2025-11-13T22:43:24,692 Created temporary directory: /tmp/pip-ephem-wheel-cache-zrwj73x0 2025-11-13T22:43:24,694 Created temporary directory: /tmp/pip-build-tracker-j3dquglu 2025-11-13T22:43:24,694 Initialized build tracking at /tmp/pip-build-tracker-j3dquglu 2025-11-13T22:43:24,695 Created build tracker: /tmp/pip-build-tracker-j3dquglu 2025-11-13T22:43:24,695 Entered build tracker: /tmp/pip-build-tracker-j3dquglu 2025-11-13T22:43:24,696 Created temporary directory: /tmp/pip-wheel-xt_11krg 2025-11-13T22:43:24,699 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 2025-11-13T22:43:24,702 Created temporary directory: /tmp/pip-ephem-wheel-cache-nko5m8ki 2025-11-13T22:43:24,723 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-11-13T22:43:24,727 2 location(s) to search for versions of snowflake-ml-python: 2025-11-13T22:43:24,727 * https://pypi.org/simple/snowflake-ml-python/ 2025-11-13T22:43:24,727 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-11-13T22:43:24,728 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-11-13T22:43:24,729 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-11-13T22:43:24,730 Found index url https://pypi.org/simple 2025-11-13T22:43:24,868 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-11-13T22:43:24,885 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,125 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) 2025-11-13T22:43:25,126 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) 2025-11-13T22:43:25,126 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) 2025-11-13T22:43:25,127 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) 2025-11-13T22:43:25,128 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.1-py3-none-any.whl#sha256=21886a3fb1dda91bf6fbdd1f6a30deb5ca607447d8e16ef5be6855d7bd4c0c27 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,128 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,129 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,129 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,130 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,130 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-11-13T22:43:25,131 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) 2025-11-13T22:43:25,131 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) 2025-11-13T22:43:25,132 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) 2025-11-13T22:43:25,132 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) 2025-11-13T22:43:25,133 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) 2025-11-13T22:43:25,133 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) 2025-11-13T22:43:25,134 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) 2025-11-13T22:43:25,135 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) 2025-11-13T22:43:25,135 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) 2025-11-13T22:43:25,136 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) 2025-11-13T22:43:25,136 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) 2025-11-13T22:43:25,137 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) 2025-11-13T22:43:25,137 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) 2025-11-13T22:43:25,138 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) 2025-11-13T22:43:25,139 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-11-13T22:43:25,139 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-11-13T22:43:25,161 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-11-13T22:43:25,179 Collecting snowflake-ml-python==1.19.0 2025-11-13T22:43:25,182 Created temporary directory: /tmp/pip-unpack-yc8htr2n 2025-11-13T22:43:25,312 Downloading snowflake_ml_python-1.19.0.tar.gz (1.9 MB) 2025-11-13T22:43:27,443 Added snowflake-ml-python==1.19.0 from https://files.pythonhosted.org/packages/df/3e/2c8304fbd70a1beb53757e72114c3a7df1aa5de0e4947ab6a64d651e09c6/snowflake_ml_python-1.19.0.tar.gz to build tracker '/tmp/pip-build-tracker-j3dquglu' 2025-11-13T22:43:27,449 Created temporary directory: /tmp/pip-build-env-uzqb48er 2025-11-13T22:43:27,454 Installing build dependencies: started 2025-11-13T22:43:27,455 Running command pip subprocess to install build dependencies 2025-11-13T22:43:28,631 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-11-13T22:43:29,258 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 2025-11-13T22:43:29,281 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-11-13T22:43:31,026 Collecting setuptools>=61.0 2025-11-13T22:43:31,124 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-11-13T22:43:34,032 Installing collected packages: setuptools 2025-11-13T22:43:37,703 Successfully installed setuptools-80.9.0 2025-11-13T22:43:37,971 Installing build dependencies: finished with status 'done' 2025-11-13T22:43:37,978 Getting requirements to build wheel: started 2025-11-13T22:43:37,979 Running command Getting requirements to build wheel 2025-11-13T22:43:38,682 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-11-13T22:43:38,682 !! 2025-11-13T22:43:38,683 ******************************************************************************** 2025-11-13T22:43:38,684 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). 2025-11-13T22:43:38,685 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-11-13T22:43:38,685 or your builds will no longer be supported. 2025-11-13T22:43:38,687 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:38,687 ******************************************************************************** 2025-11-13T22:43:38,688 !! 2025-11-13T22:43:38,689 corresp(dist, value, root_dir) 2025-11-13T22:43:38,783 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-13T22:43:38,784 !! 2025-11-13T22:43:38,785 ******************************************************************************** 2025-11-13T22:43:38,786 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-13T22:43:38,787 License :: OSI Approved :: Apache Software License 2025-11-13T22:43:38,789 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:38,789 ******************************************************************************** 2025-11-13T22:43:38,790 !! 2025-11-13T22:43:38,791 dist._finalize_license_expression() 2025-11-13T22:43:38,803 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-13T22:43:38,803 !! 2025-11-13T22:43:38,804 ******************************************************************************** 2025-11-13T22:43:38,805 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-13T22:43:38,806 License :: OSI Approved :: Apache Software License 2025-11-13T22:43:38,808 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:38,808 ******************************************************************************** 2025-11-13T22:43:38,809 !! 2025-11-13T22:43:38,810 self._finalize_license_expression() 2025-11-13T22:43:38,811 running egg_info 2025-11-13T22:43:38,818 writing snowflake_ml_python.egg-info/PKG-INFO 2025-11-13T22:43:38,845 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-11-13T22:43:38,863 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-11-13T22:43:38,864 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-11-13T22:43:39,067 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:39,092 adding license file 'LICENSE.txt' 2025-11-13T22:43:39,121 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:39,222 Getting requirements to build wheel: finished with status 'done' 2025-11-13T22:43:39,225 Created temporary directory: /tmp/pip-modern-metadata-5r8v59i3 2025-11-13T22:43:39,228 Preparing metadata (pyproject.toml): started 2025-11-13T22:43:39,229 Running command Preparing metadata (pyproject.toml) 2025-11-13T22:43:39,827 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-11-13T22:43:39,827 !! 2025-11-13T22:43:39,828 ******************************************************************************** 2025-11-13T22:43:39,829 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). 2025-11-13T22:43:39,830 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-11-13T22:43:39,831 or your builds will no longer be supported. 2025-11-13T22:43:39,832 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:39,832 ******************************************************************************** 2025-11-13T22:43:39,834 !! 2025-11-13T22:43:39,834 corresp(dist, value, root_dir) 2025-11-13T22:43:39,923 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-13T22:43:39,923 !! 2025-11-13T22:43:39,924 ******************************************************************************** 2025-11-13T22:43:39,925 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-13T22:43:39,926 License :: OSI Approved :: Apache Software License 2025-11-13T22:43:39,927 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:39,928 ******************************************************************************** 2025-11-13T22:43:39,929 !! 2025-11-13T22:43:39,930 dist._finalize_license_expression() 2025-11-13T22:43:39,942 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-13T22:43:39,943 !! 2025-11-13T22:43:39,944 ******************************************************************************** 2025-11-13T22:43:39,944 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-13T22:43:39,946 License :: OSI Approved :: Apache Software License 2025-11-13T22:43:39,947 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:39,947 ******************************************************************************** 2025-11-13T22:43:39,948 !! 2025-11-13T22:43:39,949 self._finalize_license_expression() 2025-11-13T22:43:39,950 running dist_info 2025-11-13T22:43:39,962 creating /tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info 2025-11-13T22:43:39,962 writing /tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/PKG-INFO 2025-11-13T22:43:39,990 writing dependency_links to /tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/dependency_links.txt 2025-11-13T22:43:40,007 writing requirements to /tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/requires.txt 2025-11-13T22:43:40,009 writing top-level names to /tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/top_level.txt 2025-11-13T22:43:40,010 writing manifest file '/tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:40,185 reading manifest file '/tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:40,188 adding license file 'LICENSE.txt' 2025-11-13T22:43:40,211 writing manifest file '/tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:40,212 creating '/tmp/pip-modern-metadata-5r8v59i3/snowflake_ml_python-1.19.0.dist-info' 2025-11-13T22:43:40,343 Preparing metadata (pyproject.toml): finished with status 'done' 2025-11-13T22:43:40,357 Source in /tmp/pip-wheel-xt_11krg/snowflake-ml-python_f22dd0a831794be580db97d38efacba0 has version 1.19.0, which satisfies requirement snowflake-ml-python==1.19.0 from https://files.pythonhosted.org/packages/df/3e/2c8304fbd70a1beb53757e72114c3a7df1aa5de0e4947ab6a64d651e09c6/snowflake_ml_python-1.19.0.tar.gz 2025-11-13T22:43:40,358 Removed snowflake-ml-python==1.19.0 from https://files.pythonhosted.org/packages/df/3e/2c8304fbd70a1beb53757e72114c3a7df1aa5de0e4947ab6a64d651e09c6/snowflake_ml_python-1.19.0.tar.gz from build tracker '/tmp/pip-build-tracker-j3dquglu' 2025-11-13T22:43:40,380 Created temporary directory: /tmp/pip-unpack-dpj5iscg 2025-11-13T22:43:40,381 Building wheels for collected packages: snowflake-ml-python 2025-11-13T22:43:40,385 Created temporary directory: /tmp/pip-wheel-gak9u408 2025-11-13T22:43:40,386 Destination directory: /tmp/pip-wheel-gak9u408 2025-11-13T22:43:40,388 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-11-13T22:43:40,389 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-11-13T22:43:40,980 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-11-13T22:43:40,980 !! 2025-11-13T22:43:40,982 ******************************************************************************** 2025-11-13T22:43:40,982 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). 2025-11-13T22:43:40,983 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-11-13T22:43:40,984 or your builds will no longer be supported. 2025-11-13T22:43:40,985 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:40,986 ******************************************************************************** 2025-11-13T22:43:40,987 !! 2025-11-13T22:43:40,988 corresp(dist, value, root_dir) 2025-11-13T22:43:41,072 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-13T22:43:41,073 !! 2025-11-13T22:43:41,074 ******************************************************************************** 2025-11-13T22:43:41,075 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-13T22:43:41,076 License :: OSI Approved :: Apache Software License 2025-11-13T22:43:41,077 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:41,078 ******************************************************************************** 2025-11-13T22:43:41,079 !! 2025-11-13T22:43:41,080 dist._finalize_license_expression() 2025-11-13T22:43:41,093 /tmp/pip-build-env-uzqb48er/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-13T22:43:41,094 !! 2025-11-13T22:43:41,095 ******************************************************************************** 2025-11-13T22:43:41,095 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-13T22:43:41,096 License :: OSI Approved :: Apache Software License 2025-11-13T22:43:41,097 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-13T22:43:41,098 ******************************************************************************** 2025-11-13T22:43:41,099 !! 