2025-10-17T01:02:06,344 Created temporary directory: /tmp/pip-ephem-wheel-cache-vmvuncfq 2025-10-17T01:02:06,346 Created temporary directory: /tmp/pip-build-tracker-siw7nsu7 2025-10-17T01:02:06,347 Initialized build tracking at /tmp/pip-build-tracker-siw7nsu7 2025-10-17T01:02:06,347 Created build tracker: /tmp/pip-build-tracker-siw7nsu7 2025-10-17T01:02:06,347 Entered build tracker: /tmp/pip-build-tracker-siw7nsu7 2025-10-17T01:02:06,348 Created temporary directory: /tmp/pip-wheel-4po0uvg8 2025-10-17T01:02:06,351 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 2025-10-17T01:02:06,353 Created temporary directory: /tmp/pip-ephem-wheel-cache-cc1qhqnx 2025-10-17T01:02:06,375 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-10-17T01:02:06,379 2 location(s) to search for versions of snowflake-ml-python: 2025-10-17T01:02:06,379 * https://pypi.org/simple/snowflake-ml-python/ 2025-10-17T01:02:06,379 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-10-17T01:02:06,380 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-10-17T01:02:06,380 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-10-17T01:02:06,382 Found index url https://pypi.org/simple 2025-10-17T01:02:06,595 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-10-17T01:02:06,612 Skipping link: No binaries permitted for snowflake-ml-python: 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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) 2025-10-17T01:02:06,860 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) 2025-10-17T01:02:06,860 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) 2025-10-17T01:02:06,861 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) 2025-10-17T01:02:06,861 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) 2025-10-17T01:02:06,862 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) 2025-10-17T01:02:06,862 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) 2025-10-17T01:02:06,863 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) 2025-10-17T01:02:06,863 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) 2025-10-17T01:02:06,864 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) 2025-10-17T01:02:06,864 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) 2025-10-17T01:02:06,865 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) 2025-10-17T01:02:06,865 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) 2025-10-17T01:02:06,866 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) 2025-10-17T01:02:06,866 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) 2025-10-17T01:02:06,867 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) 2025-10-17T01:02:06,868 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) 2025-10-17T01:02:06,868 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) 2025-10-17T01:02:06,869 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) 2025-10-17T01:02:06,869 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-10-17T01:02:06,870 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-10-17T01:02:06,891 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-10-17T01:02:06,909 Collecting snowflake-ml-python==1.17.0 2025-10-17T01:02:06,911 Created temporary directory: /tmp/pip-unpack-t_rew4jm 2025-10-17T01:02:07,045 Downloading snowflake_ml_python-1.17.0.tar.gz (1.9 MB) 2025-10-17T01:02:08,556 Added snowflake-ml-python==1.17.0 from https://files.pythonhosted.org/packages/63/94/a4c41aa66bc640636f992a7896bf2eecdabdae72fc3fb1cbaa1c03a229b5/snowflake_ml_python-1.17.0.tar.gz to build tracker '/tmp/pip-build-tracker-siw7nsu7' 2025-10-17T01:02:08,561 Created temporary directory: /tmp/pip-build-env-gpdv9x5a 2025-10-17T01:02:08,566 Installing build dependencies: started 2025-10-17T01:02:08,567 Running command pip subprocess to install build dependencies 2025-10-17T01:02:09,693 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-10-17T01:02:10,291 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 2025-10-17T01:02:10,313 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-10-17T01:02:12,057 Collecting setuptools>=61.0 2025-10-17T01:02:12,141 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-10-17T01:02:15,208 Installing collected packages: setuptools 2025-10-17T01:02:18,888 Successfully installed setuptools-80.9.0 2025-10-17T01:02:19,154 Installing build dependencies: finished with status 'done' 2025-10-17T01:02:19,160 Getting requirements to build wheel: started 2025-10-17T01:02:19,162 Running command Getting requirements to build wheel 2025-10-17T01:02:19,841 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-17T01:02:19,841 !! 2025-10-17T01:02:19,843 ******************************************************************************** 2025-10-17T01:02:19,844 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). 2025-10-17T01:02:19,845 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-17T01:02:19,846 or your builds will no longer be supported. 2025-10-17T01:02:19,847 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:19,847 ******************************************************************************** 2025-10-17T01:02:19,848 !! 2025-10-17T01:02:19,849 corresp(dist, value, root_dir) 2025-10-17T01:02:19,944 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-17T01:02:19,945 !! 2025-10-17T01:02:19,946 ******************************************************************************** 2025-10-17T01:02:19,946 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-17T01:02:19,948 License :: OSI Approved :: Apache Software License 2025-10-17T01:02:19,949 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:19,949 ******************************************************************************** 2025-10-17T01:02:19,950 !! 2025-10-17T01:02:19,951 dist._finalize_license_expression() 2025-10-17T01:02:19,962 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-17T01:02:19,963 !! 2025-10-17T01:02:19,964 ******************************************************************************** 2025-10-17T01:02:19,965 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-17T01:02:19,966 License :: OSI Approved :: Apache Software License 2025-10-17T01:02:19,967 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:19,968 ******************************************************************************** 2025-10-17T01:02:19,969 !! 2025-10-17T01:02:19,969 self._finalize_license_expression() 2025-10-17T01:02:19,970 running egg_info 2025-10-17T01:02:19,977 writing snowflake_ml_python.egg-info/PKG-INFO 2025-10-17T01:02:20,000 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-10-17T01:02:20,016 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-10-17T01:02:20,017 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-10-17T01:02:20,226 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:20,251 adding license file 'LICENSE.txt' 2025-10-17T01:02:20,280 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:20,379 Getting requirements to build wheel: finished with status 'done' 2025-10-17T01:02:20,382 Created temporary directory: /tmp/pip-modern-metadata-phnqqdkm 2025-10-17T01:02:20,384 Preparing metadata (pyproject.toml): started 2025-10-17T01:02:20,386 Running command Preparing metadata (pyproject.toml) 2025-10-17T01:02:21,016 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-17T01:02:21,016 !! 2025-10-17T01:02:21,018 ******************************************************************************** 2025-10-17T01:02:21,018 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). 2025-10-17T01:02:21,022 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-17T01:02:21,023 or your builds will no longer be supported. 2025-10-17T01:02:21,024 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:21,025 ******************************************************************************** 2025-10-17T01:02:21,026 !! 2025-10-17T01:02:21,026 corresp(dist, value, root_dir) 2025-10-17T01:02:21,114 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-17T01:02:21,115 !! 2025-10-17T01:02:21,116 ******************************************************************************** 2025-10-17T01:02:21,117 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-17T01:02:21,117 License :: OSI Approved :: Apache Software License 2025-10-17T01:02:21,118 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:21,119 ******************************************************************************** 2025-10-17T01:02:21,120 !! 2025-10-17T01:02:21,120 dist._finalize_license_expression() 2025-10-17T01:02:21,133 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-17T01:02:21,133 !! 2025-10-17T01:02:21,134 ******************************************************************************** 2025-10-17T01:02:21,135 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-17T01:02:21,135 License :: OSI Approved :: Apache Software License 2025-10-17T01:02:21,136 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:21,137 ******************************************************************************** 2025-10-17T01:02:21,138 !! 2025-10-17T01:02:21,139 self._finalize_license_expression() 2025-10-17T01:02:21,140 running dist_info 2025-10-17T01:02:21,152 creating /tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info 2025-10-17T01:02:21,153 writing /tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/PKG-INFO 2025-10-17T01:02:21,176 writing dependency_links to /tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/dependency_links.txt 2025-10-17T01:02:21,191 writing requirements to /tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/requires.txt 2025-10-17T01:02:21,192 writing top-level names to /tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/top_level.txt 2025-10-17T01:02:21,194 writing manifest file '/tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:21,370 reading manifest file '/tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:21,372 adding license file 'LICENSE.txt' 2025-10-17T01:02:21,395 writing manifest file '/tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:21,397 creating '/tmp/pip-modern-metadata-phnqqdkm/snowflake_ml_python-1.17.0.dist-info' 2025-10-17T01:02:21,525 Preparing metadata (pyproject.toml): finished with status 'done' 2025-10-17T01:02:21,538 Source in /tmp/pip-wheel-4po0uvg8/snowflake-ml-python_56f8c994658d4a02a8ad87c629dda4b5 has version 1.17.0, which satisfies requirement snowflake-ml-python==1.17.0 from https://files.pythonhosted.org/packages/63/94/a4c41aa66bc640636f992a7896bf2eecdabdae72fc3fb1cbaa1c03a229b5/snowflake_ml_python-1.17.0.tar.gz 2025-10-17T01:02:21,539 Removed snowflake-ml-python==1.17.0 from https://files.pythonhosted.org/packages/63/94/a4c41aa66bc640636f992a7896bf2eecdabdae72fc3fb1cbaa1c03a229b5/snowflake_ml_python-1.17.0.tar.gz from build tracker '/tmp/pip-build-tracker-siw7nsu7' 2025-10-17T01:02:21,561 Created temporary directory: /tmp/pip-unpack-xbqcpuwx 2025-10-17T01:02:21,562 Building wheels for collected packages: snowflake-ml-python 2025-10-17T01:02:21,566 Created temporary directory: /tmp/pip-wheel-08g20xv1 2025-10-17T01:02:21,567 Destination directory: /tmp/pip-wheel-08g20xv1 2025-10-17T01:02:21,569 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-10-17T01:02:21,570 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-10-17T01:02:22,168 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-17T01:02:22,169 !! 2025-10-17T01:02:22,170 ******************************************************************************** 2025-10-17T01:02:22,171 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). 2025-10-17T01:02:22,171 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-17T01:02:22,172 or your builds will no longer be supported. 2025-10-17T01:02:22,173 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:22,174 ******************************************************************************** 2025-10-17T01:02:22,175 !! 2025-10-17T01:02:22,175 corresp(dist, value, root_dir) 2025-10-17T01:02:22,260 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-17T01:02:22,260 !! 2025-10-17T01:02:22,261 ******************************************************************************** 2025-10-17T01:02:22,262 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-17T01:02:22,263 License :: OSI Approved :: Apache Software License 2025-10-17T01:02:22,264 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:22,265 ******************************************************************************** 2025-10-17T01:02:22,266 !! 2025-10-17T01:02:22,267 dist._finalize_license_expression() 2025-10-17T01:02:22,279 /tmp/pip-build-env-gpdv9x5a/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-17T01:02:22,280 !! 2025-10-17T01:02:22,281 ******************************************************************************** 2025-10-17T01:02:22,282 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-17T01:02:22,283 License :: OSI Approved :: Apache Software License 2025-10-17T01:02:22,284 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-17T01:02:22,285 ******************************************************************************** 2025-10-17T01:02:22,286 !! 