2026-02-10T13:26:20,652 Created temporary directory: /tmp/pip-ephem-wheel-cache-uzn8t31a 2026-02-10T13:26:20,654 Created temporary directory: /tmp/pip-build-tracker-54bxvdv7 2026-02-10T13:26:20,655 Initialized build tracking at /tmp/pip-build-tracker-54bxvdv7 2026-02-10T13:26:20,655 Created build tracker: /tmp/pip-build-tracker-54bxvdv7 2026-02-10T13:26:20,656 Entered build tracker: /tmp/pip-build-tracker-54bxvdv7 2026-02-10T13:26:20,656 Created temporary directory: /tmp/pip-wheel-6m6ytw4b 2026-02-10T13:26:20,660 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 2026-02-10T13:26:20,662 Created temporary directory: /tmp/pip-ephem-wheel-cache-305blnbc 2026-02-10T13:26:20,684 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-10T13:26:20,687 2 location(s) to search for versions of snowflake-ml-python: 2026-02-10T13:26:20,687 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-10T13:26:20,687 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-10T13:26:20,688 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-10T13:26:20,689 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-10T13:26:20,690 Found index url https://pypi.org/simple 2026-02-10T13:26:20,905 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-10T13:26:20,925 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.25.1 2026-02-10T13:26:21,011 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/76/d7/8091e68367125c6d596863a322b21621b1372e20487eb0e27f69ebc24e57/snowflake_ml_python-1.26.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-10T13:26:21,011 Found link https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.26.0 2026-02-10T13:26:21,012 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-10T13:26:21,013 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-10T13:26:21,014 Found index url https://www.piwheels.org/simple 2026-02-10T13:26:21,170 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-10T13:26:21,181 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) 2026-02-10T13:26:21,182 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) 2026-02-10T13:26:21,182 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) 2026-02-10T13:26:21,183 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) 2026-02-10T13:26:21,183 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) 2026-02-10T13:26:21,184 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) 2026-02-10T13:26:21,184 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) 2026-02-10T13:26:21,185 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) 2026-02-10T13:26:21,186 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) 2026-02-10T13:26:21,186 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) 2026-02-10T13:26:21,187 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) 2026-02-10T13:26:21,187 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) 2026-02-10T13:26:21,188 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.12.0-py3-none-any.whl#sha256=fa029aa3cbd1e190cb24328c6479d923cd2019a720fa5ac83ae41fbb0387d1b4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-10T13:26:21,188 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2026-02-10T13:26:21,191 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) 2026-02-10T13:26:21,192 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) 2026-02-10T13:26:21,193 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) 2026-02-10T13:26:21,193 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) 2026-02-10T13:26:21,194 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-10T13:26:21,194 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.12,>=3.9) 2026-02-10T13:26:21,198 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) 2026-02-10T13:26:21,198 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) 2026-02-10T13:26:21,199 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) 2026-02-10T13:26:21,199 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) 2026-02-10T13:26:21,200 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) 2026-02-10T13:26:21,200 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) 2026-02-10T13:26:21,201 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-10T13:26:21,201 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-10T13:26:21,225 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-10T13:26:21,243 Collecting snowflake-ml-python==1.25.0 2026-02-10T13:26:21,245 Created temporary directory: /tmp/pip-unpack-enzakar0 2026-02-10T13:26:21,464 Downloading snowflake_ml_python-1.25.0.tar.gz (1.9 MB) 2026-02-10T13:26:23,047 Added snowflake-ml-python==1.25.0 from https://files.pythonhosted.org/packages/68/bb/50f736fa1efd7b6b8bcaefe2887dd9def06df28f826b648be4a638c4be0b/snowflake_ml_python-1.25.0.tar.gz to build tracker '/tmp/pip-build-tracker-54bxvdv7' 2026-02-10T13:26:23,053 Created temporary directory: /tmp/pip-build-env-ozeufm43 2026-02-10T13:26:23,058 Installing build dependencies: started 2026-02-10T13:26:23,059 Running command pip subprocess to install build dependencies 2026-02-10T13:26:24,229 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-10T13:26:24,805 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 2026-02-10T13:26:24,827 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-10T13:26:26,564 Collecting setuptools>=61.0 2026-02-10T13:26:26,584 Using cached setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-02-10T13:26:29,601 Installing collected packages: setuptools 2026-02-10T13:26:32,762 Successfully installed setuptools-82.0.0 2026-02-10T13:26:33,026 Installing build dependencies: finished with status 'done' 2026-02-10T13:26:33,032 Getting requirements to build wheel: started 2026-02-10T13:26:33,034 Running command Getting requirements to build wheel 2026-02-10T13:26:33,698 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-10T13:26:33,699 !! 2026-02-10T13:26:33,700 ******************************************************************************** 2026-02-10T13:26:33,700 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). 2026-02-10T13:26:33,701 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-10T13:26:33,702 or your builds will no longer be supported. 2026-02-10T13:26:33,703 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:33,703 ******************************************************************************** 2026-02-10T13:26:33,704 !! 2026-02-10T13:26:33,704 corresp(dist, value, root_dir) 2026-02-10T13:26:33,790 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-10T13:26:33,791 !! 2026-02-10T13:26:33,792 ******************************************************************************** 2026-02-10T13:26:33,792 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-10T13:26:33,794 License :: OSI Approved :: Apache Software License 2026-02-10T13:26:33,795 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:33,795 ******************************************************************************** 2026-02-10T13:26:33,796 !! 2026-02-10T13:26:33,797 dist._finalize_license_expression() 2026-02-10T13:26:33,803 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-10T13:26:33,804 !! 2026-02-10T13:26:33,805 ******************************************************************************** 2026-02-10T13:26:33,805 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-10T13:26:33,806 License :: OSI Approved :: Apache Software License 2026-02-10T13:26:33,808 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:33,808 ******************************************************************************** 2026-02-10T13:26:33,809 !! 2026-02-10T13:26:33,810 self._finalize_license_expression() 2026-02-10T13:26:33,811 running egg_info 2026-02-10T13:26:33,817 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-10T13:26:33,837 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-10T13:26:33,848 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-10T13:26:33,849 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-10T13:26:34,056 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:34,082 adding license file 'LICENSE.txt' 2026-02-10T13:26:34,111 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:34,209 Getting requirements to build wheel: finished with status 'done' 2026-02-10T13:26:34,212 Created temporary directory: /tmp/pip-modern-metadata-s5w_45in 2026-02-10T13:26:34,215 Preparing metadata (pyproject.toml): started 2026-02-10T13:26:34,216 Running command Preparing metadata (pyproject.toml) 2026-02-10T13:26:34,831 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-10T13:26:34,832 !! 2026-02-10T13:26:34,833 ******************************************************************************** 2026-02-10T13:26:34,834 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). 2026-02-10T13:26:34,835 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-10T13:26:34,836 or your builds will no longer be supported. 2026-02-10T13:26:34,837 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:34,837 ******************************************************************************** 2026-02-10T13:26:34,838 !! 2026-02-10T13:26:34,839 corresp(dist, value, root_dir) 2026-02-10T13:26:34,920 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-10T13:26:34,920 !! 2026-02-10T13:26:34,921 ******************************************************************************** 2026-02-10T13:26:34,922 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-10T13:26:34,923 License :: OSI Approved :: Apache Software License 2026-02-10T13:26:34,924 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:34,924 ******************************************************************************** 2026-02-10T13:26:34,925 !! 2026-02-10T13:26:34,926 dist._finalize_license_expression() 2026-02-10T13:26:34,933 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-10T13:26:34,934 !! 2026-02-10T13:26:34,935 ******************************************************************************** 2026-02-10T13:26:34,936 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-10T13:26:34,937 License :: OSI Approved :: Apache Software License 2026-02-10T13:26:34,938 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:34,939 ******************************************************************************** 2026-02-10T13:26:34,940 !! 2026-02-10T13:26:34,940 self._finalize_license_expression() 2026-02-10T13:26:34,941 running dist_info 2026-02-10T13:26:34,950 creating /tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info 2026-02-10T13:26:34,951 writing /tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/PKG-INFO 2026-02-10T13:26:34,970 writing dependency_links to /tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-10T13:26:34,982 writing requirements to /tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/requires.txt 2026-02-10T13:26:34,983 writing top-level names to /tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/top_level.txt 2026-02-10T13:26:34,984 writing manifest file '/tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:35,158 reading manifest file '/tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:35,160 adding license file 'LICENSE.txt' 2026-02-10T13:26:35,183 writing manifest file '/tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:35,185 creating '/tmp/pip-modern-metadata-s5w_45in/snowflake_ml_python-1.25.0.dist-info' 2026-02-10T13:26:35,314 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-10T13:26:35,328 Source in /tmp/pip-wheel-6m6ytw4b/snowflake-ml-python_ace912b5ce0e41ae91d8e46bc7d1f5d7 has version 1.25.0, which satisfies requirement snowflake-ml-python==1.25.0 from https://files.pythonhosted.org/packages/68/bb/50f736fa1efd7b6b8bcaefe2887dd9def06df28f826b648be4a638c4be0b/snowflake_ml_python-1.25.0.tar.gz 2026-02-10T13:26:35,329 Removed snowflake-ml-python==1.25.0 from https://files.pythonhosted.org/packages/68/bb/50f736fa1efd7b6b8bcaefe2887dd9def06df28f826b648be4a638c4be0b/snowflake_ml_python-1.25.0.tar.gz from build tracker '/tmp/pip-build-tracker-54bxvdv7' 2026-02-10T13:26:35,352 Created temporary directory: /tmp/pip-unpack-05g7s1jt 2026-02-10T13:26:35,353 Building wheels for collected packages: snowflake-ml-python 2026-02-10T13:26:35,357 Created temporary directory: /tmp/pip-wheel-n8_m4t09 2026-02-10T13:26:35,358 Destination directory: /tmp/pip-wheel-n8_m4t09 2026-02-10T13:26:35,360 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-10T13:26:35,361 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-10T13:26:35,954 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-10T13:26:35,954 !! 2026-02-10T13:26:35,956 ******************************************************************************** 2026-02-10T13:26:35,956 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). 2026-02-10T13:26:35,957 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-10T13:26:35,957 or your builds will no longer be supported. 2026-02-10T13:26:35,958 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:35,959 ******************************************************************************** 2026-02-10T13:26:35,960 !! 2026-02-10T13:26:35,961 corresp(dist, value, root_dir) 2026-02-10T13:26:36,035 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-10T13:26:36,035 !! 2026-02-10T13:26:36,037 ******************************************************************************** 2026-02-10T13:26:36,037 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-10T13:26:36,038 License :: OSI Approved :: Apache Software License 2026-02-10T13:26:36,039 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:36,040 ******************************************************************************** 2026-02-10T13:26:36,041 !! 2026-02-10T13:26:36,042 dist._finalize_license_expression() 2026-02-10T13:26:36,049 /tmp/pip-build-env-ozeufm43/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-10T13:26:36,050 !! 2026-02-10T13:26:36,051 ******************************************************************************** 2026-02-10T13:26:36,052 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-10T13:26:36,053 License :: OSI Approved :: Apache Software License 2026-02-10T13:26:36,054 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-10T13:26:36,055 ******************************************************************************** 2026-02-10T13:26:36,056 !! 