2026-03-27T08:36:59,923 Created temporary directory: /tmp/pip-ephem-wheel-cache-_kf0w0p1 2026-03-27T08:36:59,925 Created temporary directory: /tmp/pip-build-tracker-fih7s8rj 2026-03-27T08:36:59,925 Initialized build tracking at /tmp/pip-build-tracker-fih7s8rj 2026-03-27T08:36:59,926 Created build tracker: /tmp/pip-build-tracker-fih7s8rj 2026-03-27T08:36:59,926 Entered build tracker: /tmp/pip-build-tracker-fih7s8rj 2026-03-27T08:36:59,927 Created temporary directory: /tmp/pip-wheel-y8gfoq_6 2026-03-27T08:36:59,930 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-27T08:36:59,933 Created temporary directory: /tmp/pip-ephem-wheel-cache-xtdrfax3 2026-03-27T08:36:59,957 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-27T08:36:59,960 2 location(s) to search for versions of snowflake-ml-python: 2026-03-27T08:36:59,960 * https://pypi.org/simple/snowflake-ml-python/ 2026-03-27T08:36:59,960 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-27T08:36:59,961 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-03-27T08:36:59,962 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-03-27T08:36:59,963 Found index url https://pypi.org/simple 2026-03-27T08:37:00,103 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-03-27T08:37:00,125 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/9f/57/86279aa8c2c0643dcdf363be175d11cf84a7ffbf366eaf1a8314de2a9574/snowflake_ml_python-1.30.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,218 Found link https://files.pythonhosted.org/packages/05/54/783e3b9c18bc9e7db9f3480ab0e20f3c818828572cf764ac13dd2b9464b9/snowflake_ml_python-1.30.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.30.0 2026-03-27T08:37:00,218 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/f6/ea/65dbb2651b083d06eefb0c427b4154184d531afbe5b4c590e6575643d0d0/snowflake_ml_python-1.31.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,219 Found link 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https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-27T08:37:00,224 Found index url https://www.piwheels.org/simple 2026-03-27T08:37:00,386 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-03-27T08:37:00,399 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.31.0-py3-none-any.whl#sha256=675bf70e7448883077f8aa2750ed8443937d5f297b339f1684e893f733161a14 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,400 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.30.0-py3-none-any.whl#sha256=ff6b23114d1c508bec544a682f83555124bee26d96dfb5b93b26c47b51c59c15 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,400 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.29.0-py3-none-any.whl#sha256=c7c83a24f2ec13f0a377454b592e539856a05a7f435ef579a997a5d3c3e41119 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,401 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.28.0-py3-none-any.whl#sha256=73efd81f7b692eb19d3720e33afef8bd708bb6c2b13666f3d1c37bcae1d8c020 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,402 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.27.0-py3-none-any.whl#sha256=173225ca58d2921102882e1eec485f9d8d52e706b2a3fc6ddd92682a6885ba53 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,402 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(requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,404 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.24.0-py3-none-any.whl#sha256=73e336406c95e697aff597b1be3acc63456e982659d65726d77858d53208d074 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,404 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.23.0-py3-none-any.whl#sha256=31f5e9e3658dfeab455e0fc33c9bcdfbfd4226b657ac023b0bff857cd3a1d611 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,405 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.22.0-py3-none-any.whl#sha256=9ea45492e427342d207e54c1712b25fe15bc89a394cc0972c99d7a2ded8cbf11 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,406 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.21.0-py3-none-any.whl#sha256=3255c2428934cd2c1fda618ae8ad8b989b5fce5b4a42a3b2146713b5c2c8be7e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-27T08:37:00,406 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.20.0-py3-none-any.whl#sha256=7df53f0c85b1bd7c0a660ead74c531227a21930fd396bcf1ba1718386eb795fe (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,407 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,410 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.13.0-py3-none-any.whl#sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,411 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.12.0-py3-none-any.whl#sha256=fa029aa3cbd1e190cb24328c6479d923cd2019a720fa5ac83ae41fbb0387d1b4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,411 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.11.0-py3-none-any.whl#sha256=3fd25535877c3b5bb63463f06ea31fc65e369cbebf6124644369e3f327105d7c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,412 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.10.0-py3-none-any.whl#sha256=6f5cf9770ca436587c5156ac034cf89dfefec4fa94ebfe8b9a07f539f2c29b71 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,412 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) 2026-03-27T08:37:00,413 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,416 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,417 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,417 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,418 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-27T08:37:00,419 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-27T08:37:00,419 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) 2026-03-27T08:37:00,420 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) 2026-03-27T08:37:00,420 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) 2026-03-27T08:37:00,420 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) 2026-03-27T08:37:00,421 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-27T08:37:00,422 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-27T08:37:00,422 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-27T08:37:00,423 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-27T08:37:00,423 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-27T08:37:00,424 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-27T08:37:00,425 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-03-27T08:37:00,449 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-03-27T08:37:00,467 Collecting snowflake-ml-python==1.32.0 2026-03-27T08:37:00,470 Created temporary directory: /tmp/pip-unpack-as0b0633 2026-03-27T08:37:00,685 Downloading snowflake_ml_python-1.32.0.tar.gz (2.0 MB) 2026-03-27T08:37:02,699 Added snowflake-ml-python==1.32.0 from https://files.pythonhosted.org/packages/01/9f/80323577d0a1a5d378d27e3197dd040e63eb19eba1992e2dd39366e7267d/snowflake_ml_python-1.32.0.tar.gz to build tracker '/tmp/pip-build-tracker-fih7s8rj' 2026-03-27T08:37:02,705 Created temporary directory: /tmp/pip-build-env-c_et6v8h 2026-03-27T08:37:02,709 Installing build dependencies: started 2026-03-27T08:37:02,710 Running command pip subprocess to install build dependencies 2026-03-27T08:37:03,837 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-03-27T08:37:04,443 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-27T08:37:04,466 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-27T08:37:06,220 Collecting setuptools>=61.0 2026-03-27T08:37:06,300 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-03-27T08:37:09,263 Installing collected packages: setuptools 2026-03-27T08:37:12,301 Successfully installed setuptools-82.0.1 2026-03-27T08:37:12,569 Installing build dependencies: finished with status 'done' 2026-03-27T08:37:12,576 Getting requirements to build wheel: started 2026-03-27T08:37:12,577 Running command Getting requirements to build wheel 2026-03-27T08:37:13,240 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-27T08:37:13,240 !! 2026-03-27T08:37:13,241 ******************************************************************************** 2026-03-27T08:37:13,242 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-27T08:37:13,243 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-27T08:37:13,244 or your builds will no longer be supported. 2026-03-27T08:37:13,245 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:13,245 ******************************************************************************** 2026-03-27T08:37:13,246 !! 2026-03-27T08:37:13,247 corresp(dist, value, root_dir) 2026-03-27T08:37:13,328 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-27T08:37:13,328 !! 2026-03-27T08:37:13,330 ******************************************************************************** 2026-03-27T08:37:13,330 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-27T08:37:13,331 License :: OSI Approved :: Apache Software License 2026-03-27T08:37:13,333 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:13,333 ******************************************************************************** 2026-03-27T08:37:13,335 !! 2026-03-27T08:37:13,335 dist._finalize_license_expression() 2026-03-27T08:37:13,344 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-27T08:37:13,344 !! 2026-03-27T08:37:13,345 ******************************************************************************** 2026-03-27T08:37:13,346 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-27T08:37:13,346 License :: OSI Approved :: Apache Software License 2026-03-27T08:37:13,347 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:13,348 ******************************************************************************** 2026-03-27T08:37:13,349 !! 2026-03-27T08:37:13,349 self._finalize_license_expression() 2026-03-27T08:37:13,354 running egg_info 2026-03-27T08:37:13,360 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-27T08:37:13,380 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-27T08:37:13,392 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-27T08:37:13,394 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-27T08:37:13,602 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:13,629 adding license file 'LICENSE.txt' 2026-03-27T08:37:13,659 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:13,759 Getting requirements to build wheel: finished with status 'done' 2026-03-27T08:37:13,763 Created temporary directory: /tmp/pip-modern-metadata-kayg7953 2026-03-27T08:37:13,766 Preparing metadata (pyproject.toml): started 2026-03-27T08:37:13,767 Running command Preparing metadata (pyproject.toml) 2026-03-27T08:37:14,376 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-27T08:37:14,376 !! 2026-03-27T08:37:14,378 ******************************************************************************** 2026-03-27T08:37:14,379 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-27T08:37:14,380 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-27T08:37:14,380 or your builds will no longer be supported. 2026-03-27T08:37:14,382 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:14,382 ******************************************************************************** 2026-03-27T08:37:14,383 !! 2026-03-27T08:37:14,384 corresp(dist, value, root_dir) 2026-03-27T08:37:14,461 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-27T08:37:14,462 !! 2026-03-27T08:37:14,463 ******************************************************************************** 2026-03-27T08:37:14,464 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-27T08:37:14,465 License :: OSI Approved :: Apache Software License 2026-03-27T08:37:14,466 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:14,467 ******************************************************************************** 2026-03-27T08:37:14,468 !! 2026-03-27T08:37:14,469 dist._finalize_license_expression() 2026-03-27T08:37:14,475 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-27T08:37:14,476 !! 2026-03-27T08:37:14,477 ******************************************************************************** 2026-03-27T08:37:14,478 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-27T08:37:14,479 License :: OSI Approved :: Apache Software License 2026-03-27T08:37:14,480 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:14,480 ******************************************************************************** 2026-03-27T08:37:14,481 !! 2026-03-27T08:37:14,482 self._finalize_license_expression() 2026-03-27T08:37:14,482 running dist_info 2026-03-27T08:37:14,492 creating /tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info 2026-03-27T08:37:14,493 writing /tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/PKG-INFO 2026-03-27T08:37:14,513 writing dependency_links to /tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/dependency_links.txt 2026-03-27T08:37:14,524 writing requirements to /tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/requires.txt 2026-03-27T08:37:14,525 writing top-level names to /tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/top_level.txt 2026-03-27T08:37:14,527 writing manifest file '/tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:14,713 reading manifest file '/tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:14,715 adding license file 'LICENSE.txt' 2026-03-27T08:37:14,739 writing manifest file '/tmp/pip-modern-metadata-kayg7953/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:14,741 creating '/tmp/pip-modern-metadata-kayg7953/snowflake_ml_python-1.32.0.dist-info' 2026-03-27T08:37:14,872 Preparing metadata (pyproject.toml): finished with status 'done' 2026-03-27T08:37:14,887 Source in /tmp/pip-wheel-y8gfoq_6/snowflake-ml-python_11ba4dce41dd4ea2975cad25a695f89b has version 1.32.0, which satisfies requirement snowflake-ml-python==1.32.0 from https://files.pythonhosted.org/packages/01/9f/80323577d0a1a5d378d27e3197dd040e63eb19eba1992e2dd39366e7267d/snowflake_ml_python-1.32.0.tar.gz 2026-03-27T08:37:14,888 Removed snowflake-ml-python==1.32.0 from https://files.pythonhosted.org/packages/01/9f/80323577d0a1a5d378d27e3197dd040e63eb19eba1992e2dd39366e7267d/snowflake_ml_python-1.32.0.tar.gz from build tracker '/tmp/pip-build-tracker-fih7s8rj' 2026-03-27T08:37:14,914 Created temporary directory: /tmp/pip-unpack-hn2pe0bl 2026-03-27T08:37:14,916 Building wheels for collected packages: snowflake-ml-python 2026-03-27T08:37:14,951 Created temporary directory: /tmp/pip-wheel-wjbx35ey 2026-03-27T08:37:14,953 Destination directory: /tmp/pip-wheel-wjbx35ey 2026-03-27T08:37:14,965 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-03-27T08:37:14,968 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-03-27T08:37:15,614 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-27T08:37:15,614 !! 2026-03-27T08:37:15,616 ******************************************************************************** 2026-03-27T08:37:15,616 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-27T08:37:15,617 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-27T08:37:15,618 or your builds will no longer be supported. 2026-03-27T08:37:15,619 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:15,620 ******************************************************************************** 2026-03-27T08:37:15,621 !! 2026-03-27T08:37:15,622 corresp(dist, value, root_dir) 2026-03-27T08:37:15,692 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-27T08:37:15,696 !! 2026-03-27T08:37:15,697 ******************************************************************************** 2026-03-27T08:37:15,698 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-27T08:37:15,699 License :: OSI Approved :: Apache Software License 2026-03-27T08:37:15,700 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:15,701 ******************************************************************************** 2026-03-27T08:37:15,702 !! 