2026-02-12T06:29:54,580 Created temporary directory: /tmp/pip-ephem-wheel-cache-d6wqnud_ 2026-02-12T06:29:54,582 Created temporary directory: /tmp/pip-build-tracker-2izegir1 2026-02-12T06:29:54,583 Initialized build tracking at /tmp/pip-build-tracker-2izegir1 2026-02-12T06:29:54,583 Created build tracker: /tmp/pip-build-tracker-2izegir1 2026-02-12T06:29:54,584 Entered build tracker: /tmp/pip-build-tracker-2izegir1 2026-02-12T06:29:54,584 Created temporary directory: /tmp/pip-wheel-31bh8hwt 2026-02-12T06:29:54,588 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 2026-02-12T06:29:54,590 Created temporary directory: /tmp/pip-ephem-wheel-cache-6z17a3id 2026-02-12T06:29:54,611 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-12T06:29:54,615 2 location(s) to search for versions of snowflake-ml-python: 2026-02-12T06:29:54,615 * https://pypi.org/simple/snowflake-ml-python/ 2026-02-12T06:29:54,615 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-12T06:29:54,615 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-02-12T06:29:54,616 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-02-12T06:29:54,617 Found index url https://pypi.org/simple 2026-02-12T06:29:54,836 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-02-12T06:29:54,855 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.25.1 2026-02-12T06:29:54,938 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/76/d7/8091e68367125c6d596863a322b21621b1372e20487eb0e27f69ebc24e57/snowflake_ml_python-1.26.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-02-12T06:29:54,939 Found link https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.26.0 2026-02-12T06:29:54,940 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-12T06:29:54,941 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-12T06:29:54,942 Found index url https://www.piwheels.org/simple 2026-02-12T06:29:55,098 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-02-12T06:29:55,109 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) 2026-02-12T06:29:55,110 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) 2026-02-12T06:29:55,111 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) 2026-02-12T06:29:55,111 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) 2026-02-12T06:29:55,112 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) 2026-02-12T06:29:55,112 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) 2026-02-12T06:29:55,113 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) 2026-02-12T06:29:55,114 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) 2026-02-12T06:29:55,114 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) 2026-02-12T06:29:55,115 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) 2026-02-12T06:29:55,116 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) 2026-02-12T06:29:55,116 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) 2026-02-12T06:29:55,116 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) 2026-02-12T06:29:55,117 Skipping link: No binaries permitted for snowflake-ml-python: 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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) 2026-02-12T06:29:55,120 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) 2026-02-12T06:29:55,120 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.1-py3-none-any.whl#sha256=21886a3fb1dda91bf6fbdd1f6a30deb5ca607447d8e16ef5be6855d7bd4c0c27 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-12T06:29:55,121 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-12T06:29:55,121 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-12T06:29:55,122 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-02-12T06:29:55,123 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) 2026-02-12T06:29:55,123 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) 2026-02-12T06:29:55,124 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) 2026-02-12T06:29:55,124 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) 2026-02-12T06:29:55,125 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) 2026-02-12T06:29:55,125 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) 2026-02-12T06:29:55,126 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) 2026-02-12T06:29:55,127 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-12T06:29:55,127 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-12T06:29:55,128 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-12T06:29:55,129 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-02-12T06:29:55,129 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) 2026-02-12T06:29:55,130 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) 2026-02-12T06:29:55,130 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) 2026-02-12T06:29:55,131 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) 2026-02-12T06:29:55,131 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) 2026-02-12T06:29:55,132 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-02-12T06:29:55,132 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-02-12T06:29:55,156 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-02-12T06:29:55,174 Collecting snowflake-ml-python==1.26.0 2026-02-12T06:29:55,176 Created temporary directory: /tmp/pip-unpack-4y347eh3 2026-02-12T06:29:55,402 Downloading snowflake_ml_python-1.26.0.tar.gz (2.0 MB) 2026-02-12T06:29:57,032 Added snowflake-ml-python==1.26.0 from https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz to build tracker '/tmp/pip-build-tracker-2izegir1' 2026-02-12T06:29:57,038 Created temporary directory: /tmp/pip-build-env-xrqptptw 2026-02-12T06:29:57,042 Installing build dependencies: started 2026-02-12T06:29:57,043 Running command pip subprocess to install build dependencies 2026-02-12T06:29:58,174 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-02-12T06:29:58,797 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 2026-02-12T06:29:58,820 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-02-12T06:30:00,553 Collecting setuptools>=61.0 2026-02-12T06:30:00,573 Using cached setuptools-82.0.0-py3-none-any.whl (1.0 MB) 2026-02-12T06:30:03,591 Installing collected packages: setuptools 2026-02-12T06:30:06,609 Successfully installed setuptools-82.0.0 2026-02-12T06:30:06,875 Installing build dependencies: finished with status 'done' 2026-02-12T06:30:06,882 Getting requirements to build wheel: started 2026-02-12T06:30:06,883 Running command Getting requirements to build wheel 2026-02-12T06:30:07,540 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-12T06:30:07,541 !! 2026-02-12T06:30:07,542 ******************************************************************************** 2026-02-12T06:30:07,542 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). 2026-02-12T06:30:07,543 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-12T06:30:07,543 or your builds will no longer be supported. 2026-02-12T06:30:07,544 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:07,545 ******************************************************************************** 2026-02-12T06:30:07,546 !! 2026-02-12T06:30:07,546 corresp(dist, value, root_dir) 2026-02-12T06:30:07,627 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-12T06:30:07,628 !! 2026-02-12T06:30:07,629 ******************************************************************************** 2026-02-12T06:30:07,629 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-12T06:30:07,631 License :: OSI Approved :: Apache Software License 2026-02-12T06:30:07,632 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:07,633 ******************************************************************************** 2026-02-12T06:30:07,634 !! 2026-02-12T06:30:07,634 dist._finalize_license_expression() 2026-02-12T06:30:07,639 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-12T06:30:07,640 !! 2026-02-12T06:30:07,641 ******************************************************************************** 2026-02-12T06:30:07,642 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-12T06:30:07,643 License :: OSI Approved :: Apache Software License 2026-02-12T06:30:07,644 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:07,644 ******************************************************************************** 2026-02-12T06:30:07,645 !! 2026-02-12T06:30:07,646 self._finalize_license_expression() 2026-02-12T06:30:07,646 running egg_info 2026-02-12T06:30:07,652 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-12T06:30:07,671 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-12T06:30:07,682 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-12T06:30:07,684 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-12T06:30:07,882 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:07,908 adding license file 'LICENSE.txt' 2026-02-12T06:30:07,938 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:08,036 Getting requirements to build wheel: finished with status 'done' 2026-02-12T06:30:08,039 Created temporary directory: /tmp/pip-modern-metadata-c9rkhcqy 2026-02-12T06:30:08,041 Preparing metadata (pyproject.toml): started 2026-02-12T06:30:08,042 Running command Preparing metadata (pyproject.toml) 2026-02-12T06:30:08,642 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-12T06:30:08,642 !! 2026-02-12T06:30:08,643 ******************************************************************************** 2026-02-12T06:30:08,644 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). 2026-02-12T06:30:08,645 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-12T06:30:08,645 or your builds will no longer be supported. 2026-02-12T06:30:08,646 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:08,647 ******************************************************************************** 2026-02-12T06:30:08,648 !! 2026-02-12T06:30:08,648 corresp(dist, value, root_dir) 2026-02-12T06:30:08,723 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-12T06:30:08,724 !! 2026-02-12T06:30:08,725 ******************************************************************************** 2026-02-12T06:30:08,726 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-12T06:30:08,727 License :: OSI Approved :: Apache Software License 2026-02-12T06:30:08,728 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:08,729 ******************************************************************************** 2026-02-12T06:30:08,730 !! 2026-02-12T06:30:08,731 dist._finalize_license_expression() 2026-02-12T06:30:08,736 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-12T06:30:08,737 !! 2026-02-12T06:30:08,738 ******************************************************************************** 2026-02-12T06:30:08,739 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-12T06:30:08,740 License :: OSI Approved :: Apache Software License 2026-02-12T06:30:08,741 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:08,742 ******************************************************************************** 2026-02-12T06:30:08,743 !! 2026-02-12T06:30:08,743 self._finalize_license_expression() 2026-02-12T06:30:08,744 running dist_info 2026-02-12T06:30:08,752 creating /tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info 2026-02-12T06:30:08,753 writing /tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/PKG-INFO 2026-02-12T06:30:08,772 writing dependency_links to /tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/dependency_links.txt 2026-02-12T06:30:08,783 writing requirements to /tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/requires.txt 2026-02-12T06:30:08,785 writing top-level names to /tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/top_level.txt 2026-02-12T06:30:08,786 writing manifest file '/tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:08,956 reading manifest file '/tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:08,958 adding license file 'LICENSE.txt' 2026-02-12T06:30:08,982 writing manifest file '/tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:08,984 creating '/tmp/pip-modern-metadata-c9rkhcqy/snowflake_ml_python-1.26.0.dist-info' 2026-02-12T06:30:09,109 Preparing metadata (pyproject.toml): finished with status 'done' 2026-02-12T06:30:09,123 Source in /tmp/pip-wheel-31bh8hwt/snowflake-ml-python_2520bbd57ed14029854b5a6066a72a98 has version 1.26.0, which satisfies requirement snowflake-ml-python==1.26.0 from https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz 2026-02-12T06:30:09,124 Removed snowflake-ml-python==1.26.0 from https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz from build tracker '/tmp/pip-build-tracker-2izegir1' 2026-02-12T06:30:09,148 Created temporary directory: /tmp/pip-unpack-vd27fx7x 2026-02-12T06:30:09,149 Building wheels for collected packages: snowflake-ml-python 2026-02-12T06:30:09,153 Created temporary directory: /tmp/pip-wheel-3zl0d4p6 2026-02-12T06:30:09,153 Destination directory: /tmp/pip-wheel-3zl0d4p6 2026-02-12T06:30:09,155 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-02-12T06:30:09,157 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-02-12T06:30:09,771 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-02-12T06:30:09,772 !! 2026-02-12T06:30:09,773 ******************************************************************************** 2026-02-12T06:30:09,773 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). 2026-02-12T06:30:09,774 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-02-12T06:30:09,775 or your builds will no longer be supported. 2026-02-12T06:30:09,776 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:09,776 ******************************************************************************** 2026-02-12T06:30:09,777 !! 2026-02-12T06:30:09,778 corresp(dist, value, root_dir) 2026-02-12T06:30:09,849 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-12T06:30:09,850 !! 2026-02-12T06:30:09,851 ******************************************************************************** 2026-02-12T06:30:09,851 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-12T06:30:09,853 License :: OSI Approved :: Apache Software License 2026-02-12T06:30:09,854 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:09,854 ******************************************************************************** 2026-02-12T06:30:09,855 !! 2026-02-12T06:30:09,856 dist._finalize_license_expression() 2026-02-12T06:30:09,863 /tmp/pip-build-env-xrqptptw/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-02-12T06:30:09,864 !! 