2026-02-10T13:26:36,056 self._finalize_license_expression() 2026-02-10T13:26:36,057 running bdist_wheel 2026-02-10T13:26:36,071 running build 2026-02-10T13:26:36,072 running build_py 2026-02-10T13:26:36,078 creating build/lib/snowflake/ml 2026-02-10T13:26:36,081 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-10T13:26:36,085 creating build/lib/snowflake/cortex 2026-02-10T13:26:36,086 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,088 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,090 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,092 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,094 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,096 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,098 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,099 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,102 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,104 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,106 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,109 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-10T13:26:36,111 creating build/lib/snowflake/ml/model 2026-02-10T13:26:36,112 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,115 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,117 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,119 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,121 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,123 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,125 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,127 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,129 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,131 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,133 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,136 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-10T13:26:36,139 creating build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,140 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,142 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,144 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,147 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,149 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,152 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,154 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,157 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,159 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-10T13:26:36,161 creating build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,162 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,165 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,168 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,170 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,172 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,177 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,179 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,182 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,185 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-10T13:26:36,187 creating build/lib/snowflake/ml/experiment 2026-02-10T13:26:36,188 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-10T13:26:36,190 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-10T13:26:36,192 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-10T13:26:36,194 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-10T13:26:36,197 creating build/lib/snowflake/ml/utils 2026-02-10T13:26:36,198 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-10T13:26:36,200 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-10T13:26:36,202 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-10T13:26:36,205 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-10T13:26:36,207 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-10T13:26:36,209 creating build/lib/snowflake/ml/data 2026-02-10T13:26:36,210 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-10T13:26:36,212 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-10T13:26:36,215 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-10T13:26:36,216 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-10T13:26:36,218 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-10T13:26:36,220 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-10T13:26:36,223 creating build/lib/snowflake/ml/lineage 2026-02-10T13:26:36,224 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-10T13:26:36,226 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-10T13:26:36,229 creating build/lib/snowflake/ml/jobs 2026-02-10T13:26:36,230 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-10T13:26:36,232 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-10T13:26:36,234 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-10T13:26:36,237 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-10T13:26:36,239 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-10T13:26:36,242 creating build/lib/snowflake/ml/dataset 2026-02-10T13:26:36,243 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-10T13:26:36,245 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-10T13:26:36,248 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-10T13:26:36,250 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-10T13:26:36,253 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-10T13:26:36,255 creating build/lib/snowflake/ml/registry 2026-02-10T13:26:36,256 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-10T13:26:36,258 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-10T13:26:36,261 creating build/lib/snowflake/ml/fileset 2026-02-10T13:26:36,263 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-10T13:26:36,265 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-10T13:26:36,268 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-10T13:26:36,270 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-10T13:26:36,272 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-10T13:26:36,276 creating build/lib/snowflake/ml/monitoring 2026-02-10T13:26:36,277 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-10T13:26:36,279 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-10T13:26:36,281 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-10T13:26:36,284 creating build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,285 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,288 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,291 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,293 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,295 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,298 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,300 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,302 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,304 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,306 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-10T13:26:36,309 creating build/lib/snowflake/ml/model/_model_composer 2026-02-10T13:26:36,310 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-10T13:26:36,313 creating build/lib/snowflake/ml/model/models 2026-02-10T13:26:36,314 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-10T13:26:36,316 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-10T13:26:36,319 creating build/lib/snowflake/ml/model/_packager 2026-02-10T13:26:36,320 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-10T13:26:36,322 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-10T13:26:36,325 creating build/lib/snowflake/ml/model/_client/model 2026-02-10T13:26:36,327 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-10T13:26:36,330 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-10T13:26:36,332 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-10T13:26:36,335 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-10T13:26:36,338 creating build/lib/snowflake/ml/model/_client/ops 2026-02-10T13:26:36,339 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-10T13:26:36,341 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-10T13:26:36,343 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-10T13:26:36,346 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-10T13:26:36,350 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-10T13:26:36,353 creating build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,354 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,356 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,358 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,361 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,363 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,365 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-10T13:26:36,367 creating build/lib/snowflake/ml/model/_client/service 2026-02-10T13:26:36,368 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-10T13:26:36,370 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-10T13:26:36,372 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-10T13:26:36,375 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:36,376 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:36,378 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:36,381 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:36,383 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:36,385 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-10T13:26:36,386 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-10T13:26:36,389 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-10T13:26:36,390 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-10T13:26:36,392 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-10T13:26:36,395 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,396 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,399 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,401 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,404 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,407 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,409 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,412 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,414 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,417 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,419 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,422 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,424 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,427 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,429 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,432 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,434 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:36,437 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:36,438 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:36,440 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:36,441 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:36,443 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:36,445 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:36,447 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-10T13:26:36,448 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-10T13:26:36,451 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-10T13:26:36,453 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-10T13:26:36,454 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-10T13:26:36,457 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-10T13:26:36,458 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-10T13:26:36,461 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-10T13:26:36,462 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-10T13:26:36,464 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-10T13:26:36,466 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-10T13:26:36,469 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:36,470 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:36,472 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:36,474 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:36,477 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:36,478 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:36,480 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:36,483 creating build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,484 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,486 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,488 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,490 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,492 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,494 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,497 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,499 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,501 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,503 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,505 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,507 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,509 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,511 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,514 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,516 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,518 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,520 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-10T13:26:36,523 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,524 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,526 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,527 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,529 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,531 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,533 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,535 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,536 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,539 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-10T13:26:36,541 creating build/lib/snowflake/ml/_internal/lineage 2026-02-10T13:26:36,542 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-10T13:26:36,545 creating build/lib/snowflake/ml/feature_store/examples 2026-02-10T13:26:36,545 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-10T13:26:36,548 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-10T13:26:36,549 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-10T13:26:36,551 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-10T13:26:36,552 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-10T13:26:36,555 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-10T13:26:36,555 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-10T13:26:36,558 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-10T13:26:36,559 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-10T13:26:36,561 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-10T13:26:36,562 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-10T13:26:36,564 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-10T13:26:36,567 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-10T13:26:36,568 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 2026-02-10T13:26:36,570 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 2026-02-10T13:26:36,572 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-10T13:26:36,573 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 2026-02-10T13:26:36,575 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 2026-02-10T13:26:36,577 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-10T13:26:36,578 