2026-02-09T13:48:08,252 Created temporary directory: /tmp/pip-ephem-wheel-cache-xiogqo7_ 2026-02-09T13:48:08,254 Created temporary directory: /tmp/pip-build-tracker-nj7y3h31 2026-02-09T13:48:08,255 Initialized build tracking at /tmp/pip-build-tracker-nj7y3h31 2026-02-09T13:48:08,255 Created build tracker: /tmp/pip-build-tracker-nj7y3h31 2026-02-09T13:48:08,256 Entered build tracker: /tmp/pip-build-tracker-nj7y3h31 2026-02-09T13:48:08,257 Created temporary directory: /tmp/pip-wheel-l3kaz56_ 2026-02-09T13:48:08,260 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 2026-02-09T13:48:08,262 Created temporary directory: /tmp/pip-ephem-wheel-cache-7srpdo8_ 2026-02-09T13:48:08,284 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-09T13:48:08,288 2 location(s) to search for versions of snowflake-ml-python: 2026-02-09T13:48:08,288 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,288 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,289 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,290 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,291 Found index url https://pypi.org/simple 2026-02-09T13:48:08,505 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-09T13:48:08,525 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/56/d1/edc42fe4636b090e45f06bc69c2d3bdbe3b0c09c4dc49cd479d1a8044bc8/snowflake_ml_python-1.25.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-09T13:48:08,607 Found link https://files.pythonhosted.org/packages/68/bb/50f736fa1efd7b6b8bcaefe2887dd9def06df28f826b648be4a638c4be0b/snowflake_ml_python-1.25.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.25.0 2026-02-09T13:48:08,608 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/11/28/f1bc2575e1b137e52d0d9d9290a2072f14e5f1a9c1c658bcce2469ff41f2/snowflake_ml_python-1.25.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-09T13:48:08,609 Found link 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https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,614 Found index url https://www.piwheels.org/simple 2026-02-09T13:48:08,772 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-09T13:48:08,783 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) 2026-02-09T13:48:08,784 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) 2026-02-09T13:48:08,784 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) 2026-02-09T13:48:08,785 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) 2026-02-09T13:48:08,786 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) 2026-02-09T13:48:08,786 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) 2026-02-09T13:48:08,787 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) 2026-02-09T13:48:08,787 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) 2026-02-09T13:48:08,788 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) 2026-02-09T13:48:08,789 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) 2026-02-09T13:48:08,789 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) 2026-02-09T13:48:08,790 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) 2026-02-09T13:48:08,790 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.11.0-py3-none-any.whl#sha256=3fd25535877c3b5bb63463f06ea31fc65e369cbebf6124644369e3f327105d7c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-09T13:48:08,791 Skipping link: No binaries permitted for snowflake-ml-python: 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-09T13:48:08,793 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-09T13:48:08,794 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) 2026-02-09T13:48:08,794 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) 2026-02-09T13:48:08,795 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) 2026-02-09T13:48:08,796 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) 2026-02-09T13:48:08,796 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) 2026-02-09T13:48:08,797 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-09T13:48:08,797 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.12,>=3.9) 2026-02-09T13:48:08,801 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) 2026-02-09T13:48:08,801 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) 2026-02-09T13:48:08,802 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) 2026-02-09T13:48:08,803 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) 2026-02-09T13:48:08,803 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) 2026-02-09T13:48:08,804 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,804 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-09T13:48:08,828 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-09T13:48:08,845 Collecting snowflake-ml-python==1.24.0 2026-02-09T13:48:08,848 Created temporary directory: /tmp/pip-unpack-yd0ovg37 2026-02-09T13:48:09,063 Downloading snowflake_ml_python-1.24.0.tar.gz (1.9 MB) 2026-02-09T13:48:10,726 Added snowflake-ml-python==1.24.0 from https://files.pythonhosted.org/packages/4e/b7/376917ce1cb48ea27a1760b710fb413d9165c458a6137804602041487e4c/snowflake_ml_python-1.24.0.tar.gz to build tracker '/tmp/pip-build-tracker-nj7y3h31' 2026-02-09T13:48:10,733 Created temporary directory: /tmp/pip-build-env-9jfx_2dq 2026-02-09T13:48:10,737 Installing build dependencies: started 2026-02-09T13:48:10,739 Running command pip subprocess to install build dependencies 2026-02-09T13:48:11,875 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-09T13:48:12,819 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-09T13:48:12,843 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-09T13:48:14,603 Collecting setuptools>=61.0 2026-02-09T13:48:14,624 Using cached setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-02-09T13:48:17,634 Installing collected packages: setuptools 2026-02-09T13:48:20,787 Successfully installed setuptools-82.0.0 2026-02-09T13:48:21,054 Installing build dependencies: finished with status 'done' 2026-02-09T13:48:21,060 Getting requirements to build wheel: started 2026-02-09T13:48:21,061 Running command Getting requirements to build wheel 2026-02-09T13:48:21,718 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-09T13:48:21,718 !! 2026-02-09T13:48:21,720 ******************************************************************************** 2026-02-09T13:48:21,721 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). 2026-02-09T13:48:21,722 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-09T13:48:21,723 or your builds will no longer be supported. 2026-02-09T13:48:21,724 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:21,724 ******************************************************************************** 2026-02-09T13:48:21,725 !! 2026-02-09T13:48:21,725 corresp(dist, value, root_dir) 2026-02-09T13:48:21,805 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-09T13:48:21,805 !! 2026-02-09T13:48:21,806 ******************************************************************************** 2026-02-09T13:48:21,807 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-09T13:48:21,808 License :: OSI Approved :: Apache Software License 2026-02-09T13:48:21,809 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:21,809 ******************************************************************************** 2026-02-09T13:48:21,810 !! 2026-02-09T13:48:21,811 dist._finalize_license_expression() 2026-02-09T13:48:21,816 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-09T13:48:21,817 !! 2026-02-09T13:48:21,818 ******************************************************************************** 2026-02-09T13:48:21,818 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-09T13:48:21,819 License :: OSI Approved :: Apache Software License 2026-02-09T13:48:21,821 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:21,821 ******************************************************************************** 2026-02-09T13:48:21,822 !! 2026-02-09T13:48:21,823 self._finalize_license_expression() 2026-02-09T13:48:21,823 running egg_info 2026-02-09T13:48:21,828 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-09T13:48:21,888 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-09T13:48:21,901 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-09T13:48:21,904 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-09T13:48:22,130 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:22,155 adding license file 'LICENSE.txt' 2026-02-09T13:48:22,185 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:22,284 Getting requirements to build wheel: finished with status 'done' 2026-02-09T13:48:22,288 Created temporary directory: /tmp/pip-modern-metadata-w_vmfhub 2026-02-09T13:48:22,291 Preparing metadata (pyproject.toml): started 2026-02-09T13:48:22,292 Running command Preparing metadata (pyproject.toml) 2026-02-09T13:48:22,904 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-09T13:48:22,904 !! 2026-02-09T13:48:22,905 ******************************************************************************** 2026-02-09T13:48:22,906 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). 2026-02-09T13:48:22,907 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-09T13:48:22,908 or your builds will no longer be supported. 2026-02-09T13:48:22,909 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:22,909 ******************************************************************************** 2026-02-09T13:48:22,910 !! 2026-02-09T13:48:22,910 corresp(dist, value, root_dir) 2026-02-09T13:48:22,988 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-09T13:48:22,989 !! 2026-02-09T13:48:22,990 ******************************************************************************** 2026-02-09T13:48:22,990 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-09T13:48:22,991 License :: OSI Approved :: Apache Software License 2026-02-09T13:48:22,992 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:22,992 ******************************************************************************** 2026-02-09T13:48:22,993 !! 2026-02-09T13:48:22,994 dist._finalize_license_expression() 2026-02-09T13:48:23,001 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-09T13:48:23,001 !! 2026-02-09T13:48:23,002 ******************************************************************************** 2026-02-09T13:48:23,003 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-09T13:48:23,004 License :: OSI Approved :: Apache Software License 2026-02-09T13:48:23,005 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:23,005 ******************************************************************************** 2026-02-09T13:48:23,006 !! 2026-02-09T13:48:23,007 self._finalize_license_expression() 2026-02-09T13:48:23,008 running dist_info 2026-02-09T13:48:23,017 creating /tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info 2026-02-09T13:48:23,018 writing /tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/PKG-INFO 2026-02-09T13:48:23,037 writing dependency_links to /tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-09T13:48:23,048 writing requirements to /tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/requires.txt 2026-02-09T13:48:23,049 writing top-level names to /tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/top_level.txt 2026-02-09T13:48:23,051 writing manifest file '/tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:23,224 reading manifest file '/tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:23,226 adding license file 'LICENSE.txt' 2026-02-09T13:48:23,250 writing manifest file '/tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:23,251 creating '/tmp/pip-modern-metadata-w_vmfhub/snowflake_ml_python-1.24.0.dist-info' 2026-02-09T13:48:23,379 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-09T13:48:23,392 Source in /tmp/pip-wheel-l3kaz56_/snowflake-ml-python_0e0dabf182f7434cac615bfb5b922b9a has version 1.24.0, which satisfies requirement snowflake-ml-python==1.24.0 from https://files.pythonhosted.org/packages/4e/b7/376917ce1cb48ea27a1760b710fb413d9165c458a6137804602041487e4c/snowflake_ml_python-1.24.0.tar.gz 2026-02-09T13:48:23,394 Removed snowflake-ml-python==1.24.0 from https://files.pythonhosted.org/packages/4e/b7/376917ce1cb48ea27a1760b710fb413d9165c458a6137804602041487e4c/snowflake_ml_python-1.24.0.tar.gz from build tracker '/tmp/pip-build-tracker-nj7y3h31' 2026-02-09T13:48:23,417 Created temporary directory: /tmp/pip-unpack-c1cbyyo7 2026-02-09T13:48:23,417 Building wheels for collected packages: snowflake-ml-python 2026-02-09T13:48:23,422 Created temporary directory: /tmp/pip-wheel-yhh34bg6 2026-02-09T13:48:23,423 Destination directory: /tmp/pip-wheel-yhh34bg6 2026-02-09T13:48:23,425 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-09T13:48:23,426 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-09T13:48:24,014 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-09T13:48:24,014 !! 2026-02-09T13:48:24,015 ******************************************************************************** 2026-02-09T13:48:24,016 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). 2026-02-09T13:48:24,017 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-09T13:48:24,017 or your builds will no longer be supported. 2026-02-09T13:48:24,018 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:24,018 ******************************************************************************** 2026-02-09T13:48:24,019 !! 2026-02-09T13:48:24,020 corresp(dist, value, root_dir) 2026-02-09T13:48:24,094 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-09T13:48:24,094 !! 2026-02-09T13:48:24,095 ******************************************************************************** 2026-02-09T13:48:24,096 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-09T13:48:24,097 License :: OSI Approved :: Apache Software License 2026-02-09T13:48:24,098 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:24,099 ******************************************************************************** 2026-02-09T13:48:24,100 !! 2026-02-09T13:48:24,101 dist._finalize_license_expression() 2026-02-09T13:48:24,107 /tmp/pip-build-env-9jfx_2dq/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-09T13:48:24,108 !! 2026-02-09T13:48:24,109 ******************************************************************************** 2026-02-09T13:48:24,110 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-09T13:48:24,111 License :: OSI Approved :: Apache Software License 2026-02-09T13:48:24,113 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-09T13:48:24,113 ******************************************************************************** 2026-02-09T13:48:24,115 !! 