2026-03-02T01:43:01,743 Created temporary directory: /tmp/pip-ephem-wheel-cache-lwleu5qp 2026-03-02T01:43:01,745 Created temporary directory: /tmp/pip-build-tracker-kq1h77_h 2026-03-02T01:43:01,745 Initialized build tracking at /tmp/pip-build-tracker-kq1h77_h 2026-03-02T01:43:01,746 Created build tracker: /tmp/pip-build-tracker-kq1h77_h 2026-03-02T01:43:01,746 Entered build tracker: /tmp/pip-build-tracker-kq1h77_h 2026-03-02T01:43:01,747 Created temporary directory: /tmp/pip-wheel-2hepyi7d 2026-03-02T01:43:01,750 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 2026-03-02T01:43:01,752 Created temporary directory: /tmp/pip-ephem-wheel-cache-eivxu8b6 2026-03-02T01:43:01,775 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-02T01:43:01,778 2 location(s) to search for versions of snowflake-ml-python: 2026-03-02T01:43:01,778 * https://pypi.org/simple/snowflake-ml-python/ 2026-03-02T01:43:01,778 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-02T01:43:01,779 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-03-02T01:43:01,780 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-03-02T01:43:01,781 Found index url https://pypi.org/simple 2026-03-02T01:43:01,992 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-03-02T01:43:02,012 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/b1/3e/6f3b933aac288e2b0d066c46fd3d135b7715aa3f8a4e0e1558b0b592f8a4/snowflake_ml_python-1.27.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,100 Found link https://files.pythonhosted.org/packages/51/72/5807555bd5692c36e4948c9b63179a506711cc3128ae2446eadc80714fa9/snowflake_ml_python-1.27.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.27.0 2026-03-02T01:43:02,100 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/a8/e2/58713b8122a485d21b08a1a74d05f4983be2efd901ec2f29b3d0dc3a4c6e/snowflake_ml_python-1.28.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,101 Found link https://files.pythonhosted.org/packages/b2/71/ab2d53ab6769872c751dc134fa5759b4b2d5c0e8ed1829b704054a6cb3f8/snowflake_ml_python-1.28.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.28.0 2026-03-02T01:43:02,102 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/79/75/d15084dfbd20eeb73b8ae6523c9c83b290c6f07af19d5ef330675e39a2c6/snowflake_ml_python-1.29.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,103 Found link https://files.pythonhosted.org/packages/f4/81/41eb5a04b787a74fe5a67ef0936b8079127b8573e4a57d5da8189b6794eb/snowflake_ml_python-1.29.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.29.0 2026-03-02T01:43:02,104 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-02T01:43:02,105 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-02T01:43:02,106 Found index url https://www.piwheels.org/simple 2026-03-02T01:43:02,288 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-03-02T01:43:02,301 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.28.0-py3-none-any.whl#sha256=73efd81f7b692eb19d3720e33afef8bd708bb6c2b13666f3d1c37bcae1d8c020 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,302 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.27.0-py3-none-any.whl#sha256=173225ca58d2921102882e1eec485f9d8d52e706b2a3fc6ddd92682a6885ba53 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,302 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.26.0-py3-none-any.whl#sha256=48d404ff42f36a907dbe0022fb364c0848f1448e150a664b15f0e18011077544 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,303 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.1-py3-none-any.whl#sha256=1fce4e5faefa0d3654b4f2fc310abf13f50bd5870979d4d26538b0a650706b47 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,304 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.0-py3-none-any.whl#sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,305 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.24.0-py3-none-any.whl#sha256=73e336406c95e697aff597b1be3acc63456e982659d65726d77858d53208d074 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-02T01:43:02,305 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.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) 2026-03-02T01:43:02,305 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.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) 2026-03-02T01:43:02,306 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.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) 2026-03-02T01:43:02,306 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.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) 2026-03-02T01:43:02,307 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2026-03-02T01:43:02,311 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) 2026-03-02T01:43:02,311 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) 2026-03-02T01:43:02,312 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 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(requires-python:<3.13,>=3.9) 2026-03-02T01:43:02,317 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) 2026-03-02T01:43:02,318 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) 2026-03-02T01:43:02,318 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) 2026-03-02T01:43:02,319 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-02T01:43:02,319 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-02T01:43:02,319 Skipping link: No binaries permitted for snowflake-ml-python: 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-02T01:43:02,322 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) 2026-03-02T01:43:02,322 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) 2026-03-02T01:43:02,323 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) 2026-03-02T01:43:02,324 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) 2026-03-02T01:43:02,324 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) 2026-03-02T01:43:02,325 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-02T01:43:02,325 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-03-02T01:43:02,350 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-03-02T01:43:02,370 Collecting snowflake-ml-python==1.29.0 2026-03-02T01:43:02,372 Created temporary directory: /tmp/pip-unpack-0cpwmtm1 2026-03-02T01:43:02,502 Downloading snowflake_ml_python-1.29.0.tar.gz (2.0 MB) 2026-03-02T01:43:04,070 Added snowflake-ml-python==1.29.0 from https://files.pythonhosted.org/packages/f4/81/41eb5a04b787a74fe5a67ef0936b8079127b8573e4a57d5da8189b6794eb/snowflake_ml_python-1.29.0.tar.gz to build tracker '/tmp/pip-build-tracker-kq1h77_h' 2026-03-02T01:43:04,076 Created temporary directory: /tmp/pip-build-env-p28xcu97 2026-03-02T01:43:04,081 Installing build dependencies: started 2026-03-02T01:43:04,082 Running command pip subprocess to install build dependencies 2026-03-02T01:43:05,260 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-03-02T01:43:05,854 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 2026-03-02T01:43:05,877 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-02T01:43:07,650 Collecting setuptools>=61.0 2026-03-02T01:43:07,752 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-03-02T01:43:10,790 Installing collected packages: setuptools 2026-03-02T01:43:13,897 Successfully installed setuptools-82.0.0 2026-03-02T01:43:14,165 Installing build dependencies: finished with status 'done' 2026-03-02T01:43:14,171 Getting requirements to build wheel: started 2026-03-02T01:43:14,172 Running command Getting requirements to build wheel 2026-03-02T01:43:14,846 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-02T01:43:14,846 !! 2026-03-02T01:43:14,847 ******************************************************************************** 2026-03-02T01:43:14,848 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). 2026-03-02T01:43:14,849 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-02T01:43:14,850 or your builds will no longer be supported. 2026-03-02T01:43:14,851 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:14,851 ******************************************************************************** 2026-03-02T01:43:14,852 !! 2026-03-02T01:43:14,853 corresp(dist, value, root_dir) 2026-03-02T01:43:14,934 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-02T01:43:14,934 !! 2026-03-02T01:43:14,935 ******************************************************************************** 2026-03-02T01:43:14,936 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-02T01:43:14,937 License :: OSI Approved :: Apache Software License 2026-03-02T01:43:14,938 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:14,938 ******************************************************************************** 2026-03-02T01:43:14,939 !! 2026-03-02T01:43:14,940 dist._finalize_license_expression() 2026-03-02T01:43:14,944 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-02T01:43:14,945 !! 2026-03-02T01:43:14,946 ******************************************************************************** 2026-03-02T01:43:14,947 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-02T01:43:14,948 License :: OSI Approved :: Apache Software License 2026-03-02T01:43:14,949 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:14,950 ******************************************************************************** 2026-03-02T01:43:14,951 !! 2026-03-02T01:43:14,952 self._finalize_license_expression() 2026-03-02T01:43:14,953 running egg_info 2026-03-02T01:43:14,956 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-02T01:43:14,975 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-02T01:43:14,987 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-02T01:43:14,989 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-02T01:43:15,200 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:15,226 adding license file 'LICENSE.txt' 2026-03-02T01:43:15,256 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:15,354 Getting requirements to build wheel: finished with status 'done' 2026-03-02T01:43:15,358 Created temporary directory: /tmp/pip-modern-metadata-wmzy23vg 2026-03-02T01:43:15,361 Preparing metadata (pyproject.toml): started 2026-03-02T01:43:15,362 Running command Preparing metadata (pyproject.toml) 2026-03-02T01:43:15,998 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-02T01:43:15,998 !! 2026-03-02T01:43:16,001 ******************************************************************************** 2026-03-02T01:43:16,001 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). 2026-03-02T01:43:16,002 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-02T01:43:16,003 or your builds will no longer be supported. 2026-03-02T01:43:16,004 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:16,005 ******************************************************************************** 2026-03-02T01:43:16,006 !! 2026-03-02T01:43:16,006 corresp(dist, value, root_dir) 2026-03-02T01:43:16,082 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-02T01:43:16,082 !! 2026-03-02T01:43:16,083 ******************************************************************************** 2026-03-02T01:43:16,084 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-02T01:43:16,085 License :: OSI Approved :: Apache Software License 2026-03-02T01:43:16,086 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:16,086 ******************************************************************************** 2026-03-02T01:43:16,087 !! 2026-03-02T01:43:16,088 dist._finalize_license_expression() 2026-03-02T01:43:16,095 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-02T01:43:16,095 !! 2026-03-02T01:43:16,096 ******************************************************************************** 2026-03-02T01:43:16,097 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-02T01:43:16,098 License :: OSI Approved :: Apache Software License 2026-03-02T01:43:16,099 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:16,099 ******************************************************************************** 2026-03-02T01:43:16,101 !! 2026-03-02T01:43:16,101 self._finalize_license_expression() 2026-03-02T01:43:16,102 running dist_info 2026-03-02T01:43:16,111 creating /tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info 2026-03-02T01:43:16,112 writing /tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/PKG-INFO 2026-03-02T01:43:16,131 writing dependency_links to /tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/dependency_links.txt 2026-03-02T01:43:16,143 writing requirements to /tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/requires.txt 2026-03-02T01:43:16,144 writing top-level names to /tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/top_level.txt 2026-03-02T01:43:16,146 writing manifest file '/tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:16,326 reading manifest file '/tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:16,328 adding license file 'LICENSE.txt' 2026-03-02T01:43:16,352 writing manifest file '/tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:16,354 creating '/tmp/pip-modern-metadata-wmzy23vg/snowflake_ml_python-1.29.0.dist-info' 2026-03-02T01:43:16,484 Preparing metadata (pyproject.toml): finished with status 'done' 2026-03-02T01:43:16,498 Source in /tmp/pip-wheel-2hepyi7d/snowflake-ml-python_2039b119b0054380b1de636f3f1cfb2f has version 1.29.0, which satisfies requirement snowflake-ml-python==1.29.0 from https://files.pythonhosted.org/packages/f4/81/41eb5a04b787a74fe5a67ef0936b8079127b8573e4a57d5da8189b6794eb/snowflake_ml_python-1.29.0.tar.gz 2026-03-02T01:43:16,500 Removed snowflake-ml-python==1.29.0 from https://files.pythonhosted.org/packages/f4/81/41eb5a04b787a74fe5a67ef0936b8079127b8573e4a57d5da8189b6794eb/snowflake_ml_python-1.29.0.tar.gz from build tracker '/tmp/pip-build-tracker-kq1h77_h' 2026-03-02T01:43:16,524 Created temporary directory: /tmp/pip-unpack-7rs9y8lm 2026-03-02T01:43:16,525 Building wheels for collected packages: snowflake-ml-python 2026-03-02T01:43:16,530 Created temporary directory: /tmp/pip-wheel-1mzheffj 2026-03-02T01:43:16,530 Destination directory: /tmp/pip-wheel-1mzheffj 2026-03-02T01:43:16,532 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-03-02T01:43:16,534 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-03-02T01:43:17,133 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-02T01:43:17,133 !! 2026-03-02T01:43:17,134 ******************************************************************************** 2026-03-02T01:43:17,135 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). 2026-03-02T01:43:17,136 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-02T01:43:17,136 or your builds will no longer be supported. 2026-03-02T01:43:17,137 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:17,138 ******************************************************************************** 2026-03-02T01:43:17,139 !! 2026-03-02T01:43:17,139 corresp(dist, value, root_dir) 2026-03-02T01:43:17,211 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-02T01:43:17,212 !! 