml/monitoring/_client 2026-02-11T19:32:31,229 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-11T19:32:31,232 creating build/lib/snowflake/ml/monitoring/entities 2026-02-11T19:32:31,233 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-11T19:32:31,236 creating build/lib/snowflake/ml/_internal/lineage 2026-02-11T19:32:31,237 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-11T19:32:31,240 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,241 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,243 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,245 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,247 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,249 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,251 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,253 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,255 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,257 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-11T19:32:31,259 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:31,260 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:31,262 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:31,265 creating build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,267 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,269 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,271 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,274 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,276 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,279 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,281 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,284 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,286 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,288 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,291 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,293 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,295 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,297 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,299 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,301 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,303 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,305 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-11T19:32:31,308 creating build/lib/snowflake/ml/registry/_manager 2026-02-11T19:32:31,309 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-11T19:32:31,312 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-11T19:32:31,315 creating build/lib/snowflake/ml/experiment/callback 2026-02-11T19:32:31,316 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-11T19:32:31,319 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-11T19:32:31,321 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-11T19:32:31,324 creating build/lib/snowflake/ml/experiment/_client 2026-02-11T19:32:31,325 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-11T19:32:31,327 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-11T19:32:31,330 creating build/lib/snowflake/ml/experiment/_entities 2026-02-11T19:32:31,331 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-11T19:32:31,333 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-11T19:32:31,335 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-11T19:32:31,337 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-11T19:32:31,339 creating build/lib/snowflake/ml/feature_store/examples 2026-02-11T19:32:31,340 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-11T19:32:31,344 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-11T19:32:31,345 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-11T19:32:31,348 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-11T19:32:31,349 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-11T19:32:31,352 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-11T19:32:31,353 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-11T19:32:31,355 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-11T19:32:31,356 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-11T19:32:31,358 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-11T19:32:31,359 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-11T19:32:31,362 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-11T19:32:31,364 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-11T19:32:31,365 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-11T19:32:31,367 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-11T19:32:31,370 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-11T19:32:31,371 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-11T19:32:31,373 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-11T19:32:31,375 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-11T19:32:31,376 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-11T19:32:31,378 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-11T19:32:31,381 creating build/lib/snowflake/ml/model/_model_composer 2026-02-11T19:32:31,382 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-11T19:32:31,385 creating build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,386 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,388 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,392 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,395 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,397 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,399 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,402 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,404 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,407 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,409 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-11T19:32:31,412 creating build/lib/snowflake/ml/model/_packager 2026-02-11T19:32:31,413 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-11T19:32:31,415 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-11T19:32:31,418 creating build/lib/snowflake/ml/model/models 2026-02-11T19:32:31,419 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-11T19:32:31,422 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-11T19:32:31,425 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-11T19:32:31,426 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-11T19:32:31,429 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-11T19:32:31,430 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-11T19:32:31,432 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-11T19:32:31,435 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:31,436 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:31,439 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:31,441 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:31,442 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:31,445 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:31,446 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:31,448 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:31,450 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:31,452 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:31,453 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:31,456 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:31,458 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:31,460 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:31,462 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:31,464 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-11T19:32:31,465 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-11T19:32:31,468 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-11T19:32:31,469 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-11T19:32:31,473 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:31,474 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:31,476 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:31,478 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:31,482 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,483 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,486 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,489 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,492 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,495 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,497 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,500 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,502 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,505 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,508 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,510 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,513 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,515 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,518 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,520 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,523 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:31,526 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-11T19:32:31,527 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-11T19:32:31,529 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-11T19:32:31,532 creating build/lib/snowflake/ml/model/_client/service 2026-02-11T19:32:31,534 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-11T19:32:31,536 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-11T19:32:31,539 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-11T19:32:31,541 creating build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,543 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,546 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,548 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,550 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,552 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,555 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-11T19:32:31,558 creating build/lib/snowflake/ml/model/_client/model 2026-02-11T19:32:31,559 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-11T19:32:31,565 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-11T19:32:31,567 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-11T19:32:31,570 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-11T19:32:31,573 creating build/lib/snowflake/ml/model/_client/ops 2026-02-11T19:32:31,574 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-11T19:32:31,578 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-11T19:32:31,580 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-11T19:32:31,582 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-11T19:32:31,586 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-11T19:32:31,589 creating build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,590 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,593 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,595 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,598 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,599 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,602 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,604 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,606 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-11T19:32:31,609 creating build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,610 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,612 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,614 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,618 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,620 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,622 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,623 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,625 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,627 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,630 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-11T19:32:31,632 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:31,633 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:31,636 