2026-02-17T22:03:19,980 Created temporary directory: /tmp/pip-ephem-wheel-cache-k065b_9w 2026-02-17T22:03:19,982 Created temporary directory: /tmp/pip-build-tracker-kzcc7kip 2026-02-17T22:03:19,982 Initialized build tracking at /tmp/pip-build-tracker-kzcc7kip 2026-02-17T22:03:19,983 Created build tracker: /tmp/pip-build-tracker-kzcc7kip 2026-02-17T22:03:19,983 Entered build tracker: /tmp/pip-build-tracker-kzcc7kip 2026-02-17T22:03:19,984 Created temporary directory: /tmp/pip-wheel-w0nc9m1y 2026-02-17T22:03:19,988 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-17T22:03:19,990 Created temporary directory: /tmp/pip-ephem-wheel-cache-14xz5_9w 2026-02-17T22:03:20,015 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-17T22:03:20,019 2 location(s) to search for versions of snowflake-ml-python: 2026-02-17T22:03:20,019 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,019 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,019 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,020 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,021 Found index url https://pypi.org/simple 2026-02-17T22:03:20,251 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-17T22:03:20,271 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) 2026-02-17T22:03:20,353 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 2026-02-17T22:03:20,354 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) 2026-02-17T22:03:20,354 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 2026-02-17T22:03:20,355 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,356 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,357 Found index url https://www.piwheels.org/simple 2026-02-17T22:03:20,528 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-17T22:03:20,540 Skipping link: No binaries permitted for snowflake-ml-python: https://www.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) 2026-02-17T22:03:20,540 Skipping link: No binaries permitted for snowflake-ml-python: https://www.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) 2026-02-17T22:03:20,541 Skipping link: No binaries permitted for snowflake-ml-python: https://www.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) 2026-02-17T22:03:20,542 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.0-py3-none-any.whl#sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-17T22:03:20,542 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.24.0-py3-none-any.whl#sha256=73e336406c95e697aff597b1be3acc63456e982659d65726d77858d53208d074 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-17T22:03:20,544 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.23.0-py3-none-any.whl#sha256=31f5e9e3658dfeab455e0fc33c9bcdfbfd4226b657ac023b0bff857cd3a1d611 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-17T22:03:20,544 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.22.0-py3-none-any.whl#sha256=9ea45492e427342d207e54c1712b25fe15bc89a394cc0972c99d7a2ded8cbf11 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-17T22:03:20,544 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.21.0-py3-none-any.whl#sha256=3255c2428934cd2c1fda618ae8ad8b989b5fce5b4a42a3b2146713b5c2c8be7e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-17T22:03:20,545 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.20.0-py3-none-any.whl#sha256=7df53f0c85b1bd7c0a660ead74c531227a21930fd396bcf1ba1718386eb795fe (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,545 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.19.0-py3-none-any.whl#sha256=f7f705d19870cf86439bf9bdd594ceffbc1c2a0eca20dce88012ad80b7158a59 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,546 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.18.0-py3-none-any.whl#sha256=e7b7e42a36a4984fa575f699a828c51c33d1de0af5d72fa1febc223782e2c1eb (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,547 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.17.0-py3-none-any.whl#sha256=16a3995e82cf973dd21c4fc6b4aebfc4b561c45994beb79e2c302058a556941d (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,547 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.16.0-py3-none-any.whl#sha256=58592afe6424feb15fe5626e4c773cc2a0366d40b257474b6ef114c3f8333099 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,548 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.15.0-py3-none-any.whl#sha256=28483ee7790519b007719d0961c771e9f7c39eea3f2b2d6c46ced6e1e5b3dd3f (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,548 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.14.0-py3-none-any.whl#sha256=3eff78ba6e3c35fbd84b5615ac3c783e7681cf24841ee43dd0b291f3f1fe0976 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,549 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.13.0-py3-none-any.whl#sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,549 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.12.0-py3-none-any.whl#sha256=fa029aa3cbd1e190cb24328c6479d923cd2019a720fa5ac83ae41fbb0387d1b4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,550 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.11.0-py3-none-any.whl#sha256=3fd25535877c3b5bb63463f06ea31fc65e369cbebf6124644369e3f327105d7c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,551 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.10.0-py3-none-any.whl#sha256=6f5cf9770ca436587c5156ac034cf89dfefec4fa94ebfe8b9a07f539f2c29b71 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,551 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.2-py3-none-any.whl#sha256=89c4ac53936d735e937454a55d8e32c1e7ad4010293f7eaf007ce8faa5a9e52b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,551 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-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,554 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,554 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,555 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,555 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,556 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-17T22:03:20,557 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) 2026-02-17T22:03:20,557 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) 2026-02-17T22:03:20,558 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) 2026-02-17T22:03:20,560 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-17T22:03:20,560 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-17T22:03:20,561 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-17T22:03:20,561 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-17T22:03:20,562 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-02-17T22:03:20,562 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,563 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-17T22:03:20,588 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-17T22:03:20,607 Collecting snowflake-ml-python==1.28.0 2026-02-17T22:03:20,609 Created temporary directory: /tmp/pip-unpack-2fs9b3ip 2026-02-17T22:03:20,756 Downloading snowflake_ml_python-1.28.0.tar.gz (2.0 MB) 2026-02-17T22:03:22,323 Added snowflake-ml-python==1.28.0 from https://files.pythonhosted.org/packages/b2/71/ab2d53ab6769872c751dc134fa5759b4b2d5c0e8ed1829b704054a6cb3f8/snowflake_ml_python-1.28.0.tar.gz to build tracker '/tmp/pip-build-tracker-kzcc7kip' 2026-02-17T22:03:22,329 Created temporary directory: /tmp/pip-build-env-hbfvujgn 2026-02-17T22:03:22,333 Installing build dependencies: started 2026-02-17T22:03:22,334 Running command pip subprocess to install build dependencies 2026-02-17T22:03:23,485 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-17T22:03:24,040 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-02-17T22:03:24,063 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-17T22:03:25,811 Collecting setuptools>=61.0 2026-02-17T22:03:25,900 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-02-17T22:03:28,891 Installing collected packages: setuptools 2026-02-17T22:03:31,868 Successfully installed setuptools-82.0.0 2026-02-17T22:03:32,136 Installing build dependencies: finished with status 'done' 2026-02-17T22:03:32,143 Getting requirements to build wheel: started 2026-02-17T22:03:32,144 Running command Getting requirements to build wheel 2026-02-17T22:03:32,809 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-17T22:03:32,809 !! 2026-02-17T22:03:32,810 ******************************************************************************** 2026-02-17T22:03:32,811 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-17T22:03:32,812 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-17T22:03:32,812 or your builds will no longer be supported. 2026-02-17T22:03:32,813 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:32,814 ******************************************************************************** 2026-02-17T22:03:32,815 !! 2026-02-17T22:03:32,816 corresp(dist, value, root_dir) 2026-02-17T22:03:32,898 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-17T22:03:32,899 !! 2026-02-17T22:03:32,900 ******************************************************************************** 2026-02-17T22:03:32,900 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-17T22:03:32,902 License :: OSI Approved :: Apache Software License 2026-02-17T22:03:32,903 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:32,903 ******************************************************************************** 2026-02-17T22:03:32,904 !! 2026-02-17T22:03:32,904 dist._finalize_license_expression() 2026-02-17T22:03:32,911 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-17T22:03:32,912 !! 2026-02-17T22:03:32,913 ******************************************************************************** 2026-02-17T22:03:32,913 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-17T22:03:32,914 License :: OSI Approved :: Apache Software License 2026-02-17T22:03:32,915 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:32,915 ******************************************************************************** 2026-02-17T22:03:32,916 !! 2026-02-17T22:03:32,917 self._finalize_license_expression() 2026-02-17T22:03:32,919 running egg_info 2026-02-17T22:03:32,925 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-17T22:03:32,944 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-17T22:03:32,956 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-17T22:03:32,957 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-17T22:03:33,160 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:33,186 adding license file 'LICENSE.txt' 2026-02-17T22:03:33,217 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:33,315 Getting requirements to build wheel: finished with status 'done' 2026-02-17T22:03:33,319 Created temporary directory: /tmp/pip-modern-metadata-6rkrsdvh 2026-02-17T22:03:33,321 Preparing metadata (pyproject.toml): started 2026-02-17T22:03:33,322 Running command Preparing metadata (pyproject.toml) 2026-02-17T22:03:33,925 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-17T22:03:33,925 !! 2026-02-17T22:03:33,926 ******************************************************************************** 2026-02-17T22:03:33,927 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-17T22:03:33,928 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-17T22:03:33,929 or your builds will no longer be supported. 2026-02-17T22:03:33,930 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:33,930 ******************************************************************************** 2026-02-17T22:03:33,931 !! 2026-02-17T22:03:33,932 corresp(dist, value, root_dir) 2026-02-17T22:03:34,009 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-17T22:03:34,010 !! 2026-02-17T22:03:34,011 ******************************************************************************** 2026-02-17T22:03:34,011 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-17T22:03:34,013 License :: OSI Approved :: Apache Software License 2026-02-17T22:03:34,014 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:34,015 ******************************************************************************** 2026-02-17T22:03:34,016 !! 2026-02-17T22:03:34,016 dist._finalize_license_expression() 2026-02-17T22:03:34,023 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-17T22:03:34,024 !! 2026-02-17T22:03:34,024 ******************************************************************************** 2026-02-17T22:03:34,025 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-17T22:03:34,026 License :: OSI Approved :: Apache Software License 2026-02-17T22:03:34,027 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:34,027 ******************************************************************************** 2026-02-17T22:03:34,028 !! 2026-02-17T22:03:34,028 self._finalize_license_expression() 2026-02-17T22:03:34,030 running dist_info 2026-02-17T22:03:34,040 creating /tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info 2026-02-17T22:03:34,042 writing /tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/PKG-INFO 2026-02-17T22:03:34,062 writing dependency_links to /tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-17T22:03:34,074 writing requirements to /tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/requires.txt 2026-02-17T22:03:34,075 writing top-level names to /tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/top_level.txt 2026-02-17T22:03:34,076 writing manifest file '/tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:34,254 reading manifest file '/tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:34,256 adding license file 'LICENSE.txt' 2026-02-17T22:03:34,279 writing manifest file '/tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:34,281 creating '/tmp/pip-modern-metadata-6rkrsdvh/snowflake_ml_python-1.28.0.dist-info' 2026-02-17T22:03:34,411 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-17T22:03:34,425 Source in /tmp/pip-wheel-w0nc9m1y/snowflake-ml-python_3a1f903506e742a48a1db82b76d4da8b has version 1.28.0, which satisfies requirement snowflake-ml-python==1.28.0 from https://files.pythonhosted.org/packages/b2/71/ab2d53ab6769872c751dc134fa5759b4b2d5c0e8ed1829b704054a6cb3f8/snowflake_ml_python-1.28.0.tar.gz 2026-02-17T22:03:34,426 Removed snowflake-ml-python==1.28.0 from https://files.pythonhosted.org/packages/b2/71/ab2d53ab6769872c751dc134fa5759b4b2d5c0e8ed1829b704054a6cb3f8/snowflake_ml_python-1.28.0.tar.gz from build tracker '/tmp/pip-build-tracker-kzcc7kip' 2026-02-17T22:03:34,451 Created temporary directory: /tmp/pip-unpack-7m5qoqcl 2026-02-17T22:03:34,451 Building wheels for collected packages: snowflake-ml-python 2026-02-17T22:03:34,456 Created temporary directory: /tmp/pip-wheel-_jnyp9d0 2026-02-17T22:03:34,456 Destination directory: /tmp/pip-wheel-_jnyp9d0 2026-02-17T22:03:34,458 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-17T22:03:34,460 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-17T22:03:35,055 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-17T22:03:35,056 !! 