2026-03-02T01:43:17,213 ******************************************************************************** 2026-03-02T01:43:17,214 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-02T01:43:17,215 License :: OSI Approved :: Apache Software License 2026-03-02T01:43:17,216 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:17,216 ******************************************************************************** 2026-03-02T01:43:17,218 !! 2026-03-02T01:43:17,218 dist._finalize_license_expression() 2026-03-02T01:43:17,224 /tmp/pip-build-env-p28xcu97/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-02T01:43:17,225 !! 2026-03-02T01:43:17,226 ******************************************************************************** 2026-03-02T01:43:17,227 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-02T01:43:17,229 License :: OSI Approved :: Apache Software License 2026-03-02T01:43:17,230 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-02T01:43:17,230 ******************************************************************************** 2026-03-02T01:43:17,232 !! 2026-03-02T01:43:17,232 self._finalize_license_expression() 2026-03-02T01:43:17,233 running bdist_wheel 2026-03-02T01:43:17,244 running build 2026-03-02T01:43:17,245 running build_py 2026-03-02T01:43:17,251 creating build/lib/snowflake/ml 2026-03-02T01:43:17,255 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-03-02T01:43:17,258 creating build/lib/snowflake/cortex 2026-03-02T01:43:17,259 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,261 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,263 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,265 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,267 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,269 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,271 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,274 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,276 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,279 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,281 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,283 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-03-02T01:43:17,286 creating build/lib/snowflake/ml/model 2026-03-02T01:43:17,287 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,290 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,292 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,294 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,296 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,298 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,300 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,302 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,304 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,306 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,308 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,311 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-03-02T01:43:17,315 creating build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,316 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,318 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,320 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,323 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,325 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,328 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,331 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,333 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,335 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-03-02T01:43:17,338 creating build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,339 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,342 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,345 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,347 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,350 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,357 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,360 copying snowflake/ml/feature_store/stream_source.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,363 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,366 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,368 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-03-02T01:43:17,371 creating build/lib/snowflake/ml/experiment 2026-03-02T01:43:17,372 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-03-02T01:43:17,374 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-03-02T01:43:17,376 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-03-02T01:43:17,378 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-03-02T01:43:17,381 creating build/lib/snowflake/ml/utils 2026-03-02T01:43:17,382 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-03-02T01:43:17,384 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-03-02T01:43:17,387 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-03-02T01:43:17,389 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-03-02T01:43:17,391 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-03-02T01:43:17,393 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-03-02T01:43:17,396 creating build/lib/snowflake/ml/data 2026-03-02T01:43:17,397 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-03-02T01:43:17,399 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-03-02T01:43:17,401 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-03-02T01:43:17,403 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-03-02T01:43:17,405 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-03-02T01:43:17,407 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-03-02T01:43:17,410 creating build/lib/snowflake/ml/lineage 2026-03-02T01:43:17,411 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-03-02T01:43:17,413 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-03-02T01:43:17,416 creating build/lib/snowflake/ml/jobs 2026-03-02T01:43:17,417 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-03-02T01:43:17,419 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-03-02T01:43:17,421 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-03-02T01:43:17,424 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-03-02T01:43:17,426 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-03-02T01:43:17,430 creating build/lib/snowflake/ml/dataset 2026-03-02T01:43:17,431 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-03-02T01:43:17,433 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-03-02T01:43:17,436 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-03-02T01:43:17,438 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-03-02T01:43:17,441 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-03-02T01:43:17,443 creating build/lib/snowflake/ml/registry 2026-03-02T01:43:17,444 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-03-02T01:43:17,446 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-03-02T01:43:17,450 creating build/lib/snowflake/ml/fileset 2026-03-02T01:43:17,451 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-02T01:43:17,454 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-03-02T01:43:17,456 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-02T01:43:17,459 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-03-02T01:43:17,462 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-03-02T01:43:17,465 creating build/lib/snowflake/ml/monitoring 2026-03-02T01:43:17,466 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-03-02T01:43:17,468 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-03-02T01:43:17,471 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-03-02T01:43:17,473 creating build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,474 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,477 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,480 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,482 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,484 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,487 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,489 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,491 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,493 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,495 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-02T01:43:17,498 creating build/lib/snowflake/ml/model/batch 2026-03-02T01:43:17,499 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-03-02T01:43:17,502 creating build/lib/snowflake/ml/model/_model_composer 2026-03-02T01:43:17,503 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-03-02T01:43:17,506 creating build/lib/snowflake/ml/model/models 2026-03-02T01:43:17,507 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-03-02T01:43:17,510 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-03-02T01:43:17,513 creating build/lib/snowflake/ml/model/_packager 2026-03-02T01:43:17,514 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-03-02T01:43:17,516 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-03-02T01:43:17,519 creating build/lib/snowflake/ml/model/_client/model 2026-03-02T01:43:17,521 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-02T01:43:17,525 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-03-02T01:43:17,527 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-03-02T01:43:17,529 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-02T01:43:17,533 creating build/lib/snowflake/ml/model/_client/ops 2026-03-02T01:43:17,534 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-02T01:43:17,536 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-02T01:43:17,538 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-02T01:43:17,541 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-02T01:43:17,545 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-02T01:43:17,548 creating build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,549 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,551 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,553 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,556 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,558 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,560 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-02T01:43:17,563 creating build/lib/snowflake/ml/model/_client/service 2026-03-02T01:43:17,564 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-02T01:43:17,566 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-02T01:43:17,567 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-03-02T01:43:17,571 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:17,572 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:17,574 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:17,576 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:17,578 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:17,581 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-02T01:43:17,582 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-02T01:43:17,584 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-02T01:43:17,585 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-02T01:43:17,588 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-02T01:43:17,591 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,592 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,595 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,597 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,600 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,603 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,605 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,608 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,610 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,614 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,616 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,619 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,621 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,624 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,626 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,629 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,631 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:17,634 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:17,635 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:17,637 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:17,639 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:17,641 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:17,643 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:17,645 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-02T01:43:17,646 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-02T01:43:17,649 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-02T01:43:17,651 creating build/lib/snowflake/ml/model/_packager/model_env 2026-03-02T01:43:17,652 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-03-02T01:43:17,656 creating build/lib/snowflake/ml/model/_packager/model_task 2026-03-02T01:43:17,657 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-03-02T01:43:17,660 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-02T01:43:17,661 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-02T01:43:17,663 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-02T01:43:17,665 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-02T01:43:17,667 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:17,668 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:17,670 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:17,673 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:17,675 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:17,676 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:17,678 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:17,681 creating build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,682 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,684 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,685 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,688 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,690 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,693 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,695 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,698 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,699 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,702 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,704 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,706 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,708 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,710 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,713 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,715 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,717 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,720 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-03-02T01:43:17,722 creating build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,723 