2025-11-13T22:43:41,099 self._finalize_license_expression() 2025-11-13T22:43:41,100 running bdist_wheel 2025-11-13T22:43:41,117 running build 2025-11-13T22:43:41,118 running build_py 2025-11-13T22:43:41,125 creating build/lib/snowflake/cortex 2025-11-13T22:43:41,128 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,130 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,132 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,135 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,136 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,139 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,141 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,144 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,146 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,147 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,150 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,151 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-11-13T22:43:41,155 creating build/lib/snowflake/ml 2025-11-13T22:43:41,156 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-11-13T22:43:41,158 creating build/lib/snowflake/ml/model 2025-11-13T22:43:41,159 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,161 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,164 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,166 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,168 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,170 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,172 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,175 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,177 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,179 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-11-13T22:43:41,181 creating build/lib/snowflake/ml/utils 2025-11-13T22:43:41,183 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-11-13T22:43:41,184 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-11-13T22:43:41,186 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-11-13T22:43:41,189 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-11-13T22:43:41,191 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-11-13T22:43:41,194 creating build/lib/snowflake/ml/monitoring 2025-11-13T22:43:41,195 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-11-13T22:43:41,197 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-11-13T22:43:41,200 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-11-13T22:43:41,202 creating build/lib/snowflake/ml/registry 2025-11-13T22:43:41,203 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-11-13T22:43:41,206 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-11-13T22:43:41,208 creating build/lib/snowflake/ml/dataset 2025-11-13T22:43:41,209 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-11-13T22:43:41,212 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-11-13T22:43:41,214 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-11-13T22:43:41,216 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-11-13T22:43:41,218 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-11-13T22:43:41,221 creating build/lib/snowflake/ml/experiment 2025-11-13T22:43:41,222 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-11-13T22:43:41,225 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-11-13T22:43:41,227 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-11-13T22:43:41,229 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-11-13T22:43:41,231 creating build/lib/snowflake/ml/lineage 2025-11-13T22:43:41,232 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-11-13T22:43:41,234 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-11-13T22:43:41,237 creating build/lib/snowflake/ml/feature_store 2025-11-13T22:43:41,238 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-11-13T22:43:41,241 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-11-13T22:43:41,246 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-11-13T22:43:41,248 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-11-13T22:43:41,251 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-11-13T22:43:41,253 creating build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,255 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,257 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,259 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,261 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,264 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,266 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,268 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,270 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,273 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-11-13T22:43:41,276 creating build/lib/snowflake/ml/data 2025-11-13T22:43:41,277 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-11-13T22:43:41,279 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-11-13T22:43:41,282 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-11-13T22:43:41,284 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-11-13T22:43:41,286 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-11-13T22:43:41,288 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-11-13T22:43:41,290 creating build/lib/snowflake/ml/jobs 2025-11-13T22:43:41,291 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-11-13T22:43:41,293 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-11-13T22:43:41,295 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-11-13T22:43:41,297 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-11-13T22:43:41,301 creating build/lib/snowflake/ml/fileset 2025-11-13T22:43:41,302 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-11-13T22:43:41,305 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-11-13T22:43:41,307 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-11-13T22:43:41,309 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-11-13T22:43:41,312 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-11-13T22:43:41,315 creating build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,316 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,319 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,321 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,323 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,326 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,328 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,331 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,333 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,336 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,338 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-11-13T22:43:41,341 creating build/lib/snowflake/ml/model/_model_composer 2025-11-13T22:43:41,342 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-11-13T22:43:41,345 creating build/lib/snowflake/ml/model/_packager 2025-11-13T22:43:41,346 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-11-13T22:43:41,348 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-11-13T22:43:41,351 creating build/lib/snowflake/ml/model/models 2025-11-13T22:43:41,352 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-11-13T22:43:41,356 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-11-13T22:43:41,357 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-11-13T22:43:41,359 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-11-13T22:43:41,362 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:41,363 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:41,365 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:41,367 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:41,370 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:41,372 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-11-13T22:43:41,373 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-11-13T22:43:41,376 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-11-13T22:43:41,377 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-11-13T22:43:41,379 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-11-13T22:43:41,381 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-11-13T22:43:41,383 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:41,384 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:41,386 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:41,388 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:41,390 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:41,392 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:41,394 creating build/lib/snowflake/ml/model/_packager/model_env 2025-11-13T22:43:41,395 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-11-13T22:43:41,399 creating build/lib/snowflake/ml/model/_packager/model_task 2025-11-13T22:43:41,400 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-11-13T22:43:41,403 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,404 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,406 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,409 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,411 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,413 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,416 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,419 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,422 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,424 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,426 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,429 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,431 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,433 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,436 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,438 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,440 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:41,443 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-11-13T22:43:41,444 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-11-13T22:43:41,446 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-11-13T22:43:41,448 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:41,450 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:41,452 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:41,454 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:41,456 creating build/lib/snowflake/ml/model/_client/model 2025-11-13T22:43:41,458 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-11-13T22:43:41,461 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-11-13T22:43:41,464 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2025-11-13T22:43:41,466 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-11-13T22:43:41,468 creating build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,470 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,472 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,475 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,477 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,479 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,481 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-11-13T22:43:41,483 creating build/lib/snowflake/ml/model/_client/service 2025-11-13T22:43:41,485 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-11-13T22:43:41,487 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-11-13T22:43:41,490 creating build/lib/snowflake/ml/model/_client/ops 2025-11-13T22:43:41,491 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-11-13T22:43:41,494 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-11-13T22:43:41,496 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-11-13T22:43:41,500 creating build/lib/snowflake/ml/monitoring/_manager 2025-11-13T22:43:41,501 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-11-13T22:43:41,504 creating build/lib/snowflake/ml/monitoring/entities 2025-11-13T22:43:41,505 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-11-13T22:43:41,507 creating build/lib/snowflake/ml/monitoring/_client 2025-11-13T22:43:41,508 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-11-13T22:43:41,511 creating build/lib/snowflake/ml/registry/_manager 2025-11-13T22:43:41,512 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-11-13T22:43:41,515 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-11-13T22:43:41,518 creating build/lib/snowflake/ml/modeling/model_selection 2025-11-13T22:43:41,519 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-11-13T22:43:41,522 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-11-13T22:43:41,525 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-11-13T22:43:41,527 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:41,528 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:41,532 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:41,533 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:41,537 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:41,538 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:41,542 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:41,543 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:41,547 creating build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,548 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,552 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,555 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,558 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,560 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,563 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,566 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,570 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,573 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,576 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,579 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-11-13T22:43:41,583 creating build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,584 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,586 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,589 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,592 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,594 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,597 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,600 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,603 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,606 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,610 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-11-13T22:43:41,614 creating build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,615 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,617 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,621 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,623 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,626 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,628 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,630 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,632 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,634 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,637 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,639 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,642 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:41,645 creating build/lib/snowflake/ml/modeling/lightgbm 2025-11-13T22:43:41,646 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-11-13T22:43:41,649 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-11-13T22:43:41,651 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-11-13T22:43:41,655 creating build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,656 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,660 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,663 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,667 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,670 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,673 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,675 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,678 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,681 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,685 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,688 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,692 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,695 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,698 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,702 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,706 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,709 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-11-13T22:43:41,713 creating build/lib/snowflake/ml/modeling/neural_network 2025-11-13T22:43:41,714 