2026-02-09T13:48:24,115 self._finalize_license_expression() 2026-02-09T13:48:24,116 running bdist_wheel 2026-02-09T13:48:24,130 running build 2026-02-09T13:48:24,130 running build_py 2026-02-09T13:48:24,137 creating build/lib/snowflake/cortex 2026-02-09T13:48:24,140 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,142 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,144 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,146 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,149 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,151 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,152 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,155 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,157 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,159 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,160 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,162 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-09T13:48:24,164 creating build/lib/snowflake/ml 2026-02-09T13:48:24,165 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-09T13:48:24,168 creating build/lib/snowflake/ml/jobs 2026-02-09T13:48:24,169 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-09T13:48:24,171 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-09T13:48:24,173 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-09T13:48:24,175 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-09T13:48:24,178 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-09T13:48:24,181 creating build/lib/snowflake/ml/model 2026-02-09T13:48:24,182 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,184 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,186 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,188 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,190 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,193 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,195 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,197 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,198 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,201 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,203 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,205 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-09T13:48:24,208 creating build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,209 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,211 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,214 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,216 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,218 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,220 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,223 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,224 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,226 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-09T13:48:24,229 creating build/lib/snowflake/ml/data 2026-02-09T13:48:24,230 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-09T13:48:24,232 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-09T13:48:24,234 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-09T13:48:24,237 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-09T13:48:24,239 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-09T13:48:24,241 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-09T13:48:24,243 creating build/lib/snowflake/ml/dataset 2026-02-09T13:48:24,244 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-09T13:48:24,246 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-09T13:48:24,248 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-09T13:48:24,250 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-09T13:48:24,252 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-09T13:48:24,255 creating build/lib/snowflake/ml/experiment 2026-02-09T13:48:24,256 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-09T13:48:24,258 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-09T13:48:24,260 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-09T13:48:24,262 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-09T13:48:24,264 creating build/lib/snowflake/ml/fileset 2026-02-09T13:48:24,265 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-09T13:48:24,268 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-09T13:48:24,270 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-09T13:48:24,273 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-09T13:48:24,275 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-09T13:48:24,279 creating build/lib/snowflake/ml/registry 2026-02-09T13:48:24,280 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-09T13:48:24,282 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-09T13:48:24,285 creating build/lib/snowflake/ml/monitoring 2026-02-09T13:48:24,286 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-09T13:48:24,288 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-09T13:48:24,291 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-09T13:48:24,294 creating build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,295 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,297 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,300 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,305 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,309 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,312 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,314 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,316 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,322 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-09T13:48:24,325 creating build/lib/snowflake/ml/utils 2026-02-09T13:48:24,326 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-09T13:48:24,328 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-09T13:48:24,330 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-09T13:48:24,332 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-09T13:48:24,334 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-09T13:48:24,337 creating build/lib/snowflake/ml/lineage 2026-02-09T13:48:24,338 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-09T13:48:24,340 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-09T13:48:24,342 creating build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,343 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,345 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,346 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,349 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,350 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,352 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,355 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,357 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,358 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,361 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-09T13:48:24,364 creating build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,365 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,368 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,369 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,372 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,373 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,375 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,378 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,380 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-09T13:48:24,382 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:24,383 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:24,386 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:24,388 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:24,390 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:24,392 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:24,395 creating build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,396 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,399 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,401 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,404 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,406 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,408 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,410 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,412 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,415 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,417 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-09T13:48:24,419 creating build/lib/snowflake/ml/model/_model_composer 2026-02-09T13:48:24,420 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-09T13:48:24,424 creating build/lib/snowflake/ml/model/_packager 2026-02-09T13:48:24,425 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-09T13:48:24,426 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-09T13:48:24,429 creating build/lib/snowflake/ml/model/models 2026-02-09T13:48:24,430 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-09T13:48:24,432 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-09T13:48:24,435 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-09T13:48:24,436 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-09T13:48:24,439 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:24,440 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:24,442 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:24,444 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:24,446 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:24,449 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-09T13:48:24,450 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-09T13:48:24,452 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-09T13:48:24,455 creating build/lib/snowflake/ml/model/_client/model 2026-02-09T13:48:24,456 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-09T13:48:24,460 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-09T13:48:24,462 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-09T13:48:24,464 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-09T13:48:24,467 creating build/lib/snowflake/ml/model/_client/ops 2026-02-09T13:48:24,468 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-09T13:48:24,471 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-09T13:48:24,477 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-09T13:48:24,481 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-09T13:48:24,485 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-09T13:48:24,496 creating build/lib/snowflake/ml/model/_client/service 2026-02-09T13:48:24,497 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-09T13:48:24,499 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-09T13:48:24,501 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-09T13:48:24,505 creating build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,506 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,508 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,519 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,521 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,532 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,535 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-09T13:48:24,537 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:24,539 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:24,540 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:24,543 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:24,545 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:24,547 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:24,555 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-09T13:48:24,557 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-09T13:48:24,560 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:24,561 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:24,563 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:24,566 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:24,569 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-09T13:48:24,570 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-09T13:48:24,572 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-09T13:48:24,575 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-09T13:48:24,578 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,579 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,582 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,584 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,587 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,591 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,595 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,598 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,601 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,603 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,606 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,609 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,612 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,614 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,617 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,620 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,622 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:24,626 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-09T13:48:24,627 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-09T13:48:24,630 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-09T13:48:24,632 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-09T13:48:24,634 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-09T13:48:24,637 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:24,639 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:24,641 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:24,644 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,645 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,647 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,650 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,652 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,654 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,656 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,659 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,661 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,663 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-09T13:48:24,666 creating build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,667 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,669 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,672 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,674 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,676 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,678 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,681 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,683 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,685 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,688 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,690 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,692 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,695 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,698 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,700 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,702 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,705 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,707 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-09T13:48:24,710 creating build/lib/snowflake/ml/_internal/lineage 2026-02-09T13:48:24,712 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-09T13:48:24,714 creating build/lib/snowflake/ml/data/_internal 2026-02-09T13:48:24,716 