2026-03-27T08:37:15,702 dist._finalize_license_expression() 2026-03-27T08:37:15,708 /tmp/pip-build-env-c_et6v8h/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-27T08:37:15,709 !! 2026-03-27T08:37:15,710 ******************************************************************************** 2026-03-27T08:37:15,710 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-27T08:37:15,711 License :: OSI Approved :: Apache Software License 2026-03-27T08:37:15,712 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-27T08:37:15,713 ******************************************************************************** 2026-03-27T08:37:15,714 !! 2026-03-27T08:37:15,715 self._finalize_license_expression() 2026-03-27T08:37:15,716 running bdist_wheel 2026-03-27T08:37:15,728 running build 2026-03-27T08:37:15,729 running build_py 2026-03-27T08:37:15,736 creating build/lib/snowflake/cortex 2026-03-27T08:37:15,739 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,741 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,743 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,745 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,747 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,749 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,751 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,753 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,755 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,757 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,759 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,762 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-03-27T08:37:15,766 creating build/lib/snowflake/ml 2026-03-27T08:37:15,767 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-03-27T08:37:15,770 creating build/lib/snowflake/ml/data 2026-03-27T08:37:15,771 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-03-27T08:37:15,773 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-03-27T08:37:15,775 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-03-27T08:37:15,776 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-03-27T08:37:15,779 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-03-27T08:37:15,781 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-03-27T08:37:15,784 creating build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,785 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,787 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,789 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,791 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,793 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,795 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,796 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,799 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,802 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-03-27T08:37:15,805 creating build/lib/snowflake/ml/lineage 2026-03-27T08:37:15,807 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-03-27T08:37:15,809 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-03-27T08:37:15,811 creating build/lib/snowflake/ml/utils 2026-03-27T08:37:15,812 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-03-27T08:37:15,815 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-03-27T08:37:15,817 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-03-27T08:37:15,819 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-03-27T08:37:15,820 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-03-27T08:37:15,823 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-03-27T08:37:15,826 creating build/lib/snowflake/ml/model 2026-03-27T08:37:15,827 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,831 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,834 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,835 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,838 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,840 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,842 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,844 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,847 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,849 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,852 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,855 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-03-27T08:37:15,858 creating build/lib/snowflake/ml/fileset 2026-03-27T08:37:15,859 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-27T08:37:15,862 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-03-27T08:37:15,865 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-03-27T08:37:15,867 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-03-27T08:37:15,870 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-27T08:37:15,873 creating build/lib/snowflake/ml/registry 2026-03-27T08:37:15,874 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-03-27T08:37:15,877 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-03-27T08:37:15,879 creating build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,880 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,883 copying snowflake/ml/feature_store/stream_source.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,885 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,889 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,891 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,893 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,896 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,901 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,904 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,907 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-03-27T08:37:15,910 creating build/lib/snowflake/ml/monitoring 2026-03-27T08:37:15,911 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-03-27T08:37:15,914 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-03-27T08:37:15,916 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-03-27T08:37:15,920 creating build/lib/snowflake/ml/jobs 2026-03-27T08:37:15,921 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-03-27T08:37:15,924 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-03-27T08:37:15,927 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-03-27T08:37:15,930 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-03-27T08:37:15,932 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-03-27T08:37:15,935 creating build/lib/snowflake/ml/experiment 2026-03-27T08:37:15,936 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-03-27T08:37:15,939 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-03-27T08:37:15,941 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-03-27T08:37:15,944 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-03-27T08:37:15,947 creating build/lib/snowflake/ml/dataset 2026-03-27T08:37:15,949 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-03-27T08:37:15,951 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-03-27T08:37:15,953 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-03-27T08:37:15,956 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-03-27T08:37:15,958 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-03-27T08:37:15,962 creating build/lib/snowflake/ml/data/_internal 2026-03-27T08:37:15,963 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-03-27T08:37:15,966 creating build/lib/snowflake/ml/_internal/lineage 2026-03-27T08:37:15,968 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-03-27T08:37:15,971 creating build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,973 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,975 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,977 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,980 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,982 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,985 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,987 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,990 copying snowflake/ml/_internal/utils/tee.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,992 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,994 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,997 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:15,999 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,002 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,004 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,006 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,008 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,010 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,012 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,015 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-03-27T08:37:16,019 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:16,020 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:16,022 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:16,025 creating build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,026 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,027 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,029 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,031 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,033 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,035 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,037 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,039 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,041 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-27T08:37:16,043 creating build/lib/snowflake/ml/model/models 2026-03-27T08:37:16,044 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-03-27T08:37:16,047 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-03-27T08:37:16,050 creating build/lib/snowflake/ml/model/_model_composer 2026-03-27T08:37:16,051 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-03-27T08:37:16,054 creating build/lib/snowflake/ml/model/batch 2026-03-27T08:37:16,055 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-03-27T08:37:16,058 creating build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,059 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,061 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,064 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,067 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,069 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,071 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,073 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,075 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,077 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,079 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-27T08:37:16,082 creating build/lib/snowflake/ml/model/_packager 2026-03-27T08:37:16,083 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-03-27T08:37:16,085 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-03-27T08:37:16,088 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:16,089 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:16,091 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:16,093 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:16,095 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:16,098 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-27T08:37:16,099 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-27T08:37:16,101 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-27T08:37:16,104 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-27T08:37:16,105 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-27T08:37:16,107 creating build/lib/snowflake/ml/model/_client/model 2026-03-27T08:37:16,109 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-27T08:37:16,113 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-27T08:37:16,116 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-03-27T08:37:16,118 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-03-27T08:37:16,121 creating build/lib/snowflake/ml/model/_client/service 2026-03-27T08:37:16,122 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-27T08:37:16,124 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-27T08:37:16,126 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-03-27T08:37:16,129 creating build/lib/snowflake/ml/model/_client/ops 2026-03-27T08:37:16,130 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-27T08:37:16,133 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-27T08:37:16,135 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-27T08:37:16,137 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-27T08:37:16,140 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-27T08:37:16,143 creating build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,144 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,146 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,149 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,151 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,153 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,155 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-27T08:37:16,157 creating build/lib/snowflake/ml/model/_packager/model_task 2026-03-27T08:37:16,159 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-03-27T08:37:16,161 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-27T08:37:16,162 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-27T08:37:16,164 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-27T08:37:16,167 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:16,168 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:16,170 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:16,172 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:16,174 creating build/lib/snowflake/ml/model/_packager/model_env 2026-03-27T08:37:16,175 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-03-27T08:37:16,179 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,180 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,183 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,186 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,188 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,191 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,193 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,196 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,199 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,202 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,204 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,207 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,209 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,212 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,215 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,218 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,220 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:16,223 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:16,225 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:16,227 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:16,229 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:16,232 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:16,234 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:16,236 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:16,238 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:16,241 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:16,243 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:16,246 creating build/lib/snowflake/ml/registry/_manager 2026-03-27T08:37:16,247 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-03-27T08:37:16,250 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-03-27T08:37:16,254 creating build/lib/snowflake/ml/feature_store/examples 2026-03-27T08:37:16,255 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-03-27T08:37:16,259 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-27T08:37:16,260 