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-11-13T22:43:41,718 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-11-13T22:43:41,720 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-11-13T22:43:41,723 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-11-13T22:43:41,727 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,728 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,732 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,736 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,738 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,741 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,745 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:41,749 creating build/lib/snowflake/ml/modeling/framework 2025-11-13T22:43:41,750 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-11-13T22:43:41,752 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-11-13T22:43:41,756 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-11-13T22:43:41,757 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-11-13T22:43:41,760 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-11-13T22:43:41,763 creating build/lib/snowflake/ml/modeling/parameters 2025-11-13T22:43:41,764 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-11-13T22:43:41,766 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-11-13T22:43:41,767 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-11-13T22:43:41,770 creating build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,771 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,774 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,777 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,780 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,783 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,785 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,788 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,791 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,793 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:41,797 creating build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,798 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,801 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,804 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,808 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,809 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,813 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,816 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,820 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,823 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,827 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,830 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,833 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,837 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,840 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-11-13T22:43:41,844 creating build/lib/snowflake/ml/modeling/xgboost 2025-11-13T22:43:41,846 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-11-13T22:43:41,849 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-11-13T22:43:41,853 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-11-13T22:43:41,855 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-11-13T22:43:41,858 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-11-13T22:43:41,862 creating build/lib/snowflake/ml/modeling/tree 2025-11-13T22:43:41,863 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-11-13T22:43:41,867 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-11-13T22:43:41,870 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-11-13T22:43:41,872 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-11-13T22:43:41,875 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-11-13T22:43:41,879 creating build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,880 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,883 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,885 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,887 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,890 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,894 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,896 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-11-13T22:43:41,899 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:41,900 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:41,902 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:41,906 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:41,910 creating build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,911 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,913 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,916 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,918 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,921 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,923 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-11-13T22:43:41,925 creating build/lib/snowflake/ml/modeling/pipeline 2025-11-13T22:43:41,926 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-11-13T22:43:41,928 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-11-13T22:43:41,932 creating build/lib/snowflake/ml/modeling/calibration 2025-11-13T22:43:41,933 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-11-13T22:43:41,935 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-11-13T22:43:41,939 creating build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,940 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,943 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,947 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,950 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,952 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,955 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,958 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,962 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,966 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-11-13T22:43:41,971 creating build/lib/snowflake/ml/modeling/manifold 2025-11-13T22:43:41,973 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-11-13T22:43:41,978 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-11-13T22:43:41,982 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-11-13T22:43:41,987 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-11-13T22:43:41,989 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-11-13T22:43:41,995 creating build/lib/snowflake/ml/modeling/compose 2025-11-13T22:43:41,996 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-11-13T22:43:42,001 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-11-13T22:43:42,004 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-11-13T22:43:42,010 creating build/lib/snowflake/ml/modeling/mixture 2025-11-13T22:43:42,013 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-11-13T22:43:42,019 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-11-13T22:43:42,022 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-11-13T22:43:42,029 creating build/lib/snowflake/ml/modeling/multiclass 2025-11-13T22:43:42,031 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-11-13T22:43:42,035 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-11-13T22:43:42,041 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-11-13T22:43:42,047 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-11-13T22:43:42,055 creating build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,057 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,064 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,068 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,072 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,075 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,079 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,081 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,084 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,088 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,091 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,094 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,098 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,101 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,104 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,108 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,111 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,115 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,117 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,121 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,124 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,128 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,131 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,135 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,139 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,142 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,146 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,149 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,153 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,156 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,160 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,163 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,166 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,170 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,173 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,176 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,180 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-11-13T22:43:42,183 creating build/lib/snowflake/ml/modeling/impute 2025-11-13T22:43:42,184 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-11-13T22:43:42,188 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-11-13T22:43:42,191 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-11-13T22:43:42,195 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-11-13T22:43:42,197 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-11-13T22:43:42,200 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,201 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,204 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,206 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,209 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,212 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,216 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:42,219 creating build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,220 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,223 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,227 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,231 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,233 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,236 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,239 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-11-13T22:43:42,243 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-11-13T22:43:42,244 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-11-13T22:43:42,247 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-11-13T22:43:42,250 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:42,251 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:42,254 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:42,257 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:42,260 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:42,262 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:42,266 creating build/lib/snowflake/ml/experiment/callback 2025-11-13T22:43:42,266 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-11-13T22:43:42,268 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-11-13T22:43:42,270 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-11-13T22:43:42,273 creating build/lib/snowflake/ml/experiment/_entities 2025-11-13T22:43:42,274 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-11-13T22:43:42,276 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-11-13T22:43:42,277 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-11-13T22:43:42,279 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-11-13T22:43:42,281 creating build/lib/snowflake/ml/experiment/_client 2025-11-13T22:43:42,282 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-11-13T22:43:42,284 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-11-13T22:43:42,287 creating build/lib/snowflake/ml/feature_store/examples 2025-11-13T22:43:42,288 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-11-13T22:43:42,291 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-11-13T22:43:42,292 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-11-13T22:43:42,295 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-11-13T22:43:42,296 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-11-13T22:43:42,298 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-11-13T22:43:42,299 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-11-13T22:43:42,302 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-11-13T22:43:42,303 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-11-13T22:43:42,306 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-11-13T22:43:42,307 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 2025-11-13T22:43:42,309 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 2025-11-13T22:43:42,311 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-11-13T22:43:42,312 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-11-13T22:43:42,315 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-11-13T22:43:42,317 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-11-13T22:43:42,318 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-11-13T22:43:42,320 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-11-13T22:43:42,322 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-11-13T22:43:42,323 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 2025-11-13T22:43:42,325 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 2025-11-13T22:43:42,328 creating build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,329 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,332 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,333 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,336 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,338 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,340 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,342 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,344 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,346 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,348 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,351 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,353 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,355 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,358 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,360 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,362 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,365 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-11-13T22:43:42,368 