2026-02-17T22:03:35,057 ******************************************************************************** 2026-02-17T22:03:35,058 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-02-17T22:03:35,059 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-17T22:03:35,059 or your builds will no longer be supported. 2026-02-17T22:03:35,061 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:35,061 ******************************************************************************** 2026-02-17T22:03:35,062 !! 2026-02-17T22:03:35,063 corresp(dist, value, root_dir) 2026-02-17T22:03:35,133 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-17T22:03:35,133 !! 2026-02-17T22:03:35,134 ******************************************************************************** 2026-02-17T22:03:35,135 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-17T22:03:35,136 License :: OSI Approved :: Apache Software License 2026-02-17T22:03:35,137 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:35,137 ******************************************************************************** 2026-02-17T22:03:35,138 !! 2026-02-17T22:03:35,138 dist._finalize_license_expression() 2026-02-17T22:03:35,146 /tmp/pip-build-env-hbfvujgn/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-17T22:03:35,146 !! 2026-02-17T22:03:35,147 ******************************************************************************** 2026-02-17T22:03:35,148 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-17T22:03:35,149 License :: OSI Approved :: Apache Software License 2026-02-17T22:03:35,150 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-17T22:03:35,150 ******************************************************************************** 2026-02-17T22:03:35,151 !! 2026-02-17T22:03:35,152 self._finalize_license_expression() 2026-02-17T22:03:35,153 running bdist_wheel 2026-02-17T22:03:35,165 running build 2026-02-17T22:03:35,166 running build_py 2026-02-17T22:03:35,172 creating build/lib/snowflake/ml 2026-02-17T22:03:35,174 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-17T22:03:35,177 creating build/lib/snowflake/cortex 2026-02-17T22:03:35,178 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,181 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,183 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,185 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,187 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,189 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,190 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,192 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,194 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,197 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,199 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,201 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-17T22:03:35,204 creating build/lib/snowflake/ml/monitoring 2026-02-17T22:03:35,205 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-17T22:03:35,208 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-17T22:03:35,210 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-17T22:03:35,213 creating build/lib/snowflake/ml/fileset 2026-02-17T22:03:35,214 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-17T22:03:35,216 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-17T22:03:35,218 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-17T22:03:35,221 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-17T22:03:35,223 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-17T22:03:35,226 creating build/lib/snowflake/ml/lineage 2026-02-17T22:03:35,227 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-17T22:03:35,229 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-17T22:03:35,232 creating build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,233 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,235 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,237 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,240 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,242 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,244 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,246 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,248 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,250 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-17T22:03:35,253 creating build/lib/snowflake/ml/registry 2026-02-17T22:03:35,254 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-17T22:03:35,257 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-17T22:03:35,259 creating build/lib/snowflake/ml/utils 2026-02-17T22:03:35,260 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-17T22:03:35,262 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-17T22:03:35,265 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-17T22:03:35,267 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-17T22:03:35,269 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-02-17T22:03:35,271 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-17T22:03:35,274 creating build/lib/snowflake/ml/experiment 2026-02-17T22:03:35,275 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-17T22:03:35,277 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-17T22:03:35,279 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-17T22:03:35,281 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-17T22:03:35,284 creating build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,285 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,288 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,291 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,293 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,299 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,302 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,305 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,307 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,310 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-17T22:03:35,312 creating build/lib/snowflake/ml/dataset 2026-02-17T22:03:35,313 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-17T22:03:35,315 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-17T22:03:35,317 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-17T22:03:35,320 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-17T22:03:35,322 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-17T22:03:35,325 creating build/lib/snowflake/ml/model 2026-02-17T22:03:35,326 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,328 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,330 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,333 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,334 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,336 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,339 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,340 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,343 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,345 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,347 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,350 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-17T22:03:35,352 creating build/lib/snowflake/ml/jobs 2026-02-17T22:03:35,353 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-17T22:03:35,356 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-17T22:03:35,359 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-17T22:03:35,361 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-17T22:03:35,364 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-17T22:03:35,367 creating build/lib/snowflake/ml/data 2026-02-17T22:03:35,368 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-17T22:03:35,370 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-17T22:03:35,372 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-17T22:03:35,374 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-17T22:03:35,376 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-17T22:03:35,378 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-17T22:03:35,380 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-17T22:03:35,381 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-17T22:03:35,384 creating build/lib/snowflake/ml/monitoring/_client 2026-02-17T22:03:35,385 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-17T22:03:35,388 creating build/lib/snowflake/ml/monitoring/entities 2026-02-17T22:03:35,389 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-17T22:03:35,392 creating build/lib/snowflake/ml/_internal/lineage 2026-02-17T22:03:35,393 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-17T22:03:35,396 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,397 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,399 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,400 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,402 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,404 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,406 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,408 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,410 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,411 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-17T22:03:35,414 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:35,414 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:35,416 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:35,419 creating build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,420 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,423 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,425 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,427 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,429 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,432 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,434 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,436 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,439 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,441 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,443 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,446 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,448 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,450 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,451 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,453 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,455 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,458 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-17T22:03:35,460 creating build/lib/snowflake/ml/registry/_manager 2026-02-17T22:03:35,461 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-17T22:03:35,464 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-17T22:03:35,467 creating build/lib/snowflake/ml/experiment/callback 2026-02-17T22:03:35,468 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-17T22:03:35,470 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-17T22:03:35,473 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-17T22:03:35,475 creating build/lib/snowflake/ml/experiment/_client 2026-02-17T22:03:35,476 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-17T22:03:35,479 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-17T22:03:35,481 creating build/lib/snowflake/ml/experiment/_entities 2026-02-17T22:03:35,482 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-17T22:03:35,484 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-17T22:03:35,486 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-17T22:03:35,488 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-17T22:03:35,490 creating build/lib/snowflake/ml/feature_store/examples 2026-02-17T22:03:35,491 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-17T22:03:35,494 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-17T22:03:35,495 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-17T22:03:35,498 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-17T22:03:35,499 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-17T22:03:35,501 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-17T22:03:35,502 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-17T22:03:35,505 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-17T22:03:35,506 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-17T22:03:35,509 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-17T22:03:35,510 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-17T22:03:35,512 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-17T22:03:35,514 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-17T22:03:35,515 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-17T22:03:35,517 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-17T22:03:35,520 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-17T22:03:35,521 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-17T22:03:35,523 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-17T22:03:35,525 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-17T22:03:35,526 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-17T22:03:35,528 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-17T22:03:35,530 creating build/lib/snowflake/ml/model/_model_composer 