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-09T13:48:24,719 creating build/lib/snowflake/ml/experiment/_entities 2026-02-09T13:48:24,720 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-09T13:48:24,722 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-09T13:48:24,725 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-09T13:48:24,727 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-09T13:48:24,729 creating build/lib/snowflake/ml/experiment/_client 2026-02-09T13:48:24,731 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-09T13:48:24,733 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-09T13:48:24,736 creating build/lib/snowflake/ml/experiment/callback 2026-02-09T13:48:24,738 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-09T13:48:24,740 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-09T13:48:24,743 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-09T13:48:24,745 creating build/lib/snowflake/ml/registry/_manager 2026-02-09T13:48:24,747 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-09T13:48:24,750 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-09T13:48:24,753 creating build/lib/snowflake/ml/monitoring/_client 2026-02-09T13:48:24,754 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-09T13:48:24,757 creating build/lib/snowflake/ml/monitoring/entities 2026-02-09T13:48:24,758 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-09T13:48:24,761 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-09T13:48:24,762 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-09T13:48:24,766 creating build/lib/snowflake/ml/feature_store/examples 2026-02-09T13:48:24,768 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-09T13:48:24,771 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-09T13:48:24,772 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-09T13:48:24,775 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-09T13:48:24,776 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-09T13:48:24,779 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-09T13:48:24,780 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-09T13:48:24,783 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-09T13:48:24,784 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-09T13:48:24,787 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-09T13:48:24,788 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 2026-02-09T13:48:24,791 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 2026-02-09T13:48:24,793 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-09T13:48:24,795 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 2026-02-09T13:48:24,797 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 2026-02-09T13:48:24,800 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-09T13:48:24,801 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-09T13:48:24,803 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-09T13:48:24,806 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-09T13:48:24,807 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-09T13:48:24,810 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-09T13:48:24,812 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,814 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,818 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,822 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,824 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,828 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,832 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,835 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,838 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,842 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:24,846 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-09T13:48:24,847 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-09T13:48:24,849 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-09T13:48:24,853 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-09T13:48:24,854 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-09T13:48:24,857 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-09T13:48:24,863 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-09T13:48:24,865 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-09T13:48:24,868 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-09T13:48:24,873 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-09T13:48:24,879 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-09T13:48:24,884 creating build/lib/snowflake/ml/modeling/framework 2026-02-09T13:48:24,886 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-09T13:48:24,890 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-09T13:48:24,895 creating build/lib/snowflake/ml/modeling/manifold 2026-02-09T13:48:24,897 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-09T13:48:24,899 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-09T13:48:24,904 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-09T13:48:24,911 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-09T13:48:24,916 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-09T13:48:24,922 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,924 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,929 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,936 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,940 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,945 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,952 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,957 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,960 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,962 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,965 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,967 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,970 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,974 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,977 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,981 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,985 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,988 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,991 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,994 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:24,997 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,001 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,004 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,007 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,010 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,013 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,017 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,020 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,023 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,026 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,030 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,033 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,036 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,039 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,042 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,045 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,048 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-09T13:48:25,052 creating build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,053 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,056 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,058 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,060 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,062 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,065 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,068 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-09T13:48:25,072 creating build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,073 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,075 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,077 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,080 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,081 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,083 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-09T13:48:25,086 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,087 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,090 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,092 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,094 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,096 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,101 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,103 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,105 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,108 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,111 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,114 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,117 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:25,119 creating build/lib/snowflake/ml/modeling/calibration 2026-02-09T13:48:25,120 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-09T13:48:25,122 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-09T13:48:25,125 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-09T13:48:25,126 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-09T13:48:25,130 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-09T13:48:25,131 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-09T13:48:25,135 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-09T13:48:25,138 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,140 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,142 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,145 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,149 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,152 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,155 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:25,158 creating build/lib/snowflake/ml/modeling/parameters 2026-02-09T13:48:25,159 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-09T13:48:25,161 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-09T13:48:25,163 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-09T13:48:25,166 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:25,167 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:25,169 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:25,172 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:25,176 creating build/lib/snowflake/ml/modeling/mixture 2026-02-09T13:48:25,177 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-09T13:48:25,178 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-09T13:48:25,182 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-09T13:48:25,186 creating build/lib/snowflake/ml/modeling/compose 2026-02-09T13:48:25,187 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-09T13:48:25,189 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-09T13:48:25,192 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-09T13:48:25,195 creating build/lib/snowflake/ml/modeling/tree 2026-02-09T13:48:25,196 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-09T13:48:25,199 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-09T13:48:25,201 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-09T13:48:25,205 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-09T13:48:25,209 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-09T13:48:25,215 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,217 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,220 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,226 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,231 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,233 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,238 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,242 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,247 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,251 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,254 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,258 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-09T13:48:25,263 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-09T13:48:25,265 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-09T13:48:25,268 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-09T13:48:25,271 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-09T13:48:25,276 creating build/lib/snowflake/ml/modeling/impute 2026-02-09T13:48:25,278 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-09T13:48:25,282 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-09T13:48:25,287 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-09T13:48:25,289 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-09T13:48:25,293 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-09T13:48:25,297 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,299 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,301 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,307 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,311 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,316 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,319 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,322 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,325 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,330 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,335 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-09T13:48:25,339 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-09T13:48:25,340 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-09T13:48:25,342 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-09T13:48:25,346 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-09T13:48:25,349 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:25,350 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:25,351 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:25,354 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:25,359 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-09T13:48:25,360 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-09T13:48:25,363 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-09T13:48:25,365 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-09T13:48:25,370 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-09T13:48:25,374 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-09T13:48:25,378 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,379 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,383 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,385 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,388 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,391 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,394 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,398 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,401 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,404 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,407 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,411 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,414 