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-27T08:37:16,263 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-27T08:37:16,264 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-27T08:37:16,267 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-27T08:37:16,269 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-27T08:37:16,271 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-27T08:37:16,273 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-27T08:37:16,275 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-27T08:37:16,277 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-27T08:37:16,279 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-27T08:37:16,282 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-27T08:37:16,283 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-27T08:37:16,285 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-27T08:37:16,288 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-27T08:37:16,289 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-27T08:37:16,292 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-27T08:37:16,294 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-27T08:37:16,296 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-27T08:37:16,298 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-27T08:37:16,300 creating build/lib/snowflake/ml/monitoring/_manager 2026-03-27T08:37:16,302 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-03-27T08:37:16,305 creating build/lib/snowflake/ml/monitoring/_client 2026-03-27T08:37:16,306 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-03-27T08:37:16,310 creating build/lib/snowflake/ml/monitoring/entities 2026-03-27T08:37:16,311 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-03-27T08:37:16,315 creating build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,316 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,321 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,324 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,328 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,332 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,336 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,339 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-03-27T08:37:16,342 creating build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,344 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,347 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,350 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,353 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,355 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,358 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,361 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,364 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,368 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,371 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,373 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,376 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:16,379 creating build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,380 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,383 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,386 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,388 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,391 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,393 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-27T08:37:16,396 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:16,398 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:16,402 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:16,406 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:16,409 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,410 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,414 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,417 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,421 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,425 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,429 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:16,432 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:16,433 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:16,436 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:16,440 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:16,443 creating build/lib/snowflake/ml/modeling/manifold 2026-03-27T08:37:16,444 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-27T08:37:16,448 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-27T08:37:16,451 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-27T08:37:16,455 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-27T08:37:16,458 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-27T08:37:16,461 creating build/lib/snowflake/ml/modeling/parameters 2026-03-27T08:37:16,462 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-27T08:37:16,465 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-27T08:37:16,467 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-27T08:37:16,471 creating build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,472 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,476 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,479 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,483 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,486 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,489 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,492 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-27T08:37:16,495 creating build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,496 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,501 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,505 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,509 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,513 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,517 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,520 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,525 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,530 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:16,533 creating build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,535 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,539 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,544 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,547 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,551 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,555 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,559 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,563 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,567 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,571 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,575 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,579 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,583 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,588 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,590 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,594 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,598 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-27T08:37:16,604 creating build/lib/snowflake/ml/modeling/compose 2026-03-27T08:37:16,606 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-03-27T08:37:16,611 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-03-27T08:37:16,617 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-03-27T08:37:16,621 creating build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,623 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,628 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,635 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,644 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,651 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,658 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,664 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,668 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,670 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-27T08:37:16,674 creating build/lib/snowflake/ml/modeling/pipeline 2026-03-27T08:37:16,675 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-27T08:37:16,678 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-27T08:37:16,681 creating build/lib/snowflake/ml/modeling/mixture 2026-03-27T08:37:16,682 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-27T08:37:16,686 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-27T08:37:16,690 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-27T08:37:16,692 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,694 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,697 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,701 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,705 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,708 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,710 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:16,715 creating build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,716 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,720 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,725 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,729 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,733 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,738 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,747 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,756 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,761 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,766 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,770 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,775 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,783 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,789 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,793 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,801 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,811 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,822 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,825 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,828 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,831 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,835 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,839 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,847 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,856 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,867 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,870 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,873 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,876 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,879 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,883 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,886 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,888 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,890 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,894 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,897 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-27T08:37:16,901 creating build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,902 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,905 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,908 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,911 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,914 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,917 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,920 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,924 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,927 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,929 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,932 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-27T08:37:16,936 creating build/lib/snowflake/ml/modeling/multiclass 2026-03-27T08:37:16,936 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-27T08:37:16,940 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-27T08:37:16,943 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-27T08:37:16,946 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-27T08:37:16,949 creating build/lib/snowflake/ml/modeling/framework 2026-03-27T08:37:16,950 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-03-27T08:37:16,952 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-03-27T08:37:16,955 creating build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,956 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,960 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,963 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,967 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,970 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,973 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,976 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,979 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,982 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,985 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,988 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,990 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,993 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:16,996 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-27T08:37:17,000 creating build/lib/snowflake/ml/modeling/xgboost 2026-03-27T08:37:17,001 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-27T08:37:17,004 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-27T08:37:17,007 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-27T08:37:17,010 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-27T08:37:17,013 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-27T08:37:17,016 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:17,017 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:17,020 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:17,023 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:17,025 creating build/lib/snowflake/ml/modeling/lightgbm 2026-03-27T08:37:17,026 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-27T08:37:17,030 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-27T08:37:17,031 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-27T08:37:17,035 creating build/lib/snowflake/ml/modeling/neural_network 2026-03-27T08:37:17,036 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-27T08:37:17,039 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-27T08:37:17,042 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-27T08:37:17,045 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-27T08:37:17,047 creating build/lib/snowflake/ml/modeling/calibration 2026-03-27T08:37:17,048 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-27T08:37:17,051 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-27T08:37:17,053 creating build/lib/snowflake/ml/modeling/tree 2026-03-27T08:37:17,054 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-27T08:37:17,057 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-27T08:37:17,061 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-27T08:37:17,064 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-03-27T08:37:17,066 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-27T08:37:17,069 creating build/lib/snowflake/ml/modeling/impute 2026-03-27T08:37:17,070 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-27T08:37:17,074 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-27T08:37:17,076 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-03-27T08:37:17,079 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-27T08:37:17,082 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-03-27T08:37:17,084 creating