2026-02-17T22:03:35,531 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-17T22:03:35,534 creating build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,535 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,537 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,540 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,543 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,545 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,547 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,550 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,552 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,554 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,557 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-17T22:03:35,559 creating build/lib/snowflake/ml/model/_packager 2026-02-17T22:03:35,560 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-17T22:03:35,563 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-17T22:03:35,566 creating build/lib/snowflake/ml/model/models 2026-02-17T22:03:35,566 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-17T22:03:35,569 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-17T22:03:35,572 creating build/lib/snowflake/ml/model/batch 2026-02-17T22:03:35,573 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-02-17T22:03:35,576 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-17T22:03:35,577 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-17T22:03:35,579 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-17T22:03:35,580 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-17T22:03:35,582 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-17T22:03:35,585 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:35,586 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:35,589 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:35,591 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:35,593 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:35,595 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:35,596 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:35,598 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:35,600 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:35,602 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:35,603 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:35,605 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:35,607 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:35,609 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:35,611 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:35,613 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-17T22:03:35,614 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-17T22:03:35,617 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-17T22:03:35,618 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-17T22:03:35,621 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:35,622 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:35,624 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:35,626 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:35,630 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,631 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,634 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,636 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,639 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,642 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,644 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,647 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,649 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,651 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,654 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,657 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,659 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,661 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,664 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,666 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,669 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:35,672 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-17T22:03:35,673 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-17T22:03:35,675 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-17T22:03:35,678 creating build/lib/snowflake/ml/model/_client/service 2026-02-17T22:03:35,679 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-17T22:03:35,681 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-17T22:03:35,684 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-17T22:03:35,686 creating build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,687 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,690 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,692 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,694 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,697 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,700 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-17T22:03:35,702 creating build/lib/snowflake/ml/model/_client/model 2026-02-17T22:03:35,703 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-17T22:03:35,707 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-17T22:03:35,710 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-17T22:03:35,712 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-17T22:03:35,716 creating build/lib/snowflake/ml/model/_client/ops 2026-02-17T22:03:35,717 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-17T22:03:35,720 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-17T22:03:35,722 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-17T22:03:35,725 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-17T22:03:35,728 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-17T22:03:35,730 creating build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,732 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,734 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,736 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,738 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,741 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,743 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,745 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,747 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-17T22:03:35,750 creating build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,751 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,753 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,755 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,758 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,760 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,762 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,764 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,766 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,768 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,771 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-17T22:03:35,773 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:35,774 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:35,777 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:35,780 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:35,782 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:35,784 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:35,787 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,789 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,793 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,796 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,800 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,802 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,805 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,808 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,811 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,814 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:35,818 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,819 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,822 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,824 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,827 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,830 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,833 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,835 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,837 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,839 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,843 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,846 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,849 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:35,851 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:35,853 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:35,856 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:35,858 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:35,861 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,862 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,866 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,869 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,873 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,874 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,878 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:35,882 creating build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,883 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,885 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,887 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,889 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,891 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,894 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-17T22:03:35,897 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,898 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,901 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,904 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,907 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,911 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,914 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,918 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,921 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,924 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,927 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,931 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,934 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,936 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,939 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,943 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,946 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,950 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-17T22:03:35,954 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,955 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,959 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,962 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,966 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,969 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,971 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:35,976 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,977 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,981 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,984 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,987 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,990 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,993 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:35,996 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,000 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,003 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,007 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,010 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,013 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,017 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,021 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,024 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,028 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,031 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,034 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,038 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,041 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,044 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,048 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,050 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,053 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,056 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,059 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,062 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,066 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,069 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,072 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,076 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,079 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,082 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,084 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,088 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,091 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-17T22:03:36,094 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-17T22:03:36,095 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-17T22:03:36,098 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-17T22:03:36,102 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-17T22:03:36,104 creating build/lib/snowflake/ml/modeling/compose 2026-02-17T22:03:36,104 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-17T22:03:36,108 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-17T22:03:36,109 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-17T22:03:36,113 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-17T22:03:36,114 