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:31,639 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:31,641 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:31,643 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:31,646 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,648 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,651 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,655 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,659 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,661 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,665 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,668 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,672 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,676 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:31,680 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,681 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,684 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,687 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,690 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,693 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,696 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,698 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,700 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,703 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,707 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,711 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,714 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:31,717 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:31,718 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:31,722 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:31,724 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:31,728 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,729 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,732 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,735 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,738 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,740 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,744 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:31,748 creating build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,749 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,752 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,754 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,757 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,759 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,763 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-11T19:32:31,766 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,767 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,771 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,775 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,779 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,783 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,787 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,791 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,795 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,799 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,802 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,805 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,808 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,810 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,813 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,817 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,821 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,825 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-11T19:32:31,829 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,831 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,834 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,838 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,842 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,846 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,848 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:31,853 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,854 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,858 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,862 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,866 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,870 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,873 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,878 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,881 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,885 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,889 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,893 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,897 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,901 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,905 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,909 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,913 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,916 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,921 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,925 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,929 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,932 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,936 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,938 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,942 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,946 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,949 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,953 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,956 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,959 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,962 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,965 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,971 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,981 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,984 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,987 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,991 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-11T19:32:31,994 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-11T19:32:31,996 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-11T19:32:31,999 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-11T19:32:32,002 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-11T19:32:32,004 creating build/lib/snowflake/ml/modeling/compose 2026-02-11T19:32:32,005 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-11T19:32:32,009 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-11T19:32:32,011 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-11T19:32:32,014 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-11T19:32:32,015 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-11T19:32:32,019 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-11T19:32:32,020 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-11T19:32:32,024 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-11T19:32:32,027 creating build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,028 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,031 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,034 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,037 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,039 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,043 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,045 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-11T19:32:32,047 creating build/lib/snowflake/ml/modeling/mixture 2026-02-11T19:32:32,048 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-11T19:32:32,051 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-11T19:32:32,053 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-11T19:32:32,057 creating build/lib/snowflake/ml/modeling/parameters 2026-02-11T19:32:32,058 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-11T19:32:32,060 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-11T19:32:32,062 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-11T19:32:32,064 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:32,065 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:32,068 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:32,071 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:32,073 creating build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,074 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,078 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,079 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,082 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,085 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,088 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,092 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-11T19:32:32,095 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,096 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,100 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,104 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,107 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,109 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,112 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,115 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,118 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,121 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,124 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-11T19:32:32,127 creating build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,128 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,131 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,134 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,137 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,140 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,143 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,146 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,149 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,151 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-11T19:32:32,155 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-11T19:32:32,156 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-11T19:32:32,159 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-11T19:32:32,162 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-11T19:32:32,163 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-11T19:32:32,165 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-11T19:32:32,168 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-11T19:32:32,171 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-11T19:32:32,175 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-11T19:32:32,176 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-11T19:32:32,179 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-11T19:32:32,181 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-11T19:32:32,184 creating build/lib/snowflake/ml/modeling/tree 2026-02-11T19:32:32,185 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-11T19:32:32,188 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-11T19:32:32,191 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-11T19:32:32,194 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-11T19:32:32,196 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-11T19:32:32,199 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:32,200 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:32,204 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:32,207 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:32,209 creating build/lib/snowflake/ml/modeling/impute 2026-02-11T19:32:32,210 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-11T19:32:32,213 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-11T19:32:32,216 