2026-02-12T06:30:09,865 ******************************************************************************** 2026-02-12T06:30:09,865 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-02-12T06:30:09,866 License :: OSI Approved :: Apache Software License 2026-02-12T06:30:09,867 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-02-12T06:30:09,868 ******************************************************************************** 2026-02-12T06:30:09,869 !! 2026-02-12T06:30:09,870 self._finalize_license_expression() 2026-02-12T06:30:09,870 running bdist_wheel 2026-02-12T06:30:09,883 running build 2026-02-12T06:30:09,884 running build_py 2026-02-12T06:30:09,890 creating build/lib/snowflake/cortex 2026-02-12T06:30:09,893 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,895 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,897 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,899 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,901 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,903 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,905 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,907 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,909 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,911 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,913 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,915 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-02-12T06:30:09,917 creating build/lib/snowflake/ml 2026-02-12T06:30:09,918 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-02-12T06:30:09,920 creating build/lib/snowflake/ml/model 2026-02-12T06:30:09,921 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,924 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,927 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,929 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,932 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,934 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,937 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,939 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,941 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,943 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,945 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,947 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-02-12T06:30:09,949 creating build/lib/snowflake/ml/monitoring 2026-02-12T06:30:09,950 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-02-12T06:30:09,952 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-02-12T06:30:09,956 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-02-12T06:30:09,958 creating build/lib/snowflake/ml/jobs 2026-02-12T06:30:09,959 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-02-12T06:30:09,962 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-02-12T06:30:09,964 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-02-12T06:30:09,965 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-02-12T06:30:09,968 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-02-12T06:30:09,972 creating build/lib/snowflake/ml/experiment 2026-02-12T06:30:09,973 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-02-12T06:30:09,974 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-02-12T06:30:09,976 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-02-12T06:30:09,978 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-02-12T06:30:09,981 creating build/lib/snowflake/ml/registry 2026-02-12T06:30:09,982 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-02-12T06:30:09,984 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-02-12T06:30:09,987 creating build/lib/snowflake/ml/dataset 2026-02-12T06:30:09,988 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-02-12T06:30:09,990 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-02-12T06:30:09,992 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-02-12T06:30:09,994 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-02-12T06:30:09,997 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-02-12T06:30:09,999 creating build/lib/snowflake/ml/utils 2026-02-12T06:30:10,000 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-02-12T06:30:10,002 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-02-12T06:30:10,004 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-02-12T06:30:10,006 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-02-12T06:30:10,008 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-02-12T06:30:10,011 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-02-12T06:30:10,013 creating build/lib/snowflake/ml/lineage 2026-02-12T06:30:10,014 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-02-12T06:30:10,016 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-02-12T06:30:10,019 creating build/lib/snowflake/ml/fileset 2026-02-12T06:30:10,020 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-02-12T06:30:10,022 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-02-12T06:30:10,025 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-02-12T06:30:10,027 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-12T06:30:10,030 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-02-12T06:30:10,033 creating build/lib/snowflake/ml/data 2026-02-12T06:30:10,034 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-02-12T06:30:10,036 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-02-12T06:30:10,038 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-02-12T06:30:10,040 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-02-12T06:30:10,043 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-02-12T06:30:10,045 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-02-12T06:30:10,047 creating build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,048 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,051 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,054 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,057 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,059 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,062 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,064 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,071 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,074 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-02-12T06:30:10,077 creating build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,078 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,080 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,082 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,084 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,086 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,089 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,092 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,095 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,097 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-02-12T06:30:10,099 creating build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,100 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,103 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,106 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,108 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,110 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,112 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,114 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,116 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,118 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,121 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-02-12T06:30:10,123 creating build/lib/snowflake/ml/model/_packager 2026-02-12T06:30:10,124 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-02-12T06:30:10,127 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-02-12T06:30:10,129 creating build/lib/snowflake/ml/model/_model_composer 2026-02-12T06:30:10,130 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-02-12T06:30:10,133 creating build/lib/snowflake/ml/model/models 2026-02-12T06:30:10,134 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-02-12T06:30:10,137 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-02-12T06:30:10,140 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-12T06:30:10,141 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-12T06:30:10,143 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-12T06:30:10,145 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-02-12T06:30:10,147 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-12T06:30:10,148 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-12T06:30:10,151 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-02-12T06:30:10,153 creating build/lib/snowflake/ml/model/_packager/model_task 2026-02-12T06:30:10,154 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-02-12T06:30:10,157 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,158 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,160 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,163 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,165 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,167 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,170 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,173 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,175 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,178 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,180 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,183 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,185 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,188 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,190 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,193 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,196 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:10,199 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:10,200 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:10,202 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:10,203 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:10,205 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:10,207 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:10,210 creating build/lib/snowflake/ml/model/_packager/model_env 2026-02-12T06:30:10,211 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-02-12T06:30:10,214 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:10,215 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:10,217 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:10,219 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:10,222 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-12T06:30:10,223 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-02-12T06:30:10,225 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-12T06:30:10,226 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-12T06:30:10,229 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-02-12T06:30:10,231 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:10,232 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:10,235 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:10,237 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:10,239 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:10,241 creating build/lib/snowflake/ml/model/_client/model 2026-02-12T06:30:10,243 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-02-12T06:30:10,245 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-02-12T06:30:10,247 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-12T06:30:10,250 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-02-12T06:30:10,255 creating build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,256 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,258 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,261 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,263 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,265 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,268 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-02-12T06:30:10,271 creating build/lib/snowflake/ml/model/_client/ops 2026-02-12T06:30:10,272 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-12T06:30:10,274 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-12T06:30:10,278 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-12T06:30:10,280 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-12T06:30:10,282 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-02-12T06:30:10,285 creating build/lib/snowflake/ml/model/_client/service 2026-02-12T06:30:10,286 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-02-12T06:30:10,288 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-12T06:30:10,290 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-02-12T06:30:10,292 creating build/lib/snowflake/ml/monitoring/entities 2026-02-12T06:30:10,293 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-02-12T06:30:10,296 creating build/lib/snowflake/ml/monitoring/_manager 2026-02-12T06:30:10,296 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-02-12T06:30:10,299 creating build/lib/snowflake/ml/monitoring/_client 2026-02-12T06:30:10,300 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-02-12T06:30:10,304 creating build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,305 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,306 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,308 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,311 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,313 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,315 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,317 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,319 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,321 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,323 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-02-12T06:30:10,326 creating build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,327 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,329 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,332 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,334 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,337 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,338 