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,725 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,727 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,729 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,731 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,733 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,735 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,737 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,740 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-02T01:43:17,742 creating build/lib/snowflake/ml/_internal/lineage 2026-03-02T01:43:17,744 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-03-02T01:43:17,747 creating build/lib/snowflake/ml/feature_store/examples 2026-03-02T01:43:17,748 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-03-02T01:43:17,751 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-02T01:43:17,753 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-02T01:43:17,755 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-02T01:43:17,757 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-02T01:43:17,759 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-02T01:43:17,761 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-02T01:43:17,764 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-02T01:43:17,765 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-02T01:43:17,768 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-02T01:43:17,769 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-02T01:43:17,771 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-02T01:43:17,774 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-02T01:43:17,775 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 2026-03-02T01:43:17,778 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 2026-03-02T01:43:17,781 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-02T01:43:17,782 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 2026-03-02T01:43:17,785 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 2026-03-02T01:43:17,787 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-02T01:43:17,789 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-02T01:43:17,791 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-02T01:43:17,794 creating build/lib/snowflake/ml/experiment/_entities 2026-03-02T01:43:17,795 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-02T01:43:17,798 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-02T01:43:17,800 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-02T01:43:17,802 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-02T01:43:17,805 creating build/lib/snowflake/ml/experiment/callback 2026-03-02T01:43:17,806 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-03-02T01:43:17,809 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-03-02T01:43:17,812 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-03-02T01:43:17,814 creating build/lib/snowflake/ml/experiment/_client 2026-03-02T01:43:17,816 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-03-02T01:43:17,818 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-03-02T01:43:17,822 creating build/lib/snowflake/ml/data/_internal 2026-03-02T01:43:17,823 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-03-02T01:43:17,826 creating build/lib/snowflake/ml/modeling/manifold 2026-03-02T01:43:17,828 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-02T01:43:17,833 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-02T01:43:17,835 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-02T01:43:17,839 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-02T01:43:17,842 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-02T01:43:17,847 creating build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,849 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,853 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,856 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,861 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,864 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,867 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,870 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,873 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,877 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,881 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,885 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,889 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,892 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,896 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,901 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,905 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,910 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,914 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,918 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,921 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,925 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,930 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,934 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,938 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,941 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,946 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,949 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,953 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,957 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,961 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,965 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,969 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,973 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,976 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,980 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,984 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-02T01:43:17,988 creating build/lib/snowflake/ml/modeling/calibration 2026-03-02T01:43:17,990 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-02T01:43:17,994 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-02T01:43:17,996 creating build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:17,998 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:18,001 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:18,003 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:18,006 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:18,009 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:18,011 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-02T01:43:18,014 creating build/lib/snowflake/ml/modeling/neural_network 2026-03-02T01:43:18,016 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-02T01:43:18,020 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-02T01:43:18,024 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-02T01:43:18,028 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-02T01:43:18,031 creating build/lib/snowflake/ml/modeling/impute 2026-03-02T01:43:18,032 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-02T01:43:18,036 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-02T01:43:18,039 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-03-02T01:43:18,041 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-02T01:43:18,044 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-03-02T01:43:18,048 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:18,050 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:18,053 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:18,056 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:18,060 creating build/lib/snowflake/ml/modeling/parameters 2026-03-02T01:43:18,061 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-02T01:43:18,064 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-02T01:43:18,066 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-02T01:43:18,069 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:18,070 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:18,074 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:18,077 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:18,081 creating build/lib/snowflake/ml/modeling/tree 2026-03-02T01:43:18,082 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-02T01:43:18,086 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-02T01:43:18,090 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-02T01:43:18,094 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-03-02T01:43:18,097 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-02T01:43:18,101 creating build/lib/snowflake/ml/modeling/compose 2026-03-02T01:43:18,102 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-03-02T01:43:18,106 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-03-02T01:43:18,109 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-03-02T01:43:18,113 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,114 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,118 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,122 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,124 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,128 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,132 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:18,136 creating build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,137 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,141 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,145 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,149 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,153 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,155 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,159 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,162 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,166 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:18,171 creating build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,172 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,176 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,180 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,182 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,186 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,190 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,194 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-02T01:43:18,198 creating build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,200 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,204 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,208 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,211 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,215 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,218 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,222 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,226 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,229 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,233 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,235 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,239 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,243 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,247 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-02T01:43:18,251 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:18,252 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:18,255 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:18,259 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:18,262 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-02T01:43:18,264 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-02T01:43:18,268 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-02T01:43:18,270 creating build/lib/snowflake/ml/modeling/framework 2026-03-02T01:43:18,272 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-03-02T01:43:18,275 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-03-02T01:43:18,279 creating build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,280 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,284 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,288 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,291 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,295 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,299 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,302 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,306 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,309 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,312 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,316 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,319 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,323 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,327 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,330 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,333 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,337 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-02T01:43:18,340 creating build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,341 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,345 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,348 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,351 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,354 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,358 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,359 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,362 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,365 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,368 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-02T01:43:18,372 creating build/lib/snowflake/ml/modeling/mixture 2026-03-02T01:43:18,373 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-02T01:43:18,376 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-02T01:43:18,378 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-02T01:43:18,382 creating build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,383 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,386 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,389 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,392 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,394 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,397 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,399 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,402 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,405 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,407 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,409 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,412 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:18,415 creating build/lib/snowflake/ml/modeling/model_selection 2026-03-02T01:43:18,416 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-02T01:43:18,418 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-02T01:43:18,421 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-02T01:43:18,425 