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,417 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,420 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,423 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,427 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,430 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-09T13:48:25,433 creating build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,434 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,437 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,439 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,442 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,446 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,449 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,452 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,456 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,459 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,462 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,465 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,468 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,471 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,475 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-09T13:48:25,478 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:25,480 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:25,483 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:25,485 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:25,489 creating build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,490 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,493 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,495 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,499 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,502 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,505 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,509 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-09T13:48:25,512 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,513 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,517 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,519 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,521 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,524 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,527 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:25,530 creating build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,531 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,533 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,536 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,539 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,542 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,545 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,548 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,551 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,554 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-09T13:48:25,558 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:25,559 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:25,562 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:25,565 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:25,568 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:25,571 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:25,573 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-09T13:48:25,574 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-09T13:48:25,577 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-09T13:48:25,579 running egg_info 2026-02-09T13:48:25,589 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-09T13:48:25,607 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-09T13:48:25,619 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-09T13:48:25,620 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-09T13:48:25,807 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:25,832 adding license file 'LICENSE.txt' 2026-02-09T13:48:25,862 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-09T13:48:26,002 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,004 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,014 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:26,016 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:26,018 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:26,041 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,043 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,061 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-09T13:48:26,062 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-09T13:48:26,064 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-09T13:48:26,067 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-09T13:48:26,069 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-09T13:48:26,071 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-09T13:48:26,074 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,075 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,077 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,079 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,081 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,083 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,085 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-09T13:48:26,221 installing to build/bdist.linux-armv7l/wheel 2026-02-09T13:48:26,222 running install 2026-02-09T13:48:26,245 running install_lib 2026-02-09T13:48:26,251 creating build/bdist.linux-armv7l/wheel 2026-02-09T13:48:26,252 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-09T13:48:26,254 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-09T13:48:26,255 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,258 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,259 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,261 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,263 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,265 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,267 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,269 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,271 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,273 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,275 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,276 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-09T13:48:26,279 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-09T13:48:26,280 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-09T13:48:26,281 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-09T13:48:26,283 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-09T13:48:26,285 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-09T13:48:26,286 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,288 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,290 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,291 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,293 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,296 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,298 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,300 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,302 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,304 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-09T13:48:26,306 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,308 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,310 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,312 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,314 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,316 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,318 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,320 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-09T13:48:26,322 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-09T13:48:26,325 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-09T13:48:26,327 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-09T13:48:26,330 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-09T13:48:26,331 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,333 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,335 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,337 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,339 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,341 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,343 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,345 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-09T13:48:26,347 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-09T13:48:26,349 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-09T13:48:26,351 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,353 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-09T13:48:26,354 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,356 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,359 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,361 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,363 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,365 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,367 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,370 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,372 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,374 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-09T13:48:26,376 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,378 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,381 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-09T13:48:26,382 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-09T13:48:26,384 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 2026-02-09T13:48:26,386 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:26,387 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 2026-02-09T13:48:26,389 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 2026-02-09T13:48:26,391 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 2026-02-09T13:48:26,393 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 2026-02-09T13:48:26,395 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 2026-02-09T13:48:26,397 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:26,398 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-09T13:48:26,400 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-09T13:48:26,403 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-09T13:48:26,404 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 2026-02-09T13:48:26,407 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 2026-02-09T13:48:26,409 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-09T13:48:26,410 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-09T13:48:26,411 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-09T13:48:26,415 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-09T13:48:26,417 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-09T13:48:26,419 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-09T13:48:26,422 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-09T13:48:26,423 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-09T13:48:26,426 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-09T13:48:26,429 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-09T13:48:26,432 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-09T13:48:26,434 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-09T13:48:26,437 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-09T13:48:26,438 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-09T13:48:26,440 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-09T13:48:26,442 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-09T13:48:26,444 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-09T13:48:26,445 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-09T13:48:26,447 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-09T13:48:26,450 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-09T13:48:26,452 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-09T13:48:26,454 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-09T13:48:26,457 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-09T13:48:26,459 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,461 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,463 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,465 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,467 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,469 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-09T13:48:26,471 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-09T13:48:26,472 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 2026-02-09T13:48:26,474 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 2026-02-09T13:48:26,476 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 2026-02-09T13:48:26,478 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 2026-02-09T13:48:26,479 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 2026-02-09T13:48:26,481 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-09T13:48:26,483 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-09T13:48:26,484 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-09T13:48:26,487 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:26,488 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:26,490 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:26,493 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-09T13:48:26,495 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-09T13:48:26,497 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-09T13:48:26,498 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 2026-02-09T13:48:26,500 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 2026-02-09T13:48:26,502 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 2026-02-09T13:48:26,504 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,505 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,508 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,510 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,513 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,516 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,518 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,520 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,524 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,527 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,529 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,531 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,534 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,536 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,538 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,541 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,543 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-09T13:48:26,546 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-09T13:48:26,547 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 2026-02-09T13:48:26,548 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-09T13:48:26,551 