creating build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,369 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,372 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,374 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,376 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,378 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,380 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,382 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,384 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,386 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-11-13T22:43:42,388 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:42,389 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:42,392 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:42,394 creating build/lib/snowflake/ml/_internal/lineage 2025-11-13T22:43:42,395 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-11-13T22:43:42,397 creating build/lib/snowflake/ml/data/_internal 2025-11-13T22:43:42,399 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-11-13T22:43:42,402 creating build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,403 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,405 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,407 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,410 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,412 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,414 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,417 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,419 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-11-13T22:43:42,422 creating build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,423 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,425 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,427 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,429 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,432 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,434 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,436 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,438 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,440 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,443 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-11-13T22:43:42,445 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:42,446 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:42,449 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:42,452 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:42,455 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:42,457 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:42,460 running egg_info 2025-11-13T22:43:42,471 writing snowflake_ml_python.egg-info/PKG-INFO 2025-11-13T22:43:42,498 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-11-13T22:43:42,515 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-11-13T22:43:42,516 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-11-13T22:43:42,673 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:42,698 adding license file 'LICENSE.txt' 2025-11-13T22:43:42,727 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-11-13T22:43:42,869 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:42,871 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:42,873 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:42,898 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-11-13T22:43:42,899 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-11-13T22:43:42,901 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-11-13T22:43:42,997 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-11-13T22:43:42,999 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-11-13T22:43:43,002 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-11-13T22:43:43,005 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-11-13T22:43:43,008 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:43,009 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:43,011 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:43,014 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:43,017 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:43,019 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:43,035 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:43,038 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:43,106 installing to build/bdist.linux-armv7l/wheel 2025-11-13T22:43:43,106 running install 2025-11-13T22:43:43,129 running install_lib 2025-11-13T22:43:43,136 creating build/bdist.linux-armv7l/wheel 2025-11-13T22:43:43,138 creating build/bdist.linux-armv7l/wheel/snowflake 2025-11-13T22:43:43,140 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-11-13T22:43:43,141 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,144 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,145 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,147 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,149 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,151 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,154 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,156 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,158 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,160 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,161 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,163 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-11-13T22:43:43,167 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-11-13T22:43:43,169 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-11-13T22:43:43,170 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,172 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-11-13T22:43:43,173 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,176 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,178 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,180 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,183 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,185 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,187 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,190 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,192 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,195 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-11-13T22:43:43,197 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,199 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,201 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,203 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,206 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,210 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-11-13T22:43:43,211 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-11-13T22:43:43,213 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 2025-11-13T22:43:43,215 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 2025-11-13T22:43:43,217 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-11-13T22:43:43,221 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:43,222 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 2025-11-13T22:43:43,224 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 2025-11-13T22:43:43,226 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 2025-11-13T22:43:43,228 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:43,230 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 2025-11-13T22:43:43,232 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 2025-11-13T22:43:43,234 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-11-13T22:43:43,237 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-11-13T22:43:43,238 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 2025-11-13T22:43:43,240 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,244 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-11-13T22:43:43,245 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-11-13T22:43:43,246 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 2025-11-13T22:43:43,248 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 2025-11-13T22:43:43,250 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 2025-11-13T22:43:43,252 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-11-13T22:43:43,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-11-13T22:43:43,256 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 2025-11-13T22:43:43,258 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 2025-11-13T22:43:43,260 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 2025-11-13T22:43:43,262 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 2025-11-13T22:43:43,264 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 2025-11-13T22:43:43,266 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-11-13T22:43:43,267 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-11-13T22:43:43,271 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-11-13T22:43:43,272 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-11-13T22:43:43,275 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,276 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,278 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,280 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,282 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,285 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,287 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,290 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,292 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,295 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,297 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,300 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,302 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,305 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,307 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,310 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,313 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-11-13T22:43:43,316 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-11-13T22:43:43,317 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 2025-11-13T22:43:43,319 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-11-13T22:43:43,322 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-11-13T22:43:43,324 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:43,325 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:43,327 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:43,330 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-11-13T22:43:43,332 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-11-13T22:43:43,333 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-11-13T22:43:43,336 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-11-13T22:43:43,338 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-11-13T22:43:43,339 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-11-13T22:43:43,342 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-11-13T22:43:43,345 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-11-13T22:43:43,348 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-11-13T22:43:43,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-11-13T22:43:43,352 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-11-13T22:43:43,355 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-11-13T22:43:43,357 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-11-13T22:43:43,360 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-11-13T22:43:43,362 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-11-13T22:43:43,364 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-11-13T22:43:43,366 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-11-13T22:43:43,367 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-11-13T22:43:43,371 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-11-13T22:43:43,373 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-11-13T22:43:43,374 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-11-13T22:43:43,378 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-11-13T22:43:43,380 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-11-13T22:43:43,384 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,387 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,389 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-11-13T22:43:43,392 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-11-13T22:43:43,393 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-11-13T22:43:43,395 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-11-13T22:43:43,397 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-11-13T22:43:43,399 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-11-13T22:43:43,401 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-11-13T22:43:43,404 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-11-13T22:43:43,405 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-11-13T22:43:43,408 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-11-13T22:43:43,409 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-11-13T22:43:43,412 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-11-13T22:43:43,413 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-11-13T22:43:43,415 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-11-13T22:43:43,418 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-11-13T22:43:43,421 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-11-13T22:43:43,422 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-11-13T22:43:43,425 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-11-13T22:43:43,426 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-11-13T22:43:43,428 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-11-13T22:43:43,431 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-11-13T22:43:43,432 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-11-13T22:43:43,434 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-11-13T22:43:43,436 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-11-13T22:43:43,439 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-11-13T22:43:43,442 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-11-13T22:43:43,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-11-13T22:43:43,446 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-11-13T22:43:43,448 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-11-13T22:43:43,451 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-11-13T22:43:43,453 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-11-13T22:43:43,455 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-11-13T22:43:43,459 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-11-13T22:43:43,460 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-11-13T22:43:43,462 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-11-13T22:43:43,465 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-11-13T22:43:43,468 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-11-13T22:43:43,471 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:43,472 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:43,476 