2025-10-17T01:02:22,287 self._finalize_license_expression() 2025-10-17T01:02:22,287 running bdist_wheel 2025-10-17T01:02:22,303 running build 2025-10-17T01:02:22,303 running build_py 2025-10-17T01:02:22,310 creating build/lib/snowflake/ml 2025-10-17T01:02:22,313 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-10-17T01:02:22,316 creating build/lib/snowflake/cortex 2025-10-17T01:02:22,317 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,319 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,321 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,323 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,325 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,327 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,330 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,333 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,336 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,337 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,339 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,341 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-10-17T01:02:22,343 creating build/lib/snowflake/ml/registry 2025-10-17T01:02:22,344 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-10-17T01:02:22,347 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-10-17T01:02:22,350 creating build/lib/snowflake/ml/data 2025-10-17T01:02:22,351 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-10-17T01:02:22,353 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-10-17T01:02:22,355 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-10-17T01:02:22,357 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-10-17T01:02:22,359 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-10-17T01:02:22,361 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-10-17T01:02:22,364 creating build/lib/snowflake/ml/utils 2025-10-17T01:02:22,365 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-10-17T01:02:22,367 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-10-17T01:02:22,369 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-10-17T01:02:22,371 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-10-17T01:02:22,373 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-10-17T01:02:22,376 creating build/lib/snowflake/ml/feature_store 2025-10-17T01:02:22,377 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-10-17T01:02:22,381 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-10-17T01:02:22,386 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-10-17T01:02:22,388 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-10-17T01:02:22,390 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-10-17T01:02:22,393 creating build/lib/snowflake/ml/model 2025-10-17T01:02:22,394 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,396 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,398 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,399 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,402 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,404 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,407 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,409 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,411 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,414 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-10-17T01:02:22,417 creating build/lib/snowflake/ml/experiment 2025-10-17T01:02:22,418 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-10-17T01:02:22,420 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-10-17T01:02:22,422 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-10-17T01:02:22,425 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-10-17T01:02:22,427 creating build/lib/snowflake/ml/fileset 2025-10-17T01:02:22,428 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-10-17T01:02:22,431 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-10-17T01:02:22,433 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-10-17T01:02:22,435 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-10-17T01:02:22,438 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-10-17T01:02:22,441 creating build/lib/snowflake/ml/monitoring 2025-10-17T01:02:22,442 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-10-17T01:02:22,444 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-10-17T01:02:22,446 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-10-17T01:02:22,450 creating build/lib/snowflake/ml/jobs 2025-10-17T01:02:22,451 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-10-17T01:02:22,453 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-10-17T01:02:22,456 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-10-17T01:02:22,458 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-10-17T01:02:22,461 creating build/lib/snowflake/ml/dataset 2025-10-17T01:02:22,462 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-10-17T01:02:22,465 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-10-17T01:02:22,467 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-10-17T01:02:22,469 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-10-17T01:02:22,472 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-10-17T01:02:22,475 creating build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,476 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,478 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,480 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,483 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,486 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,488 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,490 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,492 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,494 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:22,497 creating build/lib/snowflake/ml/lineage 2025-10-17T01:02:22,498 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-10-17T01:02:22,500 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-10-17T01:02:22,503 creating build/lib/snowflake/ml/registry/_manager 2025-10-17T01:02:22,504 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-10-17T01:02:22,507 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-10-17T01:02:22,511 creating build/lib/snowflake/ml/data/_internal 2025-10-17T01:02:22,512 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-10-17T01:02:22,515 creating build/lib/snowflake/ml/feature_store/examples 2025-10-17T01:02:22,516 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-10-17T01:02:22,519 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-17T01:02:22,520 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-17T01:02:22,523 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-17T01:02:22,524 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-17T01:02:22,526 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-17T01:02:22,527 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-17T01:02:22,530 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-17T01:02:22,531 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-17T01:02:22,533 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-17T01:02:22,534 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-17T01:02:22,537 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-17T01:02:22,539 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-17T01:02:22,540 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 2025-10-17T01:02:22,542 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 2025-10-17T01:02:22,544 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-17T01:02:22,546 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 2025-10-17T01:02:22,548 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 2025-10-17T01:02:22,550 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-17T01:02:22,551 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-17T01:02:22,553 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-17T01:02:22,556 creating build/lib/snowflake/ml/model/_packager 2025-10-17T01:02:22,557 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-10-17T01:02:22,559 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-10-17T01:02:22,561 creating build/lib/snowflake/ml/model/_model_composer 2025-10-17T01:02:22,563 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-10-17T01:02:22,566 creating build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,567 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,569 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,571 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,574 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,576 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,579 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,581 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,583 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,586 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,588 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-10-17T01:02:22,591 creating build/lib/snowflake/ml/model/models 2025-10-17T01:02:22,592 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-10-17T01:02:22,595 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:22,596 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:22,599 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:22,601 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:22,604 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,605 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,607 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,610 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,613 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,616 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,618 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,621 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,623 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,626 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,628 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,631 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,633 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,636 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,638 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,641 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:22,644 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-17T01:02:22,645 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-17T01:02:22,647 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-17T01:02:22,650 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-17T01:02:22,651 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-17T01:02:22,653 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-17T01:02:22,655 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-17T01:02:22,657 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:22,658 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:22,660 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:22,662 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:22,664 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:22,666 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:22,668 creating build/lib/snowflake/ml/model/_packager/model_env 2025-10-17T01:02:22,669 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-10-17T01:02:22,672 creating build/lib/snowflake/ml/model/_packager/model_task 2025-10-17T01:02:22,673 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-10-17T01:02:22,676 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:22,677 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:22,679 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:22,681 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:22,683 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:22,686 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-17T01:02:22,687 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-17T01:02:22,689 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-17T01:02:22,692 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-10-17T01:02:22,693 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-10-17T01:02:22,696 creating build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,698 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,700 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,703 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,706 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,708 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,710 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-17T01:02:22,713 creating build/lib/snowflake/ml/model/_client/ops 2025-10-17T01:02:22,714 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-17T01:02:22,716 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-17T01:02:22,719 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-17T01:02:22,723 creating build/lib/snowflake/ml/model/_client/model 2025-10-17T01:02:22,724 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-10-17T01:02:22,726 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2025-10-17T01:02:22,728 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-10-17T01:02:22,731 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-10-17T01:02:22,734 creating build/lib/snowflake/ml/model/_client/service 2025-10-17T01:02:22,736 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-10-17T01:02:22,738 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-10-17T01:02:22,741 creating build/lib/snowflake/ml/experiment/callback 2025-10-17T01:02:22,742 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-10-17T01:02:22,744 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-10-17T01:02:22,746 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-10-17T01:02:22,749 creating build/lib/snowflake/ml/experiment/_client 2025-10-17T01:02:22,750 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-10-17T01:02:22,752 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-10-17T01:02:22,755 creating build/lib/snowflake/ml/experiment/_entities 2025-10-17T01:02:22,756 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-17T01:02:22,758 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-17T01:02:22,760 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-17T01:02:22,762 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-17T01:02:22,764 creating build/lib/snowflake/ml/monitoring/_client 2025-10-17T01:02:22,765 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-10-17T01:02:22,769 creating build/lib/snowflake/ml/monitoring/_manager 2025-10-17T01:02:22,770 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-10-17T01:02:22,773 creating build/lib/snowflake/ml/monitoring/entities 2025-10-17T01:02:22,774 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-10-17T01:02:22,777 creating build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,779 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,781 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,784 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,787 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,789 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,791 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,794 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-17T01:02:22,798 creating build/lib/snowflake/ml/modeling/calibration 2025-10-17T01:02:22,799 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-10-17T01:02:22,802 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-10-17T01:02:22,806 creating build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,807 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,810 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,814 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,819 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,822 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,825 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,828 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,833 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,836 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,839 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,842 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,845 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,849 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,851 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,854 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,859 