build/lib/snowflake/ml/modeling/model_selection 2026-03-27T08:37:17,085 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-27T08:37:17,088 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-27T08:37:17,091 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-27T08:37:17,093 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-27T08:37:17,094 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-27T08:37:17,097 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-27T08:37:17,100 creating build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,101 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,104 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,107 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,110 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,114 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,117 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,120 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,123 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,126 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,127 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-27T08:37:17,131 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:17,132 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:17,134 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:17,137 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:17,140 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:17,142 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:17,145 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-27T08:37:17,146 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-27T08:37:17,148 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-27T08:37:17,151 creating build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,152 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,154 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,156 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,159 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,161 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,164 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,166 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,168 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-27T08:37:17,170 creating build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,171 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,173 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,175 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,178 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,180 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,181 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,184 copying snowflake/ml/jobs/_utils/type_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,186 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,188 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-27T08:37:17,190 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,191 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,193 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,195 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,197 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,200 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,202 creating build/lib/snowflake/ml/experiment/_entities 2026-03-27T08:37:17,203 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-27T08:37:17,205 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-27T08:37:17,206 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-27T08:37:17,208 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-27T08:37:17,210 creating build/lib/snowflake/ml/experiment/_logging 2026-03-27T08:37:17,211 copying snowflake/ml/experiment/_logging/experiment_logger.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-27T08:37:17,213 copying snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-27T08:37:17,215 copying snowflake/ml/experiment/_logging/__init__.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-27T08:37:17,217 creating build/lib/snowflake/ml/experiment/callback 2026-03-27T08:37:17,218 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-03-27T08:37:17,221 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-03-27T08:37:17,223 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-03-27T08:37:17,225 creating build/lib/snowflake/ml/experiment/_client 2026-03-27T08:37:17,226 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-03-27T08:37:17,229 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-03-27T08:37:17,231 running egg_info 2026-03-27T08:37:17,241 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-27T08:37:17,260 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-27T08:37:17,271 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-27T08:37:17,272 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-27T08:37:17,471 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:17,497 adding license file 'LICENSE.txt' 2026-03-27T08:37:17,526 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-27T08:37:17,676 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:17,678 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:17,692 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:17,694 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:17,697 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:17,723 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-27T08:37:17,725 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-27T08:37:17,728 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:17,729 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:17,731 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:17,734 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:17,736 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:17,738 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:17,740 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-27T08:37:17,743 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-27T08:37:17,750 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-03-27T08:37:17,751 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-27T08:37:17,754 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-27T08:37:17,850 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,852 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:17,915 installing to build/bdist.linux-armv7l/wheel 2026-03-27T08:37:17,916 running install 2026-03-27T08:37:17,940 running install_lib 2026-03-27T08:37:17,946 creating build/bdist.linux-armv7l/wheel 2026-03-27T08:37:17,948 creating build/bdist.linux-armv7l/wheel/snowflake 2026-03-27T08:37:17,950 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-03-27T08:37:17,951 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,953 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,955 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,957 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,959 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,961 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,963 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,965 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,967 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,969 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,971 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,974 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-27T08:37:17,977 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-03-27T08:37:17,978 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-03-27T08:37:17,980 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-03-27T08:37:17,981 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-27T08:37:17,984 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-27T08:37:17,986 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-03-27T08:37:17,987 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-03-27T08:37:17,990 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-27T08:37:17,991 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-27T08:37:17,994 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-27T08:37:17,996 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-27T08:37:17,998 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-03-27T08:37:17,999 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,001 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,004 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-03-27T08:37:18,005 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-03-27T08:37:18,008 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-03-27T08:37:18,009 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,011 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,013 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,015 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,017 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,019 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,021 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,024 copying build/lib/snowflake/ml/_internal/utils/tee.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,026 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,028 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,031 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,032 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,035 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,037 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,039 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,041 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,044 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,046 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,048 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-27T08:37:18,051 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,053 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,056 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:18,057 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:18,059 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:18,061 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:18,063 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-27T08:37:18,065 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,067 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,069 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,072 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,075 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-27T08:37:18,077 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,078 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,081 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,083 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,085 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,087 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,089 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,091 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,094 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,096 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-27T08:37:18,098 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-03-27T08:37:18,099 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-27T08:37:18,102 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-27T08:37:18,104 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-03-27T08:37:18,105 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-27T08:37:18,108 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-27T08:37:18,110 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-27T08:37:18,112 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-27T08:37:18,114 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-27T08:37:18,117 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-27T08:37:18,120 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-03-27T08:37:18,121 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,123 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-03-27T08:37:18,124 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-27T08:37:18,127 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-27T08:37:18,130 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,132 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,134 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,137 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-03-27T08:37:18,139 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,140 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,142 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,144 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,146 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,148 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,151 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,153 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-27T08:37:18,155 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-03-27T08:37:18,157 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-03-27T08:37:18,159 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-03-27T08:37:18,161 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-03-27T08:37:18,164 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-03-27T08:37:18,165 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-03-27T08:37:18,167 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-03-27T08:37:18,168 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-03-27T08:37:18,171 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-03-27T08:37:18,172 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-03-27T08:37:18,174 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-27T08:37:18,177 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-27T08:37:18,180 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-27T08:37:18,183 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-27T08:37:18,185 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-03-27T08:37:18,186 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-27T08:37:18,188 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-27T08:37:18,190 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-27T08:37:18,194 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-03-27T08:37:18,195 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-27T08:37:18,198 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-27T08:37:18,201 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-27T08:37:18,203 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-27T08:37:18,206 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-27T08:37:18,210 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-03-27T08:37:18,211 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-27T08:37:18,213 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-27T08:37:18,216 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-27T08:37:18,219 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-27T08:37:18,220 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-27T08:37:18,223 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-27T08:37:18,225 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,227 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-03-27T08:37:18,228 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,231 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,234 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,237 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,239 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,241 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,244 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,246 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,248 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,250 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-27T08:37:18,253 