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:43,477 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-11-13T22:43:43,482 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:43,483 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:43,487 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:43,489 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-11-13T22:43:43,494 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,495 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,499 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,503 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,507 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,509 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,513 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,516 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,520 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,524 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,528 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,532 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-11-13T22:43:43,537 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,538 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,542 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,546 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,550 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,552 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,555 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,559 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,563 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,566 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,569 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-11-13T22:43:43,573 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,574 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,576 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,580 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,583 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,585 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,587 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,589 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,592 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,594 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,596 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,598 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,601 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-11-13T22:43:43,605 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-11-13T22:43:43,606 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-11-13T22:43:43,609 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-11-13T22:43:43,611 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-11-13T22:43:43,614 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,615 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,619 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,622 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,626 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,629 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,633 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,635 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,638 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,641 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,645 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,649 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,652 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,656 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,659 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,663 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,666 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,669 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-11-13T22:43:43,673 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-11-13T22:43:43,675 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-11-13T22:43:43,678 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-11-13T22:43:43,680 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-11-13T22:43:43,684 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-11-13T22:43:43,687 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,688 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,692 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,695 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,697 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,701 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,703 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-11-13T22:43:43,707 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-11-13T22:43:43,708 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-11-13T22:43:43,711 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-11-13T22:43:43,714 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-11-13T22:43:43,715 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-11-13T22:43:43,718 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-11-13T22:43:43,721 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-11-13T22:43:43,722 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-11-13T22:43:43,724 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-11-13T22:43:43,726 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-11-13T22:43:43,728 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,729 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,733 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,737 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,740 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,743 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,745 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,749 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,752 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,755 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-11-13T22:43:43,759 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-11-13T22:43:43,760 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,763 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,766 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,769 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,771 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,774 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,778 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,781 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,785 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,789 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,793 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,797 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,801 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,805 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-11-13T22:43:43,809 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-11-13T22:43:43,811 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-11-13T22:43:43,815 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-11-13T22:43:43,819 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-11-13T22:43:43,821 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-11-13T22:43:43,825 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-11-13T22:43:43,830 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-11-13T22:43:43,831 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-11-13T22:43:43,835 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-11-13T22:43:43,839 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-11-13T22:43:43,841 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-11-13T22:43:43,845 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-11-13T22:43:43,849 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-11-13T22:43:43,851 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,854 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,857 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,859 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,862 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,866 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,868 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-11-13T22:43:43,871 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:43,873 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:43,875 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:43,879 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-11-13T22:43:43,883 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-11-13T22:43:43,885 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-11-13T22:43:43,888 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-11-13T22:43:43,890 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-11-13T22:43:43,893 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-11-13T22:43:43,896 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-11-13T22:43:43,898 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-11-13T22:43:43,901 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-11-13T22:43:43,903 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-11-13T22:43:43,906 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:43,908 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 2025-11-13T22:43:43,910 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:43,914 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:43,917 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 2025-11-13T22:43:43,920 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-11-13T22:43:43,923 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-11-13T22:43:43,925 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-11-13T22:43:43,927 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-11-13T22:43:43,929 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-11-13T22:43:43,933 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-11-13T22:43:43,934 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-11-13T22:43:43,937 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-11-13T22:43:43,940 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-11-13T22:43:43,942 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,948 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,951 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,955 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,957 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,960 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,963 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,967 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,970 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-11-13T22:43:43,974 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-11-13T22:43:43,975 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-11-13T22:43:43,978 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-11-13T22:43:43,982 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-11-13T22:43:43,985 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-11-13T22:43:43,987 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-11-13T22:43:43,991 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-11-13T22:43:43,993 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-11-13T22:43:43,996 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-11-13T22:43:43,998 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-11-13T22:43:44,002 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-11-13T22:43:44,004 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-11-13T22:43:44,007 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-11-13T22:43:44,010 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-11-13T22:43:44,014 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-11-13T22:43:44,015 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-11-13T22:43:44,018 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-11-13T22:43:44,021 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-11-13T22:43:44,025 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-11-13T22:43:44,029 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,031 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,034 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,038 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,042 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,045 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,048 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,052 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,055 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,059 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,062 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,066 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,069 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,073 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,076 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,080 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,083 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,087 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,089 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,092 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,096 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,099 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,103 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,106 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,109 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,113 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,116 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,119 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,123 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,127 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,130 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,133 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,137 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,140 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,144 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,147 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,151 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-11-13T22:43:44,155 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-11-13T22:43:44,156 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-11-13T22:43:44,160 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-11-13T22:43:44,163 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-11-13T22:43:44,167 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-11-13T22:43:44,169 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-11-13T22:43:44,172 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,174 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,177 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,180 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,185 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,189 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,193 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-11-13T22:43:44,198 