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,862 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,866 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,869 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,873 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,876 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,880 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,884 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,887 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,890 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,893 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,896 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,899 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,902 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,906 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,909 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,912 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,915 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,918 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,922 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,925 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-17T01:02:22,929 creating build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,930 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,933 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,938 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,940 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,943 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,947 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,951 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,955 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,958 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-17T01:02:22,962 creating build/lib/snowflake/ml/modeling/mixture 2025-10-17T01:02:22,964 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-17T01:02:22,967 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-17T01:02:22,970 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-17T01:02:22,973 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:22,975 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:22,978 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:22,981 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:22,985 creating build/lib/snowflake/ml/modeling/tree 2025-10-17T01:02:22,986 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-10-17T01:02:22,991 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-10-17T01:02:22,995 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-10-17T01:02:22,997 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-10-17T01:02:23,001 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-10-17T01:02:23,006 creating build/lib/snowflake/ml/modeling/model_selection 2025-10-17T01:02:23,007 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-17T01:02:23,011 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-17T01:02:23,013 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-17T01:02:23,018 creating build/lib/snowflake/ml/modeling/framework 2025-10-17T01:02:23,019 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-10-17T01:02:23,022 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-10-17T01:02:23,026 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:23,028 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:23,031 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:23,035 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:23,040 creating build/lib/snowflake/ml/modeling/xgboost 2025-10-17T01:02:23,041 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-17T01:02:23,046 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-17T01:02:23,050 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-17T01:02:23,052 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-17T01:02:23,056 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-17T01:02:23,062 creating build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,063 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,067 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,071 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,075 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,079 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,082 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,086 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,090 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,093 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,096 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-17T01:02:23,100 creating build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,101 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,105 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,108 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,111 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,115 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,118 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,120 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,124 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,127 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,130 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,133 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,137 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,140 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,143 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-17T01:02:23,147 creating build/lib/snowflake/ml/modeling/parameters 2025-10-17T01:02:23,148 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-17T01:02:23,150 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-17T01:02:23,152 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-17T01:02:23,154 creating build/lib/snowflake/ml/modeling/pipeline 2025-10-17T01:02:23,155 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-10-17T01:02:23,158 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-10-17T01:02:23,162 creating build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,163 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,167 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,172 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,176 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,179 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,182 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,186 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,190 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,194 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:23,197 creating build/lib/snowflake/ml/modeling/lightgbm 2025-10-17T01:02:23,198 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-17T01:02:23,200 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-17T01:02:23,204 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-17T01:02:23,209 creating build/lib/snowflake/ml/modeling/compose 2025-10-17T01:02:23,210 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-10-17T01:02:23,213 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-10-17T01:02:23,217 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-10-17T01:02:23,221 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:23,222 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:23,226 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:23,228 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:23,231 creating build/lib/snowflake/ml/modeling/neural_network 2025-10-17T01:02:23,232 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-17T01:02:23,236 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-17T01:02:23,239 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-17T01:02:23,241 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-17T01:02:23,245 creating build/lib/snowflake/ml/modeling/impute 2025-10-17T01:02:23,246 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-17T01:02:23,250 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-10-17T01:02:23,252 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-17T01:02:23,255 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-10-17T01:02:23,258 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-17T01:02:23,262 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,263 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,267 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,268 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,272 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,275 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,279 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:23,283 creating build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,284 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,286 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,288 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,291 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,293 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,295 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-17T01:02:23,298 creating build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,299 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,302 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,306 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,309 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,313 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,317 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,320 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,322 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,326 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,330 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,333 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,337 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,340 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,343 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,347 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,350 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,354 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-17T01:02:23,358 creating build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,359 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,362 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,364 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,366 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,368 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,371 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,373 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,377 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,379 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,382 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,385 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,387 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:23,390 creating build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,391 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,395 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,397 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,400 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,402 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,406 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,409 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-17T01:02:23,412 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-17T01:02:23,413 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-17T01:02:23,416 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-17T01:02:23,419 creating build/lib/snowflake/ml/modeling/manifold 2025-10-17T01:02:23,420 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-17T01:02:23,423 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-17T01:02:23,424 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-17T01:02:23,428 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-17T01:02:23,431 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-17T01:02:23,434 creating build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,435 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,439 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,442 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,445 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,448 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,450 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,453 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,456 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,459 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,462 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,466 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-17T01:02:23,470 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,471 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,474 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,476 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,479 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,482 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,486 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:23,489 creating build/lib/snowflake/ml/modeling/multiclass 2025-10-17T01:02:23,490 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-17T01:02:23,494 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-17T01:02:23,496 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-17T01:02:23,499 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-17T01:02:23,503 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:23,504 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:23,506 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:23,509 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:23,512 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:23,515 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:23,518 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-17T01:02:23,519 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-17T01:02:23,522 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-17T01:02:23,525 creating build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,526 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,527 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,530 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,533 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,535 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,537 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,539 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,542 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,544 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,546 