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-10T13:26:36,580 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-10T13:26:36,582 creating build/lib/snowflake/ml/experiment/_entities 2026-02-10T13:26:36,583 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-10T13:26:36,585 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-10T13:26:36,587 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-10T13:26:36,589 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-10T13:26:36,591 creating build/lib/snowflake/ml/experiment/callback 2026-02-10T13:26:36,592 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-10T13:26:36,595 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-10T13:26:36,597 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-10T13:26:36,599 creating build/lib/snowflake/ml/experiment/_client 2026-02-10T13:26:36,600 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-10T13:26:36,602 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-10T13:26:36,605 creating build/lib/snowflake/ml/data/_internal 2026-02-10T13:26:36,606 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-10T13:26:36,609 creating build/lib/snowflake/ml/modeling/manifold 2026-02-10T13:26:36,610 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-10T13:26:36,614 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-10T13:26:36,615 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-10T13:26:36,618 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-10T13:26:36,621 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-10T13:26:36,625 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,627 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,630 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,633 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,638 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,641 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,646 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,649 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,652 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,656 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,659 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,662 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,665 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,668 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,671 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,674 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,677 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,680 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,683 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,686 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,688 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,691 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,694 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,697 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,700 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,703 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,706 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,709 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,712 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,716 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,719 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,722 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,725 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,728 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,731 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,734 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,737 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-10T13:26:36,740 creating build/lib/snowflake/ml/modeling/calibration 2026-02-10T13:26:36,741 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-10T13:26:36,745 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-10T13:26:36,747 creating build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,748 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,751 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,753 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,755 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,757 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,759 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-10T13:26:36,762 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-10T13:26:36,763 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-10T13:26:36,767 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-10T13:26:36,770 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-10T13:26:36,774 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-10T13:26:36,776 creating build/lib/snowflake/ml/modeling/impute 2026-02-10T13:26:36,777 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-10T13:26:36,781 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-10T13:26:36,783 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-10T13:26:36,785 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-10T13:26:36,788 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-10T13:26:36,792 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:36,794 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:36,797 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:36,798 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:36,802 creating build/lib/snowflake/ml/modeling/parameters 2026-02-10T13:26:36,803 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-10T13:26:36,805 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-10T13:26:36,807 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-10T13:26:36,810 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:36,811 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:36,814 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:36,816 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:36,820 creating build/lib/snowflake/ml/modeling/tree 2026-02-10T13:26:36,821 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-10T13:26:36,824 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-10T13:26:36,828 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-10T13:26:36,832 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-10T13:26:36,833 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-10T13:26:36,837 creating build/lib/snowflake/ml/modeling/compose 2026-02-10T13:26:36,838 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-10T13:26:36,841 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-10T13:26:36,843 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-10T13:26:36,847 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,848 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,852 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,856 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,858 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,861 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,864 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:36,868 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,869 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,872 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,875 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,878 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,881 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,883 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,886 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,889 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,893 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:36,896 creating build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,897 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,901 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,904 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,906 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,909 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,913 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,916 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-10T13:26:36,920 creating build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,921 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,925 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,928 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,931 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,934 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,937 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,940 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,944 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,947 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,950 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,952 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,956 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,959 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,963 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-10T13:26:36,966 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:36,967 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:36,969 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:36,973 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:36,977 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-10T13:26:36,978 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-10T13:26:36,981 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-10T13:26:36,983 creating build/lib/snowflake/ml/modeling/framework 2026-02-10T13:26:36,984 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-10T13:26:36,987 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-10T13:26:36,991 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:36,992 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:36,995 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:36,998 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,001 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,005 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,008 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,013 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,017 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,022 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,025 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,030 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,034 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,038 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,042 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,047 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,051 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,055 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-10T13:26:37,060 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,061 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,066 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,070 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,074 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,079 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,083 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,086 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,091 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,096 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,101 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-10T13:26:37,107 creating build/lib/snowflake/ml/modeling/mixture 2026-02-10T13:26:37,109 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-10T13:26:37,113 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-10T13:26:37,115 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-10T13:26:37,120 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,121 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,124 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,128 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,132 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,135 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,137 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,140 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,143 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,147 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,150 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,152 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,155 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:37,159 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-10T13:26:37,160 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-10T13:26:37,162 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-10T13:26:37,166 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-10T13:26:37,169 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-10T13:26:37,171 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-10T13:26:37,173 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-10T13:26:37,177 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-10T13:26:37,179 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-10T13:26:37,181 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-10T13:26:37,185 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-10T13:26:37,189 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,191 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,195 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,198 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,202 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,206 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,210 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,212 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,216 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,219 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,222 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,225 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-10T13:26:37,229 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,230 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,234 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,237 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,240 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,242 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,245 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:37,249 creating build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,250 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,254 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,257 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,261 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,264 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,268 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,270 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,273 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,277 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-10T13:26:37,281 