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-11-13T22:43:44,199 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,204 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,207 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,211 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,213 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,217 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,221 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-11-13T22:43:44,226 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-11-13T22:43:44,228 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-11-13T22:43:44,229 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-11-13T22:43:44,232 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-11-13T22:43:44,234 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-11-13T22:43:44,236 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-11-13T22:43:44,239 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-11-13T22:43:44,242 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-11-13T22:43:44,245 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-11-13T22:43:44,246 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-11-13T22:43:44,248 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-11-13T22:43:44,251 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-11-13T22:43:44,253 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-11-13T22:43:44,255 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-11-13T22:43:44,257 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-11-13T22:43:44,259 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-11-13T22:43:44,261 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-11-13T22:43:44,265 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-11-13T22:43:44,266 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-11-13T22:43:44,268 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-11-13T22:43:44,272 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-11-13T22:43:44,273 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-11-13T22:43:44,276 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-11-13T22:43:44,282 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-11-13T22:43:44,284 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-11-13T22:43:44,288 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-11-13T22:43:44,290 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-11-13T22:43:44,292 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-11-13T22:43:44,295 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-11-13T22:43:44,297 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-11-13T22:43:44,298 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 2025-11-13T22:43:44,300 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 2025-11-13T22:43:44,302 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 2025-11-13T22:43:44,304 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 2025-11-13T22:43:44,306 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-11-13T22:43:44,308 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-11-13T22:43:44,309 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 2025-11-13T22:43:44,311 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 2025-11-13T22:43:44,313 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-11-13T22:43:44,315 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-11-13T22:43:44,317 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-11-13T22:43:44,319 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-11-13T22:43:44,320 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 2025-11-13T22:43:44,322 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 2025-11-13T22:43:44,324 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 2025-11-13T22:43:44,326 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 2025-11-13T22:43:44,328 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-11-13T22:43:44,330 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-11-13T22:43:44,331 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 2025-11-13T22:43:44,333 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 2025-11-13T22:43:44,335 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 2025-11-13T22:43:44,337 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 2025-11-13T22:43:44,339 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:44,341 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 2025-11-13T22:43:44,343 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 2025-11-13T22:43:44,345 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-11-13T22:43:44,346 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 2025-11-13T22:43:44,348 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 2025-11-13T22:43:44,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-11-13T22:43:44,352 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,354 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,356 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-11-13T22:43:44,357 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,360 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,362 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,364 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,367 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,369 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,371 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,373 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,375 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,377 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,380 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,382 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,384 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,387 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,389 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,391 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,393 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-11-13T22:43:44,396 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,397 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,400 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,402 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,404 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,405 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,407 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,409 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,411 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,412 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-11-13T22:43:44,414 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,417 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,420 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:44,421 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:44,423 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:44,425 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:44,427 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-11-13T22:43:44,429 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,431 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,433 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,437 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-11-13T22:43:44,438 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-11-13T22:43:44,440 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,443 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-11-13T22:43:44,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-11-13T22:43:44,446 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-11-13T22:43:44,449 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-11-13T22:43:44,451 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-11-13T22:43:44,453 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-11-13T22:43:44,455 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-11-13T22:43:44,458 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-11-13T22:43:44,459 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-11-13T22:43:44,462 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-11-13T22:43:44,464 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-11-13T22:43:44,465 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-11-13T22:43:44,468 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2025-11-13T22:43:44,469 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,471 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,473 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,475 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,478 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,480 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,482 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,484 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-11-13T22:43:44,486 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-11-13T22:43:44,489 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-11-13T22:43:44,490 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,492 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,494 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,496 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,499 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:44,501 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:44,503 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:44,505 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:44,508 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:44,510 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-11-13T22:43:44,512 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,515 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,516 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,519 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,521 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,524 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-11-13T22:43:44,526 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-11-13T22:43:44,529 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-11-13T22:43:44,532 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-11-13T22:43:44,534 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-11-13T22:43:44,535 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-11-13T22:43:44,538 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-11-13T22:43:44,540 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-11-13T22:43:44,542 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-11-13T22:43:44,545 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-11-13T22:43:44,548 running install_egg_info 2025-11-13T22:43:44,553 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.19.0-py3.11.egg-info 2025-11-13T22:43:44,566 running install_scripts 2025-11-13T22:43:44,625 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.19.0.dist-info/WHEEL 2025-11-13T22:43:44,628 creating '/tmp/pip-wheel-gak9u408/.tmp-8tivfit9/snowflake_ml_python-1.19.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-11-13T22:43:44,631 adding 'snowflake/cortex/__init__.py' 2025-11-13T22:43:44,632 adding 'snowflake/cortex/_classify_text.py' 2025-11-13T22:43:44,635 adding 'snowflake/cortex/_complete.py' 2025-11-13T22:43:44,637 adding 'snowflake/cortex/_embed_text_1024.py' 2025-11-13T22:43:44,638 adding 'snowflake/cortex/_embed_text_768.py' 2025-11-13T22:43:44,639 adding 'snowflake/cortex/_extract_answer.py' 2025-11-13T22:43:44,641 adding 'snowflake/cortex/_finetune.py' 2025-11-13T22:43:44,642 adding 'snowflake/cortex/_sentiment.py' 2025-11-13T22:43:44,644 adding 'snowflake/cortex/_sse_client.py' 2025-11-13T22:43:44,645 adding 'snowflake/cortex/_summarize.py' 2025-11-13T22:43:44,647 adding 'snowflake/cortex/_translate.py' 2025-11-13T22:43:44,648 adding 'snowflake/cortex/_util.py' 2025-11-13T22:43:44,650 adding 'snowflake/ml/version.py' 2025-11-13T22:43:44,652 adding 'snowflake/ml/_internal/env.py' 2025-11-13T22:43:44,655 adding 'snowflake/ml/_internal/env_utils.py' 2025-11-13T22:43:44,658 adding 'snowflake/ml/_internal/file_utils.py' 2025-11-13T22:43:44,659 adding 'snowflake/ml/_internal/init_utils.py' 2025-11-13T22:43:44,661 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-11-13T22:43:44,662 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-11-13T22:43:44,664 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-11-13T22:43:44,667 adding 'snowflake/ml/_internal/telemetry.py' 2025-11-13T22:43:44,669 adding 'snowflake/ml/_internal/type_utils.py' 2025-11-13T22:43:44,671 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-11-13T22:43:44,672 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-11-13T22:43:44,674 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-11-13T22:43:44,675 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-11-13T22:43:44,676 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-11-13T22:43:44,678 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-11-13T22:43:44,679 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-11-13T22:43:44,680 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-11-13T22:43:44,681 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-11-13T22:43:44,683 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-11-13T22:43:44,684 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-11-13T22:43:44,685 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-11-13T22:43:44,686 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-11-13T22:43:44,688 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-11-13T22:43:44,690 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-11-13T22:43:44,692 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-11-13T22:43:44,693 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-11-13T22:43:44,695 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-11-13T22:43:44,696 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-11-13T22:43:44,698 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-11-13T22:43:44,699 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-11-13T22:43:44,701 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-11-13T22:43:44,702 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-11-13T22:43:44,704 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-11-13T22:43:44,705 adding 'snowflake/ml/_internal/utils/result.py' 2025-11-13T22:43:44,707 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-11-13T22:43:44,708 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-11-13T22:43:44,710 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-11-13T22:43:44,711 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-11-13T22:43:44,713 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-11-13T22:43:44,714 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-11-13T22:43:44,716 adding 'snowflake/ml/data/__init__.py' 2025-11-13T22:43:44,718 adding 'snowflake/ml/data/data_connector.py' 2025-11-13T22:43:44,719 adding 'snowflake/ml/data/data_ingestor.py' 2025-11-13T22:43:44,721 