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-09T13:48:26,552 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-09T13:48:26,555 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,557 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,559 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,560 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-09T13:48:26,563 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-09T13:48:26,564 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-09T13:48:26,567 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-09T13:48:26,570 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-09T13:48:26,571 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,572 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,575 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,576 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,578 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-09T13:48:26,580 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,582 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,583 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,585 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,588 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,590 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,591 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,593 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,595 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,596 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,598 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-09T13:48:26,600 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,602 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,604 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,606 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,608 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,611 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-09T13:48:26,612 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,615 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,617 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,619 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,620 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,622 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,624 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,626 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,629 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,631 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,633 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,635 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,637 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,639 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,641 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,643 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,646 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,648 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-09T13:48:26,650 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,651 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,653 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-09T13:48:26,656 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-09T13:48:26,657 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-09T13:48:26,659 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-09T13:48:26,660 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-09T13:48:26,662 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-09T13:48:26,663 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-09T13:48:26,666 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-09T13:48:26,668 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-09T13:48:26,670 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-09T13:48:26,672 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-09T13:48:26,674 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-09T13:48:26,676 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-09T13:48:26,677 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-09T13:48:26,679 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-09T13:48:26,681 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-09T13:48:26,683 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-09T13:48:26,685 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-09T13:48:26,688 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-09T13:48:26,690 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-09T13:48:26,691 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-09T13:48:26,693 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-09T13:48:26,695 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-09T13:48:26,696 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-09T13:48:26,698 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-09T13:48:26,700 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-09T13:48:26,701 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-09T13:48:26,704 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-09T13:48:26,707 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-09T13:48:26,710 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-09T13:48:26,711 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-09T13:48:26,714 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-09T13:48:26,716 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-09T13:48:26,719 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-09T13:48:26,722 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-09T13:48:26,724 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-09T13:48:26,725 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-09T13:48:26,727 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-09T13:48:26,729 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-09T13:48:26,732 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-09T13:48:26,735 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-09T13:48:26,738 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-09T13:48:26,739 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-09T13:48:26,741 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-09T13:48:26,744 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-09T13:48:26,745 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-09T13:48:26,748 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-09T13:48:26,751 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-09T13:48:26,752 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-09T13:48:26,754 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-09T13:48:26,756 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-09T13:48:26,757 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-09T13:48:26,758 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-09T13:48:26,760 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-09T13:48:26,763 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-09T13:48:26,764 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-09T13:48:26,766 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-09T13:48:26,769 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-09T13:48:26,772 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-09T13:48:26,772 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-09T13:48:26,775 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-09T13:48:26,776 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,778 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,780 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,783 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,786 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,789 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,791 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,793 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,798 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-09T13:48:26,800 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-09T13:48:26,803 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-09T13:48:26,804 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 2026-02-09T13:48:26,806 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-09T13:48:26,807 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 2026-02-09T13:48:26,809 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 2026-02-09T13:48:26,811 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 2026-02-09T13:48:26,813 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-09T13:48:26,814 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 2026-02-09T13:48:26,816 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-09T13:48:26,817 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 2026-02-09T13:48:26,819 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 2026-02-09T13:48:26,821 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 2026-02-09T13:48:26,823 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-09T13:48:26,825 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-09T13:48:26,827 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-09T13:48:26,828 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 2026-02-09T13:48:26,830 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 2026-02-09T13:48:26,831 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-09T13:48:26,834 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,835 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-09T13:48:26,836 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 2026-02-09T13:48:26,838 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 2026-02-09T13:48:26,840 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 2026-02-09T13:48:26,842 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 2026-02-09T13:48:26,844 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-09T13:48:26,845 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 2026-02-09T13:48:26,847 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-09T13:48:26,848 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 2026-02-09T13:48:26,850 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 2026-02-09T13:48:26,852 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 2026-02-09T13:48:26,854 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-09T13:48:26,857 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-09T13:48:26,858 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,860 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,863 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,866 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,868 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,871 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,874 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,877 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,880 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,884 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-09T13:48:26,888 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-09T13:48:26,889 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-09T13:48:26,890 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-09T13:48:26,894 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-09T13:48:26,895 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-09T13:48:26,897 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-09T13:48:26,901 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-09T13:48:26,902 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-09T13:48:26,904 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-09T13:48:26,907 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-09T13:48:26,910 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-09T13:48:26,914 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-09T13:48:26,915 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-09T13:48:26,917 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-09T13:48:26,921 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-09T13:48:26,922 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-09T13:48:26,924 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-09T13:48:26,927 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-09T13:48:26,930 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-09T13:48:26,933 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-09T13:48:26,937 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,938 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,941 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,944 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,947 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,950 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,953 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,956 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,959 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,962 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,965 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,967 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,970 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,973 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,976 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,979 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,982 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,985 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,988 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,991 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,994 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:26,998 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,001 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,003 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,007 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,010 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,013 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,016 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,019 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,022 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,025 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,028 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,031 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,034 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,037 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,041 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,044 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-09T13:48:27,048 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-09T13:48:27,049 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,052 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,054 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,056 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,058 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,061 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,064 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-09T13:48:27,067 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-09T13:48:27,068 