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-17T01:02:23,549 creating build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,550 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,552 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,553 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,556 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,558 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,559 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,562 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,564 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-17T01:02:23,567 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:23,568 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:23,571 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:23,573 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:23,575 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:23,577 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:23,580 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:23,581 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:23,583 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:23,586 creating build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,587 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,589 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,592 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,594 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,597 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,599 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,601 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,603 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,605 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,607 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,610 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,612 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,614 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,616 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,618 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,620 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,622 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-17T01:02:23,625 creating build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,626 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,628 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,630 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,632 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,634 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,636 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,637 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,639 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,641 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-17T01:02:23,643 creating build/lib/snowflake/ml/_internal/lineage 2025-10-17T01:02:23,644 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-10-17T01:02:23,647 running egg_info 2025-10-17T01:02:23,658 writing snowflake_ml_python.egg-info/PKG-INFO 2025-10-17T01:02:23,681 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-10-17T01:02:23,696 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-10-17T01:02:23,697 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-10-17T01:02:23,856 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:23,881 adding license file 'LICENSE.txt' 2025-10-17T01:02:23,910 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-17T01:02:24,016 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-10-17T01:02:24,041 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-10-17T01:02:24,048 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-17T01:02:24,051 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,052 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,054 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,056 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,058 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,060 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,062 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-17T01:02:24,065 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-17T01:02:24,068 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-17T01:02:24,091 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:24,093 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:24,095 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:24,111 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-10-17T01:02:24,112 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-10-17T01:02:24,114 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-10-17T01:02:24,211 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:24,213 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:24,278 installing to build/bdist.linux-armv7l/wheel 2025-10-17T01:02:24,278 running install 2025-10-17T01:02:24,302 running install_lib 2025-10-17T01:02:24,308 creating build/bdist.linux-armv7l/wheel 2025-10-17T01:02:24,310 creating build/bdist.linux-armv7l/wheel/snowflake 2025-10-17T01:02:24,312 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-10-17T01:02:24,313 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-10-17T01:02:24,314 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-10-17T01:02:24,318 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-10-17T01:02:24,320 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-10-17T01:02:24,321 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-10-17T01:02:24,324 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-10-17T01:02:24,328 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-10-17T01:02:24,329 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-17T01:02:24,331 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-17T01:02:24,333 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-17T01:02:24,335 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-17T01:02:24,338 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-17T01:02:24,340 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-17T01:02:24,342 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-10-17T01:02:24,344 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-10-17T01:02:24,347 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-10-17T01:02:24,348 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-17T01:02:24,351 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-17T01:02:24,353 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-17T01:02:24,356 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-17T01:02:24,358 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-17T01:02:24,361 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-10-17T01:02:24,362 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-17T01:02:24,366 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-17T01:02:24,374 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-17T01:02:24,376 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-17T01:02:24,379 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-10-17T01:02:24,381 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-10-17T01:02:24,382 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-10-17T01:02:24,385 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-10-17T01:02:24,386 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 2025-10-17T01:02:24,389 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 2025-10-17T01:02:24,391 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-10-17T01:02:24,393 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-10-17T01:02:24,396 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,398 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 2025-10-17T01:02:24,400 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 2025-10-17T01:02:24,402 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-17T01:02:24,404 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 2025-10-17T01:02:24,407 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 2025-10-17T01:02:24,409 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-17T01:02:24,411 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 2025-10-17T01:02:24,414 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-17T01:02:24,415 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 2025-10-17T01:02:24,418 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 2025-10-17T01:02:24,420 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 2025-10-17T01:02:24,422 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-17T01:02:24,424 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 2025-10-17T01:02:24,426 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-17T01:02:24,428 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 2025-10-17T01:02:24,430 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 2025-10-17T01:02:24,432 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 2025-10-17T01:02:24,435 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-17T01:02:24,436 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 2025-10-17T01:02:24,439 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-17T01:02:24,440 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 2025-10-17T01:02:24,442 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 2025-10-17T01:02:24,444 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 2025-10-17T01:02:24,447 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-17T01:02:24,449 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-10-17T01:02:24,451 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-10-17T01:02:24,454 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:24,455 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:24,458 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:24,460 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-17T01:02:24,463 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,465 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,468 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,470 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,473 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,476 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,478 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,481 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,483 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,486 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,489 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,491 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,494 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,497 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,499 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,503 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-17T01:02:24,506 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-10-17T01:02:24,507 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 2025-10-17T01:02:24,509 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-10-17T01:02:24,512 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-10-17T01:02:24,514 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 2025-10-17T01:02:24,516 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 2025-10-17T01:02:24,518 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 2025-10-17T01:02:24,520 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-10-17T01:02:24,523 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-10-17T01:02:24,526 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-17T01:02:24,527 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 2025-10-17T01:02:24,530 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 2025-10-17T01:02:24,532 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 2025-10-17T01:02:24,534 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 2025-10-17T01:02:24,536 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 2025-10-17T01:02:24,538 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-10-17T01:02:24,540 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-10-17T01:02:24,543 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-10-17T01:02:24,545 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-10-17T01:02:24,548 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-10-17T01:02:24,550 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:24,551 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 2025-10-17T01:02:24,553 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 2025-10-17T01:02:24,556 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:24,558 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 2025-10-17T01:02:24,560 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-17T01:02:24,562 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 2025-10-17T01:02:24,565 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 2025-10-17T01:02:24,568 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-10-17T01:02:24,569 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 2025-10-17T01:02:24,572 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 2025-10-17T01:02:24,574 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-10-17T01:02:24,576 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 2025-10-17T01:02:24,578 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-10-17T01:02:24,582 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,585 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-10-17T01:02:24,586 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,588 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,591 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,593 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,596 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,598 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,601 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,604 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,606 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,609 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-17T01:02:24,612 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,614 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,616 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,620 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-10-17T01:02:24,621 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-10-17T01:02:24,623 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-17T01:02:24,625 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-17T01:02:24,628 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-17T01:02:24,631 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-17T01:02:24,633 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-17T01:02:24,636 