2025-12-03T00:07:09,707 Created temporary directory: /tmp/pip-ephem-wheel-cache-iftjxq41 2025-12-03T00:07:09,709 Created temporary directory: /tmp/pip-build-tracker-8n1irtvt 2025-12-03T00:07:09,710 Initialized build tracking at /tmp/pip-build-tracker-8n1irtvt 2025-12-03T00:07:09,711 Created build tracker: /tmp/pip-build-tracker-8n1irtvt 2025-12-03T00:07:09,711 Entered build tracker: /tmp/pip-build-tracker-8n1irtvt 2025-12-03T00:07:09,712 Created temporary directory: /tmp/pip-wheel-vwju8avi 2025-12-03T00:07:09,715 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 2025-12-03T00:07:09,717 Created temporary directory: /tmp/pip-ephem-wheel-cache-wahcpgj_ 2025-12-03T00:07:09,739 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-12-03T00:07:09,743 2 location(s) to search for versions of snowflake-ml-python: 2025-12-03T00:07:09,743 * https://pypi.org/simple/snowflake-ml-python/ 2025-12-03T00:07:09,743 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-12-03T00:07:09,744 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-12-03T00:07:09,745 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-12-03T00:07:09,746 Found index url https://pypi.org/simple 2025-12-03T00:07:09,960 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-12-03T00:07:09,978 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2025-12-03T00:07:10,231 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.15.0-py3-none-any.whl#sha256=28483ee7790519b007719d0961c771e9f7c39eea3f2b2d6c46ced6e1e5b3dd3f (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-12-03T00:07:10,232 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.14.0-py3-none-any.whl#sha256=3eff78ba6e3c35fbd84b5615ac3c783e7681cf24841ee43dd0b291f3f1fe0976 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-12-03T00:07:10,232 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.13.0-py3-none-any.whl#sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 (from 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binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-12-03T00:07:10,236 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) 2025-12-03T00:07:10,237 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) 2025-12-03T00:07:10,237 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) 2025-12-03T00:07:10,238 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) 2025-12-03T00:07:10,239 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) 2025-12-03T00:07:10,239 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) 2025-12-03T00:07:10,240 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) 2025-12-03T00:07:10,240 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) 2025-12-03T00:07:10,241 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) 2025-12-03T00:07:10,242 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) 2025-12-03T00:07:10,242 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) 2025-12-03T00:07:10,243 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) 2025-12-03T00:07:10,243 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) 2025-12-03T00:07:10,244 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) 2025-12-03T00:07:10,245 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) 2025-12-03T00:07:10,245 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) 2025-12-03T00:07:10,246 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) 2025-12-03T00:07:10,246 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) 2025-12-03T00:07:10,247 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-12-03T00:07:10,248 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-12-03T00:07:10,271 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-12-03T00:07:10,289 Collecting snowflake-ml-python==1.20.0 2025-12-03T00:07:10,291 Created temporary directory: /tmp/pip-unpack-bznf4f_p 2025-12-03T00:07:10,585 Downloading snowflake_ml_python-1.20.0.tar.gz (1.9 MB) 2025-12-03T00:07:12,182 Added snowflake-ml-python==1.20.0 from https://files.pythonhosted.org/packages/76/1b/429bff92569d74308bdaa4ef0f903d975986084f834e39c457822875a00c/snowflake_ml_python-1.20.0.tar.gz to build tracker '/tmp/pip-build-tracker-8n1irtvt' 2025-12-03T00:07:12,188 Created temporary directory: /tmp/pip-build-env-e0yl3ny3 2025-12-03T00:07:12,192 Installing build dependencies: started 2025-12-03T00:07:12,193 Running command pip subprocess to install build dependencies 2025-12-03T00:07:13,325 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-12-03T00:07:13,951 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 2025-12-03T00:07:13,974 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-12-03T00:07:15,703 Collecting setuptools>=61.0 2025-12-03T00:07:15,884 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-12-03T00:07:18,846 Installing collected packages: setuptools 2025-12-03T00:07:22,608 Successfully installed setuptools-80.9.0 2025-12-03T00:07:22,875 Installing build dependencies: finished with status 'done' 2025-12-03T00:07:22,881 Getting requirements to build wheel: started 2025-12-03T00:07:22,882 Running command Getting requirements to build wheel 2025-12-03T00:07:23,555 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-12-03T00:07:23,556 !! 2025-12-03T00:07:23,557 ******************************************************************************** 2025-12-03T00:07:23,558 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). 2025-12-03T00:07:23,559 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-12-03T00:07:23,559 or your builds will no longer be supported. 2025-12-03T00:07:23,561 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:23,561 ******************************************************************************** 2025-12-03T00:07:23,563 !! 2025-12-03T00:07:23,563 corresp(dist, value, root_dir) 2025-12-03T00:07:23,659 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-12-03T00:07:23,659 !! 2025-12-03T00:07:23,661 ******************************************************************************** 2025-12-03T00:07:23,661 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-12-03T00:07:23,663 License :: OSI Approved :: Apache Software License 2025-12-03T00:07:23,664 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:23,665 ******************************************************************************** 2025-12-03T00:07:23,666 !! 2025-12-03T00:07:23,667 dist._finalize_license_expression() 2025-12-03T00:07:23,678 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-12-03T00:07:23,679 !! 2025-12-03T00:07:23,680 ******************************************************************************** 2025-12-03T00:07:23,680 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-12-03T00:07:23,681 License :: OSI Approved :: Apache Software License 2025-12-03T00:07:23,682 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:23,683 ******************************************************************************** 2025-12-03T00:07:23,684 !! 