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-11T19:32:32,219 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-11T19:32:32,221 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-11T19:32:32,224 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,225 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,229 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,231 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,234 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,237 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,240 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,243 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,245 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,248 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,251 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,254 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-11T19:32:32,258 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-11T19:32:32,259 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-11T19:32:32,261 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-11T19:32:32,264 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-11T19:32:32,265 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-11T19:32:32,269 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-11T19:32:32,272 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-11T19:32:32,276 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-11T19:32:32,277 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-11T19:32:32,281 creating build/lib/snowflake/ml/modeling/framework 2026-02-11T19:32:32,282 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-11T19:32:32,285 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-11T19:32:32,288 creating build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,289 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,292 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,295 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,299 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,302 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,305 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,308 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,311 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,314 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,316 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,319 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,322 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,325 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,328 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-11T19:32:32,331 creating build/lib/snowflake/ml/modeling/calibration 2026-02-11T19:32:32,332 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-11T19:32:32,334 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-11T19:32:32,338 creating build/lib/snowflake/ml/modeling/manifold 2026-02-11T19:32:32,339 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-11T19:32:32,342 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-11T19:32:32,345 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-11T19:32:32,347 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-11T19:32:32,350 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-11T19:32:32,354 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:32,355 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:32,357 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:32,360 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:32,363 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:32,367 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:32,370 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-11T19:32:32,371 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-11T19:32:32,373 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-11T19:32:32,376 creating build/lib/snowflake/ml/data/_internal 2026-02-11T19:32:32,377 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-11T19:32:32,380 running egg_info 2026-02-11T19:32:32,390 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-11T19:32:32,408 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-11T19:32:32,419 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-11T19:32:32,420 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-11T19:32:32,607 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:32,639 adding license file 'LICENSE.txt' 2026-02-11T19:32:32,668 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-11T19:32:32,806 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-11T19:32:32,807 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-11T19:32:32,810 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-11T19:32:32,816 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:32,818 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:32,834 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-11T19:32:32,837 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:32,838 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:32,840 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:32,842 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:32,845 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:32,847 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:32,849 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-11T19:32:32,852 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-11T19:32:32,854 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-11T19:32:32,868 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:32,870 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:32,872 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:32,903 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:32,906 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,049 installing to build/bdist.linux-armv7l/wheel 2026-02-11T19:32:33,049 running install 2026-02-11T19:32:33,073 running install_lib 2026-02-11T19:32:33,078 creating build/bdist.linux-armv7l/wheel 2026-02-11T19:32:33,080 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-11T19:32:33,082 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-11T19:32:33,084 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-11T19:32:33,085 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-11T19:32:33,089 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-11T19:32:33,090 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-11T19:32:33,092 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-11T19:32:33,094 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-11T19:32:33,097 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-11T19:32:33,098 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-11T19:32:33,101 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-11T19:32:33,102 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-11T19:32:33,104 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-11T19:32:33,107 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-11T19:32:33,108 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-11T19:32:33,110 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-11T19:32:33,111 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-11T19:32:33,114 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-11T19:32:33,116 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-11T19:32:33,119 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-11T19:32:33,122 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-11T19:32:33,125 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-11T19:32:33,126 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-11T19:32:33,128 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-11T19:32:33,131 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-11T19:32:33,132 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,135 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,137 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,140 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,143 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,145 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-11T19:32:33,146 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-11T19:32:33,149 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,150 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,152 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,154 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,156 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,159 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,160 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,162 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,164 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,166 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-11T19:32:33,168 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:33,169 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:33,171 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:33,174 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:33,175 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-11T19:32:33,177 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,180 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-11T19:32:33,181 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,184 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,186 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,189 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,191 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,193 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,196 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,198 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,201 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,203 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,205 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,207 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,209 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,211 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,213 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,215 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,217 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,219 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-11T19:32:33,221 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,224 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,227 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-11T19:32:33,230 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-11T19:32:33,231 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-11T19:32:33,232 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-11T19:32:33,235 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-11T19:32:33,238 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-11T19:32:33,241 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-11T19:32:33,244 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-11T19:32:33,245 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-11T19:32:33,247 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-11T19:32:33,249 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-11T19:32:33,251 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-11T19:32:33,253 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-11T19:32:33,256 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-11T19:32:33,258 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-11T19:32:33,261 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-11T19:32:33,263 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-11T19:32:33,265 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-11T19:32:33,267 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-11T19:32:33,269 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-11T19:32:33,272 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-11T19:32:33,274 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-11T19:32:33,276 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-11T19:32:33,277 