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-03-27T08:37:18,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-03-27T08:37:18,256 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-03-27T08:37:18,259 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-27T08:37:18,262 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-03-27T08:37:18,263 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-27T08:37:18,265 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-27T08:37:18,268 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:18,269 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:18,271 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:18,273 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-27T08:37:18,276 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-03-27T08:37:18,277 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-03-27T08:37:18,280 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-27T08:37:18,283 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,284 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,287 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,290 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,292 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,295 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,298 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,302 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,305 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,307 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,310 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,312 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,315 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,318 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,321 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,324 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,326 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-27T08:37:18,330 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:18,331 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:18,333 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:18,335 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:18,337 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:18,339 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-27T08:37:18,342 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:18,343 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:18,346 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:18,348 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-27T08:37:18,350 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,352 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,354 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,357 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,359 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,362 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,365 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-27T08:37:18,368 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-03-27T08:37:18,369 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-27T08:37:18,372 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-27T08:37:18,375 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-27T08:37:18,378 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-27T08:37:18,380 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-27T08:37:18,383 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-03-27T08:37:18,385 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-03-27T08:37:18,386 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-27T08:37:18,389 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-27T08:37:18,392 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-27T08:37:18,395 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-27T08:37:18,398 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-03-27T08:37:18,399 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,402 copying build/lib/snowflake/ml/feature_store/stream_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,405 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-03-27T08:37:18,407 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-27T08:37:18,409 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-27T08:37:18,410 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-27T08:37:18,412 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-27T08:37:18,414 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-03-27T08:37:18,416 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-03-27T08:37:18,418 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-27T08:37:18,420 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-27T08:37:18,421 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-27T08:37:18,423 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-27T08:37:18,425 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-27T08:37:18,427 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-27T08:37:18,430 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:18,431 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:18,433 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:18,435 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:18,437 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:18,439 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-27T08:37:18,441 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-03-27T08:37:18,444 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-27T08:37:18,446 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-27T08:37:18,447 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-27T08:37:18,450 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-27T08:37:18,452 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-27T08:37:18,453 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-27T08:37:18,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-03-27T08:37:18,458 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-03-27T08:37:18,459 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-03-27T08:37:18,461 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-03-27T08:37:18,463 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-27T08:37:18,465 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-27T08:37:18,467 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,471 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,474 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,476 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,479 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,486 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,490 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,492 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-27T08:37:18,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-03-27T08:37:18,497 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-03-27T08:37:18,499 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-03-27T08:37:18,501 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-27T08:37:18,505 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-03-27T08:37:18,506 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-03-27T08:37:18,508 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-27T08:37:18,510 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-27T08:37:18,512 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-03-27T08:37:18,515 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-03-27T08:37:18,516 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-03-27T08:37:18,519 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-27T08:37:18,521 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-27T08:37:18,524 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-03-27T08:37:18,526 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-03-27T08:37:18,527 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,531 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,534 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,537 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,541 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,545 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,549 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-27T08:37:18,551 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,553 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,556 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,559 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,561 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,564 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,566 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,570 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,573 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,577 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,579 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,584 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,587 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-27T08:37:18,590 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-03-27T08:37:18,591 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-27T08:37:18,594 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:18,596 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:18,599 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:18,602 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:18,605 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:18,608 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-27T08:37:18,611 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-03-27T08:37:18,612 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-27T08:37:18,615 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-27T08:37:18,617 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-27T08:37:18,620 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-27T08:37:18,622 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-27T08:37:18,624 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-27T08:37:18,626 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-27T08:37:18,840 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:18,841 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:18,845 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:18,848 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-27T08:37:18,851 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,852 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,855 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,859 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,865 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,868 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,874 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-27T08:37:18,877 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:18,879 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:18,885 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:18,892 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-27T08:37:18,899 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-03-27T08:37:18,901 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-27T08:37:18,910 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-27T08:37:18,918 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-27T08:37:18,926 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-27T08:37:18,933 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-27T08:37:18,940 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-03-27T08:37:18,941 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-27T08:37:18,945 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-27T08:37:18,947 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-27T08:37:18,951 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-03-27T08:37:18,953 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,957 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,961 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,968 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,971 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,975 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,979 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-27T08:37:18,983 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-03-27T08:37:18,985 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:18,989 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:18,997 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,001 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,005 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,009 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,013 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,017 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,021 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-27T08:37:19,024 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,026 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,030 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,034 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,038 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,043 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,047 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,051 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,054 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,058 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,062 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,066 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,070 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,074 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,079 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,081 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,086 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,089 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-27T08:37:19,094 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-03-27T08:37:19,096 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-27T08:37:19,100 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-27T08:37:19,104 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-27T08:37:19,107 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-03-27T08:37:19,108 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,112 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,116 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,120 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,124 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,128 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,132 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,136 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,139 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-27T08:37:19,143 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-03-27T08:37:19,144 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-27T08:37:19,148 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-27T08:37:19,151 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-03-27T08:37:19,152 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-27T08:37:19,157 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-27T08:37:19,161 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-27T08:37:19,164 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,165 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,169 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,173 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,177 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,180 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,182 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-27T08:37:19,187 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,188 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,191 