creating build/lib/snowflake/ml/modeling/pipeline 2026-03-02T01:43:18,426 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-02T01:43:18,428 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-02T01:43:18,432 creating build/lib/snowflake/ml/modeling/lightgbm 2026-03-02T01:43:18,433 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-02T01:43:18,435 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-02T01:43:18,438 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-02T01:43:18,441 creating build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,442 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,446 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,449 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,452 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,455 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,458 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,460 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,464 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,467 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,471 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,474 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-02T01:43:18,478 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,479 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,483 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,486 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,490 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,492 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,495 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:18,499 creating build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,500 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,504 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,507 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,511 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,514 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,517 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,519 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,523 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,526 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-02T01:43:18,530 creating build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,531 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,534 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,536 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,540 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,542 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,544 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,547 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-02T01:43:18,550 creating build/lib/snowflake/ml/modeling/xgboost 2026-03-02T01:43:18,551 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-02T01:43:18,556 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-02T01:43:18,559 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-02T01:43:18,561 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-02T01:43:18,565 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-02T01:43:18,568 creating build/lib/snowflake/ml/modeling/multiclass 2026-03-02T01:43:18,569 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-02T01:43:18,573 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-02T01:43:18,575 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-02T01:43:18,578 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-02T01:43:18,582 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-02T01:43:18,583 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-02T01:43:18,586 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-02T01:43:18,588 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:18,590 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:18,592 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:18,595 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:18,598 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:18,601 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:18,606 creating build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,607 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,609 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,611 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,614 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,616 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,618 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,621 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,622 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,624 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,626 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-02T01:43:18,628 creating build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,629 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,631 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,634 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,637 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,639 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,642 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,645 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,646 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-02T01:43:18,649 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:18,650 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:18,652 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:18,654 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:18,657 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:18,660 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:18,663 creating build/lib/snowflake/ml/registry/_manager 2026-03-02T01:43:18,664 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-03-02T01:43:18,667 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-03-02T01:43:18,671 creating build/lib/snowflake/ml/monitoring/_manager 2026-03-02T01:43:18,672 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-03-02T01:43:18,676 creating build/lib/snowflake/ml/monitoring/entities 2026-03-02T01:43:18,677 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-03-02T01:43:18,680 creating build/lib/snowflake/ml/monitoring/_client 2026-03-02T01:43:18,682 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-03-02T01:43:18,687 running egg_info 2026-03-02T01:43:18,701 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-02T01:43:18,727 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-02T01:43:18,743 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-02T01:43:18,745 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-02T01:43:18,915 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:18,940 adding license file 'LICENSE.txt' 2026-03-02T01:43:18,970 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-02T01:43:19,126 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:19,128 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:19,130 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:19,148 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,150 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,165 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-02T01:43:19,168 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-02T01:43:19,170 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-02T01:43:19,173 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,174 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,176 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,178 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,180 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,183 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,185 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-02T01:43:19,290 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:19,292 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:19,299 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-03-02T01:43:19,300 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-02T01:43:19,302 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-02T01:43:19,357 installing to build/bdist.linux-armv7l/wheel 2026-03-02T01:43:19,358 running install 2026-03-02T01:43:19,381 running install_lib 2026-03-02T01:43:19,387 creating build/bdist.linux-armv7l/wheel 2026-03-02T01:43:19,389 creating build/bdist.linux-armv7l/wheel/snowflake 2026-03-02T01:43:19,391 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-03-02T01:43:19,392 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-03-02T01:43:19,394 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-03-02T01:43:19,396 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,398 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,401 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-03-02T01:43:19,402 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-03-02T01:43:19,404 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-02T01:43:19,407 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-02T01:43:19,409 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-02T01:43:19,411 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-02T01:43:19,414 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-03-02T01:43:19,415 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-02T01:43:19,418 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-02T01:43:19,420 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-02T01:43:19,423 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-02T01:43:19,426 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-02T01:43:19,429 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-03-02T01:43:19,430 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-02T01:43:19,433 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-02T01:43:19,435 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-02T01:43:19,438 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-02T01:43:19,440 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-02T01:43:19,442 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-02T01:43:19,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-03-02T01:43:19,446 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-02T01:43:19,448 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-02T01:43:19,450 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-02T01:43:19,452 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,454 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,456 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,458 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,460 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-03-02T01:43:19,462 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,464 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,467 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,469 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,471 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,474 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,475 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,478 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,479 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,482 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-02T01:43:19,484 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-03-02T01:43:19,485 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-03-02T01:43:19,487 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,489 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-03-02T01:43:19,491 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:19,492 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:19,494 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 2026-03-02T01:43:19,496 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-02T01:43:19,498 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 2026-03-02T01:43:19,500 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 2026-03-02T01:43:19,502 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 2026-03-02T01:43:19,504 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 2026-03-02T01:43:19,506 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-03-02T01:43:19,507 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 2026-03-02T01:43:19,510 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-03-02T01:43:19,511 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 2026-03-02T01:43:19,513 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 2026-03-02T01:43:19,515 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-03-02T01:43:19,518 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,519 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,522 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,524 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,526 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-02T01:43:19,529 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-03-02T01:43:19,530 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-02T01:43:19,533 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-02T01:43:19,536 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-03-02T01:43:19,537 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,538 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,541 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,544 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,546 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,549 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,551 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,554 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,557 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,560 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,562 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,564 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,567 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,570 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,572 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,575 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,577 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-02T01:43:19,580 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-02T01:43:19,581 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 2026-03-02T01:43:19,583 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 2026-03-02T01:43:19,585 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 2026-03-02T01:43:19,587 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 2026-03-02T01:43:19,589 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 2026-03-02T01:43:19,591 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-03-02T01:43:19,592 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-02T01:43:19,594 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 2026-03-02T01:43:19,597 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-03-02T01:43:19,598 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-03-02T01:43:19,601 