2025-12-03T00:07:23,684 self._finalize_license_expression() 2025-12-03T00:07:23,686 running egg_info 2025-12-03T00:07:23,693 writing snowflake_ml_python.egg-info/PKG-INFO 2025-12-03T00:07:23,720 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-12-03T00:07:23,738 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-12-03T00:07:23,740 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-12-03T00:07:23,943 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:23,968 adding license file 'LICENSE.txt' 2025-12-03T00:07:23,998 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:24,098 Getting requirements to build wheel: finished with status 'done' 2025-12-03T00:07:24,101 Created temporary directory: /tmp/pip-modern-metadata-xp1gzjos 2025-12-03T00:07:24,104 Preparing metadata (pyproject.toml): started 2025-12-03T00:07:24,105 Running command Preparing metadata (pyproject.toml) 2025-12-03T00:07:24,718 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-12-03T00:07:24,718 !! 2025-12-03T00:07:24,719 ******************************************************************************** 2025-12-03T00:07:24,720 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). 2025-12-03T00:07:24,721 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-12-03T00:07:24,721 or your builds will no longer be supported. 2025-12-03T00:07:24,723 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:24,723 ******************************************************************************** 2025-12-03T00:07:24,725 !! 2025-12-03T00:07:24,725 corresp(dist, value, root_dir) 2025-12-03T00:07:24,818 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-12-03T00:07:24,818 !! 2025-12-03T00:07:24,820 ******************************************************************************** 2025-12-03T00:07:24,820 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-12-03T00:07:24,821 License :: OSI Approved :: Apache Software License 2025-12-03T00:07:24,823 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:24,823 ******************************************************************************** 2025-12-03T00:07:24,825 !! 2025-12-03T00:07:24,825 dist._finalize_license_expression() 2025-12-03T00:07:24,839 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-12-03T00:07:24,840 !! 2025-12-03T00:07:24,841 ******************************************************************************** 2025-12-03T00:07:24,842 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-12-03T00:07:24,843 License :: OSI Approved :: Apache Software License 2025-12-03T00:07:24,844 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:24,844 ******************************************************************************** 2025-12-03T00:07:24,845 !! 2025-12-03T00:07:24,845 self._finalize_license_expression() 2025-12-03T00:07:24,847 running dist_info 2025-12-03T00:07:24,859 creating /tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info 2025-12-03T00:07:24,860 writing /tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/PKG-INFO 2025-12-03T00:07:24,887 writing dependency_links to /tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/dependency_links.txt 2025-12-03T00:07:24,905 writing requirements to /tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/requires.txt 2025-12-03T00:07:24,906 writing top-level names to /tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/top_level.txt 2025-12-03T00:07:24,908 writing manifest file '/tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:25,086 reading manifest file '/tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:25,089 adding license file 'LICENSE.txt' 2025-12-03T00:07:25,112 writing manifest file '/tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:25,114 creating '/tmp/pip-modern-metadata-xp1gzjos/snowflake_ml_python-1.20.0.dist-info' 2025-12-03T00:07:25,245 Preparing metadata (pyproject.toml): finished with status 'done' 2025-12-03T00:07:25,258 Source in /tmp/pip-wheel-vwju8avi/snowflake-ml-python_1730a7ed584f41e59f7cbe45d94fd9d1 has version 1.20.0, which satisfies requirement snowflake-ml-python==1.20.0 from https://files.pythonhosted.org/packages/76/1b/429bff92569d74308bdaa4ef0f903d975986084f834e39c457822875a00c/snowflake_ml_python-1.20.0.tar.gz 2025-12-03T00:07:25,259 Removed snowflake-ml-python==1.20.0 from https://files.pythonhosted.org/packages/76/1b/429bff92569d74308bdaa4ef0f903d975986084f834e39c457822875a00c/snowflake_ml_python-1.20.0.tar.gz from build tracker '/tmp/pip-build-tracker-8n1irtvt' 2025-12-03T00:07:25,281 Created temporary directory: /tmp/pip-unpack-6v2nj8er 2025-12-03T00:07:25,282 Building wheels for collected packages: snowflake-ml-python 2025-12-03T00:07:25,287 Created temporary directory: /tmp/pip-wheel-w1vf0hbo 2025-12-03T00:07:25,287 Destination directory: /tmp/pip-wheel-w1vf0hbo 2025-12-03T00:07:25,290 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-12-03T00:07:25,291 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-12-03T00:07:25,892 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-12-03T00:07:25,893 !! 2025-12-03T00:07:25,894 ******************************************************************************** 2025-12-03T00:07:25,895 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). 2025-12-03T00:07:25,896 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-12-03T00:07:25,896 or your builds will no longer be supported. 2025-12-03T00:07:25,897 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:25,898 ******************************************************************************** 2025-12-03T00:07:25,899 !! 2025-12-03T00:07:25,900 corresp(dist, value, root_dir) 2025-12-03T00:07:25,984 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-12-03T00:07:25,985 !! 2025-12-03T00:07:25,986 ******************************************************************************** 2025-12-03T00:07:25,986 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-12-03T00:07:25,987 License :: OSI Approved :: Apache Software License 2025-12-03T00:07:25,988 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:25,989 ******************************************************************************** 2025-12-03T00:07:25,990 !! 2025-12-03T00:07:25,990 dist._finalize_license_expression() 2025-12-03T00:07:26,003 /tmp/pip-build-env-e0yl3ny3/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-12-03T00:07:26,004 !! 2025-12-03T00:07:26,005 ******************************************************************************** 2025-12-03T00:07:26,005 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-12-03T00:07:26,006 License :: OSI Approved :: Apache Software License 2025-12-03T00:07:26,007 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-12-03T00:07:26,008 ******************************************************************************** 2025-12-03T00:07:26,009 !! 