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-17T01:02:24,638 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-10-17T01:02:24,640 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-17T01:02:24,642 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-17T01:02:24,646 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-17T01:02:24,650 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-10-17T01:02:24,652 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-17T01:02:24,654 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-17T01:02:24,656 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-17T01:02:24,660 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-17T01:02:24,663 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-10-17T01:02:24,664 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-10-17T01:02:24,667 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-10-17T01:02:24,671 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-10-17T01:02:24,672 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-10-17T01:02:24,675 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,678 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,680 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,683 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,685 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,688 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-17T01:02:24,690 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-10-17T01:02:24,692 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-10-17T01:02:24,694 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-17T01:02:24,696 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-17T01:02:24,699 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-17T01:02:24,701 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-17T01:02:24,703 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-17T01:02:24,706 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-10-17T01:02:24,707 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-10-17T01:02:24,709 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-10-17T01:02:24,711 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-17T01:02:24,714 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-17T01:02:24,716 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-10-17T01:02:24,717 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-17T01:02:24,719 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-17T01:02:24,721 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-17T01:02:24,723 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-17T01:02:24,725 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-10-17T01:02:24,726 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-17T01:02:24,729 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-17T01:02:24,731 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-17T01:02:24,734 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-17T01:02:24,736 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-17T01:02:24,739 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-10-17T01:02:24,740 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-17T01:02:24,743 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-10-17T01:02:24,744 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-10-17T01:02:24,745 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-10-17T01:02:24,747 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-10-17T01:02:24,749 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-10-17T01:02:24,752 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-10-17T01:02:24,753 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-10-17T01:02:24,756 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-10-17T01:02:24,757 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-10-17T01:02:24,759 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-17T01:02:24,761 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-17T01:02:24,765 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-10-17T01:02:24,766 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-10-17T01:02:24,768 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,770 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,773 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,776 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,777 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,780 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,783 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-17T01:02:24,786 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-10-17T01:02:24,787 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-10-17T01:02:24,790 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-10-17T01:02:24,793 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,794 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,797 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,800 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,804 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,807 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,810 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,813 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,816 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,819 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,822 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,826 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,829 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,832 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,833 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,837 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,840 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,843 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,846 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,849 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,852 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,856 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,859 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,862 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,865 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,868 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,871 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,874 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,877 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,880 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,884 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,887 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,890 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,893 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,896 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,899 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,903 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-17T01:02:24,906 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-10-17T01:02:24,907 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,911 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,914 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,916 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,919 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,922 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,925 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,928 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,932 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-17T01:02:24,935 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-10-17T01:02:24,936 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-17T01:02:24,940 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-17T01:02:24,942 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-17T01:02:24,946 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:24,947 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:24,950 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:24,952 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-17T01:02:24,955 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-10-17T01:02:24,956 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-17T01:02:24,960 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-17T01:02:24,963 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-17T01:02:24,965 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-17T01:02:24,968 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-17T01:02:24,972 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-10-17T01:02:24,973 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-17T01:02:24,976 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-17T01:02:24,978 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-17T01:02:24,982 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-10-17T01:02:24,983 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-10-17T01:02:24,985 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-10-17T01:02:24,988 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:24,989 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:24,991 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:24,995 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-17T01:02:24,999 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-10-17T01:02:25,000 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-17T01:02:25,003 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-17T01:02:25,006 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-17T01:02:25,008 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-17T01:02:25,011 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-17T01:02:25,015 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,016 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,019 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,022 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,025 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,028 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,030 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,033 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,037 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,040 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,044 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-17T01:02:25,047 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-10-17T01:02:25,048 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,052 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,056 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,059 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,062 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,065 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,067 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,070 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,073 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,076 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,080 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,083 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,086 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,089 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-17T01:02:25,093 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-10-17T01:02:25,094 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-17T01:02:25,096 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-17T01:02:25,098 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-17T01:02:25,100 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-10-17T01:02:25,101 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-10-17T01:02:25,103 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-10-17T01:02:25,107 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,108 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,111 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,114 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,117 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,119 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,122 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,126 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,129 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,133 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-17T01:02:25,136 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-10-17T01:02:25,138 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-17T01:02:25,140 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-17T01:02:25,143 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-17T01:02:25,147 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-10-17T01:02:25,148 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-17T01:02:25,149 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-17T01:02:25,152 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-17T01:02:25,156 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:25,157 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:25,160 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:25,162 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-17T01:02:25,166 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-10-17T01:02:25,167 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-17T01:02:25,171 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-17T01:02:25,174 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-17T01:02:25,176 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-17T01:02:25,180 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-10-17T01:02:25,181 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-17T01:02:25,185 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-17T01:02:25,186 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-17T01:02:25,190 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-17T01:02:25,193 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-17T01:02:25,196 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,197 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,201 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,202 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,206 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,211 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,215 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-17T01:02:25,220 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-10-17T01:02:25,221 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-17T01:02:25,225 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:25,226 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:25,229 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 2025-10-17T01:02:25,232 