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-11T19:32:33,279 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-11T19:32:33,282 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-11T19:32:33,283 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-11T19:32:33,285 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-11T19:32:33,287 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-11T19:32:33,288 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-11T19:32:33,291 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-11T19:32:33,292 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,295 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,298 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,300 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,306 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,309 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,311 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,313 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,317 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-11T19:32:33,319 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-11T19:32:33,320 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-11T19:32:33,321 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-11T19:32:33,323 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-11T19:32:33,325 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-11T19:32:33,327 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-11T19:32:33,330 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:33,331 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:33,333 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:33,334 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:33,336 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:33,338 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-11T19:32:33,340 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-11T19:32:33,342 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-11T19:32:33,343 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-11T19:32:33,346 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-11T19:32:33,348 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-11T19:32:33,350 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-11T19:32:33,352 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-11T19:32:33,354 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-11T19:32:33,355 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-11T19:32:33,357 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-11T19:32:33,359 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-02-11T19:32:33,361 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-02-11T19:32:33,364 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-11T19:32:33,365 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-11T19:32:33,366 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-02-11T19:32:33,368 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-02-11T19:32:33,370 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-11T19:32:33,372 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-11T19:32:33,374 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-11T19:32:33,377 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-11T19:32:33,379 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-11T19:32:33,380 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-11T19:32:33,382 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-11T19:32:33,384 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-11T19:32:33,387 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-11T19:32:33,389 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-11T19:32:33,391 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-11T19:32:33,393 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-11T19:32:33,394 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-11T19:32:33,395 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-02-11T19:32:33,398 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-11T19:32:33,399 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-02-11T19:32:33,401 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-02-11T19:32:33,404 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,405 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,408 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,410 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,412 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,414 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,416 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,418 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-11T19:32:33,420 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-11T19:32:33,422 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,424 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,426 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,429 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-11T19:32:33,430 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,432 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,435 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,437 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,439 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,441 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,443 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,446 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,448 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,450 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-11T19:32:33,452 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,454 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-11T19:32:33,458 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:33,459 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:33,461 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:33,463 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-11T19:32:33,465 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-11T19:32:33,467 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-11T19:32:33,470 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:33,471 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:33,473 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:33,475 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:33,477 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:33,479 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-11T19:32:33,481 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-11T19:32:33,482 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-11T19:32:33,485 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-11T19:32:33,486 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-11T19:32:33,489 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:33,490 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:33,492 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:33,494 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-11T19:32:33,497 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,498 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,501 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,504 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,506 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,509 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,511 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,514 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,516 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,518 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,521 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,523 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,526 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,528 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,530 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,533 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,535 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-11T19:32:33,538 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-11T19:32:33,539 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-11T19:32:33,541 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-11T19:32:33,543 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,545 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,548 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-11T19:32:33,549 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-11T19:32:33,550 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-11T19:32:33,552 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-11T19:32:33,555 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-11T19:32:33,557 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-11T19:32:33,558 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-11T19:32:33,561 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-11T19:32:33,562 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-11T19:32:33,564 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-11T19:32:33,566 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-11T19:32:33,569 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-11T19:32:33,572 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-11T19:32:33,573 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-11T19:32:33,576 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-11T19:32:33,578 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-11T19:32:33,580 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-11T19:32:33,583 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-11T19:32:33,584 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-11T19:32:33,587 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-11T19:32:33,589 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-11T19:32:33,591 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-11T19:32:33,594 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-11T19:32:33,596 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,599 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,600 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,603 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-11T19:32:33,603 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-11T19:32:33,606 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-11T19:32:33,609 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,611 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-11T19:32:33,614 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-11T19:32:33,615 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-11T19:32:33,618 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-11T19:32:33,621 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-11T19:32:33,623 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-11T19:32:33,624 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,627 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,628 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,631 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,633 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,635 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,636 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,639 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-11T19:32:33,641 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-11T19:32:33,643 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-11T19:32:33,646 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-11T19:32:33,647 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,649 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,650 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,652 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,654 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,657 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,659 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,660 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,662 