creating build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,282 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,284 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,287 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,290 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,293 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,294 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,297 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-10T13:26:37,300 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-10T13:26:37,302 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-10T13:26:37,306 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-10T13:26:37,310 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-10T13:26:37,312 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-10T13:26:37,315 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-10T13:26:37,320 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-10T13:26:37,321 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-10T13:26:37,325 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-10T13:26:37,326 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-10T13:26:37,330 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-10T13:26:37,335 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-10T13:26:37,336 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-10T13:26:37,339 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-10T13:26:37,342 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:37,343 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:37,346 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:37,348 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:37,351 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:37,354 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:37,357 creating build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,358 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,360 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,362 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,364 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,367 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,369 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,371 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,372 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,374 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-10T13:26:37,376 creating build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,377 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,379 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,381 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,384 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,386 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,388 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,391 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,392 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-10T13:26:37,395 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,396 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,398 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,400 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,402 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,405 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,407 creating build/lib/snowflake/ml/registry/_manager 2026-02-10T13:26:37,408 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-10T13:26:37,411 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-10T13:26:37,414 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-10T13:26:37,415 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-10T13:26:37,417 creating build/lib/snowflake/ml/monitoring/entities 2026-02-10T13:26:37,418 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-10T13:26:37,421 creating build/lib/snowflake/ml/monitoring/_client 2026-02-10T13:26:37,422 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-10T13:26:37,426 running egg_info 2026-02-10T13:26:37,436 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-10T13:26:37,454 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-10T13:26:37,465 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-10T13:26:37,466 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-10T13:26:37,626 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:37,651 adding license file 'LICENSE.txt' 2026-02-10T13:26:37,680 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-10T13:26:37,828 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:37,830 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:37,832 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:37,850 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:37,852 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:37,867 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-10T13:26:37,869 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-10T13:26:37,872 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-10T13:26:37,874 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:37,875 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:37,877 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:37,880 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:37,882 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:37,884 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:37,886 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-10T13:26:37,988 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,990 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:37,997 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-10T13:26:37,998 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-10T13:26:38,000 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-10T13:26:38,054 installing to build/bdist.linux-armv7l/wheel 2026-02-10T13:26:38,055 running install 2026-02-10T13:26:38,077 running install_lib 2026-02-10T13:26:38,083 creating build/bdist.linux-armv7l/wheel 2026-02-10T13:26:38,085 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-10T13:26:38,087 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-10T13:26:38,088 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-10T13:26:38,090 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-10T13:26:38,091 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,094 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,097 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-10T13:26:38,098 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-10T13:26:38,099 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-10T13:26:38,103 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-10T13:26:38,105 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-10T13:26:38,107 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-10T13:26:38,110 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-10T13:26:38,111 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-10T13:26:38,114 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-10T13:26:38,115 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-10T13:26:38,119 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-10T13:26:38,122 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-10T13:26:38,125 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-10T13:26:38,126 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-10T13:26:38,129 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-10T13:26:38,131 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-10T13:26:38,133 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-10T13:26:38,136 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-10T13:26:38,137 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-10T13:26:38,140 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-10T13:26:38,141 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-10T13:26:38,143 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-10T13:26:38,145 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-10T13:26:38,148 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,150 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,152 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,154 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,156 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-10T13:26:38,157 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,160 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,162 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,165 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,167 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,169 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,171 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,174 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,175 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,178 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-10T13:26:38,180 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,182 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-10T13:26:38,184 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:38,185 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:38,187 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 2026-02-10T13:26:38,189 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-10T13:26:38,191 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 2026-02-10T13:26:38,193 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 2026-02-10T13:26:38,195 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 2026-02-10T13:26:38,197 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 2026-02-10T13:26:38,199 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-10T13:26:38,200 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 2026-02-10T13:26:38,202 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-10T13:26:38,203 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 2026-02-10T13:26:38,206 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 2026-02-10T13:26:38,208 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-10T13:26:38,210 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,212 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,214 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,216 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,219 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-10T13:26:38,222 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-10T13:26:38,223 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-10T13:26:38,225 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-10T13:26:38,228 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-10T13:26:38,230 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,231 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,234 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,236 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,239 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,241 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,244 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,246 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,248 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,252 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,254 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,256 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,259 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,261 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,264 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,266 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,269 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-10T13:26:38,272 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-10T13:26:38,273 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 2026-02-10T13:26:38,275 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 2026-02-10T13:26:38,277 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 2026-02-10T13:26:38,279 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 2026-02-10T13:26:38,281 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 2026-02-10T13:26:38,283 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-10T13:26:38,284 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-10T13:26:38,286 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 2026-02-10T13:26:38,289 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-10T13:26:38,290 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-10T13:26:38,293 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-10T13:26:38,296 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-10T13:26:38,297 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-10T13:26:38,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-10T13:26:38,301 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 2026-02-10T13:26:38,303 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 2026-02-10T13:26:38,305 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 2026-02-10T13:26:38,307 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:38,308 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:38,311 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:38,313 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-10T13:26:38,315 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-10T13:26:38,318 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-10T13:26:38,319 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:38,321 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:38,323 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:38,324 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:38,326 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-10T13:26:38,328 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,331 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-10T13:26:38,332 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,334 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,336 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,338 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,340 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,343 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,345 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,347 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,349 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,352 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,354 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,356 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,358 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,360 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,363 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,365 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,368 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,370 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-10T13:26:38,372 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,374 