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-17T22:03:36,117 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-17T22:03:36,119 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-17T22:03:36,122 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-17T22:03:36,126 creating build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,127 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,129 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,132 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,134 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,137 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,140 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,143 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-17T22:03:36,145 creating build/lib/snowflake/ml/modeling/mixture 2026-02-17T22:03:36,146 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-17T22:03:36,149 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-17T22:03:36,151 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-17T22:03:36,155 creating build/lib/snowflake/ml/modeling/parameters 2026-02-17T22:03:36,156 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-17T22:03:36,158 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-17T22:03:36,160 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-17T22:03:36,162 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:36,163 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:36,167 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:36,170 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:36,173 creating build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,173 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,177 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,179 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,182 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,185 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,188 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,191 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-17T22:03:36,195 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,196 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,199 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,202 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,205 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,207 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,210 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,213 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,216 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,219 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,222 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-17T22:03:36,226 creating build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,227 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,230 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,233 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,236 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,239 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,242 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,245 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,248 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,250 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-17T22:03:36,254 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-17T22:03:36,255 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-17T22:03:36,258 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-17T22:03:36,260 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-17T22:03:36,261 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-17T22:03:36,263 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-17T22:03:36,266 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-17T22:03:36,269 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-17T22:03:36,272 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-17T22:03:36,273 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-17T22:03:36,276 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-17T22:03:36,278 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-17T22:03:36,281 creating build/lib/snowflake/ml/modeling/tree 2026-02-17T22:03:36,282 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-17T22:03:36,285 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-17T22:03:36,288 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-17T22:03:36,291 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-17T22:03:36,293 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-17T22:03:36,296 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:36,297 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:36,301 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:36,304 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:36,306 creating build/lib/snowflake/ml/modeling/impute 2026-02-17T22:03:36,307 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-17T22:03:36,310 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-17T22:03:36,313 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-17T22:03:36,316 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-17T22:03:36,318 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-17T22:03:36,321 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,322 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,326 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,329 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,332 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,335 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,338 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,341 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,343 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,346 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,349 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,352 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-17T22:03:36,356 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-17T22:03:36,357 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-17T22:03:36,358 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-17T22:03:36,362 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-17T22:03:36,363 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-17T22:03:36,366 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-17T22:03:36,369 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-17T22:03:36,372 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-17T22:03:36,374 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-17T22:03:36,378 creating build/lib/snowflake/ml/modeling/framework 2026-02-17T22:03:36,379 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-17T22:03:36,382 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-17T22:03:36,385 creating build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,386 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,389 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,392 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,395 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,398 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,401 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,404 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,407 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,411 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,413 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,416 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,420 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,423 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,426 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-17T22:03:36,430 creating build/lib/snowflake/ml/modeling/calibration 2026-02-17T22:03:36,431 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-17T22:03:36,433 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-17T22:03:36,437 creating build/lib/snowflake/ml/modeling/manifold 2026-02-17T22:03:36,438 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-17T22:03:36,441 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-17T22:03:36,445 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-17T22:03:36,447 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-17T22:03:36,450 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-17T22:03:36,453 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:36,454 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:36,457 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:36,460 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:36,463 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:36,466 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:36,469 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-17T22:03:36,470 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-17T22:03:36,473 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-17T22:03:36,475 creating build/lib/snowflake/ml/data/_internal 2026-02-17T22:03:36,476 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-17T22:03:36,480 running egg_info 2026-02-17T22:03:36,490 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-17T22:03:36,509 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-17T22:03:36,521 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-17T22:03:36,522 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-17T22:03:36,683 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:36,709 adding license file 'LICENSE.txt' 2026-02-17T22:03:36,739 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-17T22:03:36,881 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-17T22:03:36,882 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-17T22:03:36,884 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-17T22:03:36,890 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:36,892 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:36,907 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-17T22:03:36,910 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:36,911 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:36,913 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:36,915 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:36,917 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:36,919 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:36,921 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-17T22:03:36,924 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-17T22:03:36,926 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-17T22:03:36,939 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:36,942 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:36,944 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:36,974 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:36,977 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,122 installing to build/bdist.linux-armv7l/wheel 2026-02-17T22:03:37,123 running install 2026-02-17T22:03:37,146 running install_lib 2026-02-17T22:03:37,152 creating build/bdist.linux-armv7l/wheel 2026-02-17T22:03:37,154 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-17T22:03:37,155 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-17T22:03:37,157 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-17T22:03:37,158 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-17T22:03:37,161 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-17T22:03:37,162 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-17T22:03:37,165 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-17T22:03:37,167 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-17T22:03:37,170 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-17T22:03:37,171 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-17T22:03:37,174 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-17T22:03:37,175 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-17T22:03:37,177 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-17T22:03:37,180 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-17T22:03:37,181 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-17T22:03:37,184 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-17T22:03:37,185 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-17T22:03:37,187 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-17T22:03:37,190 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-17T22:03:37,192 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-17T22:03:37,195 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-17T22:03:37,198 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-17T22:03:37,199 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-17T22:03:37,201 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-17T22:03:37,204 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-17T22:03:37,205 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,208 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,210 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,213 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,215 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,218 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-17T22:03:37,219 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-17T22:03:37,221 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,223 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,225 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,226 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,228 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,230 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,232 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,234 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,236 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,238 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-17T22:03:37,241 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:37,242 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:37,244 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:37,246 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:37,248 