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-02T01:43:19,603 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-03-02T01:43:19,604 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-03-02T01:43:19,607 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-03-02T01:43:19,609 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 2026-03-02T01:43:19,611 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 2026-03-02T01:43:19,613 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 2026-03-02T01:43:19,615 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:19,616 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:19,619 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:19,621 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-02T01:43:19,623 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-02T01:43:19,626 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-03-02T01:43:19,627 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,628 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,630 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,632 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,634 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-02T01:43:19,636 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,638 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-03-02T01:43:19,639 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,641 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,643 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,646 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,648 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,650 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,652 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,654 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,656 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,659 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,661 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,663 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,665 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,667 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,670 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,672 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,674 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,676 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-02T01:43:19,679 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,680 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,681 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,683 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,685 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,687 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,689 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,691 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,692 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,695 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-02T01:43:19,696 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,698 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,702 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-03-02T01:43:19,703 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-03-02T01:43:19,705 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,706 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,709 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,711 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,714 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,716 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-02T01:43:19,718 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-03-02T01:43:19,719 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,722 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,725 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,727 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,729 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,735 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,737 copying build/lib/snowflake/ml/feature_store/stream_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,740 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,743 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,745 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-02T01:43:19,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-03-02T01:43:19,749 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-03-02T01:43:19,752 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-03-02T01:43:19,753 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-02T01:43:19,755 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-03-02T01:43:19,756 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 2026-03-02T01:43:19,758 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 2026-03-02T01:43:19,760 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-02T01:43:19,762 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-02T01:43:19,764 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 2026-03-02T01:43:19,766 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-02T01:43:19,767 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 2026-03-02T01:43:19,769 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 2026-03-02T01:43:19,771 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 2026-03-02T01:43:19,774 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-02T01:43:19,775 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 2026-03-02T01:43:19,777 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-02T01:43:19,779 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 2026-03-02T01:43:19,781 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 2026-03-02T01:43:19,783 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 2026-03-02T01:43:19,786 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,787 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 2026-03-02T01:43:19,789 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 2026-03-02T01:43:19,790 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-02T01:43:19,792 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 2026-03-02T01:43:19,794 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 2026-03-02T01:43:19,796 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-02T01:43:19,798 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 2026-03-02T01:43:19,800 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-02T01:43:19,801 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 2026-03-02T01:43:19,803 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 2026-03-02T01:43:19,805 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 2026-03-02T01:43:19,808 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-03-02T01:43:19,809 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-03-02T01:43:19,811 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-02T01:43:19,813 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-02T01:43:19,816 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-02T01:43:19,818 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-02T01:43:19,820 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-02T01:43:19,824 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-03-02T01:43:19,825 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-02T01:43:19,827 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-02T01:43:19,829 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-02T01:43:19,832 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-03-02T01:43:19,833 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-02T01:43:19,835 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-02T01:43:19,838 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-02T01:43:19,839 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-02T01:43:19,841 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-02T01:43:19,844 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-03-02T01:43:19,845 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-02T01:43:19,847 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-02T01:43:19,850 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-02T01:43:19,852 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-02T01:43:19,854 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-02T01:43:19,856 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-02T01:43:19,859 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-03-02T01:43:19,860 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-02T01:43:19,864 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-03-02T01:43:19,865 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-03-02T01:43:19,868 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-02T01:43:19,870 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-02T01:43:19,872 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-02T01:43:19,874 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-02T01:43:19,876 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-02T01:43:19,878 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-03-02T01:43:19,880 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-03-02T01:43:19,881 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-02T01:43:19,885 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-02T01:43:19,887 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-02T01:43:19,891 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-02T01:43:19,895 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-02T01:43:19,900 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,901 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,905 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,908 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,911 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,914 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,917 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,920 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,923 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,926 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,929 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,932 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,935 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,938 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,941 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,945 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,948 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,951 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,954 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,957 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,959 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,962 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,966 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,969 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,972 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,975 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,978 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,981 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,984 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,988 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,991 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,994 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:19,997 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:20,000 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:20,003 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:20,006 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:20,009 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-02T01:43:20,013 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-03-02T01:43:20,014 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-02T01:43:20,017 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-02T01:43:20,020 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-03-02T01:43:20,021 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-02T01:43:20,023 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-02T01:43:20,025 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-02T01:43:20,028 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-02T01:43:20,030 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-02T01:43:20,032 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-02T01:43:20,035 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-03-02T01:43:20,036 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-02T01:43:20,038 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-02T01:43:20,041 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:20,043 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 2026-03-02T01:43:20,045 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:20,047 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:20,050 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-02T01:43:20,053 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 2026-03-02T01:43:20,056 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-03-02T01:43:20,057 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-02T01:43:20,060 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-02T01:43:20,063 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-02T01:43:20,066 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-02T01:43:20,069 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-03-02T01:43:20,070 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-02T01:43:20,073 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-02T01:43:20,075 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-02T01:43:20,077 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-02T01:43:20,081 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-02T01:43:20,084 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:20,085 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:20,089 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:20,091 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-02T01:43:20,095 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-03-02T01:43:20,096 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-02T01:43:20,098 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-02T01:43:20,100 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-02T01:43:20,102 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:20,103 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:20,106 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:20,108 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-02T01:43:20,112 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-03-02T01:43:20,113 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-02T01:43:20,116 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-02T01:43:20,119 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-02T01:43:20,123 