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-11T19:32:33,665 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,667 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,669 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,671 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,673 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,674 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,677 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,679 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,681 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-11T19:32:33,684 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-11T19:32:33,685 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,686 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,690 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,692 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,695 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,697 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,700 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,703 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,707 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,710 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-11T19:32:33,714 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,715 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,717 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,720 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,722 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,725 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,727 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,729 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,731 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,733 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,736 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,740 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,743 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-11T19:32:33,746 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:33,747 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:33,750 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:33,752 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-11T19:32:33,755 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,756 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,759 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,762 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,766 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,768 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,771 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-11T19:32:33,775 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-11T19:32:33,776 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-11T19:32:33,778 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-11T19:32:33,780 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-11T19:32:33,782 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-11T19:32:33,784 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-11T19:32:33,786 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-11T19:32:33,789 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:33,790 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:33,792 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:33,795 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:33,798 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:33,801 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-11T19:32:33,803 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-11T19:32:33,804 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-11T19:32:33,807 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-11T19:32:33,809 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,810 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,814 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,817 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,820 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,824 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,827 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,830 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,833 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,837 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,839 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,843 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,846 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,848 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,851 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,853 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,857 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,860 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-11T19:32:33,864 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,865 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,868 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,871 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,874 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,878 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,879 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-11T19:32:33,884 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,885 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,888 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,891 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,895 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,898 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,901 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,904 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,908 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,911 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,914 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,917 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,920 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,923 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,926 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,929 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,932 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,935 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,939 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,942 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,945 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,949 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,952 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,954 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,957 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,960 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,963 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,966 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,970 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,973 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,976 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,979 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,983 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,985 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,988 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,991 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,994 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-11T19:32:33,998 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-11T19:32:33,999 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-11T19:32:34,002 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-11T19:32:34,006 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-11T19:32:34,008 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-11T19:32:34,009 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-11T19:32:34,012 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-11T19:32:34,014 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-11T19:32:34,018 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-11T19:32:34,019 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-11T19:32:34,022 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-11T19:32:34,024 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-11T19:32:34,027 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-11T19:32:34,031 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-11T19:32:34,032 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,034 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,037 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,040 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,042 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,046 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,048 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-11T19:32:34,050 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-11T19:32:34,059 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-11T19:32:34,063 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-11T19:32:34,065 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-11T19:32:34,068 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-11T19:32:34,069 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-11T19:32:34,071 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-11T19:32:34,074 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-11T19:32:34,076 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:34,078 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:34,081 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:34,085 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-11T19:32:34,087 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-11T19:32:34,089 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,093 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,095 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,099 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,102 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,107 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,110 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-11T19:32:34,114 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,116 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,120 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,123 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,127 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,129 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,133 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,136 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,140 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,143 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,147 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-11T19:32:34,151 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-11T19:32:34,152 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,156 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,159 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,163 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,166 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,170 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,174 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,177 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,180 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-11T19:32:34,184 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-11T19:32:34,185 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-11T19:32:34,189 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-11T19:32:34,192 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-11T19:32:34,193 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-11T19:32:34,195 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-11T19:32:34,199 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-11T19:32:34,203 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-11T19:32:34,207 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-11T19:32:34,208 