adding 'snowflake/ml/data/data_source.py' 2025-11-13T22:43:44,722 adding 'snowflake/ml/data/ingestor_utils.py' 2025-11-13T22:43:44,723 adding 'snowflake/ml/data/torch_utils.py' 2025-11-13T22:43:44,726 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-11-13T22:43:44,728 adding 'snowflake/ml/dataset/__init__.py' 2025-11-13T22:43:44,730 adding 'snowflake/ml/dataset/dataset.py' 2025-11-13T22:43:44,732 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-11-13T22:43:44,733 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-11-13T22:43:44,735 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-11-13T22:43:44,736 adding 'snowflake/ml/experiment/__init__.py' 2025-11-13T22:43:44,738 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-11-13T22:43:44,740 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-11-13T22:43:44,742 adding 'snowflake/ml/experiment/utils.py' 2025-11-13T22:43:44,744 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-11-13T22:43:44,745 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-11-13T22:43:44,747 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-11-13T22:43:44,748 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-11-13T22:43:44,749 adding 'snowflake/ml/experiment/_entities/run.py' 2025-11-13T22:43:44,751 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-11-13T22:43:44,752 adding 'snowflake/ml/experiment/callback/keras.py' 2025-11-13T22:43:44,754 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-11-13T22:43:44,755 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-11-13T22:43:44,757 adding 'snowflake/ml/feature_store/__init__.py' 2025-11-13T22:43:44,759 adding 'snowflake/ml/feature_store/access_manager.py' 2025-11-13T22:43:44,760 adding 'snowflake/ml/feature_store/entity.py' 2025-11-13T22:43:44,776 adding 'snowflake/ml/feature_store/feature_store.py' 2025-11-13T22:43:44,782 adding 'snowflake/ml/feature_store/feature_view.py' 2025-11-13T22:43:44,784 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-11-13T22:43:44,786 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-11-13T22:43:44,787 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-11-13T22:43:44,789 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-11-13T22:43:44,790 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-11-13T22:43:44,792 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-11-13T22:43:44,793 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-11-13T22:43:44,795 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-11-13T22:43:44,796 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-11-13T22:43:44,798 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-11-13T22:43:44,799 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-11-13T22:43:44,801 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-11-13T22:43:44,802 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-11-13T22:43:44,804 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-11-13T22:43:44,805 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-11-13T22:43:44,806 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-11-13T22:43:44,807 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-11-13T22:43:44,808 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-11-13T22:43:44,810 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-11-13T22:43:44,812 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-11-13T22:43:44,813 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-11-13T22:43:44,814 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-11-13T22:43:44,817 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-11-13T22:43:44,820 adding 'snowflake/ml/fileset/fileset.py' 2025-11-13T22:43:44,822 adding 'snowflake/ml/fileset/sfcfs.py' 2025-11-13T22:43:44,824 adding 'snowflake/ml/fileset/snowfs.py' 2025-11-13T22:43:44,826 adding 'snowflake/ml/fileset/stage_fs.py' 2025-11-13T22:43:44,828 adding 'snowflake/ml/jobs/__init__.py' 2025-11-13T22:43:44,830 adding 'snowflake/ml/jobs/decorators.py' 2025-11-13T22:43:44,833 adding 'snowflake/ml/jobs/job.py' 2025-11-13T22:43:44,837 adding 'snowflake/ml/jobs/manager.py' 2025-11-13T22:43:44,839 adding 'snowflake/ml/jobs/_interop/__init__.py' 2025-11-13T22:43:44,840 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2025-11-13T22:43:44,842 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2025-11-13T22:43:44,844 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2025-11-13T22:43:44,846 adding 'snowflake/ml/jobs/_interop/legacy.py' 2025-11-13T22:43:44,848 adding 'snowflake/ml/jobs/_interop/protocols.py' 2025-11-13T22:43:44,850 adding 'snowflake/ml/jobs/_interop/results.py' 2025-11-13T22:43:44,851 adding 'snowflake/ml/jobs/_interop/utils.py' 2025-11-13T22:43:44,853 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-11-13T22:43:44,855 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-11-13T22:43:44,856 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-11-13T22:43:44,857 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-11-13T22:43:44,861 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-11-13T22:43:44,862 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-11-13T22:43:44,864 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-11-13T22:43:44,866 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-11-13T22:43:44,867 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-11-13T22:43:44,869 adding 'snowflake/ml/jobs/_utils/types.py' 2025-11-13T22:43:44,871 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-11-13T22:43:44,872 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-11-13T22:43:44,875 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-11-13T22:43:44,876 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-11-13T22:43:44,878 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-11-13T22:43:44,880 adding 'snowflake/ml/lineage/__init__.py' 2025-11-13T22:43:44,882 adding 'snowflake/ml/lineage/lineage_node.py' 2025-11-13T22:43:44,884 adding 'snowflake/ml/model/__init__.py' 2025-11-13T22:43:44,886 adding 'snowflake/ml/model/custom_model.py' 2025-11-13T22:43:44,887 adding 'snowflake/ml/model/event_handler.py' 2025-11-13T22:43:44,888 adding 'snowflake/ml/model/inference_engine.py' 2025-11-13T22:43:44,892 adding 'snowflake/ml/model/model_signature.py' 2025-11-13T22:43:44,893 adding 'snowflake/ml/model/openai_signatures.py' 2025-11-13T22:43:44,894 adding 'snowflake/ml/model/target_platform.py' 2025-11-13T22:43:44,895 adding 'snowflake/ml/model/task.py' 2025-11-13T22:43:44,897 adding 'snowflake/ml/model/type_hints.py' 2025-11-13T22:43:44,898 adding 'snowflake/ml/model/volatility.py' 2025-11-13T22:43:44,901 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-11-13T22:43:44,902 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2025-11-13T22:43:44,904 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-11-13T22:43:44,910 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-11-13T22:43:44,912 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-11-13T22:43:44,916 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-11-13T22:43:44,922 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-11-13T22:43:44,925 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-11-13T22:43:44,926 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-11-13T22:43:44,928 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-11-13T22:43:44,929 adding 'snowflake/ml/model/_client/sql/model.py' 2025-11-13T22:43:44,932 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-11-13T22:43:44,934 adding 'snowflake/ml/model/_client/sql/service.py' 2025-11-13T22:43:44,935 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-11-13T22:43:44,936 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-11-13T22:43:44,939 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-11-13T22:43:44,941 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-11-13T22:43:44,942 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-11-13T22:43:44,944 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-11-13T22:43:44,945 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-11-13T22:43:44,947 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-11-13T22:43:44,948 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-11-13T22:43:44,949 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2025-11-13T22:43:44,951 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2025-11-13T22:43:44,953 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2025-11-13T22:43:44,954 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2025-11-13T22:43:44,956 adding 'snowflake/ml/model/_packager/model_handler.py' 2025-11-13T22:43:44,958 adding 'snowflake/ml/model/_packager/model_packager.py' 2025-11-13T22:43:44,961 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2025-11-13T22:43:44,963 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2025-11-13T22:43:44,965 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2025-11-13T22:43:44,967 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2025-11-13T22:43:44,969 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2025-11-13T22:43:44,973 adding 'snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py' 2025-11-13T22:43:44,975 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-11-13T22:43:44,977 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-11-13T22:43:44,979 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-11-13T22:43:44,982 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2025-11-13T22:43:44,984 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-11-13T22:43:44,985 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-11-13T22:43:44,988 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-11-13T22:43:44,990 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-11-13T22:43:44,992 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-11-13T22:43:44,994 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-11-13T22:43:44,996 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-11-13T22:43:44,998 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-11-13T22:43:44,999 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-11-13T22:43:45,001 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-11-13T22:43:45,002 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-11-13T22:43:45,003 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-11-13T22:43:45,005 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-11-13T22:43:45,008 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-11-13T22:43:45,009 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-11-13T22:43:45,011 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-11-13T22:43:45,012 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-11-13T22:43:45,014 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2025-11-13T22:43:45,015 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2025-11-13T22:43:45,017 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2025-11-13T22:43:45,019 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2025-11-13T22:43:45,021 adding 'snowflake/ml/model/_signatures/base_handler.py' 2025-11-13T22:43:45,022 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2025-11-13T22:43:45,025 adding 'snowflake/ml/model/_signatures/core.py' 2025-11-13T22:43:45,027 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2025-11-13T22:43:45,028 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2025-11-13T22:43:45,030 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2025-11-13T22:43:45,032 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2025-11-13T22:43:45,033 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2025-11-13T22:43:45,035 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2025-11-13T22:43:45,037 adding 'snowflake/ml/model/_signatures/utils.py' 2025-11-13T22:43:45,040 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2025-11-13T22:43:45,044 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2025-11-13T22:43:45,045 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2025-11-13T22:43:45,046 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2025-11-13T22:43:45,048 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2025-11-13T22:43:45,049 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2025-11-13T22:43:45,051 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2025-11-13T22:43:45,053 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2025-11-13T22:43:45,055 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2025-11-13T22:43:45,060 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2025-11-13T22:43:45,062 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2025-11-13T22:43:45,065 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2025-11-13T22:43:45,068 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2025-11-13T22:43:45,070 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2025-11-13T22:43:45,072 adding 'snowflake/ml/modeling/calibration/__init__.py' 2025-11-13T22:43:45,077 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2025-11-13T22:43:45,079 adding 'snowflake/ml/modeling/cluster/__init__.py' 2025-11-13T22:43:45,083 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2025-11-13T22:43:45,088 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-11-13T22:43:45,093 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-11-13T22:43:45,098 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-11-13T22:43:45,103 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-11-13T22:43:45,108 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-11-13T22:43:45,114 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-11-13T22:43:45,119 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-11-13T22:43:45,124 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-11-13T22:43:45,129 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-11-13T22:43:45,134 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-11-13T22:43:45,140 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-11-13T22:43:45,145 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-11-13T22:43:45,147 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-11-13T22:43:45,152 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-11-13T22:43:45,157 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-11-13T22:43:45,159 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-11-13T22:43:45,164 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-11-13T22:43:45,168 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-11-13T22:43:45,173 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-11-13T22:43:45,178 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-11-13T22:43:45,182 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-11-13T22:43:45,187 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-11-13T22:43:45,192 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-11-13T22:43:45,197 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2025-11-13T22:43:45,199 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2025-11-13T22:43:45,204 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2025-11-13T22:43:45,209 