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-02T01:43:20,125 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-02T01:43:20,129 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-03-02T01:43:20,130 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-02T01:43:20,133 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-02T01:43:20,135 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-02T01:43:20,139 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,140 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,143 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,146 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,148 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,151 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,154 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-02T01:43:20,158 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,159 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,162 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,165 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,169 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,172 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,174 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,177 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,180 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,184 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-02T01:43:20,189 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-03-02T01:43:20,190 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,195 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,199 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,201 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,206 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,211 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,215 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-02T01:43:20,221 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-03-02T01:43:20,223 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,227 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,232 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,237 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,241 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,245 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,249 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,254 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,258 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,262 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,264 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,269 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,273 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,278 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-02T01:43:20,283 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:20,285 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:20,287 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:20,292 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-02T01:43:20,296 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-03-02T01:43:20,297 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-02T01:43:20,302 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-02T01:43:20,305 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-03-02T01:43:20,306 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-02T01:43:20,309 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-02T01:43:20,313 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,314 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,318 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,322 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,327 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,332 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,336 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,342 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,347 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,352 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,354 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,359 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,365 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,370 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,375 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,380 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,385 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,389 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-02T01:43:20,393 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,394 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,398 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,402 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,406 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,409 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,413 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,415 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,419 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,423 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,427 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-02T01:43:20,431 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-03-02T01:43:20,433 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-02T01:43:20,437 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-02T01:43:20,439 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-02T01:43:20,444 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,445 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,449 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,452 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,457 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,459 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,462 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,466 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,469 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,473 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,476 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,479 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,481 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-02T01:43:20,485 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-03-02T01:43:20,486 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-02T01:43:20,488 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-02T01:43:20,491 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-02T01:43:20,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-03-02T01:43:20,496 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-02T01:43:20,498 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-02T01:43:20,501 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-03-02T01:43:20,502 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-02T01:43:20,504 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-02T01:43:20,507 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-02T01:43:20,511 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,512 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,515 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,518 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,521 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,524 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,528 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,530 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,533 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,536 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,539 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,542 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-02T01:43:20,546 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,547 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,550 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,553 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,557 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,558 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,561 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-02T01:43:20,565 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-03-02T01:43:20,566 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,569 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,573 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,576 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,579 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,583 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,585 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,588 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,592 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-02T01:43:20,596 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-03-02T01:43:20,597 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,600 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,602 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,606 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,608 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,610 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,613 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-02T01:43:20,616 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-03-02T01:43:20,617 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-02T01:43:20,620 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-02T01:43:20,623 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-02T01:43:20,625 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-02T01:43:20,629 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-02T01:43:20,633 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-03-02T01:43:20,634 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-02T01:43:20,638 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-02T01:43:20,639 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-02T01:43:20,642 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-02T01:43:20,646 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-03-02T01:43:20,647 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-02T01:43:20,649 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-02T01:43:20,652 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-03-02T01:43:20,653 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-03-02T01:43:20,655 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,657 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,659 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,662 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,664 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,666 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,669 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,670 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,672 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,674 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,676 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,678 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,681 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,684 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-02T01:43:20,686 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,687 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,689 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,691 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-02T01:43:20,693 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-03-02T01:43:20,694 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,696 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,699 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,701 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,704 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,706 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,708 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,710 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-02T01:43:20,712 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-02T01:43:20,714 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-02T01:43:20,716 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-02T01:43:20,718 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-02T01:43:20,721 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-02T01:43:20,724 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-03-02T01:43:20,725 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-02T01:43:20,727 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-02T01:43:20,729 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-02T01:43:20,732 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-02T01:43:20,734 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-02T01:43:20,737 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-03-02T01:43:20,738 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-03-02T01:43:20,740 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-02T01:43:20,743 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-02T01:43:20,746 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-02T01:43:20,748 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-02T01:43:20,751 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-03-02T01:43:20,752 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-02T01:43:20,755 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-02T01:43:20,757 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-02T01:43:20,759 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-02T01:43:20,761 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-02T01:43:20,764 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-03-02T01:43:20,766 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-03-02T01:43:20,767 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-03-02T01:43:20,770 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-03-02T01:43:20,771 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-03-02T01:43:20,773 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-02T01:43:20,776 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-03-02T01:43:20,777 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-03-02T01:43:20,780 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-03-02T01:43:20,781 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-02T01:43:20,783 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-02T01:43:20,785 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-02T01:43:20,788 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-02T01:43:20,790 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-03-02T01:43:20,791 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,793 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,795 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,797 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,799 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,801 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,803 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,805 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,807 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,810 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,811 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,814 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-02T01:43:20,816 running install_egg_info 2026-03-02T01:43:20,820 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.29.0-py3.11.egg-info 2026-03-02T01:43:20,834 running install_scripts 2026-03-02T01:43:20,846 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.29.0.dist-info/WHEEL 2026-03-02T01:43:20,850 creating '/tmp/pip-wheel-1mzheffj/.tmp-tg_0ux89/snowflake_ml_python-1.29.