2025-12-03T00:07:26,009 self._finalize_license_expression() 2025-12-03T00:07:26,010 running bdist_wheel 2025-12-03T00:07:26,026 running build 2025-12-03T00:07:26,026 running build_py 2025-12-03T00:07:26,033 creating build/lib/snowflake/cortex 2025-12-03T00:07:26,036 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,038 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,041 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,043 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,045 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,046 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,049 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,051 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,053 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,055 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,057 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,059 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-12-03T00:07:26,062 creating build/lib/snowflake/ml 2025-12-03T00:07:26,063 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-12-03T00:07:26,066 creating build/lib/snowflake/ml/model 2025-12-03T00:07:26,067 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,069 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,071 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,073 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,075 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,078 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,080 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,083 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,085 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,087 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-12-03T00:07:26,090 creating build/lib/snowflake/ml/utils 2025-12-03T00:07:26,091 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-12-03T00:07:26,093 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-12-03T00:07:26,095 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-12-03T00:07:26,097 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-12-03T00:07:26,099 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-12-03T00:07:26,102 creating build/lib/snowflake/ml/monitoring 2025-12-03T00:07:26,103 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-12-03T00:07:26,105 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-12-03T00:07:26,107 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-12-03T00:07:26,110 creating build/lib/snowflake/ml/registry 2025-12-03T00:07:26,111 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-12-03T00:07:26,114 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-12-03T00:07:26,117 creating build/lib/snowflake/ml/dataset 2025-12-03T00:07:26,118 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-12-03T00:07:26,121 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-12-03T00:07:26,124 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-12-03T00:07:26,126 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-12-03T00:07:26,128 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-12-03T00:07:26,132 creating build/lib/snowflake/ml/experiment 2025-12-03T00:07:26,133 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-12-03T00:07:26,136 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-12-03T00:07:26,139 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-12-03T00:07:26,141 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-12-03T00:07:26,144 creating build/lib/snowflake/ml/lineage 2025-12-03T00:07:26,146 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-12-03T00:07:26,148 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-12-03T00:07:26,151 creating build/lib/snowflake/ml/feature_store 2025-12-03T00:07:26,153 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-12-03T00:07:26,156 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-12-03T00:07:26,162 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-12-03T00:07:26,164 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-12-03T00:07:26,168 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-12-03T00:07:26,171 creating build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,172 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,174 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,177 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,180 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,183 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,185 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,187 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,190 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,193 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-12-03T00:07:26,196 creating build/lib/snowflake/ml/data 2025-12-03T00:07:26,197 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-12-03T00:07:26,200 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-12-03T00:07:26,202 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-12-03T00:07:26,204 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-12-03T00:07:26,206 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-12-03T00:07:26,208 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-12-03T00:07:26,210 creating build/lib/snowflake/ml/jobs 2025-12-03T00:07:26,211 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-12-03T00:07:26,213 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-12-03T00:07:26,215 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-12-03T00:07:26,218 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-12-03T00:07:26,221 creating build/lib/snowflake/ml/fileset 2025-12-03T00:07:26,222 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-12-03T00:07:26,225 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-12-03T00:07:26,228 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-12-03T00:07:26,230 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-12-03T00:07:26,233 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-12-03T00:07:26,236 creating build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,237 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,240 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,242 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,244 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,247 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,249 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,252 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,254 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,257 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,260 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-12-03T00:07:26,262 creating build/lib/snowflake/ml/model/_model_composer 2025-12-03T00:07:26,263 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-12-03T00:07:26,267 creating build/lib/snowflake/ml/model/_packager 2025-12-03T00:07:26,268 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-12-03T00:07:26,270 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-12-03T00:07:26,273 creating build/lib/snowflake/ml/model/models 2025-12-03T00:07:26,274 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-12-03T00:07:26,278 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-12-03T00:07:26,279 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-12-03T00:07:26,282 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-12-03T00:07:26,285 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:26,286 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:26,288 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:26,290 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:26,293 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:26,295 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-12-03T00:07:26,296 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-12-03T00:07:26,299 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-12-03T00:07:26,300 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-12-03T00:07:26,303 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-12-03T00:07:26,305 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-12-03T00:07:26,307 