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,194 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,198 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,200 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,203 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,207 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,210 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,214 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,217 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,220 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,223 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,227 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,230 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,234 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,237 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,241 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,244 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,247 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,251 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,254 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,257 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,261 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,264 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,268 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,271 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,274 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,277 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,281 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,285 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,290 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,293 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,295 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,298 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,302 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,305 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-27T08:37:19,309 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,311 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,314 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,317 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,321 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,325 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,329 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,332 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,336 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,339 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,341 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,345 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-27T08:37:19,349 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-03-27T08:37:19,350 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-27T08:37:19,354 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-27T08:37:19,357 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-27T08:37:19,361 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-27T08:37:19,363 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-03-27T08:37:19,365 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-27T08:37:19,369 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-27T08:37:19,372 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-03-27T08:37:19,374 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,377 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,381 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,385 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,389 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,394 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,398 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,402 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,406 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,410 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,414 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,416 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,420 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,423 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-27T08:37:19,427 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-03-27T08:37:19,429 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-27T08:37:19,433 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-27T08:37:19,436 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-27T08:37:19,439 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-27T08:37:19,443 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-27T08:37:19,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:19,446 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:19,450 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:19,454 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-27T08:37:19,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-03-27T08:37:19,457 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-27T08:37:19,460 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-27T08:37:19,462 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-27T08:37:19,466 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-03-27T08:37:19,467 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-27T08:37:19,470 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-27T08:37:19,473 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-27T08:37:19,477 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-27T08:37:19,480 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-03-27T08:37:19,481 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-27T08:37:19,484 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-27T08:37:19,487 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-03-27T08:37:19,488 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-27T08:37:19,492 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-27T08:37:19,495 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-27T08:37:19,498 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-27T08:37:19,500 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-27T08:37:19,504 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-03-27T08:37:19,505 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-27T08:37:19,509 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-27T08:37:19,511 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-27T08:37:19,514 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-27T08:37:19,518 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-27T08:37:19,520 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-03-27T08:37:19,521 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-27T08:37:19,524 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-27T08:37:19,527 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-27T08:37:19,529 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-03-27T08:37:19,530 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-27T08:37:19,533 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-27T08:37:19,536 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,537 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,540 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,543 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,546 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,550 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,553 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,556 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,560 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,563 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,565 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-27T08:37:19,568 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-03-27T08:37:19,569 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-27T08:37:19,572 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-03-27T08:37:19,573 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,575 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,577 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,580 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,582 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,584 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,586 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,589 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-27T08:37:19,590 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-27T08:37:19,593 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-27T08:37:19,595 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-27T08:37:19,598 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-03-27T08:37:19,599 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,601 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,603 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,605 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,607 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,609 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,612 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,613 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,616 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,618 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,620 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,622 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,624 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,627 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-27T08:37:19,628 copying build/lib/snowflake/ml/jobs/_utils/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,630 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,632 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-27T08:37:19,634 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-27T08:37:19,636 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-03-27T08:37:19,637 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-03-27T08:37:19,639 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-27T08:37:19,640 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-27T08:37:19,642 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-27T08:37:19,644 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-27T08:37:19,646 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-27T08:37:19,648 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_logging 2026-03-27T08:37:19,649 copying build/lib/snowflake/ml/experiment/_logging/experiment_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-27T08:37:19,651 copying build/lib/snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-27T08:37:19,653 copying build/lib/snowflake/ml/experiment/_logging/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-27T08:37:19,655 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-03-27T08:37:19,656 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-27T08:37:19,658 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-27T08:37:19,661 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-27T08:37:19,663 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-27T08:37:19,666 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-03-27T08:37:19,667 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-27T08:37:19,669 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-27T08:37:19,671 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-27T08:37:19,673 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-27T08:37:19,675 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-03-27T08:37:19,676 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-27T08:37:19,679 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-27T08:37:19,681 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-27T08:37:19,683 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-27T08:37:19,685 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-27T08:37:19,687 running install_egg_info 2026-03-27T08:37:19,692 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.32.0-py3.11.egg-info 2026-03-27T08:37:19,705 running install_scripts 2026-03-27T08:37:19,718 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.32.0.dist-info/WHEEL 2026-03-27T08:37:19,721 creating '/tmp/pip-wheel-wjbx35ey/.tmp-e6a0_y86/snowflake_ml_python-1.32.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-03-27T08:37:19,723 adding 'snowflake/cortex/__init__.py' 2026-03-27T08:37:19,725 adding 'snowflake/cortex/_classify_text.py' 2026-03-27T08:37:19,727 adding 'snowflake/cortex/_complete.py' 2026-03-27T08:37:19,729 adding 'snowflake/cortex/_embed_text_1024.py' 2026-03-27T08:37:19,730 adding 'snowflake/cortex/_embed_text_768.py' 2026-03-27T08:37:19,732 adding 'snowflake/cortex/_extract_answer.py' 2026-03-27T08:37:19,733 adding 'snowflake/cortex/_finetune.py' 2026-03-27T08:37:19,735 adding 'snowflake/cortex/_sentiment.py' 2026-03-27T08:37:19,736 adding 'snowflake/cortex/_sse_client.py' 2026-03-27T08:37:19,738 adding 'snowflake/cortex/_summarize.py' 2026-03-27T08:37:19,739 adding 'snowflake/cortex/_translate.py' 2026-03-27T08:37:19,740 adding 'snowflake/cortex/_util.py' 2026-03-27T08:37:19,742 adding 'snowflake/ml/version.py' 2026-03-27T08:37:19,744 adding 'snowflake/ml/_internal/env.py' 2026-03-27T08:37:19,748 adding 'snowflake/ml/_internal/env_utils.py' 2026-03-27T08:37:19,750 adding 'snowflake/ml/_internal/file_utils.py' 2026-03-27T08:37:19,752 adding 'snowflake/ml/_internal/init_utils.py' 2026-03-27T08:37:19,753 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-03-27T08:37:19,755 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-03-27T08:37:19,756 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-03-27T08:37:19,760 adding 'snowflake/ml/_internal/telemetry.py' 2026-03-27T08:37:19,761 adding 'snowflake/ml/_internal/type_utils.py' 2026-03-27T08:37:19,763 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-03-27T08:37:19,764 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-03-27T08:37:19,766 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-03-27T08:37:19,767 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-03-27T08:37:19,768 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-03-27T08:37:19,769 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-03-27T08:37:19,771 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-03-27T08:37:19,772 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-03-27T08:37:19,773 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-03-27T08:37:19,775 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-03-27T08:37:19,776 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-03-27T08:37:19,777 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-03-27T08:37:19,779 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-03-27T08:37:19,781 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-03-27T08:37:19,783 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-03-27T08:37:19,785 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-03-27T08:37:19,786 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-03-27T08:37:19,788 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-03-27T08:37:19,789 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-03-27T08:37:19,791 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-03-27T08:37:19,793 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-03-27T08:37:19,794 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-03-27T08:37:19,796 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-03-27T08:37:19,797 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-03-27T08:37:19,799 adding 'snowflake/ml/_internal/utils/result.py' 2026-03-27T08:37:19,800 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-03-27T08:37:19,802 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-03-27T08:37:19,803 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-03-27T08:37:19,805 