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-11T19:32:34,212 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-11T19:32:34,214 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-11T19:32:34,218 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-11T19:32:34,219 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-11T19:32:34,223 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-11T19:32:34,227 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-11T19:32:34,230 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-11T19:32:34,231 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-11T19:32:34,235 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:34,236 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:34,239 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:34,242 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-11T19:32:34,244 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-11T19:32:34,245 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-11T19:32:34,249 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-11T19:32:34,252 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-11T19:32:34,255 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-11T19:32:34,257 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-11T19:32:34,260 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,261 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,264 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,268 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,271 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,274 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,277 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,281 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,282 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,286 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,289 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,293 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-11T19:32:34,296 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-11T19:32:34,297 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-11T19:32:34,299 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-11T19:32:34,303 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-11T19:32:34,304 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-11T19:32:34,307 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-11T19:32:34,311 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-11T19:32:34,314 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-11T19:32:34,316 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-11T19:32:34,320 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-11T19:32:34,321 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-11T19:32:34,324 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-11T19:32:34,326 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-11T19:32:34,327 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,331 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,334 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,337 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,341 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,344 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,347 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,351 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,354 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,356 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,359 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,362 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,365 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,368 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-11T19:32:34,371 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-11T19:32:34,372 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-11T19:32:34,374 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-11T19:32:34,378 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-11T19:32:34,379 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-11T19:32:34,383 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-11T19:32:34,386 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-11T19:32:34,388 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-11T19:32:34,391 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-11T19:32:34,394 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-11T19:32:34,396 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-11T19:32:34,397 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-11T19:32:34,399 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-11T19:32:34,400 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-11T19:32:34,403 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-11T19:32:34,405 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-11T19:32:34,408 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-11T19:32:34,409 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-11T19:32:34,411 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-11T19:32:34,414 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-11T19:32:34,415 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,417 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,419 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,421 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,423 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,425 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,427 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,429 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,431 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,433 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,435 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,438 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-11T19:32:34,439 running install_egg_info 2026-02-11T19:32:34,444 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.25.1-py3.11.egg-info 2026-02-11T19:32:34,456 running install_scripts 2026-02-11T19:32:34,469 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.25.1.dist-info/WHEEL 2026-02-11T19:32:34,472 creating '/tmp/pip-wheel-f6zifvde/.tmp-3_jo711l/snowflake_ml_python-1.25.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-11T19:32:34,474 adding 'snowflake/cortex/__init__.py' 2026-02-11T19:32:34,476 adding 'snowflake/cortex/_classify_text.py' 2026-02-11T19:32:34,478 adding 'snowflake/cortex/_complete.py' 2026-02-11T19:32:34,480 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-11T19:32:34,481 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-11T19:32:34,483 adding 'snowflake/cortex/_extract_answer.py' 2026-02-11T19:32:34,485 adding 'snowflake/cortex/_finetune.py' 2026-02-11T19:32:34,486 adding 'snowflake/cortex/_sentiment.py' 2026-02-11T19:32:34,487 adding 'snowflake/cortex/_sse_client.py' 2026-02-11T19:32:34,489 adding 'snowflake/cortex/_summarize.py' 2026-02-11T19:32:34,490 adding 'snowflake/cortex/_translate.py' 2026-02-11T19:32:34,491 adding 'snowflake/cortex/_util.py' 2026-02-11T19:32:34,493 adding 'snowflake/ml/version.py' 2026-02-11T19:32:34,495 adding 'snowflake/ml/_internal/env.py' 2026-02-11T19:32:34,498 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-11T19:32:34,501 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-11T19:32:34,502 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-11T19:32:34,503 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-11T19:32:34,505 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-11T19:32:34,506 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-11T19:32:34,510 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-11T19:32:34,512 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-11T19:32:34,514 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-11T19:32:34,515 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-11T19:32:34,517 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-11T19:32:34,518 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-11T19:32:34,519 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-11T19:32:34,520 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-11T19:32:34,521 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-11T19:32:34,523 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-11T19:32:34,524 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-11T19:32:34,526 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-11T19:32:34,527 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-11T19:32:34,528 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-11T19:32:34,530 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-11T19:32:34,532 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-11T19:32:34,534 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-11T19:32:34,535 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-11T19:32:34,537 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-11T19:32:34,539 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-11T19:32:34,540 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-11T19:32:34,542 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-11T19:32:34,543 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-11T19:32:34,545 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-11T19:32:34,546 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-11T19:32:34,548 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-11T19:32:34,549 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-11T19:32:34,551 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-11T19:32:34,552 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-11T19:32:34,554 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-11T19:32:34,555 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-11T19:32:34,557 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-11T19:32:34,558 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-11T19:32:34,559 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-11T19:32:34,561 adding 'snowflake/ml/data/__init__.py' 2026-02-11T19:32:34,562 adding 'snowflake/ml/data/data_connector.py' 2026-02-11T19:32:34,564 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-11T19:32:34,565 adding 'snowflake/ml/data/data_source.py' 2026-02-11T19:32:34,566 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-11T19:32:34,567 adding 'snowflake/ml/data/torch_utils.py' 2026-02-11T19:32:34,570 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-11T19:32:34,572 adding 'snowflake/ml/dataset/__init__.py' 2026-02-11T19:32:34,574 adding 'snowflake/ml/dataset/dataset.py' 2026-02-11T19:32:34,576 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-11T19:32:34,577 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-11T19:32:34,579 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-11T19:32:34,580 adding 'snowflake/ml/experiment/__init__.py' 2026-02-11T19:32:34,582 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-11T19:32:34,585 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-11T19:32:34,586 adding 'snowflake/ml/experiment/utils.py' 2026-02-11T19:32:34,588 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-11T19:32:34,589 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-11T19:32:34,591 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-11T19:32:34,592 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-11T19:32:34,594 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-11T19:32:34,595 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-11T19:32:34,597 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-11T19:32:34,598 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-11T19:32:34,600 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-11T19:32:34,601 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-11T19:32:34,603 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-11T19:32:34,605 adding 'snowflake/ml/feature_store/aggregation.py' 2026-02-11T19:32:34,607 adding 'snowflake/ml/feature_store/entity.py' 