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-03-02T01:43:20,853 adding 'snowflake/cortex/__init__.py' 2026-03-02T01:43:20,855 adding 'snowflake/cortex/_classify_text.py' 2026-03-02T01:43:20,858 adding 'snowflake/cortex/_complete.py' 2026-03-02T01:43:20,860 adding 'snowflake/cortex/_embed_text_1024.py' 2026-03-02T01:43:20,862 adding 'snowflake/cortex/_embed_text_768.py' 2026-03-02T01:43:20,863 adding 'snowflake/cortex/_extract_answer.py' 2026-03-02T01:43:20,866 adding 'snowflake/cortex/_finetune.py' 2026-03-02T01:43:20,868 adding 'snowflake/cortex/_sentiment.py' 2026-03-02T01:43:20,870 adding 'snowflake/cortex/_sse_client.py' 2026-03-02T01:43:20,871 adding 'snowflake/cortex/_summarize.py' 2026-03-02T01:43:20,873 adding 'snowflake/cortex/_translate.py' 2026-03-02T01:43:20,875 adding 'snowflake/cortex/_util.py' 2026-03-02T01:43:20,877 adding 'snowflake/ml/version.py' 2026-03-02T01:43:20,880 adding 'snowflake/ml/_internal/env.py' 2026-03-02T01:43:20,884 adding 'snowflake/ml/_internal/env_utils.py' 2026-03-02T01:43:20,887 adding 'snowflake/ml/_internal/file_utils.py' 2026-03-02T01:43:20,889 adding 'snowflake/ml/_internal/init_utils.py' 2026-03-02T01:43:20,891 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-03-02T01:43:20,893 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-03-02T01:43:20,895 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-03-02T01:43:20,899 adding 'snowflake/ml/_internal/telemetry.py' 2026-03-02T01:43:20,901 adding 'snowflake/ml/_internal/type_utils.py' 2026-03-02T01:43:20,904 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-03-02T01:43:20,905 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-03-02T01:43:20,907 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-03-02T01:43:20,909 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-03-02T01:43:20,911 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-03-02T01:43:20,912 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-03-02T01:43:20,914 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-03-02T01:43:20,916 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-03-02T01:43:20,917 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-03-02T01:43:20,919 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-03-02T01:43:20,921 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-03-02T01:43:20,923 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-03-02T01:43:20,925 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-03-02T01:43:20,927 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-03-02T01:43:20,930 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-03-02T01:43:20,932 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-03-02T01:43:20,934 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-03-02T01:43:20,936 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-03-02T01:43:20,938 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-03-02T01:43:20,940 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-03-02T01:43:20,942 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-03-02T01:43:20,945 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-03-02T01:43:20,946 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-03-02T01:43:20,949 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-03-02T01:43:20,951 adding 'snowflake/ml/_internal/utils/result.py' 2026-03-02T01:43:20,953 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-03-02T01:43:20,955 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-03-02T01:43:20,957 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-03-02T01:43:20,959 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-03-02T01:43:20,960 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-03-02T01:43:20,962 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-03-02T01:43:20,964 adding 'snowflake/ml/_internal/utils/url.py' 2026-03-02T01:43:20,966 adding 'snowflake/ml/data/__init__.py' 2026-03-02T01:43:20,969 adding 'snowflake/ml/data/data_connector.py' 2026-03-02T01:43:20,970 adding 'snowflake/ml/data/data_ingestor.py' 2026-03-02T01:43:20,972 adding 'snowflake/ml/data/data_source.py' 2026-03-02T01:43:20,974 adding 'snowflake/ml/data/ingestor_utils.py' 2026-03-02T01:43:20,975 adding 'snowflake/ml/data/torch_utils.py' 2026-03-02T01:43:20,978 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-03-02T01:43:20,980 adding 'snowflake/ml/dataset/__init__.py' 2026-03-02T01:43:20,983 adding 'snowflake/ml/dataset/dataset.py' 2026-03-02T01:43:20,984 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-03-02T01:43:20,986 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-03-02T01:43:20,987 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-03-02T01:43:20,989 adding 'snowflake/ml/experiment/__init__.py' 2026-03-02T01:43:20,991 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-03-02T01:43:20,993 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-03-02T01:43:20,995 adding 'snowflake/ml/experiment/utils.py' 2026-03-02T01:43:20,996 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-03-02T01:43:20,998 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-03-02T01:43:21,000 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-03-02T01:43:21,002 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-03-02T01:43:21,003 adding 'snowflake/ml/experiment/_entities/run.py' 2026-03-02T01:43:21,004 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-03-02T01:43:21,006 adding 'snowflake/ml/experiment/callback/keras.py' 2026-03-02T01:43:21,008 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-03-02T01:43:21,009 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-03-02T01:43:21,011 adding 'snowflake/ml/feature_store/__init__.py' 2026-03-02T01:43:21,013 adding 'snowflake/ml/feature_store/access_manager.py' 2026-03-02T01:43:21,015 adding 'snowflake/ml/feature_store/aggregation.py' 2026-03-02T01:43:21,017 adding 'snowflake/ml/feature_store/entity.py' 2026-03-02T01:43:21,018 adding 'snowflake/ml/feature_store/feature.py' 2026-03-02T01:43:21,039 adding 'snowflake/ml/feature_store/feature_store.py' 2026-03-02T01:43:21,047 adding 'snowflake/ml/feature_store/feature_view.py' 2026-03-02T01:43:21,050 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-03-02T01:43:21,052 adding 'snowflake/ml/feature_store/stream_source.py' 2026-03-02T01:43:21,056 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-03-02T01:43:21,059 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-03-02T01:43:21,060 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-03-02T01:43:21,062 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-03-02T01:43:21,064 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-03-02T01:43:21,065 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-03-02T01:43:21,067 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-03-02T01:43:21,068 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-03-02T01:43:21,069 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-03-02T01:43:21,071 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-03-02T01:43:21,072 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-03-02T01:43:21,074 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-03-02T01:43:21,075 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-03-02T01:43:21,076 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-03-02T01:43:21,078 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-03-02T01:43:21,079 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-03-02T01:43:21,080 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-03-02T01:43:21,082 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-03-02T01:43:21,083 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-03-02T01:43:21,085 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-03-02T01:43:21,086 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-03-02T01:43:21,088 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-03-02T01:43:21,090 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-03-02T01:43:21,093 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-03-02T01:43:21,097 adding 'snowflake/ml/fileset/fileset.py' 2026-03-02T01:43:21,101 adding 'snowflake/ml/fileset/sfcfs.py' 2026-03-02T01:43:21,103 adding 'snowflake/ml/fileset/snowfs.py' 2026-03-02T01:43:21,107 adding 'snowflake/ml/fileset/stage_fs.py' 2026-03-02T01:43:21,109 adding 'snowflake/ml/jobs/__init__.py' 2026-03-02T01:43:21,111 adding 'snowflake/ml/jobs/decorators.py' 2026-03-02T01:43:21,116 adding 'snowflake/ml/jobs/job.py' 2026-03-02T01:43:21,119 adding 'snowflake/ml/jobs/job_definition.py' 2026-03-02T01:43:21,123 adding 'snowflake/ml/jobs/manager.py' 2026-03-02T01:43:21,125 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-03-02T01:43:21,127 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-03-02T01:43:21,129 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-03-02T01:43:21,132 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-03-02T01:43:21,135 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-03-02T01:43:21,139 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-03-02T01:43:21,141 adding 'snowflake/ml/jobs/_interop/results.py' 2026-03-02T01:43:21,143 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-03-02T01:43:21,145 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-03-02T01:43:21,147 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-03-02T01:43:21,149 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-03-02T01:43:21,151 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-03-02T01:43:21,156 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-03-02T01:43:21,158 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-03-02T01:43:21,160 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-03-02T01:43:21,162 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-03-02T01:43:21,164 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-03-02T01:43:21,166 adding 'snowflake/ml/jobs/_utils/types.py' 2026-03-02T01:43:21,168 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-03-02T01:43:21,170 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-03-02T01:43:21,175 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-03-02T01:43:21,177 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-03-02T01:43:21,179 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-03-02T01:43:21,181 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-03-02T01:43:21,183 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-03-02T01:43:21,185 adding 'snowflake/ml/lineage/__init__.py' 2026-03-02T01:43:21,187 adding 'snowflake/ml/lineage/lineage_node.py' 2026-03-02T01:43:21,189 adding 'snowflake/ml/model/__init__.py' 2026-03-02T01:43:21,190 adding 'snowflake/ml/model/code_path.py' 2026-03-02T01:43:21,191 adding 'snowflake/ml/model/compute_pool.py' 2026-03-02T01:43:21,194 adding 'snowflake/ml/model/custom_model.py' 2026-03-02T01:43:21,195 adding 'snowflake/ml/model/event_handler.py' 2026-03-02T01:43:21,197 adding 'snowflake/ml/model/inference_engine.py' 2026-03-02T01:43:21,200 adding 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'snowflake/ml/model/_client/ops/param_utils.py' 2026-03-02T01:43:21,235 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-03-02T01:43:21,237 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-03-02T01:43:21,239 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-03-02T01:43:21,241 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-03-02T01:43:21,243 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-03-02T01:43:21,244 adding 'snowflake/ml/model/_client/sql/model.py' 2026-03-02T01:43:21,247 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-03-02T01:43:21,249 adding 'snowflake/ml/model/_client/sql/service.py' 2026-03-02T01:43:21,250 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-03-02T01:43:21,251 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-03-02T01:43:21,254 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-03-02T01:43:21,261 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-03-02T01:43:21,262 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-03-02T01:43:21,264 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-03-02T01:43:21,265 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-03-02T01:43:21,267 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-03-02T01:43:21,268 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-03-02T01:43:21,269 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-03-02T01:43:21,271 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-03-02T01:43:21,273 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-03-02T01:43:21,274 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-03-02T01:43:21,276 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-03-02T01:43:21,278 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-03-02T01:43:21,281 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-03-02T01:43:21,283 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-03-02T01:43:21,285 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-03-02T01:43:21,287 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-03-02T01:43:21,289 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-03-02T01:43:21,294 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-03-02T01:43:21,296 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-03-02T01:43:21,297 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-03-02T01:43:21,299 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-03-02T01:43:21,302 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-03-02T01:43:21,304 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-03-02T01:43:21,306 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-03-02T01:43:21,309 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-03-02T01:43:21,311 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-03-02T01:43:21,313 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-03-02T01:43:21,315 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-03-02T01:43:21,317 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-03-02T01:43:21,319 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-03-02T01:43:21,320 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-03-02T01:43:21,321 