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,340 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,343 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-02-12T06:30:10,346 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:10,347 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:10,350 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:10,352 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:10,354 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:10,357 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:10,359 creating build/lib/snowflake/ml/experiment/_entities 2026-02-12T06:30:10,360 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-12T06:30:10,362 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-12T06:30:10,363 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-12T06:30:10,365 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-02-12T06:30:10,367 creating build/lib/snowflake/ml/experiment/callback 2026-02-12T06:30:10,368 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-02-12T06:30:10,371 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-02-12T06:30:10,373 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-02-12T06:30:10,375 creating build/lib/snowflake/ml/experiment/_client 2026-02-12T06:30:10,376 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-02-12T06:30:10,379 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-02-12T06:30:10,381 creating build/lib/snowflake/ml/registry/_manager 2026-02-12T06:30:10,382 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-02-12T06:30:10,385 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-02-12T06:30:10,388 creating build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,390 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,393 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,396 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,398 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,401 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,405 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,408 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,411 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,414 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,418 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,421 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,425 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,427 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,431 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-02-12T06:30:10,435 creating build/lib/snowflake/ml/modeling/impute 2026-02-12T06:30:10,436 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-12T06:30:10,439 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-02-12T06:30:10,442 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-02-12T06:30:10,444 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-12T06:30:10,447 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-02-12T06:30:10,450 creating build/lib/snowflake/ml/modeling/lightgbm 2026-02-12T06:30:10,451 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-12T06:30:10,455 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-12T06:30:10,456 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-02-12T06:30:10,460 creating build/lib/snowflake/ml/modeling/compose 2026-02-12T06:30:10,461 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-02-12T06:30:10,464 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-02-12T06:30:10,466 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-02-12T06:30:10,469 creating build/lib/snowflake/ml/modeling/mixture 2026-02-12T06:30:10,470 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-12T06:30:10,472 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-12T06:30:10,475 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-02-12T06:30:10,478 creating build/lib/snowflake/ml/modeling/calibration 2026-02-12T06:30:10,479 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-12T06:30:10,481 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-02-12T06:30:10,486 creating build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,487 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,490 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,493 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,496 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,499 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,502 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,506 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,509 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,512 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,515 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,518 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,520 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,523 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,526 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,529 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,533 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,535 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,538 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,541 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,544 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,547 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,550 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,553 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,556 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,559 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,563 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,566 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,569 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,572 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,575 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,578 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,581 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,585 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,588 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,591 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,595 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-02-12T06:30:10,599 creating build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,600 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,603 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,607 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,610 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,613 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,617 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,620 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,622 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,627 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,630 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,633 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,636 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,639 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,643 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,646 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,649 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,652 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-02-12T06:30:10,655 creating build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,656 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,660 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,663 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,664 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,667 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,670 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,673 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,676 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,679 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-02-12T06:30:10,682 creating build/lib/snowflake/ml/modeling/tree 2026-02-12T06:30:10,683 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-02-12T06:30:10,685 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-12T06:30:10,688 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-02-12T06:30:10,691 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-12T06:30:10,695 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-02-12T06:30:10,698 creating build/lib/snowflake/ml/modeling/framework 2026-02-12T06:30:10,699 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-02-12T06:30:10,702 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-02-12T06:30:10,705 creating build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,706 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,709 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,711 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,714 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,717 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,721 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,724 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,727 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,731 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:10,735 creating build/lib/snowflake/ml/modeling/parameters 2026-02-12T06:30:10,737 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-12T06:30:10,739 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-12T06:30:10,741 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-02-12T06:30:10,744 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:10,745 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:10,748 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:10,751 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:10,756 creating build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,757 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,761 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,765 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,766 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,770 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,773 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,777 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-02-12T06:30:10,781 creating build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,783 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,787 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,789 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,793 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,795 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,798 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,802 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-02-12T06:30:10,806 creating build/lib/snowflake/ml/modeling/model_selection 2026-02-12T06:30:10,807 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-12T06:30:10,811 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-12T06:30:10,813 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-02-12T06:30:10,818 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,820 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,822 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,826 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,829 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,832 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,836 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:10,839 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,840 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,844 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,846 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,850 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,853 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,857 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:10,861 creating build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,862 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,865 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,867 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,870 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,874 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,877 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,880 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,883 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,887 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,891 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-02-12T06:30:10,895 creating build/lib/snowflake/ml/modeling/neural_network 2026-02-12T06:30:10,896 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-12T06:30:10,900 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-12T06:30:10,902 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-12T06:30:10,905 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-02-12T06:30:10,908 creating build/lib/snowflake/ml/modeling/xgboost 2026-02-12T06:30:10,909 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-12T06:30:10,914 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-12T06:30:10,916 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-12T06:30:10,919 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-12T06:30:10,922 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-02-12T06:30:10,927 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-12T06:30:10,927 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-12T06:30:10,931 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-02-12T06:30:10,933 creating build/lib/snowflake/ml/modeling/pipeline 2026-02-12T06:30:10,934 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-12T06:30:10,936 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-02-12T06:30:10,940 creating build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,941 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,945 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,949 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,953 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,957 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,961 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,964 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,967 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,968 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,971 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,975 