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:25,237 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-17T01:02:25,240 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 2025-10-17T01:02:25,243 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-17T01:02:25,246 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-10-17T01:02:25,247 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-10-17T01:02:25,250 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-10-17T01:02:25,253 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-17T01:02:25,256 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-17T01:02:25,258 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-17T01:02:25,261 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-17T01:02:25,264 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,265 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,269 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,273 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,277 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,282 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,288 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,292 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,295 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,300 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,305 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,310 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,315 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,320 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,325 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,329 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,333 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,337 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-17T01:02:25,342 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,344 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,347 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,350 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,352 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,355 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,358 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,361 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,364 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,367 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,372 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,376 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,378 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-17T01:02:25,382 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-10-17T01:02:25,384 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,388 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,392 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,396 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,398 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,404 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,410 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-17T01:02:25,419 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-10-17T01:02:25,422 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-10-17T01:02:25,429 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-10-17T01:02:25,433 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-10-17T01:02:25,435 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-17T01:02:25,443 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-17T01:02:25,446 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-17T01:02:25,451 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-17T01:02:25,459 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-17T01:02:25,468 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,470 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,478 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,484 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,490 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,528 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,531 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,538 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,584 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,629 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,677 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,680 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-17T01:02:25,729 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,730 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,734 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,736 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,740 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,743 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,747 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-17T01:02:25,751 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-10-17T01:02:25,752 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-17T01:02:25,758 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-17T01:02:25,761 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-17T01:02:25,765 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-17T01:02:25,769 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-10-17T01:02:25,770 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-17T01:02:25,772 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-17T01:02:25,778 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-10-17T01:02:25,779 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:25,996 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:25,998 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:26,000 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:26,002 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:26,004 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:26,007 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-17T01:02:26,009 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,011 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,014 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,016 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,018 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,020 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,022 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,024 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,026 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-17T01:02:26,028 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-17T01:02:26,029 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-17T01:02:26,033 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2025-10-17T01:02:26,034 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,036 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,037 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,039 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,041 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,043 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,045 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,048 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-17T01:02:26,051 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-10-17T01:02:26,052 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-17T01:02:26,054 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-17T01:02:26,056 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-17T01:02:26,058 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-17T01:02:26,060 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-17T01:02:26,063 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-10-17T01:02:26,064 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,066 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,069 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:26,070 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:26,072 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:26,074 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:26,076 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-17T01:02:26,077 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,081 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-10-17T01:02:26,081 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,084 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,086 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,088 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,090 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,092 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,094 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,097 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,098 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,101 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,102 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,104 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,106 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,108 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,110 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,112 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,114 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-17T01:02:26,117 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,118 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,120 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,122 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,123 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,126 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,128 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,129 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,131 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,133 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-17T01:02:26,135 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,137 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,139 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,141 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,143 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,144 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-17T01:02:26,147 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-10-17T01:02:26,148 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-10-17T01:02:26,151 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-10-17T01:02:26,152 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-10-17T01:02:26,154 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-10-17T01:02:26,156 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-10-17T01:02:26,158 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-10-17T01:02:26,159 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,161 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,163 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,165 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,167 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,168 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,171 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,173 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,176 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,178 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,179 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,181 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-17T01:02:26,183 running install_egg_info 2025-10-17T01:02:26,188 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.17.0-py3.11.egg-info 2025-10-17T01:02:26,202 running install_scripts 2025-10-17T01:02:26,215 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.17.0.dist-info/WHEEL 2025-10-17T01:02:26,219 creating '/tmp/pip-wheel-08g20xv1/.tmp-hmyuspq5/snowflake_ml_python-1.17.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-10-17T01:02:26,223 adding 'snowflake/cortex/__init__.py' 2025-10-17T01:02:26,225 adding 'snowflake/cortex/_classify_text.py' 2025-10-17T01:02:26,230 adding 'snowflake/cortex/_complete.py' 2025-10-17T01:02:26,232 adding 'snowflake/cortex/_embed_text_1024.py' 2025-10-17T01:02:26,234 adding 'snowflake/cortex/_embed_text_768.py' 2025-10-17T01:02:26,236 adding 'snowflake/cortex/_extract_answer.py' 2025-10-17T01:02:26,239 adding 'snowflake/cortex/_finetune.py' 2025-10-17T01:02:26,241 adding 'snowflake/cortex/_sentiment.py' 2025-10-17T01:02:26,243 adding 'snowflake/cortex/_sse_client.py' 2025-10-17T01:02:26,245 adding 'snowflake/cortex/_summarize.py' 2025-10-17T01:02:26,246 adding 'snowflake/cortex/_translate.py' 2025-10-17T01:02:26,248 adding 'snowflake/cortex/_util.py' 2025-10-17T01:02:26,251 adding 'snowflake/ml/version.py' 2025-10-17T01:02:26,253 adding 'snowflake/ml/_internal/env.py' 2025-10-17T01:02:26,260 adding 'snowflake/ml/_internal/env_utils.py' 2025-10-17T01:02:26,264 adding 'snowflake/ml/_internal/file_utils.py' 2025-10-17T01:02:26,266 adding 'snowflake/ml/_internal/init_utils.py' 2025-10-17T01:02:26,267 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-10-17T01:02:26,270 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-10-17T01:02:26,271 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-10-17T01:02:26,278 adding 'snowflake/ml/_internal/telemetry.py' 2025-10-17T01:02:26,280 adding 'snowflake/ml/_internal/type_utils.py' 2025-10-17T01:02:26,282 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-10-17T01:02:26,284 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-10-17T01:02:26,286 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-10-17T01:02:26,288 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-10-17T01:02:26,290 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-10-17T01:02:26,291 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-10-17T01:02:26,293 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-10-17T01:02:26,295 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-10-17T01:02:26,297 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-10-17T01:02:26,300 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-10-17T01:02:26,301 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-10-17T01:02:26,303 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-10-17T01:02:26,306 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-10-17T01:02:26,308 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-10-17T01:02:26,312 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-10-17T01:02:26,314 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-10-17T01:02:26,316 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-10-17T01:02:26,318 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-10-17T01:02:26,319 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-10-17T01:02:26,320 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-10-17T01:02:26,322 