2026-02-11T19:32:34,609 adding 'snowflake/ml/feature_store/feature.py' 2026-02-11T19:32:34,625 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-11T19:32:34,632 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-11T19:32:34,634 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-02-11T19:32:34,639 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-02-11T19:32:34,641 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-11T19:32:34,643 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-11T19:32:34,644 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-11T19:32:34,646 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-11T19:32:34,647 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-11T19:32:34,649 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-11T19:32:34,650 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-11T19:32:34,652 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-11T19:32:34,653 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-11T19:32:34,654 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-11T19:32:34,656 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-11T19:32:34,657 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-11T19:32:34,658 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-11T19:32:34,660 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-11T19:32:34,661 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-11T19:32:34,663 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-11T19:32:34,664 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-11T19:32:34,665 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-11T19:32:34,667 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-11T19:32:34,668 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-11T19:32:34,669 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-11T19:32:34,671 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-11T19:32:34,673 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-11T19:32:34,676 adding 'snowflake/ml/fileset/fileset.py' 2026-02-11T19:32:34,678 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-11T19:32:34,680 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-11T19:32:34,682 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-11T19:32:34,684 adding 'snowflake/ml/jobs/__init__.py' 2026-02-11T19:32:34,685 adding 'snowflake/ml/jobs/decorators.py' 2026-02-11T19:32:34,689 adding 'snowflake/ml/jobs/job.py' 2026-02-11T19:32:34,691 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-11T19:32:34,693 adding 'snowflake/ml/jobs/manager.py' 2026-02-11T19:32:34,695 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-11T19:32:34,696 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-02-11T19:32:34,698 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-02-11T19:32:34,700 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-02-11T19:32:34,702 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-02-11T19:32:34,704 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-02-11T19:32:34,706 adding 'snowflake/ml/jobs/_interop/results.py' 2026-02-11T19:32:34,707 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-02-11T19:32:34,709 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-02-11T19:32:34,710 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-02-11T19:32:34,712 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-02-11T19:32:34,714 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2026-02-11T19:32:34,718 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-02-11T19:32:34,719 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-02-11T19:32:34,721 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-02-11T19:32:34,722 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-02-11T19:32:34,724 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-02-11T19:32:34,725 adding 'snowflake/ml/jobs/_utils/types.py' 2026-02-11T19:32:34,727 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-02-11T19:32:34,728 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-02-11T19:32:34,731 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-02-11T19:32:34,733 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-02-11T19:32:34,735 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-02-11T19:32:34,736 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-02-11T19:32:34,738 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-02-11T19:32:34,740 adding 'snowflake/ml/lineage/__init__.py' 2026-02-11T19:32:34,741 adding 'snowflake/ml/lineage/lineage_node.py' 2026-02-11T19:32:34,744 adding 'snowflake/ml/model/__init__.py' 2026-02-11T19:32:34,746 adding 'snowflake/ml/model/code_path.py' 2026-02-11T19:32:34,748 adding 'snowflake/ml/model/compute_pool.py' 2026-02-11T19:32:34,751 adding 'snowflake/ml/model/custom_model.py' 2026-02-11T19:32:34,752 adding 'snowflake/ml/model/event_handler.py' 2026-02-11T19:32:34,754 adding 'snowflake/ml/model/inference_engine.py' 2026-02-11T19:32:34,757 adding 'snowflake/ml/model/model_signature.py' 2026-02-11T19:32:34,758 adding 'snowflake/ml/model/openai_signatures.py' 2026-02-11T19:32:34,760 adding 'snowflake/ml/model/target_platform.py' 2026-02-11T19:32:34,761 adding 'snowflake/ml/model/task.py' 2026-02-11T19:32:34,763 adding 'snowflake/ml/model/type_hints.py' 2026-02-11T19:32:34,764 adding 'snowflake/ml/model/volatility.py' 2026-02-11T19:32:34,766 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-02-11T19:32:34,768 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-02-11T19:32:34,770 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-02-11T19:32:34,776 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-02-11T19:32:34,778 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-02-11T19:32:34,780 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-02-11T19:32:34,784 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-02-11T19:32:34,786 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-02-11T19:32:34,791 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-02-11T19:32:34,793 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-02-11T19:32:34,795 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-02-11T19:32:34,797 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-02-11T19:32:34,799 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-02-11T19:32:34,800 adding 'snowflake/ml/model/_client/sql/model.py' 2026-02-11T19:32:34,802 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-02-11T19:32:34,804 adding 'snowflake/ml/model/_client/sql/service.py' 2026-02-11T19:32:34,806 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-02-11T19:32:34,807 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-02-11T19:32:34,810 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-02-11T19:32:34,812 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-02-11T19:32:34,813 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-02-11T19:32:34,815 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-02-11T19:32:34,816 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-02-11T19:32:34,818 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-02-11T19:32:34,819 adding 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2026-02-11T19:32:34,841 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-02-11T19:32:34,845 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-02-11T19:32:34,847 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-02-11T19:32:34,849 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-02-11T19:32:34,851 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-02-11T19:32:34,854 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-02-11T19:32:34,855 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-02-11T19:32:34,858 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-02-11T19:32:34,860 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-02-11T19:32:34,862 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-02-11T19:32:34,864 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 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2026-02-11T19:32:34,900 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-02-11T19:32:34,902 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-02-11T19:32:34,903 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-02-11T19:32:34,905 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-02-11T19:32:34,907 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-02-11T19:32:34,909 adding 'snowflake/ml/model/_signatures/utils.py' 2026-02-11T19:32:34,911 adding 'snowflake/ml/model/models/huggingface.py' 2026-02-11T19:32:34,914 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-02-11T19:32:34,917 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-02-11T19:32:34,919 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-02-11T19:32:34,920 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-02-11T19:32:34,921 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-02-11T19:32:34,923 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-02-11T19:32:34,924 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-02-11T19:32:34,926 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-02-11T19:32:34,928 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-02-11T19:32:34,933 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-02-11T19:32:34,935 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-02-11T19:32:34,937 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-02-11T19:32:34,940 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-02-11T19:32:34,943 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-02-11T19:32:34,945 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-02-11T19:32:34,949 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-02-11T19:32:34,951 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-02-11T19:32:34,956 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-02-11T19:32:34,961 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-02-11T19:32:34,965 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-02-11T19:32:34,970 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-02-11T19:32:34,975 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-02-11T19:32:34,980 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-02-11T19:32:34,985 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-02-11T19:32:34,990 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-02-11T19:32:34,995 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-02-11T19:32:35,000 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-02-11T19:32:35,004 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-02-11T19:32:35,009 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-02-11T19:32:35,014 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-02-11T19:32:35,016 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-02-11T19:32:35,021 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-02-11T19:32:35,025 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-02-11T19:32:35,027 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-02-11T19:32:35,032 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-02-11T19:32:35,036 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-02-11T19:32:35,041 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-02-11T19:32:35,045 adding 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2026-02-11T19:32:35,099 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-02-11T19:32:35,104 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-02-11T19:32:35,109 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-02-11T19:32:35,113 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-02-11T19:32:35,115 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-02-11T19:32:35,120 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-02-11T19:32:35,124 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-02-11T19:32:35,126 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-02-11T19:32:35,131 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-02-11T19:32:35,135 