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-09T13:48:27,070 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-09T13:48:27,072 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-09T13:48:27,075 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-09T13:48:27,077 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-09T13:48:27,079 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:27,080 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:27,083 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:27,086 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 2026-02-09T13:48:27,088 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:27,091 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-09T13:48:27,093 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-09T13:48:27,096 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-09T13:48:27,097 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-09T13:48:27,099 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-09T13:48:27,102 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,103 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,105 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,107 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,109 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,112 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,115 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,117 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,119 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,122 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,124 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,128 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,130 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-09T13:48:27,133 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-09T13:48:27,133 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-09T13:48:27,135 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-09T13:48:27,139 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-09T13:48:27,140 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-09T13:48:27,143 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-09T13:48:27,145 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-09T13:48:27,148 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-09T13:48:27,152 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,153 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,155 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,158 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,161 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,164 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,167 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-09T13:48:27,170 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-09T13:48:27,171 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-09T13:48:27,173 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-09T13:48:27,175 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-09T13:48:27,178 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:27,179 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:27,181 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:27,184 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-09T13:48:27,187 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-09T13:48:27,188 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-09T13:48:27,190 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-09T13:48:27,193 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-09T13:48:27,197 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-09T13:48:27,198 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-09T13:48:27,200 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-09T13:48:27,203 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-09T13:48:27,208 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-09T13:48:27,209 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-09T13:48:27,212 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-09T13:48:27,214 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-09T13:48:27,217 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-09T13:48:27,220 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-09T13:48:27,223 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,224 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,227 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,230 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,233 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,235 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,238 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,241 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,244 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,248 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,251 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,254 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-09T13:48:27,258 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-09T13:48:27,259 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-09T13:48:27,261 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-09T13:48:27,263 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-09T13:48:27,267 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-09T13:48:27,267 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-09T13:48:27,270 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-09T13:48:27,273 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-09T13:48:27,275 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-09T13:48:27,278 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-09T13:48:27,281 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,282 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,284 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,287 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,290 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,293 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,296 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,300 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,303 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,306 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,309 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-09T13:48:27,312 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-09T13:48:27,313 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-09T13:48:27,315 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-09T13:48:27,318 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-09T13:48:27,322 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:27,323 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:27,325 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:27,328 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-09T13:48:27,333 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-09T13:48:27,334 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-09T13:48:27,338 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-09T13:48:27,340 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-09T13:48:27,343 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-09T13:48:27,347 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-09T13:48:27,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,352 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,355 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,357 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,360 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,363 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,367 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,370 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,374 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,377 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,380 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,383 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,386 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,388 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,391 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,394 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,397 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,400 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-09T13:48:27,404 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-09T13:48:27,405 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,409 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,410 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,413 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,416 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,419 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,422 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,425 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,428 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,431 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,434 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,437 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,440 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,443 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-09T13:48:27,447 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:27,448 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:27,451 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:27,453 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-09T13:48:27,457 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-09T13:48:27,458 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,461 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,463 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,466 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,469 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,472 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,475 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-09T13:48:27,479 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,480 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,483 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,486 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,487 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,490 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,493 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-09T13:48:27,497 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-09T13:48:27,498 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,500 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,503 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,506 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,509 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,513 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,516 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,519 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,522 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-09T13:48:27,526 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-09T13:48:27,527 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-09T13:48:27,529 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-09T13:48:27,531 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-09T13:48:27,532 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-09T13:48:27,535 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-09T13:48:27,538 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-09T13:48:27,539 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-09T13:48:27,541 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-09T13:48:27,543 running install_egg_info 2026-02-09T13:48:27,548 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.24.0-py3.11.egg-info 2026-02-09T13:48:27,560 running install_scripts 2026-02-09T13:48:27,572 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.24.0.dist-info/WHEEL 2026-02-09T13:48:27,575 creating '/tmp/pip-wheel-yhh34bg6/.tmp-twgrrd6n/snowflake_ml_python-1.24.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-09T13:48:27,578 adding 'snowflake/cortex/__init__.py' 2026-02-09T13:48:27,579 adding 'snowflake/cortex/_classify_text.py' 2026-02-09T13:48:27,582 adding 'snowflake/cortex/_complete.py' 2026-02-09T13:48:27,583 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-09T13:48:27,585 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-09T13:48:27,586 adding 'snowflake/cortex/_extract_answer.py' 2026-02-09T13:48:27,588 adding 'snowflake/cortex/_finetune.py' 2026-02-09T13:48:27,589 adding 'snowflake/cortex/_sentiment.py' 2026-02-09T13:48:27,591 adding 'snowflake/cortex/_sse_client.py' 2026-02-09T13:48:27,592 adding 'snowflake/cortex/_summarize.py' 2026-02-09T13:48:27,593 adding 'snowflake/cortex/_translate.py' 2026-02-09T13:48:27,595 adding 'snowflake/cortex/_util.py' 2026-02-09T13:48:27,596 adding 'snowflake/ml/version.py' 2026-02-09T13:48:27,598 adding 'snowflake/ml/_internal/env.py' 2026-02-09T13:48:27,602 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-09T13:48:27,605 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-09T13:48:27,606 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-09T13:48:27,607 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-09T13:48:27,609 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-09T13:48:27,610 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-09T13:48:27,614 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-09T13:48:27,616 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-09T13:48:27,617 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-09T13:48:27,619 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-09T13:48:27,620 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-09T13:48:27,621 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-09T13:48:27,623 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-09T13:48:27,624 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-09T13:48:27,625 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-09T13:48:27,627 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-09T13:48:27,628 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-09T13:48:27,629 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-09T13:48:27,631 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-09T13:48:27,632 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-09T13:48:27,634 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-09T13:48:27,636 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-09T13:48:27,638 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-09T13:48:27,640 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-09T13:48:27,641 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-09T13:48:27,643 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-09T13:48:27,645 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-09T13:48:27,646 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-09T13:48:27,648 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-09T13:48:27,649 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-09T13:48:27,651 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-09T13:48:27,653 