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-03-27T08:37:19,806 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-03-27T08:37:19,808 adding 'snowflake/ml/_internal/utils/tee.py' 2026-03-27T08:37:19,809 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-03-27T08:37:19,811 adding 'snowflake/ml/_internal/utils/url.py' 2026-03-27T08:37:19,812 adding 'snowflake/ml/data/__init__.py' 2026-03-27T08:37:19,814 adding 'snowflake/ml/data/data_connector.py' 2026-03-27T08:37:19,816 adding 'snowflake/ml/data/data_ingestor.py' 2026-03-27T08:37:19,817 adding 'snowflake/ml/data/data_source.py' 2026-03-27T08:37:19,818 adding 'snowflake/ml/data/ingestor_utils.py' 2026-03-27T08:37:19,820 adding 'snowflake/ml/data/torch_utils.py' 2026-03-27T08:37:19,823 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-03-27T08:37:19,824 adding 'snowflake/ml/dataset/__init__.py' 2026-03-27T08:37:19,827 adding 'snowflake/ml/dataset/dataset.py' 2026-03-27T08:37:19,828 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-03-27T08:37:19,830 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-03-27T08:37:19,831 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-03-27T08:37:19,833 adding 'snowflake/ml/experiment/__init__.py' 2026-03-27T08:37:19,834 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-03-27T08:37:19,838 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-03-27T08:37:19,839 adding 'snowflake/ml/experiment/utils.py' 2026-03-27T08:37:19,841 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-03-27T08:37:19,842 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-03-27T08:37:19,844 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-03-27T08:37:19,845 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-03-27T08:37:19,846 adding 'snowflake/ml/experiment/_entities/run.py' 2026-03-27T08:37:19,848 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-03-27T08:37:19,849 adding 'snowflake/ml/experiment/_logging/__init__.py' 2026-03-27T08:37:19,851 adding 'snowflake/ml/experiment/_logging/experiment_logger.py' 2026-03-27T08:37:19,852 adding 'snowflake/ml/experiment/_logging/experiment_logging_context.py' 2026-03-27T08:37:19,854 adding 'snowflake/ml/experiment/callback/keras.py' 2026-03-27T08:37:19,855 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-03-27T08:37:19,857 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-03-27T08:37:19,859 adding 'snowflake/ml/feature_store/__init__.py' 2026-03-27T08:37:19,861 adding 'snowflake/ml/feature_store/access_manager.py' 2026-03-27T08:37:19,863 adding 'snowflake/ml/feature_store/aggregation.py' 2026-03-27T08:37:19,864 adding 'snowflake/ml/feature_store/entity.py' 2026-03-27T08:37:19,866 adding 'snowflake/ml/feature_store/feature.py' 2026-03-27T08:37:19,887 adding 'snowflake/ml/feature_store/feature_store.py' 2026-03-27T08:37:19,900 adding 'snowflake/ml/feature_store/feature_view.py' 2026-03-27T08:37:19,904 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-03-27T08:37:19,906 adding 'snowflake/ml/feature_store/stream_source.py' 2026-03-27T08:37:19,915 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-03-27T08:37:19,919 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-03-27T08:37:19,922 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-03-27T08:37:19,923 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-03-27T08:37:19,926 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-03-27T08:37:19,927 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-03-27T08:37:19,929 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-03-27T08:37:19,931 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-03-27T08:37:19,933 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-03-27T08:37:19,934 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-03-27T08:37:19,936 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-03-27T08:37:19,938 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-03-27T08:37:19,940 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-03-27T08:37:19,942 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-03-27T08:37:19,944 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-03-27T08:37:19,946 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-03-27T08:37:19,947 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-03-27T08:37:19,949 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-03-27T08:37:19,951 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-03-27T08:37:19,954 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-03-27T08:37:19,955 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-03-27T08:37:19,958 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-03-27T08:37:19,959 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-03-27T08:37:19,962 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-03-27T08:37:19,966 adding 'snowflake/ml/fileset/fileset.py' 2026-03-27T08:37:19,969 adding 'snowflake/ml/fileset/sfcfs.py' 2026-03-27T08:37:19,971 adding 'snowflake/ml/fileset/snowfs.py' 2026-03-27T08:37:19,975 adding 'snowflake/ml/fileset/stage_fs.py' 2026-03-27T08:37:19,978 adding 'snowflake/ml/jobs/__init__.py' 2026-03-27T08:37:19,980 adding 'snowflake/ml/jobs/decorators.py' 2026-03-27T08:37:19,984 adding 'snowflake/ml/jobs/job.py' 2026-03-27T08:37:19,988 adding 'snowflake/ml/jobs/job_definition.py' 2026-03-27T08:37:19,991 adding 'snowflake/ml/jobs/manager.py' 2026-03-27T08:37:19,993 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-03-27T08:37:19,994 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-03-27T08:37:19,996 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-03-27T08:37:19,998 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-03-27T08:37:20,000 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-03-27T08:37:20,003 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-03-27T08:37:20,004 adding 'snowflake/ml/jobs/_interop/results.py' 2026-03-27T08:37:20,006 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-03-27T08:37:20,008 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-03-27T08:37:20,009 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-03-27T08:37:20,010 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-03-27T08:37:20,012 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-03-27T08:37:20,016 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-03-27T08:37:20,017 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-03-27T08:37:20,019 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-03-27T08:37:20,020 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-03-27T08:37:20,022 adding 'snowflake/ml/jobs/_utils/type_utils.py' 2026-03-27T08:37:20,023 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-03-27T08:37:20,025 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-03-27T08:37:20,028 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-03-27T08:37:20,030 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-03-27T08:37:20,031 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-03-27T08:37:20,032 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-03-27T08:37:20,034 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-03-27T08:37:20,035 adding 'snowflake/ml/lineage/__init__.py' 2026-03-27T08:37:20,037 adding 'snowflake/ml/lineage/lineage_node.py' 2026-03-27T08:37:20,039 adding 'snowflake/ml/model/__init__.py' 2026-03-27T08:37:20,040 adding 'snowflake/ml/model/code_path.py' 2026-03-27T08:37:20,041 adding 'snowflake/ml/model/compute_pool.py' 2026-03-27T08:37:20,044 adding 'snowflake/ml/model/custom_model.py' 2026-03-27T08:37:20,045 adding 'snowflake/ml/model/event_handler.py' 2026-03-27T08:37:20,046 adding 'snowflake/ml/model/inference_engine.py' 2026-03-27T08:37:20,050 adding 'snowflake/ml/model/model_signature.py' 2026-03-27T08:37:20,051 adding 'snowflake/ml/model/openai_signatures.py' 2026-03-27T08:37:20,053 adding 'snowflake/ml/model/target_platform.py' 2026-03-27T08:37:20,054 adding 'snowflake/ml/model/task.py' 2026-03-27T08:37:20,055 adding 'snowflake/ml/model/type_hints.py' 2026-03-27T08:37:20,057 adding 'snowflake/ml/model/volatility.py' 2026-03-27T08:37:20,059 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-03-27T08:37:20,060 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-03-27T08:37:20,062 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-03-27T08:37:20,069 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-03-27T08:37:20,071 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-03-27T08:37:20,073 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-03-27T08:37:20,077 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-03-27T08:37:20,080 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-03-27T08:37:20,084 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-03-27T08:37:20,086 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-03-27T08:37:20,089 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-03-27T08:37:20,090 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-03-27T08:37:20,092 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-03-27T08:37:20,093 adding 'snowflake/ml/model/_client/sql/model.py' 2026-03-27T08:37:20,096 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-03-27T08:37:20,098 adding 'snowflake/ml/model/_client/sql/service.py' 2026-03-27T08:37:20,099 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-03-27T08:37:20,100 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-03-27T08:37:20,103 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-03-27T08:37:20,105 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-03-27T08:37:20,106 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-03-27T08:37:20,108 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-03-27T08:37:20,109 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-03-27T08:37:20,111 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-03-27T08:37:20,112 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-03-27T08:37:20,113 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-03-27T08:37:20,115 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-03-27T08:37:20,117 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-03-27T08:37:20,119 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-03-27T08:37:20,121 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-03-27T08:37:20,122 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-03-27T08:37:20,125 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-03-27T08:37:20,127 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-03-27T08:37:20,130 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-03-27T08:37:20,131 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-03-27T08:37:20,133 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-03-27T08:37:20,138 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-03-27T08:37:20,140 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-03-27T08:37:20,142 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-03-27T08:37:20,145 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-03-27T08:37:20,148 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-03-27T08:37:20,149 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-03-27T08:37:20,152 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-03-27T08:37:20,154 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-03-27T08:37:20,157 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-03-27T08:37:20,159 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-03-27T08:37:20,161 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-03-27T08:37:20,163 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-03-27T08:37:20,165 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-03-27T08:37:20,166 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-03-27T08:37:20,167 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-03-27T08:37:20,169 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-03-27T08:37:20,170 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-03-27T08:37:20,172 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-03-27T08:37:20,174 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-03-27T08:37:20,176 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-03-27T08:37:20,178 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-03-27T08:37:20,179 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-03-27T08:37:20,180 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-03-27T08:37:20,182 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-03-27T08:37:20,183 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-03-27T08:37:20,186 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-03-27T08:37:20,187 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-03-27T08:37:20,189 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-03-27T08:37:20,194 adding 'snowflake/ml/model/_signatures/core.py' 2026-03-27T08:37:20,195 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-03-27T08:37:20,197 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-03-27T08:37:20,199 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-03-27T08:37:20,200 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-03-27T08:37:20,202 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-03-27T08:37:20,203 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-03-27T08:37:20,206 adding 'snowflake/ml/model/_signatures/utils.py' 2026-03-27T08:37:20,208 adding 'snowflake/ml/model/batch/__init__.py' 2026-03-27T08:37:20,211 adding 'snowflake/ml/model/models/huggingface.py' 2026-03-27T08:37:20,213 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-03-27T08:37:20,216 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-03-27T08:37:20,218 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-03-27T08:37:20,219 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-03-27T08:37:20,220 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-03-27T08:37:20,222 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-03-27T08:37:20,223 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-03-27T08:37:20,225 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-03-27T08:37:20,227 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-03-27T08:37:20,232 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-03-27T08:37:20,234 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-03-27T08:37:20,236 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-03-27T08:37:20,239 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-03-27T08:37:20,242 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-03-27T08:37:20,243 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-03-27T08:37:20,248 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-03-27T08:37:20,250 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-03-27T08:37:20,254 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-03-27T08:37:20,259 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-03-27T08:37:20,264 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-03-27T08:37:20,269 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-03-27T08:37:20,273 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-03-27T08:37:20,278 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-03-27T08:37:20,283 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-03-27T08:37:20,288 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-03-27T08:37:20,293 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-03-27T08:37:20,298 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-03-27T08:37:20,303 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-03-27T08:37:20,308 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-03-27T08:37:20,313 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-03-27T08:37:20,315 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-03-27T08:37:20,320 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-03-27T08:37:20,325 