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:26,308 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:26,311 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:26,313 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:26,315 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:26,317 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:26,319 creating build/lib/snowflake/ml/model/_packager/model_env 2025-12-03T00:07:26,320 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-12-03T00:07:26,324 creating build/lib/snowflake/ml/model/_packager/model_task 2025-12-03T00:07:26,325 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-12-03T00:07:26,328 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,329 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,333 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,335 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,338 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,341 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,344 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,347 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,350 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,352 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,355 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,358 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,361 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,363 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,366 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,369 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,372 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:26,375 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-12-03T00:07:26,376 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-12-03T00:07:26,379 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-12-03T00:07:26,382 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:26,383 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:26,386 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:26,389 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:26,392 creating build/lib/snowflake/ml/model/_client/model 2025-12-03T00:07:26,394 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-12-03T00:07:26,397 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-12-03T00:07:26,401 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2025-12-03T00:07:26,403 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-12-03T00:07:26,406 creating build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,407 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,411 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,414 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,416 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,418 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,421 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-12-03T00:07:26,424 creating build/lib/snowflake/ml/model/_client/service 2025-12-03T00:07:26,425 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-12-03T00:07:26,428 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-12-03T00:07:26,431 creating build/lib/snowflake/ml/model/_client/ops 2025-12-03T00:07:26,433 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-12-03T00:07:26,436 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-12-03T00:07:26,439 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-12-03T00:07:26,443 creating build/lib/snowflake/ml/monitoring/_manager 2025-12-03T00:07:26,444 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-12-03T00:07:26,448 creating build/lib/snowflake/ml/monitoring/entities 2025-12-03T00:07:26,449 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-12-03T00:07:26,452 creating build/lib/snowflake/ml/monitoring/_client 2025-12-03T00:07:26,453 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-12-03T00:07:26,457 creating build/lib/snowflake/ml/registry/_manager 2025-12-03T00:07:26,458 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-12-03T00:07:26,462 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-12-03T00:07:26,465 creating build/lib/snowflake/ml/modeling/model_selection 2025-12-03T00:07:26,467 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-12-03T00:07:26,471 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-12-03T00:07:26,474 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-12-03T00:07:26,477 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:26,478 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:26,482 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:26,484 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:26,489 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:26,490 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:26,494 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:26,496 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:26,501 creating build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,502 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,506 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,510 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,513 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,515 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,518 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,521 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,524 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,528 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,531 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,534 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-12-03T00:07:26,538 creating build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,539 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,543 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,547 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,551 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,552 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,556 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,560 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,564 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,567 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,571 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-12-03T00:07:26,575 creating build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,576 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,578 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,582 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,585 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,588 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,590 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,592 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,595 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,597 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,600 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,602 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,605 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:26,610 creating build/lib/snowflake/ml/modeling/lightgbm 2025-12-03T00:07:26,611 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-12-03T00:07:26,615 