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,376 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,378 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,379 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,381 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,384 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,385 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,387 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,390 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-10T13:26:38,391 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,393 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,397 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-10T13:26:38,398 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-10T13:26:38,400 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,402 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,405 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,407 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,410 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,412 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-10T13:26:38,414 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-10T13:26:38,415 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,418 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,421 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,423 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,426 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,431 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,434 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,437 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,440 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-10T13:26:38,442 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-10T13:26:38,443 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-10T13:26:38,446 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-10T13:26:38,447 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-10T13:26:38,449 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-10T13:26:38,450 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 2026-02-10T13:26:38,453 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 2026-02-10T13:26:38,455 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-10T13:26:38,457 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-10T13:26:38,458 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 2026-02-10T13:26:38,461 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-10T13:26:38,462 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 2026-02-10T13:26:38,464 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 2026-02-10T13:26:38,466 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 2026-02-10T13:26:38,469 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-10T13:26:38,470 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 2026-02-10T13:26:38,473 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-10T13:26:38,474 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 2026-02-10T13:26:38,476 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 2026-02-10T13:26:38,478 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 2026-02-10T13:26:38,481 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:38,482 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 2026-02-10T13:26:38,484 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 2026-02-10T13:26:38,486 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-10T13:26:38,487 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 2026-02-10T13:26:38,489 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 2026-02-10T13:26:38,491 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-10T13:26:38,493 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 2026-02-10T13:26:38,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-10T13:26:38,496 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 2026-02-10T13:26:38,498 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 2026-02-10T13:26:38,500 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 2026-02-10T13:26:38,503 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-10T13:26:38,504 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-10T13:26:38,506 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-10T13:26:38,508 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-10T13:26:38,510 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-10T13:26:38,512 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-10T13:26:38,514 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-10T13:26:38,516 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-10T13:26:38,517 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-10T13:26:38,520 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-10T13:26:38,522 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-10T13:26:38,526 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-10T13:26:38,527 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-10T13:26:38,530 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-10T13:26:38,533 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-10T13:26:38,535 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-10T13:26:38,537 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-10T13:26:38,541 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-10T13:26:38,543 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-10T13:26:38,545 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-10T13:26:38,548 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-10T13:26:38,551 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-10T13:26:38,553 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-10T13:26:38,556 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-10T13:26:38,558 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-10T13:26:38,562 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-10T13:26:38,563 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-10T13:26:38,566 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-10T13:26:38,569 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-10T13:26:38,571 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-10T13:26:38,573 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-10T13:26:38,576 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-10T13:26:38,579 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-10T13:26:38,581 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-10T13:26:38,583 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-10T13:26:38,587 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-10T13:26:38,589 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-10T13:26:38,593 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-10T13:26:38,598 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-10T13:26:38,604 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,606 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,611 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,616 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,621 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,626 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,631 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,636 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,641 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,646 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,651 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,656 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,661 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,666 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,671 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,676 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,681 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,686 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,690 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,694 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,697 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,702 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,707 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,712 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,717 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,722 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,726 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,730 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,734 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,738 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,741 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,745 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,749 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,753 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,757 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,760 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,764 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-10T13:26:38,769 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-10T13:26:38,770 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-10T13:26:38,774 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-10T13:26:38,777 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-10T13:26:38,778 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-10T13:26:38,781 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-10T13:26:38,783 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-10T13:26:38,786 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-10T13:26:38,789 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-10T13:26:38,791 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-10T13:26:38,794 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-10T13:26:38,796 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-10T13:26:38,798 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-10T13:26:38,802 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:38,803 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 2026-02-10T13:26:38,806 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:38,809 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:38,813 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-10T13:26:38,817 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 2026-02-10T13:26:38,820 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-10T13:26:38,821 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-10T13:26:38,825 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-10T13:26:38,829 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-10T13:26:38,833 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-10T13:26:38,836 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-10T13:26:38,837 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-10T13:26:38,841 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-10T13:26:38,844 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-10T13:26:38,846 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-10T13:26:38,850 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-10T13:26:38,854 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:38,856 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:38,860 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:38,862 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-10T13:26:38,866 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-10T13:26:38,868 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-10T13:26:38,870 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-10T13:26:38,873 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-10T13:26:38,875 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:38,877 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:38,881 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:38,883 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-10T13:26:38,887 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-10T13:26:38,888 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-10T13:26:38,892 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-10T13:26:38,895 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-10T13:26:38,898 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-10T13:26:38,900 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-10T13:26:38,903 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-10T13:26:38,904 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-10T13:26:38,908 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-10T13:26:38,909 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-10T13:26:38,913 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,914 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,918 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,921 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,923 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,926 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,929 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-10T13:26:38,933 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,934 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,937 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,942 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,945 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,948 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,950 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,953 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,956 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,959 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-10T13:26:38,963 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-10T13:26:38,964 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,968 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,971 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,973 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,976 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,979 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,982 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-10T13:26:38,986 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-10T13:26:38,987 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:38,990 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:38,994 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:38,997 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,001 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,005 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,008 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,011 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,015 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,018 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,020 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,023 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,026 