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-09T13:48:27,654 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-09T13:48:27,656 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-09T13:48:27,657 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-09T13:48:27,659 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-09T13:48:27,661 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-09T13:48:27,662 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-09T13:48:27,663 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-09T13:48:27,665 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-09T13:48:27,666 adding 'snowflake/ml/data/__init__.py' 2026-02-09T13:48:27,668 adding 'snowflake/ml/data/data_connector.py' 2026-02-09T13:48:27,670 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-09T13:48:27,671 adding 'snowflake/ml/data/data_source.py' 2026-02-09T13:48:27,673 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-09T13:48:27,674 adding 'snowflake/ml/data/torch_utils.py' 2026-02-09T13:48:27,677 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-09T13:48:27,679 adding 'snowflake/ml/dataset/__init__.py' 2026-02-09T13:48:27,682 adding 'snowflake/ml/dataset/dataset.py' 2026-02-09T13:48:27,683 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-09T13:48:27,684 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-09T13:48:27,686 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-09T13:48:27,688 adding 'snowflake/ml/experiment/__init__.py' 2026-02-09T13:48:27,689 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-09T13:48:27,692 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-09T13:48:27,693 adding 'snowflake/ml/experiment/utils.py' 2026-02-09T13:48:27,695 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-09T13:48:27,696 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-09T13:48:27,698 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-09T13:48:27,699 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-09T13:48:27,701 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-09T13:48:27,702 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-09T13:48:27,704 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-09T13:48:27,705 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-09T13:48:27,707 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-09T13:48:27,709 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-09T13:48:27,711 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-09T13:48:27,713 adding 'snowflake/ml/feature_store/aggregation.py' 2026-02-09T13:48:27,715 adding 'snowflake/ml/feature_store/entity.py' 2026-02-09T13:48:27,717 adding 'snowflake/ml/feature_store/feature.py' 2026-02-09T13:48:27,734 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-09T13:48:27,741 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-09T13:48:27,743 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-02-09T13:48:27,748 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-02-09T13:48:27,750 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-09T13:48:27,752 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-09T13:48:27,753 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-09T13:48:27,755 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-09T13:48:27,756 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-09T13:48:27,758 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-09T13:48:27,759 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-09T13:48:27,761 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-09T13:48:27,762 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-09T13:48:27,764 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-09T13:48:27,765 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-09T13:48:27,767 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-09T13:48:27,769 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-09T13:48:27,771 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-09T13:48:27,772 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-09T13:48:27,773 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-09T13:48:27,774 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-09T13:48:27,775 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-09T13:48:27,777 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-09T13:48:27,778 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-09T13:48:27,779 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-09T13:48:27,781 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-09T13:48:27,783 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-09T13:48:27,786 adding 'snowflake/ml/fileset/fileset.py' 2026-02-09T13:48:27,788 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-09T13:48:27,790 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-09T13:48:27,793 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-09T13:48:27,795 adding 'snowflake/ml/jobs/__init__.py' 2026-02-09T13:48:27,796 adding 'snowflake/ml/jobs/decorators.py' 2026-02-09T13:48:27,799 adding 'snowflake/ml/jobs/job.py' 2026-02-09T13:48:27,801 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-09T13:48:27,804 adding 'snowflake/ml/jobs/manager.py' 2026-02-09T13:48:27,805 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-09T13:48:27,807 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-02-09T13:48:27,808 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-02-09T13:48:27,810 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-02-09T13:48:27,812 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-02-09T13:48:27,815 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-02-09T13:48:27,816 adding 'snowflake/ml/jobs/_interop/results.py' 2026-02-09T13:48:27,818 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-02-09T13:48:27,819 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-02-09T13:48:27,821 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-02-09T13:48:27,822 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-02-09T13:48:27,823 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2026-02-09T13:48:27,828 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-02-09T13:48:27,829 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-02-09T13:48:27,831 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-02-09T13:48:27,832 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-02-09T13:48:27,834 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-02-09T13:48:27,835 adding 'snowflake/ml/jobs/_utils/types.py' 2026-02-09T13:48:27,837 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-02-09T13:48:27,839 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-02-09T13:48:27,841 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-02-09T13:48:27,843 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-02-09T13:48:27,845 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-02-09T13:48:27,846 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-02-09T13:48:27,848 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-02-09T13:48:27,850 adding 'snowflake/ml/lineage/__init__.py' 2026-02-09T13:48:27,851 adding 'snowflake/ml/lineage/lineage_node.py' 2026-02-09T13:48:27,854 adding 'snowflake/ml/model/__init__.py' 2026-02-09T13:48:27,855 adding 'snowflake/ml/model/code_path.py' 2026-02-09T13:48:27,856 adding 'snowflake/ml/model/compute_pool.py' 2026-02-09T13:48:27,858 adding 'snowflake/ml/model/custom_model.py' 2026-02-09T13:48:27,860 adding 'snowflake/ml/model/event_handler.py' 2026-02-09T13:48:27,861 adding 'snowflake/ml/model/inference_engine.py' 2026-02-09T13:48:27,864 adding 'snowflake/ml/model/model_signature.py' 2026-02-09T13:48:27,866 adding 'snowflake/ml/model/openai_signatures.py' 2026-02-09T13:48:27,867 adding 'snowflake/ml/model/target_platform.py' 2026-02-09T13:48:27,868 adding 'snowflake/ml/model/task.py' 2026-02-09T13:48:27,870 adding 'snowflake/ml/model/type_hints.py' 2026-02-09T13:48:27,871 adding 'snowflake/ml/model/volatility.py' 2026-02-09T13:48:27,874 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-02-09T13:48:27,875 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-02-09T13:48:27,877 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-02-09T13:48:27,883 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-02-09T13:48:27,886 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-02-09T13:48:27,887 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-02-09T13:48:27,891 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-02-09T13:48:27,893 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-02-09T13:48:27,898 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-02-09T13:48:27,900 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-02-09T13:48:27,902 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-02-09T13:48:27,904 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-02-09T13:48:27,906 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-02-09T13:48:27,907 adding 'snowflake/ml/model/_client/sql/model.py' 2026-02-09T13:48:27,910 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-02-09T13:48:27,912 adding 'snowflake/ml/model/_client/sql/service.py' 2026-02-09T13:48:27,913 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-02-09T13:48:27,914 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-02-09T13:48:27,917 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-02-09T13:48:27,919 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-02-09T13:48:27,921 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-02-09T13:48:27,923 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-02-09T13:48:27,924 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-02-09T13:48:27,925 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-02-09T13:48:27,927 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-02-09T13:48:27,928 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-02-09T13:48:27,930 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-02-09T13:48:27,931 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-02-09T13:48:27,933 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-02-09T13:48:27,936 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-02-09T13:48:27,937 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-02-09T13:48:27,941 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-02-09T13:48:27,943 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-02-09T13:48:27,945 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-02-09T13:48:27,948 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-02-09T13:48:27,949 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-02-09T13:48:27,954 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-02-09T13:48:27,956 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-02-09T13:48:27,958 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-02-09T13:48:27,960 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-02-09T13:48:27,963 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-02-09T13:48:27,965 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-02-09T13:48:27,967 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-02-09T13:48:27,970 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-02-09T13:48:27,972 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-02-09T13:48:27,974 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-02-09T13:48:27,976 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-02-09T13:48:27,978 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-02-09T13:48:27,980 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-02-09T13:48:27,981 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-02-09T13:48:27,982 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-02-09T13:48:27,983 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-02-09T13:48:27,985 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-02-09T13:48:27,986 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-02-09T13:48:27,989 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-02-09T13:48:27,991 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-02-09T13:48:27,993 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-02-09T13:48:27,994 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-02-09T13:48:27,995 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-02-09T13:48:27,997 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-02-09T13:48:27,999 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-02-09T13:48:28,001 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-02-09T13:48:28,003 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-02-09T13:48:28,004 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-02-09T13:48:28,008 adding 'snowflake/ml/model/_signatures/core.py' 2026-02-09T13:48:28,010 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-02-09T13:48:28,011 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-02-09T13:48:28,013 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-02-09T13:48:28,014 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-02-09T13:48:28,016 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-02-09T13:48:28,018 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-02-09T13:48:28,020 adding 'snowflake/ml/model/_signatures/utils.py' 2026-02-09T13:48:28,023 adding 'snowflake/ml/model/models/huggingface.py' 2026-02-09T13:48:28,025 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-02-09T13:48:28,029 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-02-09T13:48:28,030 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-02-09T13:48:28,031 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-02-09T13:48:28,033 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-02-09T13:48:28,034 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-02-09T13:48:28,036 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-02-09T13:48:28,038 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-02-09T13:48:28,040 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-02-09T13:48:28,045 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-02-09T13:48:28,047 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-02-09T13:48:28,049 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-02-09T13:48:28,052 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-02-09T13:48:28,055 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-02-09T13:48:28,057 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-02-09T13:48:28,061 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-02-09T13:48:28,063 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-02-09T13:48:28,068 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-02-09T13:48:28,073 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-02-09T13:48:28,077 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-02-09T13:48:28,082 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-02-09T13:48:28,087 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-02-09T13:48:28,092 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-02-09T13:48:28,097 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-02-09T13:48:28,102 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-02-09T13:48:28,107 