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2025-11-13T22:43:45,214 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2025-11-13T22:43:45,218 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2025-11-13T22:43:45,223 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2025-11-13T22:43:45,229 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2025-11-13T22:43:45,234 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2025-11-13T22:43:45,240 adding 'snowflake/ml/modeling/decomposition/pca.py' 2025-11-13T22:43:45,245 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2025-11-13T22:43:45,249 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2025-11-13T22:43:45,251 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2025-11-13T22:43:45,256 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2025-11-13T22:43:45,261 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2025-11-13T22:43:45,263 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2025-11-13T22:43:45,267 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2025-11-13T22:43:45,272 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2025-11-13T22:43:45,277 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2025-11-13T22:43:45,282 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2025-11-13T22:43:45,287 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2025-11-13T22:43:45,293 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2025-11-13T22:43:45,299 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2025-11-13T22:43:45,304 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2025-11-13T22:43:45,310 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2025-11-13T22:43:45,316 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2025-11-13T22:43:45,321 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2025-11-13T22:43:45,327 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2025-11-13T22:43:45,332 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2025-11-13T22:43:45,337 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2025-11-13T22:43:45,342 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2025-11-13T22:43:45,347 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2025-11-13T22:43:45,349 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2025-11-13T22:43:45,353 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2025-11-13T22:43:45,358 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2025-11-13T22:43:45,363 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2025-11-13T22:43:45,367 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2025-11-13T22:43:45,372 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2025-11-13T22:43:45,376 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2025-11-13T22:43:45,381 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2025-11-13T22:43:45,386 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2025-11-13T22:43:45,389 adding 'snowflake/ml/modeling/framework/_utils.py' 2025-11-13T22:43:45,393 adding 'snowflake/ml/modeling/framework/base.py' 2025-11-13T22:43:45,395 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2025-11-13T22:43:45,400 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-11-13T22:43:45,405 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-11-13T22:43:45,407 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-11-13T22:43:45,412 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-11-13T22:43:45,417 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-11-13T22:43:45,421 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-11-13T22:43:45,424 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-11-13T22:43:45,426 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-11-13T22:43:45,430 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-11-13T22:43:45,435 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-11-13T22:43:45,440 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-11-13T22:43:45,444 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-11-13T22:43:45,449 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-11-13T22:43:45,451 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-11-13T22:43:45,455 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-11-13T22:43:45,457 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-11-13T22:43:45,462 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-11-13T22:43:45,466 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-11-13T22:43:45,469 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-11-13T22:43:45,473 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-11-13T22:43:45,478 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-11-13T22:43:45,483 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-11-13T22:43:45,488 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-11-13T22:43:45,493 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-11-13T22:43:45,497 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-11-13T22:43:45,502 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-11-13T22:43:45,507 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-11-13T22:43:45,512 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-11-13T22:43:45,517 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-11-13T22:43:45,522 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-11-13T22:43:45,527 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-11-13T22:43:45,531 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-11-13T22:43:45,536 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-11-13T22:43:45,541 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-11-13T22:43:45,547 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-11-13T22:43:45,552 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-11-13T22:43:45,557 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-11-13T22:43:45,561 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-11-13T22:43:45,566 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-11-13T22:43:45,571 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-11-13T22:43:45,576 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-11-13T22:43:45,581 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-11-13T22:43:45,586 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-11-13T22:43:45,591 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-11-13T22:43:45,596 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-11-13T22:43:45,601 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-11-13T22:43:45,606 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-11-13T22:43:45,611 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-11-13T22:43:45,616 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-11-13T22:43:45,622 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-11-13T22:43:45,627 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-11-13T22:43:45,632 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-11-13T22:43:45,637 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-11-13T22:43:45,642 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-11-13T22:43:45,644 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-11-13T22:43:45,648 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-11-13T22:43:45,653 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-11-13T22:43:45,658 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-11-13T22:43:45,663 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-11-13T22:43:45,665 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-11-13T22:43:45,672 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-11-13T22:43:45,674 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-11-13T22:43:45,675 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-11-13T22:43:45,677 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-11-13T22:43:45,679 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-11-13T22:43:45,682 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-11-13T22:43:45,684 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-11-13T22:43:45,689 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-11-13T22:43:45,694 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-11-13T22:43:45,696 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-11-13T22:43:45,699 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-11-13T22:43:45,703 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-11-13T22:43:45,705 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-11-13T22:43:45,709 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-11-13T22:43:45,714 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-11-13T22:43:45,719 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-11-13T22:43:45,721 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-11-13T22:43:45,725 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-11-13T22:43:45,730 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-11-13T22:43:45,735 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-11-13T22:43:45,739 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2025-11-13T22:43:45,744 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2025-11-13T22:43:45,746 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2025-11-13T22:43:45,751 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2025-11-13T22:43:45,755 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2025-11-13T22:43:45,760 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2025-11-13T22:43:45,765 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2025-11-13T22:43:45,770 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2025-11-13T22:43:45,775 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2025-11-13T22:43:45,780 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2025-11-13T22:43:45,785 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2025-11-13T22:43:45,790 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-11-13T22:43:45,792 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-11-13T22:43:45,796 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-11-13T22:43:45,802 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-11-13T22:43:45,807 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-11-13T22:43:45,809 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-11-13T22:43:45,811 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-11-13T22:43:45,812 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-11-13T22:43:45,814 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-11-13T22:43:45,818 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-11-13T22:43:45,820 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-11-13T22:43:45,821 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-11-13T22:43:45,824 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-11-13T22:43:45,825 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-11-13T22:43:45,827 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-11-13T22:43:45,829 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-11-13T22:43:45,831 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-11-13T22:43:45,839 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-11-13T22:43:45,843 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-11-13T22:43:45,848 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-11-13T22:43:45,850 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-11-13T22:43:45,852 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-11-13T22:43:45,854 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-11-13T22:43:45,858 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-11-13T22:43:45,863 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-11-13T22:43:45,865 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-11-13T22:43:45,870 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-11-13T22:43:45,875 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-11-13T22:43:45,880 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-11-13T22:43:45,885 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-11-13T22:43:45,890 adding 'snowflake/ml/modeling/svm/svc.py' 2025-11-13T22:43:45,895 adding 'snowflake/ml/modeling/svm/svr.py' 2025-11-13T22:43:45,897 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-11-13T22:43:45,902 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-11-13T22:43:45,907 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-11-13T22:43:45,912 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-11-13T22:43:45,918 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-11-13T22:43:45,920 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-11-13T22:43:45,925 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-11-13T22:43:45,931 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-11-13T22:43:45,938 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-11-13T22:43:45,944 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-11-13T22:43:45,958 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-11-13T22:43:45,959 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-11-13T22:43:45,961 adding 'snowflake/ml/monitoring/shap.py' 2025-11-13T22:43:45,963 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-11-13T22:43:45,965 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-11-13T22:43:45,966 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-11-13T22:43:45,968 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-11-13T22:43:45,970 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-11-13T22:43:45,972 adding 'snowflake/ml/registry/__init__.py' 2025-11-13T22:43:45,975 adding 'snowflake/ml/registry/registry.py' 2025-11-13T22:43:45,978 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-11-13T22:43:45,981 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-11-13T22:43:45,983 adding 'snowflake/ml/utils/authentication.py' 2025-11-13T22:43:45,985 adding 'snowflake/ml/utils/connection_params.py' 2025-11-13T22:43:45,986 adding 'snowflake/ml/utils/html_utils.py' 2025-11-13T22:43:45,988 adding 'snowflake/ml/utils/sparse.py' 2025-11-13T22:43:45,989 adding 'snowflake/ml/utils/sql_client.py' 2025-11-13T22:43:45,993 adding 'snowflake_ml_python-1.19.0.dist-info/licenses/LICENSE.txt' 2025-11-13T22:43:46,006 adding 'snowflake_ml_python-1.19.0.dist-info/METADATA' 2025-11-13T22:43:46,008 adding 'snowflake_ml_python-1.19.0.dist-info/WHEEL' 2025-11-13T22:43:46,009 adding 'snowflake_ml_python-1.19.0.dist-info/top_level.txt' 2025-11-13T22:43:46,016 adding 'snowflake_ml_python-1.19.0.dist-info/RECORD' 2025-11-13T22:43:46,048 removing build/bdist.linux-armv7l/wheel 2025-11-13T22:43:46,269 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-11-13T22:43:46,324 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.19.0-py3-none-any.whl size=2200711 sha256=f7f705d19870cf86439bf9bdd594ceffbc1c2a0eca20dce88012ad80b7158a59 2025-11-13T22:43:46,325 Stored in directory: /tmp/pip-ephem-wheel-cache-nko5m8ki/wheels/54/3f/81/a5c296ccb0732d76ce05e58b80b474b27e0617ece2c3480291 2025-11-13T22:43:46,378 Successfully built snowflake-ml-python 2025-11-13T22:43:46,440 Removed build tracker: '/tmp/pip-build-tracker-j3dquglu'