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-03-02T01:43:21,322 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-03-02T01:43:21,323 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-03-02T01:43:21,325 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-03-02T01:43:21,328 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-03-02T01:43:21,329 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-03-02T01:43:21,331 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-03-02T01:43:21,333 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-03-02T01:43:21,334 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-03-02T01:43:21,336 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-03-02T01:43:21,337 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-03-02T01:43:21,339 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-03-02T01:43:21,341 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-03-02T01:43:21,343 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-03-02T01:43:21,347 adding 'snowflake/ml/model/_signatures/core.py' 2026-03-02T01:43:21,349 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-03-02T01:43:21,350 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-03-02T01:43:21,352 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-03-02T01:43:21,354 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-03-02T01:43:21,355 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-03-02T01:43:21,357 adding 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2026-03-02T01:43:21,381 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-03-02T01:43:21,387 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-03-02T01:43:21,389 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-03-02T01:43:21,391 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-03-02T01:43:21,394 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-03-02T01:43:21,397 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-03-02T01:43:21,399 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-03-02T01:43:21,403 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-03-02T01:43:21,406 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-03-02T01:43:21,410 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-03-02T01:43:21,415 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-03-02T01:43:21,419 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-03-02T01:43:21,425 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-03-02T01:43:21,429 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-03-02T01:43:21,434 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-03-02T01:43:21,439 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-03-02T01:43:21,444 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-03-02T01:43:21,449 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-03-02T01:43:21,454 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-03-02T01:43:21,459 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-03-02T01:43:21,464 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-03-02T01:43:21,469 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-03-02T01:43:21,471 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-03-02T01:43:21,476 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-03-02T01:43:21,480 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-03-02T01:43:21,482 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-03-02T01:43:21,487 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-03-02T01:43:21,491 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-03-02T01:43:21,496 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-03-02T01:43:21,501 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-03-02T01:43:21,505 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-03-02T01:43:21,510 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-03-02T01:43:21,514 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-03-02T01:43:21,519 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-03-02T01:43:21,521 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-03-02T01:43:21,526 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-03-02T01:43:21,530 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-03-02T01:43:21,535 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-03-02T01:43:21,540 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-03-02T01:43:21,545 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-03-02T01:43:21,550 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-03-02T01:43:21,555 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-03-02T01:43:21,560 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-03-02T01:43:21,564 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-03-02T01:43:21,569 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-03-02T01:43:21,571 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-03-02T01:43:21,575 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-03-02T01:43:21,580 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-03-02T01:43:21,582 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-03-02T01:43:21,586 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-03-02T01:43:21,591 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-03-02T01:43:21,596 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-03-02T01:43:21,601 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-03-02T01:43:21,606 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-03-02T01:43:21,612 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-03-02T01:43:21,617 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-03-02T01:43:21,623 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-03-02T01:43:21,629 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-03-02T01:43:21,634 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-03-02T01:43:21,639 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-03-02T01:43:21,645 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-03-02T01:43:21,651 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-03-02T01:43:21,656 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-03-02T01:43:21,660 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-03-02T01:43:21,665 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-03-02T01:43:21,667 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-03-02T01:43:21,671 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-03-02T01:43:21,676 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-03-02T01:43:21,680 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-03-02T01:43:21,685 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-03-02T01:43:21,689 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-03-02T01:43:21,694 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-03-02T01:43:21,699 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-03-02T01:43:21,703 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-03-02T01:43:21,706 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-03-02T01:43:21,710 adding 'snowflake/ml/modeling/framework/base.py' 2026-03-02T01:43:21,712 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-03-02T01:43:21,717 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-03-02T01:43:21,722 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-03-02T01:43:21,724 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-03-02T01:43:21,729 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-03-02T01:43:21,734 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-03-02T01:43:21,738 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-03-02T01:43:21,741 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-03-02T01:43:21,743 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-03-02T01:43:21,747 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-03-02T01:43:21,752 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-03-02T01:43:21,756 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-03-02T01:43:21,761 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-03-02T01:43:21,765 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-03-02T01:43:21,767 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-03-02T01:43:21,772 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-03-02T01:43:21,774 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-03-02T01:43:21,778 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-03-02T01:43:21,782 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-03-02T01:43:21,785 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-03-02T01:43:21,789 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-03-02T01:43:21,794 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-03-02T01:43:21,799 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-03-02T01:43:21,804 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-03-02T01:43:21,808 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-03-02T01:43:21,813 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-03-02T01:43:21,818 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-03-02T01:43:21,822 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-03-02T01:43:21,827 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-03-02T01:43:21,832 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-03-02T01:43:21,837 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-03-02T01:43:21,842 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-03-02T01:43:21,846 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-03-02T01:43:21,851 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-03-02T01:43:21,856 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-03-02T01:43:21,862 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-03-02T01:43:21,866 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-03-02T01:43:21,871 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-03-02T01:43:21,876 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-03-02T01:43:21,881 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-03-02T01:43:21,885 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-03-02T01:43:21,890 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-03-02T01:43:21,895 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-03-02T01:43:21,900 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-03-02T01:43:21,905 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-03-02T01:43:21,910 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-03-02T01:43:21,915 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-03-02T01:43:21,920 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-03-02T01:43:21,925 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-03-02T01:43:21,930 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-03-02T01:43:21,935 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-03-02T01:43:21,940 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-03-02T01:43:21,946 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-03-02T01:43:21,950 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-03-02T01:43:21,955 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-03-02T01:43:21,957 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-03-02T01:43:21,962 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-03-02T01:43:21,966 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-03-02T01:43:21,971 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-03-02T01:43:21,976 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-03-02T01:43:21,978 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-03-02T01:43:21,985 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-03-02T01:43:21,987 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-03-02T01:43:21,988 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-03-02T01:43:21,990 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-03-02T01:43:21,993 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-03-02T01:43:21,995 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-03-02T01:43:21,997 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-03-02T01:43:22,002 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-03-02T01:43:22,007 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-03-02T01:43:22,009 adding 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2026-03-02T01:43:22,138 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-03-02T01:43:22,140 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-03-02T01:43:22,141 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-03-02T01:43:22,143 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-03-02T01:43:22,145 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-03-02T01:43:22,153 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-03-02T01:43:22,157 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-03-02T01:43:22,162 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-03-02T01:43:22,164 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-03-02T01:43:22,166 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-03-02T01:43:22,168 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-03-02T01:43:22,172 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-03-02T01:43:22,177 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-03-02T01:43:22,179 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-03-02T01:43:22,184 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-03-02T01:43:22,189 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-03-02T01:43:22,194 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-03-02T01:43:22,199 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-03-02T01:43:22,204 adding 'snowflake/ml/modeling/svm/svc.py' 2026-03-02T01:43:22,208 adding 'snowflake/ml/modeling/svm/svr.py' 2026-03-02T01:43:22,210 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-03-02T01:43:22,215 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-03-02T01:43:22,221 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-03-02T01:43:22,226 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-03-02T01:43:22,231 adding 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'snowflake_ml_python-1.29.0.dist-info/METADATA' 2026-03-02T01:43:22,316 adding 'snowflake_ml_python-1.29.0.dist-info/WHEEL' 2026-03-02T01:43:22,317 adding 'snowflake_ml_python-1.29.0.dist-info/top_level.txt' 2026-03-02T01:43:22,325 adding 'snowflake_ml_python-1.29.0.dist-info/RECORD' 2026-03-02T01:43:22,357 removing build/bdist.linux-armv7l/wheel 2026-03-02T01:43:22,598 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-03-02T01:43:22,658 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.29.0-py3-none-any.whl size=2286922 sha256=c7c83a24f2ec13f0a377454b592e539856a05a7f435ef579a997a5d3c3e41119 2026-03-02T01:43:22,659 Stored in directory: /tmp/pip-ephem-wheel-cache-eivxu8b6/wheels/75/d1/68/f77f39beecddbd8cbb498b570d0be842ef8645f4e7f748920b 2026-03-02T01:43:22,712 Successfully built snowflake-ml-python 2026-03-02T01:43:22,778 Removed build tracker: '/tmp/pip-build-tracker-kq1h77_h'