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,029 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-10T13:26:39,033 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:39,034 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:39,036 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:39,040 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-10T13:26:39,044 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-10T13:26:39,045 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-10T13:26:39,049 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-10T13:26:39,052 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-10T13:26:39,053 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-10T13:26:39,056 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-10T13:26:39,059 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,060 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,064 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,067 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,071 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,074 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,078 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,081 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,084 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,087 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,089 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,092 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,096 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,099 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,102 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,106 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,109 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,112 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-10T13:26:39,116 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,117 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,120 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,123 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,127 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,130 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,134 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,135 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,139 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,142 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,146 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-10T13:26:39,149 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-10T13:26:39,150 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-10T13:26:39,154 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-10T13:26:39,156 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-10T13:26:39,160 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,161 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,164 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,167 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,171 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,173 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,175 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,178 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,180 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,183 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,185 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,188 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,190 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-10T13:26:39,193 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-10T13:26:39,194 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-10T13:26:39,196 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-10T13:26:39,199 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-10T13:26:39,202 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-10T13:26:39,203 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-10T13:26:39,205 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-10T13:26:39,209 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-10T13:26:39,210 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-10T13:26:39,212 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-10T13:26:39,215 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-10T13:26:39,218 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,219 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,223 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,226 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,229 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,233 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,236 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,238 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,241 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,245 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,248 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,251 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-10T13:26:39,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,256 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,260 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,263 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,265 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,267 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,270 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-10T13:26:39,274 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-10T13:26:39,276 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,279 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,283 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,287 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,290 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,294 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,296 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,299 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,303 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-10T13:26:39,307 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-10T13:26:39,308 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,311 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,314 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,318 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,321 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,323 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,326 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-10T13:26:39,329 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-10T13:26:39,331 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-10T13:26:39,335 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-10T13:26:39,339 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-10T13:26:39,341 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-10T13:26:39,345 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-10T13:26:39,349 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-10T13:26:39,350 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-10T13:26:39,354 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-10T13:26:39,356 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-10T13:26:39,360 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-10T13:26:39,364 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-10T13:26:39,365 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-10T13:26:39,368 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-10T13:26:39,371 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-10T13:26:39,373 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-10T13:26:39,374 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,376 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,378 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,381 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,383 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,385 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,388 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,389 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,391 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,393 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,395 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,397 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,400 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,403 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-10T13:26:39,405 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,406 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,408 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-10T13:26:39,411 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-10T13:26:39,412 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,414 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,416 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,419 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,421 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,423 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,426 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,428 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-10T13:26:39,430 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-10T13:26:39,433 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-10T13:26:39,435 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-10T13:26:39,438 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-10T13:26:39,441 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-10T13:26:39,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-10T13:26:39,446 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-10T13:26:39,449 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-10T13:26:39,451 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-10T13:26:39,455 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-10T13:26:39,457 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-10T13:26:39,460 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-10T13:26:39,462 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-10T13:26:39,463 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-10T13:26:39,466 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-10T13:26:39,470 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-10T13:26:39,472 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-10T13:26:39,476 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-10T13:26:39,477 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-10T13:26:39,481 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-10T13:26:39,483 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-10T13:26:39,486 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-10T13:26:39,489 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-10T13:26:39,493 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-10T13:26:39,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-10T13:26:39,496 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-10T13:26:39,499 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-10T13:26:39,501 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-10T13:26:39,503 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-10T13:26:39,506 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-10T13:26:39,508 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-10T13:26:39,512 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-10T13:26:39,513 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-10T13:26:39,515 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-10T13:26:39,517 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-10T13:26:39,520 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-10T13:26:39,524 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-10T13:26:39,525 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,527 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,529 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,531 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,533 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,535 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,537 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,539 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,541 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,544 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,546 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,548 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-10T13:26:39,550 running install_egg_info 2026-02-10T13:26:39,555 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.25.0-py3.11.egg-info 2026-02-10T13:26:39,567 running install_scripts 2026-02-10T13:26:39,581 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.25.0.dist-info/WHEEL 2026-02-10T13:26:39,584 creating '/tmp/pip-wheel-n8_m4t09/.tmp-ifk3vwz6/snowflake_ml_python-1.25.