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-17T22:03:37,249 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,252 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-17T22:03:37,253 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,255 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,257 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,259 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,261 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,264 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,266 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,268 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,270 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,273 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,275 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,277 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,280 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,282 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,284 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,286 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,288 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,290 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-17T22:03:37,293 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,295 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,298 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-17T22:03:37,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-17T22:03:37,302 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-17T22:03:37,303 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-17T22:03:37,305 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-17T22:03:37,308 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-17T22:03:37,311 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-17T22:03:37,313 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-17T22:03:37,314 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-17T22:03:37,316 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-17T22:03:37,318 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-17T22:03:37,320 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-17T22:03:37,322 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-17T22:03:37,324 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-17T22:03:37,327 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-17T22:03:37,328 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-17T22:03:37,331 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-17T22:03:37,333 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-17T22:03:37,335 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-17T22:03:37,336 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-17T22:03:37,339 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-17T22:03:37,341 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-17T22:03:37,343 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-17T22:03:37,345 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-17T22:03:37,346 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-17T22:03:37,348 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-17T22:03:37,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-17T22:03:37,352 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-17T22:03:37,354 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-17T22:03:37,356 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-17T22:03:37,358 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-17T22:03:37,361 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-17T22:03:37,362 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,365 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,368 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,370 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,376 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,378 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,380 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,382 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,385 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-17T22:03:37,387 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-17T22:03:37,388 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-17T22:03:37,390 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-17T22:03:37,392 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-17T22:03:37,394 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-17T22:03:37,395 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-17T22:03:37,398 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:37,399 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:37,401 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:37,402 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:37,404 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:37,406 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-17T22:03:37,409 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-17T22:03:37,410 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-17T22:03:37,411 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-17T22:03:37,413 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-17T22:03:37,415 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-17T22:03:37,417 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-17T22:03:37,419 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-17T22:03:37,421 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-17T22:03:37,422 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-17T22:03:37,424 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-17T22:03:37,426 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-02-17T22:03:37,427 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-02-17T22:03:37,429 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-17T22:03:37,431 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-17T22:03:37,432 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-02-17T22:03:37,434 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-02-17T22:03:37,436 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-17T22:03:37,438 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-17T22:03:37,440 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-17T22:03:37,442 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-17T22:03:37,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-17T22:03:37,446 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-17T22:03:37,448 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-17T22:03:37,450 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-17T22:03:37,453 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-17T22:03:37,455 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-17T22:03:37,458 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-17T22:03:37,460 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-17T22:03:37,461 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-17T22:03:37,462 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-02-17T22:03:37,465 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-17T22:03:37,466 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-02-17T22:03:37,468 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-02-17T22:03:37,470 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,471 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,474 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,476 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,478 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,480 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,482 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,484 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-17T22:03:37,485 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-17T22:03:37,488 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,490 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,492 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-17T22:03:37,496 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,498 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,501 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,504 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,506 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,508 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,511 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,513 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,515 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,517 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-17T22:03:37,519 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,521 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,524 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-17T22:03:37,526 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:37,527 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:37,530 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:37,532 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-02-17T22:03:37,534 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-17T22:03:37,537 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-17T22:03:37,540 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:37,541 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:37,544 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:37,546 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:37,548 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:37,551 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-02-17T22:03:37,554 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-17T22:03:37,555 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-17T22:03:37,559 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-17T22:03:37,560 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-17T22:03:37,564 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:37,565 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:37,568 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:37,571 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-17T22:03:37,575 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,576 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,579 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,582 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,586 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,589 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,592 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,595 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,598 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,601 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,604 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,608 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,611 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,614 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,617 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,620 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,623 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-17T22:03:37,626 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-17T22:03:37,628 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-17T22:03:37,630 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-17T22:03:37,632 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,634 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,637 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-17T22:03:37,638 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-17T22:03:37,639 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-17T22:03:37,641 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-17T22:03:37,644 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-17T22:03:37,647 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-17T22:03:37,648 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-17T22:03:37,650 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-17T22:03:37,652 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-17T22:03:37,654 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-17T22:03:37,656 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-17T22:03:37,659 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-17T22:03:37,661 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-17T22:03:37,662 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-17T22:03:37,666 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-17T22:03:37,668 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-17T22:03:37,670 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-17T22:03:37,673 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-17T22:03:37,674 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-17T22:03:37,678 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-17T22:03:37,680 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-17T22:03:37,682 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-17T22:03:37,686 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-17T22:03:37,688 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,691 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,693 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,695 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-17T22:03:37,697 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-17T22:03:37,700 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-17T22:03:37,702 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,705 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-02-17T22:03:37,706 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-02-17T22:03:37,708 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-17T22:03:37,711 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-17T22:03:37,712 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-17T22:03:37,715 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-17T22:03:37,717 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-17T22:03:37,720 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-17T22:03:37,721 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,723 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,725 