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-12-03T00:07:26,617 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-12-03T00:07:26,622 creating build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,623 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,627 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,631 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,636 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,640 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,644 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,646 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,650 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,654 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,660 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,666 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,669 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,672 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,675 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,679 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,682 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,685 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-12-03T00:07:26,689 creating build/lib/snowflake/ml/modeling/neural_network 2025-12-03T00:07:26,690 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-12-03T00:07:26,694 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-12-03T00:07:26,696 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-12-03T00:07:26,699 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-12-03T00:07:26,703 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,704 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,709 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,712 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,714 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,717 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,721 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:26,724 creating build/lib/snowflake/ml/modeling/framework 2025-12-03T00:07:26,725 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-12-03T00:07:26,728 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-12-03T00:07:26,731 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-12-03T00:07:26,732 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-12-03T00:07:26,736 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-12-03T00:07:26,739 creating build/lib/snowflake/ml/modeling/parameters 2025-12-03T00:07:26,740 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-12-03T00:07:26,742 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-12-03T00:07:26,744 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-12-03T00:07:26,747 creating build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,748 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,751 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,754 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,758 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,762 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,764 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,768 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,771 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,775 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:26,780 creating build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,781 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,785 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,788 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,791 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,793 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,796 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,799 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,803 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,806 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,810 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,813 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,817 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,820 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,823 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-12-03T00:07:26,827 creating build/lib/snowflake/ml/modeling/xgboost 2025-12-03T00:07:26,829 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-12-03T00:07:26,832 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-12-03T00:07:26,836 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-12-03T00:07:26,837 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-12-03T00:07:26,841 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-12-03T00:07:26,846 creating build/lib/snowflake/ml/modeling/tree 2025-12-03T00:07:26,847 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-12-03T00:07:26,852 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-12-03T00:07:26,857 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-12-03T00:07:26,860 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-12-03T00:07:26,864 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-12-03T00:07:26,868 creating build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,870 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,873 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,876 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,879 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,882 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,887 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,889 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-12-03T00:07:26,893 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:26,895 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:26,897 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:26,902 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:26,906 creating build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,908 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,911 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,914 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,917 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,920 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,923 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-12-03T00:07:26,926 creating build/lib/snowflake/ml/modeling/pipeline 2025-12-03T00:07:26,927 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-12-03T00:07:26,929 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-12-03T00:07:26,933 creating build/lib/snowflake/ml/modeling/calibration 2025-12-03T00:07:26,935 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-12-03T00:07:26,937 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-12-03T00:07:26,942 creating build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,943 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,947 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,950 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,954 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,956 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,959 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,963 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,967 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,970 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-12-03T00:07:26,974 