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-10T13:26:39,587 adding 'snowflake/cortex/__init__.py' 2026-02-10T13:26:39,588 adding 'snowflake/cortex/_classify_text.py' 2026-02-10T13:26:39,591 adding 'snowflake/cortex/_complete.py' 2026-02-10T13:26:39,593 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-10T13:26:39,594 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-10T13:26:39,596 adding 'snowflake/cortex/_extract_answer.py' 2026-02-10T13:26:39,597 adding 'snowflake/cortex/_finetune.py' 2026-02-10T13:26:39,599 adding 'snowflake/cortex/_sentiment.py' 2026-02-10T13:26:39,600 adding 'snowflake/cortex/_sse_client.py' 2026-02-10T13:26:39,602 adding 'snowflake/cortex/_summarize.py' 2026-02-10T13:26:39,603 adding 'snowflake/cortex/_translate.py' 2026-02-10T13:26:39,605 adding 'snowflake/cortex/_util.py' 2026-02-10T13:26:39,606 adding 'snowflake/ml/version.py' 2026-02-10T13:26:39,608 adding 'snowflake/ml/_internal/env.py' 2026-02-10T13:26:39,612 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-10T13:26:39,615 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-10T13:26:39,616 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-10T13:26:39,618 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-10T13:26:39,620 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-10T13:26:39,621 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-10T13:26:39,626 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-10T13:26:39,628 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-10T13:26:39,630 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-10T13:26:39,631 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-10T13:26:39,632 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-10T13:26:39,633 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-10T13:26:39,635 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-10T13:26:39,636 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-10T13:26:39,637 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-10T13:26:39,638 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-10T13:26:39,640 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-10T13:26:39,641 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-10T13:26:39,643 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-10T13:26:39,644 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-10T13:26:39,645 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-10T13:26:39,647 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-10T13:26:39,650 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-10T13:26:39,651 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-10T13:26:39,653 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-10T13:26:39,655 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-10T13:26:39,656 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-10T13:26:39,658 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-10T13:26:39,660 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-10T13:26:39,661 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-10T13:26:39,663 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-10T13:26:39,666 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-10T13:26:39,667 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-10T13:26:39,670 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-10T13:26:39,671 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-10T13:26:39,673 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-10T13:26:39,675 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-10T13:26:39,676 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-10T13:26:39,677 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-10T13:26:39,678 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-10T13:26:39,680 adding 'snowflake/ml/data/__init__.py' 2026-02-10T13:26:39,682 adding 'snowflake/ml/data/data_connector.py' 2026-02-10T13:26:39,683 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-10T13:26:39,684 adding 'snowflake/ml/data/data_source.py' 2026-02-10T13:26:39,686 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-10T13:26:39,687 adding 'snowflake/ml/data/torch_utils.py' 2026-02-10T13:26:39,690 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-10T13:26:39,691 adding 'snowflake/ml/dataset/__init__.py' 2026-02-10T13:26:39,694 adding 'snowflake/ml/dataset/dataset.py' 2026-02-10T13:26:39,695 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-10T13:26:39,697 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-10T13:26:39,698 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-10T13:26:39,700 adding 'snowflake/ml/experiment/__init__.py' 2026-02-10T13:26:39,701 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-10T13:26:39,704 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-10T13:26:39,706 adding 'snowflake/ml/experiment/utils.py' 2026-02-10T13:26:39,707 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-10T13:26:39,709 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-10T13:26:39,710 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-10T13:26:39,712 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-10T13:26:39,713 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-10T13:26:39,714 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-10T13:26:39,716 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-10T13:26:39,718 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-10T13:26:39,719 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-10T13:26:39,721 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-10T13:26:39,723 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-10T13:26:39,725 adding 'snowflake/ml/feature_store/aggregation.py' 2026-02-10T13:26:39,726 adding 'snowflake/ml/feature_store/entity.py' 2026-02-10T13:26:39,728 adding 'snowflake/ml/feature_store/feature.py' 2026-02-10T13:26:39,745 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-10T13:26:39,751 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-10T13:26:39,754 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-02-10T13:26:39,758 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-02-10T13:26:39,760 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-10T13:26:39,762 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-10T13:26:39,763 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-10T13:26:39,765 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-10T13:26:39,767 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-10T13:26:39,769 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-10T13:26:39,770 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-10T13:26:39,771 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-10T13:26:39,773 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-10T13:26:39,775 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-10T13:26:39,776 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-10T13:26:39,778 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-10T13:26:39,779 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-10T13:26:39,781 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-10T13:26:39,782 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-10T13:26:39,783 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-10T13:26:39,784 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-10T13:26:39,785 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-10T13:26:39,787 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-10T13:26:39,788 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-10T13:26:39,790 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-10T13:26:39,791 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-10T13:26:39,793 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-10T13:26:39,796 adding 'snowflake/ml/fileset/fileset.py' 2026-02-10T13:26:39,799 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-10T13:26:39,800 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-10T13:26:39,803 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-10T13:26:39,805 adding 'snowflake/ml/jobs/__init__.py' 2026-02-10T13:26:39,806 adding 'snowflake/ml/jobs/decorators.py' 2026-02-10T13:26:39,809 adding 'snowflake/ml/jobs/job.py' 2026-02-10T13:26:39,812 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-10T13:26:39,814 adding 'snowflake/ml/jobs/manager.py' 2026-02-10T13:26:39,816 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-10T13:26:39,818 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-02-10T13:26:39,819 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-02-10T13:26:39,822 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-02-10T13:26:39,823 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-02-10T13:26:39,826 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-02-10T13:26:39,827 adding 'snowflake/ml/jobs/_interop/results.py' 2026-02-10T13:26:39,829 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-02-10T13:26:39,831 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-02-10T13:26:39,832 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-02-10T13:26:39,833 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-02-10T13:26:39,835 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-02-10T13:26:39,839 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-02-10T13:26:39,840 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-02-10T13:26:39,841 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-02-10T13:26:39,843 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-02-10T13:26:39,844 adding 'snowflake/ml/jobs/_utils/types.py' 2026-02-10T13:26:39,846 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-02-10T13:26:39,848 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-02-10T13:26:39,851 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-02-10T13:26:39,853 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-02-10T13:26:39,854 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-02-10T13:26:39,856 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-02-10T13:26:39,857 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-02-10T13:26:39,859 adding 'snowflake/ml/lineage/__init__.py' 2026-02-10T13:26:39,861 adding 'snowflake/ml/lineage/lineage_node.py' 2026-02-10T13:26:39,863 adding 'snowflake/ml/model/__init__.py' 2026-02-10T13:26:39,864 adding 'snowflake/ml/model/code_path.py' 2026-02-10T13:26:39,865 adding 'snowflake/ml/model/compute_pool.py' 2026-02-10T13:26:39,867 adding 'snowflake/ml/model/custom_model.py' 2026-02-10T13:26:39,869 adding 'snowflake/ml/model/event_handler.py' 2026-02-10T13:26:39,870 adding 'snowflake/ml/model/inference_engine.py' 2026-02-10T13:26:39,873 adding 'snowflake/ml/model/model_signature.py' 2026-02-10T13:26:39,875 adding 'snowflake/ml/model/openai_signatures.py' 2026-02-10T13:26:39,876 adding 'snowflake/ml/model/target_platform.py' 2026-02-10T13:26:39,877 adding 'snowflake/ml/model/task.py' 2026-02-10T13:26:39,879 adding 'snowflake/ml/model/type_hints.py' 2026-02-10T13:26:39,880 adding 'snowflake/ml/model/volatility.py' 2026-02-10T13:26:39,883 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-02-10T13:26:39,884 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-02-10T13:26:39,886 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-02-10T13:26:39,892 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-02-10T13:26:39,895 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-02-10T13:26:39,896 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-02-10T13:26:39,901 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-02-10T13:26:39,902 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-02-10T13:26:39,907 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-02-10T13:26:39,909 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-02-10T13:26:39,912 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-02-10T13:26:39,913 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-02-10T13:26:39,915 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-02-10T13:26:39,916 adding 'snowflake/ml/model/_client/sql/model.py' 2026-02-10T13:26:39,919 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-02-10T13:26:39,921 adding 'snowflake/ml/model/_client/sql/service.py' 2026-02-10T13:26:39,922 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-02-10T13:26:39,923 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-02-10T13:26:39,926 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-02-10T13:26:39,928 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-02-10T13:26:39,930 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-02-10T13:26:39,931 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-02-10T13:26:39,933 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-02-10T13:26:39,934 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-02-10T13:26:39,935 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-02-10T13:26:39,937 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-02-10T13:26:39,939 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-02-10T13:26:39,940 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-02-10T13:26:39,942 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-02-10T13:26:39,944 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-02-10T13:26:39,945 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-02-10T13:26:39,948 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-02-10T13:26:39,951 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-02-10T13:26:39,953 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-02-10T13:26:39,955 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-02-10T13:26:39,957 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-02-10T13:26:39,962 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-02-10T13:26:39,964 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-02-10T13:26:39,966 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-02-10T13:26:39,967 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-02-10T13:26:39,970 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-02-10T13:26:39,972 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-02-10T13:26:39,974 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-02-10T13:26:39,977 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-02-10T13:26:39,979 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-02-10T13:26:39,981 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-02-10T13:26:39,983 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-02-10T13:26:39,985 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-02-10T13:26:39,986 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-02-10T13:26:39,988 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-02-10T13:26:39,989 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-02-10T13:26:39,990 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-02-10T13:26:39,991 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-02-10T13:26:39,993 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-02-10T13:26:39,996 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-02-10T13:26:39,998 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-02-10T13:26:39,999 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-02-10T13:26:40,001 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-02-10T13:26:40,002 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-02-10T13:26:40,004 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-02-10T13:26:40,005 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-02-10T13:26:40,007 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-02-10T13:26:40,009 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-02-10T13:26:40,011 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-02-10T13:26:40,014 adding 'snowflake/ml/model/_signatures/core.py' 2026-02-10T13:26:40,016 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-02-10T13:26:40,018 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-02-10T13:26:40,019 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-02-10T13:26:40,021 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-02-10T13:26:40,023 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-02-10T13:26:40,024 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-02-10T13:26:40,026 adding 'snowflake/ml/model/_signatures/utils.py' 2026-02-10T13:26:40,029 adding 'snowflake/ml/model/models/huggingface.py' 2026-02-10T13:26:40,031 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-02-10T13:26:40,035 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-02-10T13:26:40,037 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-02-10T13:26:40,038 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-02-10T13:26:40,039 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-02-10T13:26:40,041 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-02-10T13:26:40,042 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-02-10T13:26:40,045 