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,728 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,730 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,732 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,734 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,736 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-17T22:03:37,739 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-17T22:03:37,741 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-17T22:03:37,744 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-17T22:03:37,745 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,747 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,748 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,750 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,753 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,755 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,758 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,759 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,762 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-17T22:03:37,764 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,766 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,769 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,771 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,773 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,774 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,776 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,778 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,780 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-17T22:03:37,782 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-17T22:03:37,784 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,785 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,788 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,791 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,794 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,796 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,799 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,802 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,805 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,809 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-17T22:03:37,812 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,813 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,816 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,818 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,820 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,823 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,826 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,828 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,830 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,832 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,834 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,838 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,840 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-17T22:03:37,843 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:37,844 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:37,847 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:37,849 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-17T22:03:37,852 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,853 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,856 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,860 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,863 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,865 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,868 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-17T22:03:37,872 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-17T22:03:37,873 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-17T22:03:37,875 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-17T22:03:37,877 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-17T22:03:37,880 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-17T22:03:37,882 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-17T22:03:37,885 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-17T22:03:37,888 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:37,889 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:37,891 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:37,894 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:37,897 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:37,900 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-17T22:03:37,902 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-17T22:03:37,903 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-17T22:03:37,906 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-17T22:03:37,909 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,910 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,913 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,918 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,921 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,925 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,928 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,931 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,935 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,938 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,941 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,944 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,949 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,951 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,954 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,958 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,961 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,964 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-17T22:03:37,967 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,968 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,971 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,974 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,977 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,980 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,982 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-17T22:03:37,986 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-17T22:03:37,987 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:37,990 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:37,993 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:37,996 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:37,999 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,002 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,005 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,009 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,012 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,015 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,018 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,021 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,024 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,028 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,031 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,033 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,037 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,040 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,042 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,046 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,049 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,052 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,054 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,057 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,060 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,063 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,066 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,069 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,072 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,075 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,079 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,082 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,085 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,088 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,091 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,094 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-17T22:03:38,098 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-17T22:03:38,099 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-17T22:03:38,102 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-17T22:03:38,105 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-17T22:03:38,108 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-17T22:03:38,109 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-17T22:03:38,112 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-17T22:03:38,114 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-17T22:03:38,118 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-17T22:03:38,118 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-17T22:03:38,122 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-17T22:03:38,124 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-17T22:03:38,127 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-17T22:03:38,131 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-17T22:03:38,132 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,134 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,137 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,140 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,142 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,145 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,148 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-17T22:03:38,150 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-17T22:03:38,151 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-17T22:03:38,154 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-17T22:03:38,156 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-17T22:03:38,160 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-17T22:03:38,161 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-17T22:03:38,163 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-17T22:03:38,165 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-17T22:03:38,167 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:38,168 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:38,172 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:38,175 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-17T22:03:38,177 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-17T22:03:38,178 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,181 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,183 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,186 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,190 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,193 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,196 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-17T22:03:38,200 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,201 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,204 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,208 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,211 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,213 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,215 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,219 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,222 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,225 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,228 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-17T22:03:38,232 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-17T22:03:38,233 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,236 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,240 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,243 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,247 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,251 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,254 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,258 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,260 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-17T22:03:38,264 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-17T22:03:38,265 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-17T22:03:38,269 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-17T22:03:38,272 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-17T22:03:38,273 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-17T22:03:38,275 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-17T22:03:38,279 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-17T22:03:38,283 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-17T22:03:38,287 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-17T22:03:38,288 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-17T22:03:38,292 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-17T22:03:38,294 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-17T22:03:38,298 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-17T22:03:38,299 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-17T22:03:38,303 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-17T22:03:38,307 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-17T22:03:38,311 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-17T22:03:38,313 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-17T22:03:38,317 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:38,319 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:38,323 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:38,327 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-17T22:03:38,330 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-17T22:03:38,332 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-17T22:03:38,337 