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-10-17T01:02:26,323 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-10-17T01:02:26,325 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-10-17T01:02:26,327 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-10-17T01:02:26,328 adding 'snowflake/ml/_internal/utils/result.py' 2025-10-17T01:02:26,330 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-10-17T01:02:26,331 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-10-17T01:02:26,333 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-10-17T01:02:26,334 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-10-17T01:02:26,336 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-10-17T01:02:26,337 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-10-17T01:02:26,338 adding 'snowflake/ml/data/__init__.py' 2025-10-17T01:02:26,340 adding 'snowflake/ml/data/data_connector.py' 2025-10-17T01:02:26,341 adding 'snowflake/ml/data/data_ingestor.py' 2025-10-17T01:02:26,342 adding 'snowflake/ml/data/data_source.py' 2025-10-17T01:02:26,344 adding 'snowflake/ml/data/ingestor_utils.py' 2025-10-17T01:02:26,345 adding 'snowflake/ml/data/torch_utils.py' 2025-10-17T01:02:26,347 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-10-17T01:02:26,349 adding 'snowflake/ml/dataset/__init__.py' 2025-10-17T01:02:26,351 adding 'snowflake/ml/dataset/dataset.py' 2025-10-17T01:02:26,353 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-10-17T01:02:26,354 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-10-17T01:02:26,356 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-10-17T01:02:26,357 adding 'snowflake/ml/experiment/__init__.py' 2025-10-17T01:02:26,359 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-10-17T01:02:26,361 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-10-17T01:02:26,362 adding 'snowflake/ml/experiment/utils.py' 2025-10-17T01:02:26,364 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-10-17T01:02:26,365 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-10-17T01:02:26,367 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-10-17T01:02:26,368 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-10-17T01:02:26,369 adding 'snowflake/ml/experiment/_entities/run.py' 2025-10-17T01:02:26,370 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-10-17T01:02:26,372 adding 'snowflake/ml/experiment/callback/keras.py' 2025-10-17T01:02:26,373 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-10-17T01:02:26,375 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-10-17T01:02:26,376 adding 'snowflake/ml/feature_store/__init__.py' 2025-10-17T01:02:26,378 adding 'snowflake/ml/feature_store/access_manager.py' 2025-10-17T01:02:26,380 adding 'snowflake/ml/feature_store/entity.py' 2025-10-17T01:02:26,394 adding 'snowflake/ml/feature_store/feature_store.py' 2025-10-17T01:02:26,399 adding 'snowflake/ml/feature_store/feature_view.py' 2025-10-17T01:02:26,402 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-10-17T01:02:26,404 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-10-17T01:02:26,405 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-10-17T01:02:26,407 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-10-17T01:02:26,408 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-10-17T01:02:26,410 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-10-17T01:02:26,411 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-10-17T01:02:26,413 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-10-17T01:02:26,414 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-10-17T01:02:26,416 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-10-17T01:02:26,417 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-10-17T01:02:26,419 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-10-17T01:02:26,420 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-10-17T01:02:26,422 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-10-17T01:02:26,423 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-10-17T01:02:26,424 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-10-17T01:02:26,425 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-10-17T01:02:26,427 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-10-17T01:02:26,428 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-10-17T01:02:26,429 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-10-17T01:02:26,431 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-10-17T01:02:26,432 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-10-17T01:02:26,434 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-10-17T01:02:26,437 adding 'snowflake/ml/fileset/fileset.py' 2025-10-17T01:02:26,439 adding 'snowflake/ml/fileset/sfcfs.py' 2025-10-17T01:02:26,441 adding 'snowflake/ml/fileset/snowfs.py' 2025-10-17T01:02:26,443 adding 'snowflake/ml/fileset/stage_fs.py' 2025-10-17T01:02:26,445 adding 'snowflake/ml/jobs/__init__.py' 2025-10-17T01:02:26,446 adding 'snowflake/ml/jobs/decorators.py' 2025-10-17T01:02:26,450 adding 'snowflake/ml/jobs/job.py' 2025-10-17T01:02:26,453 adding 'snowflake/ml/jobs/manager.py' 2025-10-17T01:02:26,454 adding 'snowflake/ml/jobs/_interop/__init__.py' 2025-10-17T01:02:26,456 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2025-10-17T01:02:26,457 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2025-10-17T01:02:26,460 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2025-10-17T01:02:26,461 adding 'snowflake/ml/jobs/_interop/legacy.py' 2025-10-17T01:02:26,464 adding 'snowflake/ml/jobs/_interop/protocols.py' 2025-10-17T01:02:26,465 adding 'snowflake/ml/jobs/_interop/results.py' 2025-10-17T01:02:26,466 adding 'snowflake/ml/jobs/_interop/utils.py' 2025-10-17T01:02:26,468 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-10-17T01:02:26,469 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-10-17T01:02:26,471 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-10-17T01:02:26,472 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-10-17T01:02:26,476 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-10-17T01:02:26,477 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-10-17T01:02:26,478 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-10-17T01:02:26,481 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-10-17T01:02:26,482 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-10-17T01:02:26,483 adding 'snowflake/ml/jobs/_utils/types.py' 2025-10-17T01:02:26,485 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-10-17T01:02:26,487 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-10-17T01:02:26,489 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-10-17T01:02:26,491 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-10-17T01:02:26,493 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-10-17T01:02:26,494 adding 'snowflake/ml/lineage/__init__.py' 2025-10-17T01:02:26,496 adding 'snowflake/ml/lineage/lineage_node.py' 2025-10-17T01:02:26,498 adding 'snowflake/ml/model/__init__.py' 2025-10-17T01:02:26,500 adding 'snowflake/ml/model/custom_model.py' 2025-10-17T01:02:26,501 adding 'snowflake/ml/model/event_handler.py' 2025-10-17T01:02:26,502 adding 'snowflake/ml/model/inference_engine.py' 2025-10-17T01:02:26,506 adding 'snowflake/ml/model/model_signature.py' 2025-10-17T01:02:26,507 adding 'snowflake/ml/model/openai_signatures.py' 2025-10-17T01:02:26,508 adding 'snowflake/ml/model/target_platform.py' 2025-10-17T01:02:26,510 adding 'snowflake/ml/model/task.py' 2025-10-17T01:02:26,511 adding 'snowflake/ml/model/type_hints.py' 2025-10-17T01:02:26,513 adding 'snowflake/ml/model/volatility.py' 2025-10-17T01:02:26,515 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-10-17T01:02:26,516 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2025-10-17T01:02:26,518 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-10-17T01:02:26,523 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-10-17T01:02:26,525 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-10-17T01:02:26,529 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-10-17T01:02:26,534 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-10-17T01:02:26,537 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-10-17T01:02:26,538 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-10-17T01:02:26,540 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-10-17T01:02:26,541 adding 'snowflake/ml/model/_client/sql/model.py' 2025-10-17T01:02:26,543 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-10-17T01:02:26,545 adding 'snowflake/ml/model/_client/sql/service.py' 2025-10-17T01:02:26,546 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-10-17T01:02:26,547 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-10-17T01:02:26,550 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-10-17T01:02:26,552 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-10-17T01:02:26,553 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-10-17T01:02:26,555 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-10-17T01:02:26,556 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-10-17T01:02:26,557 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-10-17T01:02:26,558 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-10-17T01:02:26,560 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2025-10-17T01:02:26,561 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2025-10-17T01:02:26,563 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2025-10-17T01:02:26,564 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2025-10-17T01:02:26,566 adding 'snowflake/ml/model/_packager/model_handler.py' 2025-10-17T01:02:26,568 adding 'snowflake/ml/model/_packager/model_packager.py' 2025-10-17T01:02:26,571 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2025-10-17T01:02:26,573 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2025-10-17T01:02:26,575 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2025-10-17T01:02:26,577 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2025-10-17T01:02:26,579 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2025-10-17T01:02:26,583 adding 'snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py' 2025-10-17T01:02:26,585 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-10-17T01:02:26,587 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-10-17T01:02:26,588 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-10-17T01:02:26,590 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-10-17T01:02:26,592 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-10-17T01:02:26,594 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-10-17T01:02:26,597 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-10-17T01:02:26,599 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-10-17T01:02:26,601 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-10-17T01:02:26,603 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-10-17T01:02:26,605 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-10-17T01:02:26,606 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-10-17T01:02:26,607 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-10-17T01:02:26,608 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-10-17T01:02:26,609 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-10-17T01:02:26,611 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-10-17T01:02:26,613 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-10-17T01:02:26,615 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-10-17T01:02:26,617 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-10-17T01:02:26,618 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-10-17T01:02:26,619 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2025-10-17T01:02:26,621 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2025-10-17T01:02:26,622 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2025-10-17T01:02:26,624 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2025-10-17T01:02:26,626 adding 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adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2025-10-17T01:02:26,673 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2025-10-17T01:02:26,675 adding 'snowflake/ml/modeling/calibration/__init__.py' 2025-10-17T01:02:26,679 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2025-10-17T01:02:26,681 adding 'snowflake/ml/modeling/cluster/__init__.py' 2025-10-17T01:02:26,686 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2025-10-17T01:02:26,691 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-10-17T01:02:26,695 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-10-17T01:02:26,700 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-10-17T01:02:26,705 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-10-17T01:02:26,710 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-10-17T01:02:26,714 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-10-17T01:02:26,719 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-10-17T01:02:26,724 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-10-17T01:02:26,729 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-10-17T01:02:26,733 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-10-17T01:02:26,739 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-10-17T01:02:26,743 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-10-17T01:02:26,745 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-10-17T01:02:26,750 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-10-17T01:02:26,754 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-10-17T01:02:26,756 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-10-17T01:02:26,760 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-10-17T01:02:26,765 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-10-17T01:02:26,769 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-10-17T01:02:26,774 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-10-17T01:02:26,778 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-10-17T01:02:26,783 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-10-17T01:02:26,787 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-10-17T01:02:26,792 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2025-10-17T01:02:26,794 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2025-10-17T01:02:26,798 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2025-10-17T01:02:26,803 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2025-10-17T01:02:26,808 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2025-10-17T01:02:26,812 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2025-10-17T01:02:26,817 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2025-10-17T01:02:26,822 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2025-10-17T01:02:26,827 