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-02-12T06:30:10,978 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:10,980 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:10,982 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:10,986 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:10,990 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:10,991 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:10,995 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:10,997 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:11,001 creating build/lib/snowflake/ml/modeling/multiclass 2026-02-12T06:30:11,003 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-12T06:30:11,006 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-12T06:30:11,009 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-12T06:30:11,012 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-02-12T06:30:11,016 creating build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,018 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,020 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,025 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,027 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,031 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,033 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,036 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,039 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,041 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,044 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,046 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,049 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:11,052 creating build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,054 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,056 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,059 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,061 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,063 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,065 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-02-12T06:30:11,067 creating build/lib/snowflake/ml/modeling/manifold 2026-02-12T06:30:11,068 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-12T06:30:11,071 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-12T06:30:11,073 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-12T06:30:11,076 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-12T06:30:11,079 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-02-12T06:30:11,083 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-12T06:30:11,084 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-12T06:30:11,086 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-02-12T06:30:11,089 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:11,090 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:11,093 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:11,095 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:11,098 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:11,101 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:11,103 creating build/lib/snowflake/ml/data/_internal 2026-02-12T06:30:11,104 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-02-12T06:30:11,107 creating build/lib/snowflake/ml/feature_store/examples 2026-02-12T06:30:11,108 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-02-12T06:30:11,111 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-12T06:30:11,112 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-12T06:30:11,114 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-12T06:30:11,115 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-12T06:30:11,118 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-12T06:30:11,119 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-12T06:30:11,121 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-12T06:30:11,122 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-12T06:30:11,124 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-12T06:30:11,125 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 2026-02-12T06:30:11,127 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 2026-02-12T06:30:11,130 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-12T06:30:11,131 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 2026-02-12T06:30:11,132 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 2026-02-12T06:30:11,135 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-12T06:30:11,136 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-12T06:30:11,138 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-12T06:30:11,140 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-12T06:30:11,141 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-12T06:30:11,143 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-02-12T06:30:11,145 creating build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,146 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,148 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,150 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,152 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,153 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,156 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,157 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,159 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,161 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-02-12T06:30:11,163 creating build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,164 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,166 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,168 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,171 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,173 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,175 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,177 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,179 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,181 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,183 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,185 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,187 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,189 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,191 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,193 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,195 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,198 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,200 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-02-12T06:30:11,202 creating build/lib/snowflake/ml/_internal/lineage 2026-02-12T06:30:11,204 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-02-12T06:30:11,206 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:11,207 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:11,209 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:11,212 running egg_info 2026-02-12T06:30:11,221 writing snowflake_ml_python.egg-info/PKG-INFO 2026-02-12T06:30:11,240 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-02-12T06:30:11,251 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-02-12T06:30:11,252 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-02-12T06:30:11,410 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:11,435 adding license file 'LICENSE.txt' 2026-02-12T06:30:11,463 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-02-12T06:30:11,619 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:11,621 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:11,623 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:11,636 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-02-12T06:30:11,637 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-12T06:30:11,640 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-02-12T06:30:11,649 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:11,652 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:11,744 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-12T06:30:11,747 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:11,748 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:11,750 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:11,752 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:11,755 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:11,757 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:11,759 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-12T06:30:11,761 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-12T06:30:11,764 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-02-12T06:30:11,780 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:11,783 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:11,836 installing to build/bdist.linux-armv7l/wheel 2026-02-12T06:30:11,837 running install 2026-02-12T06:30:11,860 running install_lib 2026-02-12T06:30:11,865 creating build/bdist.linux-armv7l/wheel 2026-02-12T06:30:11,867 creating build/bdist.linux-armv7l/wheel/snowflake 2026-02-12T06:30:11,869 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-02-12T06:30:11,870 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,872 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,874 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,876 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,878 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,880 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,882 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,884 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,886 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,888 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,890 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,892 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-02-12T06:30:11,894 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-02-12T06:30:11,896 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-02-12T06:30:11,897 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:11,901 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-02-12T06:30:11,902 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,905 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,908 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,911 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,913 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,915 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,917 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,919 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,922 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,924 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-02-12T06:30:11,927 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-02-12T06:30:11,929 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-02-12T06:30:11,930 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 2026-02-12T06:30:11,932 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 2026-02-12T06:30:11,934 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 2026-02-12T06:30:11,935 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-12T06:30:11,938 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-02-12T06:30:11,939 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-02-12T06:30:11,942 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 2026-02-12T06:30:11,944 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-02-12T06:30:11,945 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-02-12T06:30:11,948 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,949 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,952 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,954 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,957 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,959 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,962 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,965 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,967 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,970 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,972 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,975 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,977 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,980 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,983 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,985 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,988 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-02-12T06:30:11,991 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-02-12T06:30:11,992 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 2026-02-12T06:30:11,994 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 2026-02-12T06:30:11,996 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 2026-02-12T06:30:11,998 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 2026-02-12T06:30:12,000 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 2026-02-12T06:30:12,003 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-02-12T06:30:12,004 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-02-12T06:30:12,008 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:12,009 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:12,011 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:12,014 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-02-12T06:30:12,017 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-02-12T06:30:12,019 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-02-12T06:30:12,021 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-02-12T06:30:12,024 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-02-12T06:30:12,025 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 2026-02-12T06:30:12,028 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-02-12T06:30:12,030 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 2026-02-12T06:30:12,032 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 2026-02-12T06:30:12,035 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:12,037 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 2026-02-12T06:30:12,040 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 2026-02-12T06:30:12,042 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:12,044 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 