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-02-10T13:26:40,046 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-02-10T13:26:40,052 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-02-10T13:26:40,054 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-02-10T13:26:40,056 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-02-10T13:26:40,059 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-02-10T13:26:40,062 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-02-10T13:26:40,064 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-02-10T13:26:40,068 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-02-10T13:26:40,071 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-02-10T13:26:40,075 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-02-10T13:26:40,080 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-02-10T13:26:40,084 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-02-10T13:26:40,089 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-02-10T13:26:40,094 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-02-10T13:26:40,099 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-02-10T13:26:40,104 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-02-10T13:26:40,109 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-02-10T13:26:40,114 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-02-10T13:26:40,119 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-02-10T13:26:40,124 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-02-10T13:26:40,129 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-02-10T13:26:40,133 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-02-10T13:26:40,136 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-02-10T13:26:40,140 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-02-10T13:26:40,145 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-02-10T13:26:40,147 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-02-10T13:26:40,152 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-02-10T13:26:40,156 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-02-10T13:26:40,161 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-02-10T13:26:40,166 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-02-10T13:26:40,170 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-02-10T13:26:40,175 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-02-10T13:26:40,179 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-02-10T13:26:40,184 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-02-10T13:26:40,186 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-02-10T13:26:40,191 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-02-10T13:26:40,196 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-02-10T13:26:40,201 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-02-10T13:26:40,205 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-02-10T13:26:40,210 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-02-10T13:26:40,215 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-02-10T13:26:40,220 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-02-10T13:26:40,225 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-02-10T13:26:40,230 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-02-10T13:26:40,235 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-02-10T13:26:40,237 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-02-10T13:26:40,241 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-02-10T13:26:40,246 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-02-10T13:26:40,248 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-02-10T13:26:40,252 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-02-10T13:26:40,257 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-02-10T13:26:40,262 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-02-10T13:26:40,266 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-10T13:26:40,272 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-10T13:26:40,277 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-10T13:26:40,283 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-10T13:26:40,288 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-10T13:26:40,294 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-10T13:26:40,300 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-10T13:26:40,305 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-10T13:26:40,310 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-02-10T13:26:40,316 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-02-10T13:26:40,320 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-02-10T13:26:40,325 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-02-10T13:26:40,330 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-02-10T13:26:40,332 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-02-10T13:26:40,336 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-02-10T13:26:40,340 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-02-10T13:26:40,345 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-02-10T13:26:40,349 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-02-10T13:26:40,354 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-02-10T13:26:40,359 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-02-10T13:26:40,364 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-02-10T13:26:40,368 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-02-10T13:26:40,371 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-02-10T13:26:40,374 adding 'snowflake/ml/modeling/framework/base.py' 2026-02-10T13:26:40,376 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-02-10T13:26:40,381 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-02-10T13:26:40,386 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-02-10T13:26:40,388 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-02-10T13:26:40,393 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-02-10T13:26:40,398 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-02-10T13:26:40,402 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-02-10T13:26:40,405 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-02-10T13:26:40,407 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-02-10T13:26:40,411 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-10T13:26:40,416 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-10T13:26:40,421 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-10T13:26:40,425 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-10T13:26:40,430 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-10T13:26:40,432 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-10T13:26:40,436 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-10T13:26:40,438 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-10T13:26:40,442 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-10T13:26:40,447 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-10T13:26:40,449 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-10T13:26:40,454 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-10T13:26:40,458 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-10T13:26:40,463 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-10T13:26:40,468 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-10T13:26:40,473 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-10T13:26:40,478 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-10T13:26:40,482 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-10T13:26:40,487 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-10T13:26:40,492 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-10T13:26:40,497 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-10T13:26:40,502 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-10T13:26:40,506 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-10T13:26:40,511 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-10T13:26:40,516 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-10T13:26:40,521 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-10T13:26:40,526 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-10T13:26:40,531 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-10T13:26:40,536 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-10T13:26:40,541 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-10T13:26:40,546 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-10T13:26:40,550 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-10T13:26:40,555 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-10T13:26:40,560 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-10T13:26:40,565 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-10T13:26:40,570 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-10T13:26:40,575 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-10T13:26:40,580 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-10T13:26:40,585 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-10T13:26:40,590 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-10T13:26:40,595 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-10T13:26:40,600 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-10T13:26:40,606 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-10T13:26:40,611 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-10T13:26:40,616 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-10T13:26:40,621 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-10T13:26:40,623 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-10T13:26:40,627 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-10T13:26:40,632 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-10T13:26:40,637 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-10T13:26:40,642 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-10T13:26:40,644 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-10T13:26:40,651 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-10T13:26:40,653 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-10T13:26:40,654 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-10T13:26:40,656 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-10T13:26:40,658 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-10T13:26:40,661 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-10T13:26:40,663 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-10T13:26:40,668 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-10T13:26:40,673 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-10T13:26:40,675 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-10T13:26:40,678 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-10T13:26:40,682 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-10T13:26:40,684 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-10T13:26:40,688 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-10T13:26:40,693 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-10T13:26:40,698 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-10T13:26:40,700 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-10T13:26:40,704 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-02-10T13:26:40,709 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-02-10T13:26:40,714 adding 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'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-10T13:26:40,839 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-10T13:26:40,843 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-10T13:26:40,848 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-10T13:26:40,850 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-10T13:26:40,854 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-10T13:26:40,860 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-10T13:26:40,866 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-10T13:26:40,872 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-10T13:26:40,877 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-10T13:26:40,882 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-10T13:26:40,884 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-10T13:26:40,889 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-10T13:26:40,894 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-10T13:26:40,899 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-10T13:26:40,904 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-10T13:26:40,906 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-10T13:26:40,912 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-10T13:26:40,918 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-10T13:26:40,924 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-10T13:26:40,930 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-10T13:26:40,933 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-10T13:26:40,935 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-10T13:26:40,936 adding 'snowflake/ml/monitoring/shap.py' 2026-02-10T13:26:40,939 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-10T13:26:40,941 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-10T13:26:40,942 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-10T13:26:40,945 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-10T13:26:40,947 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-10T13:26:40,948 adding 'snowflake/ml/registry/__init__.py' 2026-02-10T13:26:40,952 adding 'snowflake/ml/registry/registry.py' 2026-02-10T13:26:40,955 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-10T13:26:40,957 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-10T13:26:40,959 adding 'snowflake/ml/utils/authentication.py' 2026-02-10T13:26:40,961 adding 'snowflake/ml/utils/connection_params.py' 2026-02-10T13:26:40,963 adding 'snowflake/ml/utils/html_utils.py' 2026-02-10T13:26:40,964 adding 'snowflake/ml/utils/sparse.py' 2026-02-10T13:26:40,966 adding 'snowflake/ml/utils/sql_client.py' 2026-02-10T13:26:40,969 adding 'snowflake_ml_python-1.25.0.dist-info/licenses/LICENSE.txt' 2026-02-10T13:26:40,984 adding 'snowflake_ml_python-1.25.0.dist-info/METADATA' 2026-02-10T13:26:40,986 adding 'snowflake_ml_python-1.25.0.dist-info/WHEEL' 2026-02-10T13:26:40,987 adding 'snowflake_ml_python-1.25.0.dist-info/top_level.txt' 2026-02-10T13:26:40,994 adding 'snowflake_ml_python-1.25.0.dist-info/RECORD' 2026-02-10T13:26:41,026 removing build/bdist.linux-armv7l/wheel 2026-02-10T13:26:41,270 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-10T13:26:41,320 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.25.0-py3-none-any.whl size=2260071 sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c 2026-02-10T13:26:41,322 Stored in directory: /tmp/pip-ephem-wheel-cache-305blnbc/wheels/c1/7f/7a/391821926f802dea3eb384501d7b6ef02bbccc07bcaca798e8 2026-02-10T13:26:41,374 Successfully built snowflake-ml-python 2026-02-10T13:26:41,431 Removed build tracker: '/tmp/pip-build-tracker-54bxvdv7'