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-02-11T19:32:35,140 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-02-11T19:32:35,145 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-11T19:32:35,150 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-11T19:32:35,156 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-11T19:32:35,161 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-11T19:32:35,167 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-11T19:32:35,173 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-11T19:32:35,178 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-11T19:32:35,183 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-11T19:32:35,189 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-02-11T19:32:35,194 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-02-11T19:32:35,199 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-02-11T19:32:35,204 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-02-11T19:32:35,208 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-02-11T19:32:35,210 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-02-11T19:32:35,214 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-02-11T19:32:35,219 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-02-11T19:32:35,223 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-02-11T19:32:35,228 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-02-11T19:32:35,232 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-02-11T19:32:35,237 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-02-11T19:32:35,242 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-02-11T19:32:35,246 adding 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2026-02-11T19:32:35,289 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-11T19:32:35,294 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-11T19:32:35,298 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-11T19:32:35,303 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-11T19:32:35,307 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-11T19:32:35,309 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-11T19:32:35,314 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-11T19:32:35,315 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-11T19:32:35,320 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-11T19:32:35,324 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-11T19:32:35,327 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-11T19:32:35,331 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-11T19:32:35,336 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-11T19:32:35,341 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-11T19:32:35,345 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-11T19:32:35,350 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-11T19:32:35,355 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-11T19:32:35,359 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-11T19:32:35,364 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-11T19:32:35,369 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-11T19:32:35,374 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-11T19:32:35,379 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-11T19:32:35,383 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-11T19:32:35,388 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-11T19:32:35,393 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-11T19:32:35,398 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-11T19:32:35,403 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-11T19:32:35,408 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-11T19:32:35,413 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-11T19:32:35,418 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-11T19:32:35,423 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-11T19:32:35,427 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-11T19:32:35,432 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-11T19:32:35,437 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-11T19:32:35,442 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-11T19:32:35,446 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-11T19:32:35,451 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-11T19:32:35,456 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-11T19:32:35,461 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-11T19:32:35,466 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-11T19:32:35,471 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-11T19:32:35,476 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-11T19:32:35,481 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-11T19:32:35,487 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-11T19:32:35,491 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-11T19:32:35,496 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-11T19:32:35,498 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-11T19:32:35,503 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-11T19:32:35,507 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-11T19:32:35,512 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-11T19:32:35,517 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-11T19:32:35,519 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-11T19:32:35,526 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-11T19:32:35,527 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-11T19:32:35,529 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-11T19:32:35,531 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-11T19:32:35,533 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-11T19:32:35,535 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-11T19:32:35,537 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-11T19:32:35,542 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-11T19:32:35,547 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-11T19:32:35,549 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-11T19:32:35,552 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-11T19:32:35,556 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-11T19:32:35,558 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-11T19:32:35,562 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-11T19:32:35,567 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-11T19:32:35,571 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-11T19:32:35,573 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-11T19:32:35,577 adding 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2026-02-11T19:32:35,630 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-02-11T19:32:35,635 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-02-11T19:32:35,640 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-02-11T19:32:35,642 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-02-11T19:32:35,647 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-02-11T19:32:35,652 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-02-11T19:32:35,658 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-02-11T19:32:35,660 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-02-11T19:32:35,661 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-02-11T19:32:35,662 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-02-11T19:32:35,664 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-02-11T19:32:35,668 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-02-11T19:32:35,670 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-02-11T19:32:35,672 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-02-11T19:32:35,674 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-02-11T19:32:35,676 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-02-11T19:32:35,677 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-02-11T19:32:35,679 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-02-11T19:32:35,681 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-02-11T19:32:35,689 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-02-11T19:32:35,693 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-02-11T19:32:35,697 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-02-11T19:32:35,700 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-02-11T19:32:35,702 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-11T19:32:35,703 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-11T19:32:35,708 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-11T19:32:35,712 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-11T19:32:35,714 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-11T19:32:35,719 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-11T19:32:35,724 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-11T19:32:35,729 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-11T19:32:35,733 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-11T19:32:35,738 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-11T19:32:35,743 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-11T19:32:35,745 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-11T19:32:35,750 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-11T19:32:35,755 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-11T19:32:35,761 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-11T19:32:35,766 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-11T19:32:35,768 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-11T19:32:35,774 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-11T19:32:35,780 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-11T19:32:35,786 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-11T19:32:35,792 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-11T19:32:35,795 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-11T19:32:35,796 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-11T19:32:35,798 adding 'snowflake/ml/monitoring/shap.py' 2026-02-11T19:32:35,800 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-11T19:32:35,802 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-11T19:32:35,803 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-11T19:32:35,806 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-11T19:32:35,807 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-11T19:32:35,809 adding 'snowflake/ml/registry/__init__.py' 2026-02-11T19:32:35,812 adding 'snowflake/ml/registry/registry.py' 2026-02-11T19:32:35,816 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-11T19:32:35,818 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-11T19:32:35,820 adding 'snowflake/ml/utils/authentication.py' 2026-02-11T19:32:35,822 adding 'snowflake/ml/utils/connection_params.py' 2026-02-11T19:32:35,824 adding 'snowflake/ml/utils/html_utils.py' 2026-02-11T19:32:35,825 adding 'snowflake/ml/utils/sparse.py' 2026-02-11T19:32:35,827 adding 'snowflake/ml/utils/sql_client.py' 2026-02-11T19:32:35,830 adding 'snowflake_ml_python-1.25.1.dist-info/licenses/LICENSE.txt' 2026-02-11T19:32:35,845 adding 'snowflake_ml_python-1.25.1.dist-info/METADATA' 2026-02-11T19:32:35,846 adding 'snowflake_ml_python-1.25.1.dist-info/WHEEL' 2026-02-11T19:32:35,847 adding 'snowflake_ml_python-1.25.1.dist-info/top_level.txt' 2026-02-11T19:32:35,855 adding 'snowflake_ml_python-1.25.1.dist-info/RECORD' 2026-02-11T19:32:35,883 removing build/bdist.linux-armv7l/wheel 2026-02-11T19:32:36,116 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-11T19:32:36,164 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.25.1-py3-none-any.whl size=2257167 sha256=1fce4e5faefa0d3654b4f2fc310abf13f50bd5870979d4d26538b0a650706b47 2026-02-11T19:32:36,166 Stored in directory: /tmp/pip-ephem-wheel-cache-7x7ny5gn/wheels/b0/8c/e6/a4f9c7fcf756aa3f37180931c114b2f5f5905daca2a5ec8c16 2026-02-11T19:32:36,216 Successfully built snowflake-ml-python 2026-02-11T19:32:36,270 Removed build tracker: '/tmp/pip-build-tracker-hykt5_8z'