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2025-10-17T01:02:26,832 adding 'snowflake/ml/modeling/decomposition/pca.py' 2025-10-17T01:02:26,837 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2025-10-17T01:02:26,841 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2025-10-17T01:02:26,843 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2025-10-17T01:02:26,848 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2025-10-17T01:02:26,853 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2025-10-17T01:02:26,855 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2025-10-17T01:02:26,859 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2025-10-17T01:02:26,864 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2025-10-17T01:02:26,868 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2025-10-17T01:02:26,873 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2025-10-17T01:02:26,879 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2025-10-17T01:02:26,884 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2025-10-17T01:02:26,890 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2025-10-17T01:02:26,895 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2025-10-17T01:02:26,901 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2025-10-17T01:02:26,906 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2025-10-17T01:02:26,911 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2025-10-17T01:02:26,916 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2025-10-17T01:02:26,922 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2025-10-17T01:02:26,927 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2025-10-17T01:02:26,931 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2025-10-17T01:02:26,936 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2025-10-17T01:02:26,938 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2025-10-17T01:02:26,942 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2025-10-17T01:02:26,946 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2025-10-17T01:02:26,951 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2025-10-17T01:02:26,955 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2025-10-17T01:02:26,959 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2025-10-17T01:02:26,964 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2025-10-17T01:02:26,968 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2025-10-17T01:02:26,973 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2025-10-17T01:02:26,975 adding 'snowflake/ml/modeling/framework/_utils.py' 2025-10-17T01:02:26,979 adding 'snowflake/ml/modeling/framework/base.py' 2025-10-17T01:02:26,981 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2025-10-17T01:02:26,985 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-10-17T01:02:26,990 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-10-17T01:02:26,992 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-10-17T01:02:26,997 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-10-17T01:02:27,002 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-10-17T01:02:27,006 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-10-17T01:02:27,009 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-10-17T01:02:27,012 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-10-17T01:02:27,016 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-10-17T01:02:27,021 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-10-17T01:02:27,025 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-10-17T01:02:27,030 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-10-17T01:02:27,034 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-10-17T01:02:27,036 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-10-17T01:02:27,040 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-10-17T01:02:27,042 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-10-17T01:02:27,047 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-10-17T01:02:27,051 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-10-17T01:02:27,054 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-10-17T01:02:27,058 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-10-17T01:02:27,063 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-10-17T01:02:27,068 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-10-17T01:02:27,073 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-10-17T01:02:27,078 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-10-17T01:02:27,083 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-10-17T01:02:27,087 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-10-17T01:02:27,092 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-10-17T01:02:27,097 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-10-17T01:02:27,102 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-10-17T01:02:27,106 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-10-17T01:02:27,111 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-10-17T01:02:27,116 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-10-17T01:02:27,120 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-10-17T01:02:27,125 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-10-17T01:02:27,131 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-10-17T01:02:27,135 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-10-17T01:02:27,140 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-10-17T01:02:27,145 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-10-17T01:02:27,150 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-10-17T01:02:27,154 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-10-17T01:02:27,159 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-10-17T01:02:27,164 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-10-17T01:02:27,169 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-10-17T01:02:27,173 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-10-17T01:02:27,178 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-10-17T01:02:27,183 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-10-17T01:02:27,188 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-10-17T01:02:27,193 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-10-17T01:02:27,198 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-10-17T01:02:27,203 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-10-17T01:02:27,208 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-10-17T01:02:27,213 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-10-17T01:02:27,218 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-10-17T01:02:27,223 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-10-17T01:02:27,225 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-10-17T01:02:27,229 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-10-17T01:02:27,234 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-10-17T01:02:27,239 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-10-17T01:02:27,244 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-10-17T01:02:27,246 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-10-17T01:02:27,252 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-10-17T01:02:27,254 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-10-17T01:02:27,256 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-10-17T01:02:27,258 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-10-17T01:02:27,260 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-10-17T01:02:27,263 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-10-17T01:02:27,264 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-10-17T01:02:27,269 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-10-17T01:02:27,274 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-10-17T01:02:27,277 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-10-17T01:02:27,280 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-10-17T01:02:27,284 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-10-17T01:02:27,286 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-10-17T01:02:27,290 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-10-17T01:02:27,295 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-10-17T01:02:27,300 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-10-17T01:02:27,302 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-10-17T01:02:27,306 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-10-17T01:02:27,310 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-10-17T01:02:27,315 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-10-17T01:02:27,319 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2025-10-17T01:02:27,324 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2025-10-17T01:02:27,326 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2025-10-17T01:02:27,330 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2025-10-17T01:02:27,335 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2025-10-17T01:02:27,340 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2025-10-17T01:02:27,344 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2025-10-17T01:02:27,349 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2025-10-17T01:02:27,354 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2025-10-17T01:02:27,358 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2025-10-17T01:02:27,363 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2025-10-17T01:02:27,368 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-10-17T01:02:27,370 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-10-17T01:02:27,374 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-10-17T01:02:27,379 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-10-17T01:02:27,385 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-10-17T01:02:27,386 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-10-17T01:02:27,388 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-10-17T01:02:27,389 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-10-17T01:02:27,390 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-10-17T01:02:27,394 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-10-17T01:02:27,396 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-10-17T01:02:27,398 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-10-17T01:02:27,400 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-10-17T01:02:27,402 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-10-17T01:02:27,404 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-10-17T01:02:27,406 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-10-17T01:02:27,407 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-10-17T01:02:27,415 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-10-17T01:02:27,420 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-10-17T01:02:27,424 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-10-17T01:02:27,426 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-10-17T01:02:27,428 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-10-17T01:02:27,430 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-10-17T01:02:27,434 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-10-17T01:02:27,439 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-10-17T01:02:27,441 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-10-17T01:02:27,446 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-10-17T01:02:27,450 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-10-17T01:02:27,455 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-10-17T01:02:27,460 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-10-17T01:02:27,465 adding 'snowflake/ml/modeling/svm/svc.py' 2025-10-17T01:02:27,470 adding 'snowflake/ml/modeling/svm/svr.py' 2025-10-17T01:02:27,472 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-10-17T01:02:27,476 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-10-17T01:02:27,482 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-10-17T01:02:27,487 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-10-17T01:02:27,492 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-10-17T01:02:27,494 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-10-17T01:02:27,499 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-10-17T01:02:27,505 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-10-17T01:02:27,511 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-10-17T01:02:27,517 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-10-17T01:02:27,520 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-10-17T01:02:27,522 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-10-17T01:02:27,523 adding 'snowflake/ml/monitoring/shap.py' 2025-10-17T01:02:27,525 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-10-17T01:02:27,527 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-10-17T01:02:27,528 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-10-17T01:02:27,530 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-10-17T01:02:27,532 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-10-17T01:02:27,534 adding 'snowflake/ml/registry/__init__.py' 2025-10-17T01:02:27,537 adding 'snowflake/ml/registry/registry.py' 2025-10-17T01:02:27,539 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-10-17T01:02:27,542 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-10-17T01:02:27,544 adding 'snowflake/ml/utils/authentication.py' 2025-10-17T01:02:27,545 adding 'snowflake/ml/utils/connection_params.py' 2025-10-17T01:02:27,547 adding 'snowflake/ml/utils/html_utils.py' 2025-10-17T01:02:27,548 adding 'snowflake/ml/utils/sparse.py' 2025-10-17T01:02:27,550 adding 'snowflake/ml/utils/sql_client.py' 2025-10-17T01:02:27,553 adding 'snowflake_ml_python-1.17.0.dist-info/licenses/LICENSE.txt' 2025-10-17T01:02:27,566 adding 'snowflake_ml_python-1.17.0.dist-info/METADATA' 2025-10-17T01:02:27,568 adding 'snowflake_ml_python-1.17.0.dist-info/WHEEL' 2025-10-17T01:02:27,569 adding 'snowflake_ml_python-1.17.0.dist-info/top_level.txt' 2025-10-17T01:02:27,577 adding 'snowflake_ml_python-1.17.0.dist-info/RECORD' 2025-10-17T01:02:27,610 removing build/bdist.linux-armv7l/wheel 2025-10-17T01:02:27,829 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-10-17T01:02:27,880 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.17.0-py3-none-any.whl size=2187482 sha256=16a3995e82cf973dd21c4fc6b4aebfc4b561c45994beb79e2c302058a556941d 2025-10-17T01:02:27,881 Stored in directory: /tmp/pip-ephem-wheel-cache-cc1qhqnx/wheels/2b/e3/17/be9cb148de151db91381ce4e5380fe17be4d6ad3d370cabc0e 2025-10-17T01:02:27,932 Successfully built snowflake-ml-python 2025-10-17T01:02:27,996 Removed build tracker: '/tmp/pip-build-tracker-siw7nsu7'