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-17T22:03:38,342 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-17T22:03:38,348 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-17T22:03:38,351 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-17T22:03:38,355 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,357 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,362 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,368 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,373 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,378 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,383 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,388 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,391 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,396 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,402 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,407 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-17T22:03:38,411 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-17T22:03:38,413 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-17T22:03:38,416 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-17T22:03:38,421 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-17T22:03:38,423 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-17T22:03:38,428 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-17T22:03:38,432 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-17T22:03:38,435 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-17T22:03:38,438 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-17T22:03:38,442 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-17T22:03:38,443 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-17T22:03:38,446 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-17T22:03:38,450 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-17T22:03:38,451 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,455 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,459 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,462 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,466 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,470 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,474 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,478 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,481 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,483 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,487 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,491 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,494 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,498 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-17T22:03:38,502 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-17T22:03:38,504 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-17T22:03:38,506 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-17T22:03:38,510 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-17T22:03:38,512 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-17T22:03:38,516 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-17T22:03:38,520 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-17T22:03:38,522 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-17T22:03:38,525 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-17T22:03:38,529 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-17T22:03:38,532 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-17T22:03:38,533 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-17T22:03:38,536 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-17T22:03:38,537 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-17T22:03:38,540 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-17T22:03:38,542 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-17T22:03:38,545 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-17T22:03:38,547 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-17T22:03:38,549 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-17T22:03:38,552 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-17T22:03:38,553 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,556 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,558 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,560 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,562 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,565 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,567 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,569 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,571 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,574 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,576 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,579 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-17T22:03:38,581 running install_egg_info 2026-02-17T22:03:38,587 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.28.0-py3.11.egg-info 2026-02-17T22:03:38,600 running install_scripts 2026-02-17T22:03:38,613 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.28.0.dist-info/WHEEL 2026-02-17T22:03:38,616 creating '/tmp/pip-wheel-_jnyp9d0/.tmp-13qax0h2/snowflake_ml_python-1.28.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-17T22:03:38,620 adding 'snowflake/cortex/__init__.py' 2026-02-17T22:03:38,621 adding 'snowflake/cortex/_classify_text.py' 2026-02-17T22:03:38,625 adding 'snowflake/cortex/_complete.py' 2026-02-17T22:03:38,626 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-17T22:03:38,628 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-17T22:03:38,630 adding 'snowflake/cortex/_extract_answer.py' 2026-02-17T22:03:38,633 adding 'snowflake/cortex/_finetune.py' 2026-02-17T22:03:38,634 adding 'snowflake/cortex/_sentiment.py' 2026-02-17T22:03:38,636 adding 'snowflake/cortex/_sse_client.py' 2026-02-17T22:03:38,638 adding 'snowflake/cortex/_summarize.py' 2026-02-17T22:03:38,639 adding 'snowflake/cortex/_translate.py' 2026-02-17T22:03:38,640 adding 'snowflake/cortex/_util.py' 2026-02-17T22:03:38,642 adding 'snowflake/ml/version.py' 2026-02-17T22:03:38,644 adding 'snowflake/ml/_internal/env.py' 2026-02-17T22:03:38,647 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-17T22:03:38,650 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-17T22:03:38,651 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-17T22:03:38,652 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-17T22:03:38,654 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-17T22:03:38,655 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-17T22:03:38,659 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-17T22:03:38,661 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-17T22:03:38,663 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-17T22:03:38,664 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-17T22:03:38,666 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-17T22:03:38,667 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-17T22:03:38,668 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-17T22:03:38,669 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-17T22:03:38,670 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-17T22:03:38,672 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-17T22:03:38,673 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-17T22:03:38,675 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-17T22:03:38,676 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-17T22:03:38,677 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-17T22:03:38,679 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-17T22:03:38,681 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-17T22:03:38,683 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-17T22:03:38,684 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-17T22:03:38,686 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-17T22:03:38,688 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-17T22:03:38,689 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-17T22:03:38,691 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-17T22:03:38,693 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-17T22:03:38,694 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-17T22:03:38,696 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-17T22:03:38,698 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-17T22:03:38,700 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-17T22:03:38,701 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-17T22:03:38,703 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-17T22:03:38,705 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-17T22:03:38,706 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-17T22:03:38,708 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-17T22:03:38,710 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-17T22:03:38,711 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-17T22:03:38,713 adding 'snowflake/ml/data/__init__.py' 2026-02-17T22:03:38,715 adding 'snowflake/ml/data/data_connector.py' 2026-02-17T22:03:38,716 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-17T22:03:38,717 adding 'snowflake/ml/data/data_source.py' 2026-02-17T22:03:38,719 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-17T22:03:38,720 adding 'snowflake/ml/data/torch_utils.py' 2026-02-17T22:03:38,723 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-17T22:03:38,725 adding 'snowflake/ml/dataset/__init__.py' 2026-02-17T22:03:38,727 adding 'snowflake/ml/dataset/dataset.py' 2026-02-17T22:03:38,729 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-17T22:03:38,730 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-17T22:03:38,732 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-17T22:03:38,733 adding 'snowflake/ml/experiment/__init__.py' 2026-02-17T22:03:38,735 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-17T22:03:38,737 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-17T22:03:38,739 adding 'snowflake/ml/experiment/utils.py' 2026-02-17T22:03:38,741 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-17T22:03:38,742 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-17T22:03:38,744 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-17T22:03:38,745 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-17T22:03:38,747 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-17T22:03:38,748 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-17T22:03:38,750 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-17T22:03:38,751 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-17T22:03:38,753 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-17T22:03:38,755 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-17T22:03:38,757 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-17T22:03:38,759 adding 'snowflake/ml/feature_store/aggregation.py' 2026-02-17T22:03:38,760 adding 'snowflake/ml/feature_store/entity.py' 2026-02-17T22:03:38,762 adding 'snowflake/ml/feature_store/feature.py' 2026-02-17T22:03:38,782 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-17T22:03:38,789 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-17T22:03:38,792 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-02-17T22:03:38,796 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-02-17T22:03:38,799 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-17T22:03:38,800 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-17T22:03:38,802 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-17T22:03:38,803 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-17T22:03:38,805 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-17T22:03:38,806 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-17T22:03:38,808 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-17T22:03:38,809 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-17T22:03:38,811 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-17T22:03:38,812 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-17T22:03:38,814 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-17T22:03:38,815 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-17T22:03:38,817 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-17T22:03:38,818 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-17T22:03:38,820 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-17T22:03:38,821 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-17T22:03:38,822 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-17T22:03:38,823 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-17T22:03:38,825 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-17T22:03:38,826 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-17T22:03:38,828 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-17T22:03:38,829 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-17T22:03:38,831 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-17T22:03:38,834 adding 'snowflake/ml/fileset/fileset.py' 2026-02-17T22:03:38,837 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-17T22:03:38,838 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-17T22:03:38,841 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-17T22:03:38,843 adding 'snowflake/ml/jobs/__init__.py' 2026-02-17T22:03:38,844 adding 'snowflake/ml/jobs/decorators.py' 2026-02-17T22:03:38,848 adding 'snowflake/ml/jobs/job.py' 2026-02-17T22:03:38,850 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-17T22:03:38,853 adding 'snowflake/ml/jobs/manager.py' 2026-02-17T22:03:38,855 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-17T22:03:38,856 adding 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adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-02-17T22:03:39,067 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-02-17T22:03:39,069 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-02-17T22:03:39,070 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-02-17T22:03:39,072 adding 'snowflake/ml/model/_signatures/utils.py' 2026-02-17T22:03:39,074 adding 'snowflake/ml/model/batch/__init__.py' 