2026-02-12T06:30:12,046 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 2026-02-12T06:30:12,048 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-02-12T06:30:12,049 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 2026-02-12T06:30:12,051 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,053 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,055 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,058 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,059 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,062 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-02-12T06:30:12,064 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-12T06:30:12,066 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-02-12T06:30:12,069 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,071 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,073 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,075 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,076 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,079 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-02-12T06:30:12,080 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-02-12T06:30:12,081 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-12T06:30:12,083 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-12T06:30:12,086 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-12T06:30:12,088 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-02-12T06:30:12,092 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-02-12T06:30:12,093 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-12T06:30:12,095 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-12T06:30:12,098 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-12T06:30:12,100 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-12T06:30:12,102 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-12T06:30:12,104 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-02-12T06:30:12,107 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-02-12T06:30:12,108 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-12T06:30:12,110 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-12T06:30:12,113 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-12T06:30:12,115 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-12T06:30:12,117 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-02-12T06:30:12,121 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-02-12T06:30:12,122 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-12T06:30:12,125 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-12T06:30:12,127 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-02-12T06:30:12,129 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-02-12T06:30:12,131 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-02-12T06:30:12,132 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-12T06:30:12,134 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-12T06:30:12,137 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-02-12T06:30:12,139 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-02-12T06:30:12,141 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-02-12T06:30:12,142 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-02-12T06:30:12,145 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-02-12T06:30:12,147 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-02-12T06:30:12,148 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-02-12T06:30:12,151 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-02-12T06:30:12,152 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-12T06:30:12,154 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-02-12T06:30:12,157 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-02-12T06:30:12,158 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-02-12T06:30:12,159 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,161 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,163 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,165 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,167 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,169 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,171 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,173 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,174 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,177 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,179 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,181 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,183 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,185 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,187 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-02-12T06:30:12,189 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,191 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,193 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-02-12T06:30:12,195 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-12T06:30:12,198 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-12T06:30:12,200 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-12T06:30:12,201 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-12T06:30:12,205 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-02-12T06:30:12,206 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,208 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,211 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,213 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,216 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,217 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,219 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,221 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-02-12T06:30:12,223 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-02-12T06:30:12,227 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-02-12T06:30:12,228 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-02-12T06:30:12,229 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-12T06:30:12,231 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-12T06:30:12,233 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-12T06:30:12,235 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-02-12T06:30:12,237 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-12T06:30:12,239 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-12T06:30:12,241 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-12T06:30:12,242 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-02-12T06:30:12,245 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-02-12T06:30:12,246 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-12T06:30:12,249 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-12T06:30:12,251 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-02-12T06:30:12,253 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-02-12T06:30:12,254 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-12T06:30:12,257 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-02-12T06:30:12,259 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-02-12T06:30:12,260 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-12T06:30:12,262 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-02-12T06:30:12,263 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-12T06:30:12,266 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-02-12T06:30:12,269 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-02-12T06:30:12,272 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-02-12T06:30:12,273 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-12T06:30:12,275 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-12T06:30:12,277 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-12T06:30:12,279 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-12T06:30:12,281 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-02-12T06:30:12,283 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-02-12T06:30:12,284 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-12T06:30:12,286 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-12T06:30:12,288 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-12T06:30:12,290 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-12T06:30:12,293 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-12T06:30:12,295 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-02-12T06:30:12,298 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-02-12T06:30:12,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-02-12T06:30:12,301 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,304 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,308 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,309 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,313 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,316 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,320 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,323 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,326 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,330 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,333 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,337 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,340 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,344 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-02-12T06:30:12,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-02-12T06:30:12,352 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-12T06:30:12,355 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-12T06:30:12,358 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-12T06:30:12,360 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-12T06:30:12,363 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-02-12T06:30:12,367 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-02-12T06:30:12,368 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-12T06:30:12,396 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-12T06:30:12,399 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-02-12T06:30:12,405 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-02-12T06:30:12,406 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-12T06:30:12,411 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-12T06:30:12,414 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-02-12T06:30:12,420 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-02-12T06:30:12,422 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-12T06:30:12,426 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-12T06:30:12,431 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-02-12T06:30:12,438 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-02-12T06:30:12,440 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-12T06:30:12,444 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-02-12T06:30:12,451 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,453 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,459 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,465 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,471 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,477 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,483 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,488 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,495 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,498 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,502 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,506 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,508 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,512 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,515 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,519 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,523 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,527 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,531 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,535 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,538 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,542 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,547 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,551 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,555 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,559 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,563 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,566 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,570 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,574 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,578 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,581 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,586 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,590 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,595 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,599 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,603 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-02-12T06:30:12,609 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,610 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,614 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,617 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,622 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,627 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,631 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,636 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,638 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,642 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,647 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,652 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,656 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,660 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,664 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,668 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,672 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,676 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-02-12T06:30:12,681 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-02-12T06:30:12,683 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,687 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,692 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,694 