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-02-09T13:48:28,113 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-02-09T13:48:28,118 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-02-09T13:48:28,123 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-02-09T13:48:28,128 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-02-09T13:48:28,130 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-02-09T13:48:28,135 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-02-09T13:48:28,139 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-02-09T13:48:28,141 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-02-09T13:48:28,146 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-02-09T13:48:28,150 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-02-09T13:48:28,155 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-02-09T13:48:28,160 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-02-09T13:48:28,165 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-02-09T13:48:28,169 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-02-09T13:48:28,174 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-02-09T13:48:28,179 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-02-09T13:48:28,181 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-02-09T13:48:28,185 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-02-09T13:48:28,190 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-02-09T13:48:28,195 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-02-09T13:48:28,200 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-02-09T13:48:28,205 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-02-09T13:48:28,210 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-02-09T13:48:28,215 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-02-09T13:48:28,220 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-02-09T13:48:28,225 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-02-09T13:48:28,229 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-02-09T13:48:28,231 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-02-09T13:48:28,236 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-02-09T13:48:28,241 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-02-09T13:48:28,243 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-02-09T13:48:28,248 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-02-09T13:48:28,252 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-02-09T13:48:28,257 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-02-09T13:48:28,262 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-09T13:48:28,268 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-09T13:48:28,273 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-09T13:48:28,279 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-09T13:48:28,284 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-09T13:48:28,290 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-09T13:48:28,296 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-09T13:48:28,301 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-09T13:48:28,306 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-02-09T13:48:28,312 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-02-09T13:48:28,317 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-02-09T13:48:28,322 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-02-09T13:48:28,326 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-02-09T13:48:28,328 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-02-09T13:48:28,333 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-02-09T13:48:28,337 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-02-09T13:48:28,342 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-02-09T13:48:28,346 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-02-09T13:48:28,351 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-02-09T13:48:28,356 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-02-09T13:48:28,361 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-02-09T13:48:28,365 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-02-09T13:48:28,368 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-02-09T13:48:28,371 adding 'snowflake/ml/modeling/framework/base.py' 2026-02-09T13:48:28,373 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-02-09T13:48:28,378 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-02-09T13:48:28,383 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-02-09T13:48:28,385 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-02-09T13:48:28,391 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-02-09T13:48:28,396 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-02-09T13:48:28,401 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-02-09T13:48:28,404 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-02-09T13:48:28,405 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-02-09T13:48:28,410 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-09T13:48:28,415 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-09T13:48:28,420 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-09T13:48:28,424 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-09T13:48:28,429 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-09T13:48:28,431 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-09T13:48:28,436 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-09T13:48:28,438 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-09T13:48:28,443 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-09T13:48:28,447 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-09T13:48:28,450 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-09T13:48:28,454 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-09T13:48:28,459 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-09T13:48:28,464 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-09T13:48:28,469 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-09T13:48:28,474 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-09T13:48:28,479 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-09T13:48:28,484 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-09T13:48:28,488 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-09T13:48:28,493 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-09T13:48:28,498 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-09T13:48:28,503 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-09T13:48:28,508 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-09T13:48:28,513 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-09T13:48:28,518 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-09T13:48:28,523 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-09T13:48:28,529 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-09T13:48:28,533 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-09T13:48:28,538 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-09T13:48:28,543 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-09T13:48:28,548 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-09T13:48:28,553 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-09T13:48:28,558 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-09T13:48:28,563 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-09T13:48:28,568 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-09T13:48:28,573 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-09T13:48:28,578 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-09T13:48:28,583 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-09T13:48:28,588 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-09T13:48:28,593 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-09T13:48:28,598 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-09T13:48:28,604 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-09T13:48:28,609 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-09T13:48:28,614 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-09T13:48:28,619 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-09T13:48:28,624 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-09T13:48:28,626 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-09T13:48:28,631 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-09T13:48:28,635 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-09T13:48:28,640 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-09T13:48:28,646 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-09T13:48:28,648 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-09T13:48:28,654 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-09T13:48:28,656 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-09T13:48:28,658 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-09T13:48:28,660 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-09T13:48:28,662 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-09T13:48:28,665 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-09T13:48:28,667 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-09T13:48:28,672 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-09T13:48:28,677 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-09T13:48:28,679 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-09T13:48:28,683 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-09T13:48:28,687 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-09T13:48:28,689 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-09T13:48:28,693 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-09T13:48:28,698 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-09T13:48:28,703 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-09T13:48:28,705 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-09T13:48:28,710 adding 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2026-02-09T13:48:28,767 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-02-09T13:48:28,772 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-02-09T13:48:28,777 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-02-09T13:48:28,779 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-02-09T13:48:28,784 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-02-09T13:48:28,790 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-02-09T13:48:28,795 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-02-09T13:48:28,798 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-02-09T13:48:28,799 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-02-09T13:48:28,800 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-02-09T13:48:28,802 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-02-09T13:48:28,806 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-02-09T13:48:28,809 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-02-09T13:48:28,810 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-02-09T13:48:28,813 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-02-09T13:48:28,815 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-02-09T13:48:28,817 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-02-09T13:48:28,819 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-02-09T13:48:28,821 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-02-09T13:48:28,830 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-02-09T13:48:28,834 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-02-09T13:48:28,838 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-02-09T13:48:28,840 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-02-09T13:48:28,842 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-09T13:48:28,844 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-09T13:48:28,848 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-09T13:48:28,853 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-09T13:48:28,855 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-09T13:48:28,860 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-09T13:48:28,865 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-09T13:48:28,870 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-09T13:48:28,875 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-09T13:48:28,880 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-09T13:48:28,884 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-09T13:48:28,886 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-09T13:48:28,891 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-09T13:48:28,897 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-09T13:48:28,902 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-09T13:48:28,907 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-09T13:48:28,909 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-09T13:48:28,915 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-09T13:48:28,921 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-09T13:48:28,927 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-09T13:48:28,933 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-09T13:48:28,937 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-09T13:48:28,938 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-09T13:48:28,939 adding 'snowflake/ml/monitoring/shap.py' 2026-02-09T13:48:28,942 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-09T13:48:28,944 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-09T13:48:28,945 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-09T13:48:28,948 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-09T13:48:28,949 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-09T13:48:28,951 adding 'snowflake/ml/registry/__init__.py' 2026-02-09T13:48:28,954 adding 'snowflake/ml/registry/registry.py' 2026-02-09T13:48:28,958 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-09T13:48:28,960 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-09T13:48:28,962 adding 'snowflake/ml/utils/authentication.py' 2026-02-09T13:48:28,964 adding 'snowflake/ml/utils/connection_params.py' 2026-02-09T13:48:28,966 adding 'snowflake/ml/utils/html_utils.py' 2026-02-09T13:48:28,967 adding 'snowflake/ml/utils/sparse.py' 2026-02-09T13:48:28,968 adding 'snowflake/ml/utils/sql_client.py' 2026-02-09T13:48:28,972 adding 'snowflake_ml_python-1.24.0.dist-info/licenses/LICENSE.txt' 2026-02-09T13:48:28,987 adding 'snowflake_ml_python-1.24.0.dist-info/METADATA' 2026-02-09T13:48:28,989 adding 'snowflake_ml_python-1.24.0.dist-info/WHEEL' 2026-02-09T13:48:28,990 adding 'snowflake_ml_python-1.24.0.dist-info/top_level.txt' 2026-02-09T13:48:28,997 adding 'snowflake_ml_python-1.24.0.dist-info/RECORD' 2026-02-09T13:48:29,034 removing build/bdist.linux-armv7l/wheel 2026-02-09T13:48:29,267 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-09T13:48:29,324 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.24.0-py3-none-any.whl size=2255253 sha256=73e336406c95e697aff597b1be3acc63456e982659d65726d77858d53208d074 2026-02-09T13:48:29,326 Stored in directory: /tmp/pip-ephem-wheel-cache-7srpdo8_/wheels/50/73/61/3ee65bc74fd5e92352fdb491e187c2694bc5e5c6875531fa9a 2026-02-09T13:48:29,397 Successfully built snowflake-ml-python 2026-02-09T13:48:29,459 Removed build tracker: '/tmp/pip-build-tracker-nj7y3h31'