2026-02-17T22:03:39,077 adding 'snowflake/ml/model/models/huggingface.py' 2026-02-17T22:03:39,080 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-02-17T22:03:39,083 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-02-17T22:03:39,085 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-02-17T22:03:39,086 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-02-17T22:03:39,088 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-02-17T22:03:39,089 adding 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2026-02-17T22:03:39,216 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-02-17T22:03:39,220 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-02-17T22:03:39,225 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-02-17T22:03:39,229 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-02-17T22:03:39,231 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-02-17T22:03:39,236 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-02-17T22:03:39,240 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-02-17T22:03:39,245 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-02-17T22:03:39,250 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-02-17T22:03:39,254 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-02-17T22:03:39,259 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-02-17T22:03:39,264 adding 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'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-17T22:03:39,316 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-17T22:03:39,322 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-17T22:03:39,327 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-17T22:03:39,333 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-17T22:03:39,339 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-17T22:03:39,344 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-17T22:03:39,349 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-17T22:03:39,354 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-02-17T22:03:39,360 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-02-17T22:03:39,365 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-02-17T22:03:39,369 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-02-17T22:03:39,374 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-02-17T22:03:39,376 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-02-17T22:03:39,380 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-02-17T22:03:39,385 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-02-17T22:03:39,389 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-02-17T22:03:39,394 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-02-17T22:03:39,398 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-02-17T22:03:39,402 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-02-17T22:03:39,407 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-02-17T22:03:39,412 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-02-17T22:03:39,414 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-02-17T22:03:39,418 adding 'snowflake/ml/modeling/framework/base.py' 2026-02-17T22:03:39,420 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-02-17T22:03:39,424 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-02-17T22:03:39,429 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-02-17T22:03:39,431 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-02-17T22:03:39,436 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-02-17T22:03:39,441 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-02-17T22:03:39,446 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-02-17T22:03:39,449 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-02-17T22:03:39,450 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-02-17T22:03:39,455 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-17T22:03:39,459 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-17T22:03:39,464 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-17T22:03:39,468 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-17T22:03:39,473 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-17T22:03:39,475 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-17T22:03:39,479 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-17T22:03:39,481 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-17T22:03:39,485 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-17T22:03:39,490 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-17T22:03:39,493 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-17T22:03:39,497 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-17T22:03:39,502 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-17T22:03:39,506 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-17T22:03:39,511 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-17T22:03:39,516 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-17T22:03:39,520 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-17T22:03:39,525 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-17T22:03:39,530 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-17T22:03:39,535 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-17T22:03:39,539 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-17T22:03:39,544 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-17T22:03:39,549 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-17T22:03:39,554 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-17T22:03:39,558 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-17T22:03:39,563 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-17T22:03:39,568 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-17T22:03:39,573 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-17T22:03:39,578 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-17T22:03:39,583 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-17T22:03:39,587 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-17T22:03:39,592 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-17T22:03:39,597 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-17T22:03:39,602 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-17T22:03:39,607 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-17T22:03:39,611 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-17T22:03:39,616 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-17T22:03:39,621 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-17T22:03:39,626 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-17T22:03:39,631 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-17T22:03:39,636 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-17T22:03:39,641 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-17T22:03:39,646 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-17T22:03:39,651 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-17T22:03:39,656 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-17T22:03:39,661 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-17T22:03:39,663 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-17T22:03:39,667 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-17T22:03:39,672 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-17T22:03:39,677 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-17T22:03:39,682 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-17T22:03:39,684 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-17T22:03:39,691 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-17T22:03:39,693 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-17T22:03:39,694 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-17T22:03:39,697 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-17T22:03:39,699 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-17T22:03:39,702 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-17T22:03:39,704 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-17T22:03:39,708 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-17T22:03:39,713 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-17T22:03:39,715 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-17T22:03:39,719 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-17T22:03:39,723 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-17T22:03:39,725 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-17T22:03:39,729 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-17T22:03:39,733 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-17T22:03:39,738 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-17T22:03:39,740 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-17T22:03:39,744 adding 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2026-02-17T22:03:39,797 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-02-17T22:03:39,802 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-02-17T22:03:39,807 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-02-17T22:03:39,810 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-02-17T22:03:39,814 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-02-17T22:03:39,819 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-02-17T22:03:39,825 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-02-17T22:03:39,827 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-02-17T22:03:39,828 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-02-17T22:03:39,829 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-02-17T22:03:39,831 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-02-17T22:03:39,835 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-02-17T22:03:39,837 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-02-17T22:03:39,839 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-02-17T22:03:39,842 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-02-17T22:03:39,843 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-02-17T22:03:39,845 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-02-17T22:03:39,847 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-02-17T22:03:39,849 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-02-17T22:03:39,857 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-02-17T22:03:39,861 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-02-17T22:03:39,866 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-02-17T22:03:39,868 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-02-17T22:03:39,870 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-17T22:03:39,872 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-17T22:03:39,876 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-17T22:03:39,881 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-17T22:03:39,883 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-17T22:03:39,888 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-17T22:03:39,893 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-17T22:03:39,898 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-17T22:03:39,903 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-17T22:03:39,908 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-17T22:03:39,913 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-17T22:03:39,915 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-17T22:03:39,920 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-17T22:03:39,925 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-17T22:03:39,930 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-17T22:03:39,936 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-17T22:03:39,938 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-17T22:03:39,944 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-17T22:03:39,950 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-17T22:03:39,956 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-17T22:03:39,962 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-17T22:03:39,965 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-17T22:03:39,967 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-17T22:03:39,969 adding 'snowflake/ml/monitoring/shap.py' 2026-02-17T22:03:39,971 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-17T22:03:39,973 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-17T22:03:39,974 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-17T22:03:39,976 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-17T22:03:39,978 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-17T22:03:39,980 adding 'snowflake/ml/registry/__init__.py' 2026-02-17T22:03:39,983 adding 'snowflake/ml/registry/registry.py' 2026-02-17T22:03:39,987 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-17T22:03:39,989 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-17T22:03:39,991 adding 'snowflake/ml/utils/authentication.py' 2026-02-17T22:03:39,993 adding 'snowflake/ml/utils/connection_params.py' 2026-02-17T22:03:39,995 adding 'snowflake/ml/utils/html_utils.py' 2026-02-17T22:03:39,996 adding 'snowflake/ml/utils/sparse.py' 2026-02-17T22:03:39,998 adding 'snowflake/ml/utils/sql_client.py' 2026-02-17T22:03:39,999 adding 'snowflake/ml/utils/stage_file.py' 2026-02-17T22:03:40,003 adding 'snowflake_ml_python-1.28.0.dist-info/licenses/LICENSE.txt' 2026-02-17T22:03:40,018 adding 'snowflake_ml_python-1.28.0.dist-info/METADATA' 2026-02-17T22:03:40,020 adding 'snowflake_ml_python-1.28.0.dist-info/WHEEL' 2026-02-17T22:03:40,021 adding 'snowflake_ml_python-1.28.0.dist-info/top_level.txt' 2026-02-17T22:03:40,029 adding 'snowflake_ml_python-1.28.0.dist-info/RECORD' 2026-02-17T22:03:40,066 removing build/bdist.linux-armv7l/wheel 2026-02-17T22:03:40,313 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-17T22:03:40,377 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.28.0-py3-none-any.whl size=2280134 sha256=73efd81f7b692eb19d3720e33afef8bd708bb6c2b13666f3d1c37bcae1d8c020 2026-02-17T22:03:40,378 Stored in directory: /tmp/pip-ephem-wheel-cache-14xz5_9w/wheels/43/cd/53/fcce0fb6cc3f805503a792867ea493d602566bf4c6d50db0fa 2026-02-17T22:03:40,431 Successfully built snowflake-ml-python 2026-02-17T22:03:40,496 Removed build tracker: '/tmp/pip-build-tracker-kzcc7kip'