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,697 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,701 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,704 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,708 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,712 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-02-12T06:30:12,716 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-02-12T06:30:12,717 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-12T06:30:12,719 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-12T06:30:12,723 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-12T06:30:12,727 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-12T06:30:12,731 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-02-12T06:30:12,735 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-02-12T06:30:12,736 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-12T06:30:12,739 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-02-12T06:30:12,742 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,743 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,747 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,748 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,752 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,755 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,759 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,763 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,766 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,770 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-02-12T06:30:12,773 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-02-12T06:30:12,774 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-12T06:30:12,776 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-12T06:30:12,778 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-02-12T06:30:12,781 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:12,782 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:12,784 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:12,788 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-02-12T06:30:12,793 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-02-12T06:30:12,794 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,799 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,803 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,805 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,809 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,812 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,816 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-02-12T06:30:12,820 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-02-12T06:30:12,821 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,824 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,826 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,829 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,834 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,838 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,842 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-02-12T06:30:12,845 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-02-12T06:30:12,846 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-12T06:30:12,850 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-12T06:30:12,852 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-02-12T06:30:12,856 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,857 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,859 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,863 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,867 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,872 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,876 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-02-12T06:30:12,881 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,882 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,886 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,888 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,892 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,896 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,985 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-02-12T06:30:12,989 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-02-12T06:30:12,991 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:12,994 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:12,996 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,000 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,003 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,006 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,009 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,013 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,017 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,020 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-02-12T06:30:13,023 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-02-12T06:30:13,024 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-12T06:30:13,027 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-12T06:30:13,029 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-12T06:30:13,032 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-02-12T06:30:13,036 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-02-12T06:30:13,037 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-12T06:30:13,040 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-12T06:30:13,042 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-12T06:30:13,045 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-12T06:30:13,049 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-02-12T06:30:13,053 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-02-12T06:30:13,055 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-12T06:30:13,059 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-02-12T06:30:13,061 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-02-12T06:30:13,063 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-12T06:30:13,065 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-02-12T06:30:13,069 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,070 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,074 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,078 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,082 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,086 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,089 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,093 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,097 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,099 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,102 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,106 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-02-12T06:30:13,110 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:13,111 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:13,113 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:13,117 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-02-12T06:30:13,121 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:13,123 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:13,126 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:13,129 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-02-12T06:30:13,133 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-02-12T06:30:13,134 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-12T06:30:13,138 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-12T06:30:13,140 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-12T06:30:13,143 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-02-12T06:30:13,148 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,149 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,152 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,156 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,159 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,163 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,165 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,168 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,171 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,174 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,176 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,179 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,181 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-02-12T06:30:13,185 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-02-12T06:30:13,186 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-02-12T06:30:13,188 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-12T06:30:13,190 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-02-12T06:30:13,193 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-12T06:30:13,196 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-12T06:30:13,198 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-12T06:30:13,201 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-12T06:30:13,205 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:13,206 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:13,210 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 2026-02-12T06:30:13,213 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:13,217 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-02-12T06:30:13,222 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 2026-02-12T06:30:13,225 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-12T06:30:13,228 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-02-12T06:30:13,231 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-02-12T06:30:13,232 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-12T06:30:13,237 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-12T06:30:13,239 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-12T06:30:13,243 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-12T06:30:13,248 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-02-12T06:30:13,252 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-02-12T06:30:13,256 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-02-12T06:30:13,258 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-12T06:30:13,261 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-02-12T06:30:13,264 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-02-12T06:30:13,266 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-12T06:30:13,269 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-12T06:30:13,273 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-12T06:30:13,276 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-12T06:30:13,279 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-02-12T06:30:13,284 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-02-12T06:30:13,286 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-12T06:30:13,288 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-12T06:30:13,291 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-12T06:30:13,294 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-12T06:30:13,297 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-12T06:30:13,300 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-02-12T06:30:13,303 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-02-12T06:30:13,305 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-02-12T06:30:13,308 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-02-12T06:30:13,309 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,312 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,315 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,318 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,320 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,323 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,325 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,332 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,336 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-02-12T06:30:13,339 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-02-12T06:30:13,341 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-02-12T06:30:13,344 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-02-12T06:30:13,345 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 2026-02-12T06:30:13,348 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-02-12T06:30:13,349 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 2026-02-12T06:30:13,351 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 2026-02-12T06:30:13,354 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 2026-02-12T06:30:13,356 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:13,358 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 2026-02-12T06:30:13,360 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 2026-02-12T06:30:13,362 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-02-12T06:30:13,364 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 2026-02-12T06:30:13,366 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 2026-02-12T06:30:13,368 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-02-12T06:30:13,369 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 2026-02-12T06:30:13,372 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-02-12T06:30:13,373 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 2026-02-12T06:30:13,375 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 2026-02-12T06:30:13,376 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 2026-02-12T06:30:13,379 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-02-12T06:30:13,380 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 2026-02-12T06:30:13,382 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-02-12T06:30:13,383 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 2026-02-12T06:30:13,385 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 2026-02-12T06:30:13,387 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 2026-02-12T06:30:13,389 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-02-12T06:30:13,390 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-12T06:30:13,393 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-02-12T06:30:13,394 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 2026-02-12T06:30:13,396 