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-03-27T08:37:20,327 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-03-27T08:37:20,331 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-03-27T08:37:20,336 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-03-27T08:37:20,340 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-03-27T08:37:20,345 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-03-27T08:37:20,350 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-03-27T08:37:20,354 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-03-27T08:37:20,359 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-03-27T08:37:20,363 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-03-27T08:37:20,365 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-03-27T08:37:20,370 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-03-27T08:37:20,375 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-03-27T08:37:20,379 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-03-27T08:37:20,384 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-03-27T08:37:20,389 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-03-27T08:37:20,394 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-03-27T08:37:20,398 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-03-27T08:37:20,403 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-03-27T08:37:20,408 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-03-27T08:37:20,413 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-03-27T08:37:20,415 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-03-27T08:37:20,419 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-03-27T08:37:20,424 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-03-27T08:37:20,426 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-03-27T08:37:20,430 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-03-27T08:37:20,435 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-03-27T08:37:20,440 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-03-27T08:37:20,444 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-03-27T08:37:20,450 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-03-27T08:37:20,455 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-03-27T08:37:20,461 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-03-27T08:37:20,466 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-03-27T08:37:20,472 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-03-27T08:37:20,477 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-03-27T08:37:20,482 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-03-27T08:37:20,488 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-03-27T08:37:20,493 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-03-27T08:37:20,498 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-03-27T08:37:20,503 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-03-27T08:37:20,507 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-03-27T08:37:20,509 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-03-27T08:37:20,513 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-03-27T08:37:20,518 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-03-27T08:37:20,522 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-03-27T08:37:20,527 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-03-27T08:37:20,531 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-03-27T08:37:20,536 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-03-27T08:37:20,541 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-03-27T08:37:20,545 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-03-27T08:37:20,548 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-03-27T08:37:20,551 adding 'snowflake/ml/modeling/framework/base.py' 2026-03-27T08:37:20,554 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-03-27T08:37:20,558 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-03-27T08:37:20,563 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-03-27T08:37:20,566 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-03-27T08:37:20,571 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-03-27T08:37:20,575 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-03-27T08:37:20,580 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-03-27T08:37:20,583 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-03-27T08:37:20,585 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-03-27T08:37:20,589 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-03-27T08:37:20,594 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-03-27T08:37:20,598 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-03-27T08:37:20,603 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-03-27T08:37:20,608 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-03-27T08:37:20,610 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-03-27T08:37:20,615 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-03-27T08:37:20,617 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-03-27T08:37:20,621 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-03-27T08:37:20,626 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-03-27T08:37:20,628 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-03-27T08:37:20,632 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-03-27T08:37:20,637 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-03-27T08:37:20,642 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-03-27T08:37:20,648 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-03-27T08:37:20,653 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-03-27T08:37:20,657 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-03-27T08:37:20,662 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-03-27T08:37:20,667 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-03-27T08:37:20,671 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-03-27T08:37:20,676 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-03-27T08:37:20,681 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-03-27T08:37:20,686 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-03-27T08:37:20,692 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-03-27T08:37:20,697 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-03-27T08:37:20,702 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-03-27T08:37:20,707 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-03-27T08:37:20,712 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-03-27T08:37:20,717 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-03-27T08:37:20,722 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-03-27T08:37:20,727 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-03-27T08:37:20,731 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-03-27T08:37:20,736 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-03-27T08:37:20,741 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-03-27T08:37:20,746 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-03-27T08:37:20,751 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-03-27T08:37:20,756 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-03-27T08:37:20,761 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-03-27T08:37:20,766 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-03-27T08:37:20,771 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-03-27T08:37:20,776 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-03-27T08:37:20,782 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-03-27T08:37:20,787 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-03-27T08:37:20,792 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-03-27T08:37:20,797 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-03-27T08:37:20,802 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-03-27T08:37:20,804 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-03-27T08:37:20,808 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-03-27T08:37:20,813 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-03-27T08:37:20,818 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-03-27T08:37:20,823 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-03-27T08:37:20,825 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-03-27T08:37:20,832 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-03-27T08:37:20,834 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-03-27T08:37:20,835 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-03-27T08:37:20,838 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-03-27T08:37:20,840 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-03-27T08:37:20,843 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-03-27T08:37:20,845 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-03-27T08:37:20,850 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-03-27T08:37:20,855 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-03-27T08:37:20,857 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-03-27T08:37:20,861 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-03-27T08:37:20,865 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-03-27T08:37:20,866 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-03-27T08:37:20,871 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-03-27T08:37:20,876 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-03-27T08:37:20,881 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-03-27T08:37:20,883 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-03-27T08:37:20,887 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-03-27T08:37:20,892 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-03-27T08:37:20,897 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-03-27T08:37:20,901 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-03-27T08:37:20,906 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-03-27T08:37:20,908 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-03-27T08:37:20,913 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-03-27T08:37:20,917 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-03-27T08:37:20,922 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-03-27T08:37:20,927 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-03-27T08:37:20,932 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-03-27T08:37:20,936 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-03-27T08:37:20,941 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-03-27T08:37:20,946 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-03-27T08:37:20,951 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-03-27T08:37:20,953 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-03-27T08:37:20,957 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-03-27T08:37:20,963 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-03-27T08:37:20,968 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-03-27T08:37:20,970 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-03-27T08:37:20,971 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-03-27T08:37:20,972 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-03-27T08:37:20,974 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-03-27T08:37:20,978 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-03-27T08:37:20,980 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-03-27T08:37:20,982 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-03-27T08:37:20,984 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-03-27T08:37:20,986 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-03-27T08:37:20,988 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-03-27T08:37:20,990 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-03-27T08:37:20,991 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-03-27T08:37:20,999 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-03-27T08:37:21,003 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-03-27T08:37:21,008 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-03-27T08:37:21,010 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-03-27T08:37:21,012 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-03-27T08:37:21,014 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-03-27T08:37:21,018 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-03-27T08:37:21,022 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-03-27T08:37:21,024 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-03-27T08:37:21,029 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-03-27T08:37:21,034 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-03-27T08:37:21,039 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-03-27T08:37:21,044 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-03-27T08:37:21,049 adding 'snowflake/ml/modeling/svm/svc.py' 2026-03-27T08:37:21,054 adding 'snowflake/ml/modeling/svm/svr.py' 2026-03-27T08:37:21,056 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-03-27T08:37:21,061 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-03-27T08:37:21,066 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-03-27T08:37:21,071 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-03-27T08:37:21,076 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-03-27T08:37:21,079 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-03-27T08:37:21,084 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-03-27T08:37:21,090 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-03-27T08:37:21,096 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-03-27T08:37:21,102 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-03-27T08:37:21,105 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-03-27T08:37:21,107 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-03-27T08:37:21,109 adding 'snowflake/ml/monitoring/shap.py' 2026-03-27T08:37:21,111 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-03-27T08:37:21,113 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-03-27T08:37:21,114 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-03-27T08:37:21,117 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-03-27T08:37:21,119 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-03-27T08:37:21,120 adding 'snowflake/ml/registry/__init__.py' 2026-03-27T08:37:21,124 adding 'snowflake/ml/registry/registry.py' 2026-03-27T08:37:21,127 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-03-27T08:37:21,129 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-03-27T08:37:21,132 adding 'snowflake/ml/utils/authentication.py' 2026-03-27T08:37:21,133 adding 'snowflake/ml/utils/connection_params.py' 2026-03-27T08:37:21,135 adding 'snowflake/ml/utils/html_utils.py' 2026-03-27T08:37:21,136 adding 'snowflake/ml/utils/sparse.py' 2026-03-27T08:37:21,137 adding 'snowflake/ml/utils/sql_client.py' 2026-03-27T08:37:21,139 adding 'snowflake/ml/utils/stage_file.py' 2026-03-27T08:37:21,142 adding 'snowflake_ml_python-1.32.0.dist-info/licenses/LICENSE.txt' 2026-03-27T08:37:21,158 adding 'snowflake_ml_python-1.32.0.dist-info/METADATA' 2026-03-27T08:37:21,160 adding 'snowflake_ml_python-1.32.0.dist-info/WHEEL' 2026-03-27T08:37:21,161 adding 'snowflake_ml_python-1.32.0.dist-info/top_level.txt' 2026-03-27T08:37:21,169 adding 'snowflake_ml_python-1.32.0.dist-info/RECORD' 2026-03-27T08:37:21,197 removing build/bdist.linux-armv7l/wheel 2026-03-27T08:37:21,450 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-03-27T08:37:21,823 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.32.0-py3-none-any.whl size=2305592 sha256=081108bd071ab2def82bac62f4bea33cb3a846a4740ea4085b25ac9db733feba 2026-03-27T08:37:21,824 Stored in directory: /tmp/pip-ephem-wheel-cache-xtdrfax3/wheels/05/74/02/83f4f8f988c32d3aec03d3493f32cf4877c21170a631a72f83 2026-03-27T08:37:21,876 Successfully built snowflake-ml-python 2026-03-27T08:37:21,935 Removed build tracker: '/tmp/pip-build-tracker-fih7s8rj'