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 2026-02-12T06:30:13,398 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-02-12T06:30:13,400 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-02-12T06:30:13,401 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,403 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,405 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,407 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,408 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,410 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,412 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,414 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,416 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,418 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,420 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-02-12T06:30:13,422 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-02-12T06:30:13,423 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,426 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,428 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,430 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,432 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,434 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,436 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,438 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,440 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,442 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,444 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,446 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,448 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,450 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,452 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,454 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,456 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,458 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-02-12T06:30:13,460 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,462 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,464 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,467 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,470 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,473 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-02-12T06:30:13,474 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-02-12T06:30:13,476 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,478 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,480 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-02-12T06:30:13,482 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:13,483 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:13,485 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:13,487 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:13,489 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-02-12T06:30:13,490 running install_egg_info 2026-02-12T06:30:13,495 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.26.0-py3.11.egg-info 2026-02-12T06:30:13,507 running install_scripts 2026-02-12T06:30:13,520 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.26.0.dist-info/WHEEL 2026-02-12T06:30:13,523 creating '/tmp/pip-wheel-3zl0d4p6/.tmp-2qrz7p1y/snowflake_ml_python-1.26.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-02-12T06:30:13,525 adding 'snowflake/cortex/__init__.py' 2026-02-12T06:30:13,527 adding 'snowflake/cortex/_classify_text.py' 2026-02-12T06:30:13,530 adding 'snowflake/cortex/_complete.py' 2026-02-12T06:30:13,531 adding 'snowflake/cortex/_embed_text_1024.py' 2026-02-12T06:30:13,532 adding 'snowflake/cortex/_embed_text_768.py' 2026-02-12T06:30:13,534 adding 'snowflake/cortex/_extract_answer.py' 2026-02-12T06:30:13,536 adding 'snowflake/cortex/_finetune.py' 2026-02-12T06:30:13,537 adding 'snowflake/cortex/_sentiment.py' 2026-02-12T06:30:13,539 adding 'snowflake/cortex/_sse_client.py' 2026-02-12T06:30:13,540 adding 'snowflake/cortex/_summarize.py' 2026-02-12T06:30:13,541 adding 'snowflake/cortex/_translate.py' 2026-02-12T06:30:13,543 adding 'snowflake/cortex/_util.py' 2026-02-12T06:30:13,544 adding 'snowflake/ml/version.py' 2026-02-12T06:30:13,546 adding 'snowflake/ml/_internal/env.py' 2026-02-12T06:30:13,550 adding 'snowflake/ml/_internal/env_utils.py' 2026-02-12T06:30:13,552 adding 'snowflake/ml/_internal/file_utils.py' 2026-02-12T06:30:13,553 adding 'snowflake/ml/_internal/init_utils.py' 2026-02-12T06:30:13,555 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-02-12T06:30:13,556 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-02-12T06:30:13,558 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-02-12T06:30:13,562 adding 'snowflake/ml/_internal/telemetry.py' 2026-02-12T06:30:13,563 adding 'snowflake/ml/_internal/type_utils.py' 2026-02-12T06:30:13,565 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-02-12T06:30:13,566 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-02-12T06:30:13,568 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-02-12T06:30:13,569 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-02-12T06:30:13,570 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-02-12T06:30:13,572 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-02-12T06:30:13,573 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-02-12T06:30:13,574 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-02-12T06:30:13,575 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-02-12T06:30:13,577 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-02-12T06:30:13,578 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-02-12T06:30:13,580 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-02-12T06:30:13,581 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-02-12T06:30:13,583 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-02-12T06:30:13,586 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-02-12T06:30:13,587 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-02-12T06:30:13,588 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-02-12T06:30:13,590 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-02-12T06:30:13,591 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-02-12T06:30:13,593 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-02-12T06:30:13,594 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-02-12T06:30:13,596 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-02-12T06:30:13,597 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-02-12T06:30:13,599 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-02-12T06:30:13,600 adding 'snowflake/ml/_internal/utils/result.py' 2026-02-12T06:30:13,602 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-02-12T06:30:13,603 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-02-12T06:30:13,605 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-02-12T06:30:13,606 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-02-12T06:30:13,608 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-02-12T06:30:13,609 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-02-12T06:30:13,610 adding 'snowflake/ml/_internal/utils/url.py' 2026-02-12T06:30:13,612 adding 'snowflake/ml/data/__init__.py' 2026-02-12T06:30:13,614 adding 'snowflake/ml/data/data_connector.py' 2026-02-12T06:30:13,615 adding 'snowflake/ml/data/data_ingestor.py' 2026-02-12T06:30:13,616 adding 'snowflake/ml/data/data_source.py' 2026-02-12T06:30:13,618 adding 'snowflake/ml/data/ingestor_utils.py' 2026-02-12T06:30:13,619 adding 'snowflake/ml/data/torch_utils.py' 2026-02-12T06:30:13,622 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-02-12T06:30:13,624 adding 'snowflake/ml/dataset/__init__.py' 2026-02-12T06:30:13,626 adding 'snowflake/ml/dataset/dataset.py' 2026-02-12T06:30:13,628 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-02-12T06:30:13,629 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-02-12T06:30:13,631 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-02-12T06:30:13,632 adding 'snowflake/ml/experiment/__init__.py' 2026-02-12T06:30:13,634 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-02-12T06:30:13,637 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-02-12T06:30:13,638 adding 'snowflake/ml/experiment/utils.py' 2026-02-12T06:30:13,640 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-02-12T06:30:13,641 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-02-12T06:30:13,643 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-02-12T06:30:13,644 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-02-12T06:30:13,646 adding 'snowflake/ml/experiment/_entities/run.py' 2026-02-12T06:30:13,647 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-02-12T06:30:13,649 adding 'snowflake/ml/experiment/callback/keras.py' 2026-02-12T06:30:13,650 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-02-12T06:30:13,652 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-02-12T06:30:13,654 adding 'snowflake/ml/feature_store/__init__.py' 2026-02-12T06:30:13,656 adding 'snowflake/ml/feature_store/access_manager.py' 2026-02-12T06:30:13,658 adding 'snowflake/ml/feature_store/aggregation.py' 2026-02-12T06:30:13,659 adding 'snowflake/ml/feature_store/entity.py' 2026-02-12T06:30:13,661 adding 'snowflake/ml/feature_store/feature.py' 2026-02-12T06:30:13,680 adding 'snowflake/ml/feature_store/feature_store.py' 2026-02-12T06:30:13,687 adding 'snowflake/ml/feature_store/feature_view.py' 2026-02-12T06:30:13,690 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-02-12T06:30:13,694 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-02-12T06:30:13,697 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-02-12T06:30:13,698 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-02-12T06:30:13,699 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-02-12T06:30:13,701 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-02-12T06:30:13,702 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-02-12T06:30:13,704 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-02-12T06:30:13,705 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-02-12T06:30:13,707 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-02-12T06:30:13,708 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-02-12T06:30:13,709 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-02-12T06:30:13,711 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-02-12T06:30:13,712 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-02-12T06:30:13,714 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-02-12T06:30:13,715 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-02-12T06:30:13,716 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-02-12T06:30:13,717 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-02-12T06:30:13,719 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-02-12T06:30:13,720 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-02-12T06:30:13,721 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-02-12T06:30:13,723 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-02-12T06:30:13,724 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-02-12T06:30:13,726 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-02-12T06:30:13,728 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-02-12T06:30:13,731 adding 'snowflake/ml/fileset/fileset.py' 2026-02-12T06:30:13,733 adding 'snowflake/ml/fileset/sfcfs.py' 2026-02-12T06:30:13,735 adding 'snowflake/ml/fileset/snowfs.py' 2026-02-12T06:30:13,737 adding 'snowflake/ml/fileset/stage_fs.py' 2026-02-12T06:30:13,739 adding 'snowflake/ml/jobs/__init__.py' 2026-02-12T06:30:13,741 adding 'snowflake/ml/jobs/decorators.py' 2026-02-12T06:30:13,744 adding 'snowflake/ml/jobs/job.py' 2026-02-12T06:30:13,747 adding 'snowflake/ml/jobs/job_definition.py' 2026-02-12T06:30:13,749 adding 'snowflake/ml/jobs/manager.py' 2026-02-12T06:30:13,751 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-02-12T06:30:13,752 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-02-12T06:30:13,753 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-02-12T06:30:13,756 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-02-12T06:30:13,758 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-02-12T06:30:13,760 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-02-12T06:30:13,762 adding 'snowflake/ml/jobs/_interop/results.py' 2026-02-12T06:30:13,764 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-02-12T06:30:13,765 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-02-12T06:30:13,766 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-02-12T06:30:13,768 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-02-12T06:30:13,770 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-02-12T06:30:13,773 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-02-12T06:30:13,775 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-02-12T06:30:13,777 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-02-12T06:30:13,778 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2026-02-12T06:30:13,779 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-02-12T06:30:13,780 adding 'snowflake/ml/jobs/_utils/types.py' 2026-02-12T06:30:13,782 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-02-12T06:30:13,783 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-02-12T06:30:13,787 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-02-12T06:30:13,788 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-02-12T06:30:13,790 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-02-12T06:30:13,791 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-02-12T06:30:13,793 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-02-12T06:30:13,795 adding 'snowflake/ml/lineage/__init__.py' 2026-02-12T06:30:13,796 adding 'snowflake/ml/lineage/lineage_node.py' 2026-02-12T06:30:13,798 adding 'snowflake/ml/model/__init__.py' 2026-02-12T06:30:13,800 adding 'snowflake/ml/model/code_path.py' 2026-02-12T06:30:13,801 adding 'snowflake/ml/model/compute_pool.py' 2026-02-12T06:30:13,803 adding 'snowflake/ml/model/custom_model.py' 2026-02-12T06:30:13,805 adding 'snowflake/ml/model/event_handler.py' 2026-02-12T06:30:13,806 adding 'snowflake/ml/model/inference_engine.py' 2026-02-12T06:30:13,809 adding 'snowflake/ml/model/model_signature.py' 2026-02-12T06:30:13,811 adding 'snowflake/ml/model/openai_signatures.py' 2026-02-12T06:30:13,812 adding 'snowflake/ml/model/target_platform.py' 2026-02-12T06:30:13,813 adding 'snowflake/ml/model/task.py' 2026-02-12T06:30:13,815 adding 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2026-02-12T06:30:13,868 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-02-12T06:30:13,870 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-02-12T06:30:13,871 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-02-12T06:30:13,872 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-02-12T06:30:13,874 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-02-12T06:30:13,875 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-02-12T06:30:13,877 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-02-12T06:30:13,879 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-02-12T06:30:13,880 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-02-12T06:30:13,883 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-02-12T06:30:13,886 adding 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adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-02-12T06:30:13,994 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-02-12T06:30:13,996 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-02-12T06:30:14,000 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-02-12T06:30:14,002 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-02-12T06:30:14,008 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-02-12T06:30:14,013 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-02-12T06:30:14,018 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-02-12T06:30:14,023 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-02-12T06:30:14,027 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-02-12T06:30:14,032 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-02-12T06:30:14,038 adding 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2026-02-12T06:30:14,192 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-02-12T06:30:14,197 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-02-12T06:30:14,202 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-02-12T06:30:14,208 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-02-12T06:30:14,214 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-02-12T06:30:14,220 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-02-12T06:30:14,226 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-02-12T06:30:14,232 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-02-12T06:30:14,238 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-02-12T06:30:14,243 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-02-12T06:30:14,249 adding 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'snowflake/ml/modeling/impute/missing_indicator.py' 2026-02-12T06:30:14,347 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-02-12T06:30:14,348 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-02-12T06:30:14,352 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-02-12T06:30:14,357 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-02-12T06:30:14,362 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-02-12T06:30:14,366 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-02-12T06:30:14,371 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-02-12T06:30:14,373 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-02-12T06:30:14,377 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-02-12T06:30:14,379 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-02-12T06:30:14,383 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-02-12T06:30:14,388 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-02-12T06:30:14,390 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-02-12T06:30:14,394 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-02-12T06:30:14,399 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-02-12T06:30:14,404 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-02-12T06:30:14,409 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-02-12T06:30:14,414 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-02-12T06:30:14,418 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-02-12T06:30:14,423 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-02-12T06:30:14,428 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-02-12T06:30:14,433 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-02-12T06:30:14,437 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-02-12T06:30:14,442 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-02-12T06:30:14,447 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-02-12T06:30:14,452 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-02-12T06:30:14,457 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-02-12T06:30:14,462 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-02-12T06:30:14,467 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-02-12T06:30:14,472 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-02-12T06:30:14,477 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-02-12T06:30:14,481 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-02-12T06:30:14,486 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-02-12T06:30:14,491 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-02-12T06:30:14,496 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-02-12T06:30:14,501 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-02-12T06:30:14,506 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-02-12T06:30:14,510 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-02-12T06:30:14,516 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-02-12T06:30:14,521 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-02-12T06:30:14,526 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-02-12T06:30:14,530 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-02-12T06:30:14,535 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-02-12T06:30:14,541 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-02-12T06:30:14,546 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-02-12T06:30:14,551 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-02-12T06:30:14,556 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-02-12T06:30:14,561 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-02-12T06:30:14,563 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-02-12T06:30:14,567 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-02-12T06:30:14,572 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-02-12T06:30:14,577 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-02-12T06:30:14,583 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-02-12T06:30:14,585 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-02-12T06:30:14,592 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-02-12T06:30:14,593 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-02-12T06:30:14,595 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-02-12T06:30:14,597 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-02-12T06:30:14,599 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-02-12T06:30:14,602 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-02-12T06:30:14,604 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-02-12T06:30:14,609 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-02-12T06:30:14,614 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-02-12T06:30:14,616 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-02-12T06:30:14,620 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-02-12T06:30:14,624 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-02-12T06:30:14,626 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-02-12T06:30:14,630 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-02-12T06:30:14,635 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-02-12T06:30:14,640 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-02-12T06:30:14,642 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-02-12T06:30:14,646 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-02-12T06:30:14,651 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-02-12T06:30:14,656 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-02-12T06:30:14,660 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-02-12T06:30:14,665 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-02-12T06:30:14,667 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-02-12T06:30:14,671 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-02-12T06:30:14,676 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-02-12T06:30:14,681 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-02-12T06:30:14,686 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-02-12T06:30:14,691 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-02-12T06:30:14,695 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-02-12T06:30:14,700 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-02-12T06:30:14,705 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-02-12T06:30:14,710 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-02-12T06:30:14,712 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-02-12T06:30:14,717 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-02-12T06:30:14,722 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-02-12T06:30:14,728 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-02-12T06:30:14,730 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-02-12T06:30:14,731 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-02-12T06:30:14,732 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-02-12T06:30:14,733 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-02-12T06:30:14,738 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-02-12T06:30:14,740 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-02-12T06:30:14,741 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-02-12T06:30:14,744 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-02-12T06:30:14,745 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-02-12T06:30:14,747 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-02-12T06:30:14,749 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-02-12T06:30:14,750 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-02-12T06:30:14,759 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-02-12T06:30:14,763 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-02-12T06:30:14,767 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-02-12T06:30:14,769 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-02-12T06:30:14,771 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-02-12T06:30:14,773 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-02-12T06:30:14,777 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-02-12T06:30:14,782 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-02-12T06:30:14,784 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-02-12T06:30:14,789 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-02-12T06:30:14,794 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-02-12T06:30:14,799 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-02-12T06:30:14,803 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-02-12T06:30:14,808 adding 'snowflake/ml/modeling/svm/svc.py' 2026-02-12T06:30:14,813 adding 'snowflake/ml/modeling/svm/svr.py' 2026-02-12T06:30:14,815 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-02-12T06:30:14,820 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-02-12T06:30:14,826 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-02-12T06:30:14,831 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-02-12T06:30:14,836 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-02-12T06:30:14,838 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-02-12T06:30:14,844 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-02-12T06:30:14,850 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-02-12T06:30:14,856 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-02-12T06:30:14,862 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-02-12T06:30:14,865 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-02-12T06:30:14,867 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-02-12T06:30:14,868 adding 'snowflake/ml/monitoring/shap.py' 2026-02-12T06:30:14,871 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-02-12T06:30:14,873 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-02-12T06:30:14,874 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-02-12T06:30:14,876 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-02-12T06:30:14,878 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-02-12T06:30:14,880 adding 'snowflake/ml/registry/__init__.py' 2026-02-12T06:30:14,883 adding 'snowflake/ml/registry/registry.py' 2026-02-12T06:30:14,886 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-02-12T06:30:14,889 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-02-12T06:30:14,891 adding 'snowflake/ml/utils/authentication.py' 2026-02-12T06:30:14,892 adding 'snowflake/ml/utils/connection_params.py' 2026-02-12T06:30:14,894 adding 'snowflake/ml/utils/html_utils.py' 2026-02-12T06:30:14,895 adding 'snowflake/ml/utils/sparse.py' 2026-02-12T06:30:14,896 adding 'snowflake/ml/utils/sql_client.py' 2026-02-12T06:30:14,898 adding 'snowflake/ml/utils/stage_file.py' 2026-02-12T06:30:14,901 adding 'snowflake_ml_python-1.26.0.dist-info/licenses/LICENSE.txt' 2026-02-12T06:30:14,916 adding 'snowflake_ml_python-1.26.0.dist-info/METADATA' 2026-02-12T06:30:14,918 adding 'snowflake_ml_python-1.26.0.dist-info/WHEEL' 2026-02-12T06:30:14,919 adding 'snowflake_ml_python-1.26.0.dist-info/top_level.txt' 2026-02-12T06:30:14,927 adding 'snowflake_ml_python-1.26.0.dist-info/RECORD' 2026-02-12T06:30:14,958 removing build/bdist.linux-armv7l/wheel 2026-02-12T06:30:15,182 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-02-12T06:30:15,235 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.26.0-py3-none-any.whl size=2274986 sha256=48d404ff42f36a907dbe0022fb364c0848f1448e150a664b15f0e18011077544 2026-02-12T06:30:15,236 Stored in directory: /tmp/pip-ephem-wheel-cache-6z17a3id/wheels/88/a2/68/9339dd5b3e272bc42ba5c7c484fa25a0ebc042a02d2aab995f 2026-02-12T06:30:15,286 Successfully built snowflake-ml-python 2026-02-12T06:30:15,345 Removed build tracker: '/tmp/pip-build-tracker-2izegir1'