creating build/lib/snowflake/ml/modeling/manifold 2025-12-03T00:07:26,975 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-12-03T00:07:26,978 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-12-03T00:07:26,982 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-12-03T00:07:26,985 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-12-03T00:07:26,987 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-12-03T00:07:26,991 creating build/lib/snowflake/ml/modeling/compose 2025-12-03T00:07:26,992 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-12-03T00:07:26,995 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-12-03T00:07:26,997 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-12-03T00:07:27,001 creating build/lib/snowflake/ml/modeling/mixture 2025-12-03T00:07:27,002 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-12-03T00:07:27,005 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-12-03T00:07:27,007 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-12-03T00:07:27,011 creating build/lib/snowflake/ml/modeling/multiclass 2025-12-03T00:07:27,012 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-12-03T00:07:27,015 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-12-03T00:07:27,018 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-12-03T00:07:27,021 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-12-03T00:07:27,026 creating build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,027 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,030 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,034 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,037 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,040 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,044 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,046 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,049 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,053 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,056 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,059 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,063 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,066 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,069 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,073 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,076 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,079 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,081 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,085 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,088 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,091 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,095 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,098 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,101 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,104 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,108 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,112 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,115 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,118 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,122 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,125 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,128 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,131 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,135 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,138 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,142 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-12-03T00:07:27,146 creating build/lib/snowflake/ml/modeling/impute 2025-12-03T00:07:27,147 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-12-03T00:07:27,150 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-12-03T00:07:27,153 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-12-03T00:07:27,157 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-12-03T00:07:27,159 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-12-03T00:07:27,162 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,163 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,166 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,169 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,172 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,175 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,178 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:27,182 creating build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,183 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,187 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,190 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,194 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,195 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,199 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,202 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-12-03T00:07:27,206 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-12-03T00:07:27,207 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-12-03T00:07:27,210 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-12-03T00:07:27,213 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:27,214 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:27,216 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:27,221 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:27,224 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:27,227 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:27,230 creating build/lib/snowflake/ml/experiment/callback 2025-12-03T00:07:27,231 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-12-03T00:07:27,233 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-12-03T00:07:27,235 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-12-03T00:07:27,238 creating build/lib/snowflake/ml/experiment/_entities 2025-12-03T00:07:27,239 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-12-03T00:07:27,241 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-12-03T00:07:27,243 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-12-03T00:07:27,245 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-12-03T00:07:27,247 creating build/lib/snowflake/ml/experiment/_client 2025-12-03T00:07:27,249 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-12-03T00:07:27,251 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-12-03T00:07:27,254 creating build/lib/snowflake/ml/feature_store/examples 2025-12-03T00:07:27,255 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-12-03T00:07:27,258 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-12-03T00:07:27,259 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-12-03T00:07:27,262 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-12-03T00:07:27,263 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-12-03T00:07:27,265 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-12-03T00:07:27,266 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-12-03T00:07:27,269 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-12-03T00:07:27,270 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-12-03T00:07:27,272 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-12-03T00:07:27,274 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 2025-12-03T00:07:27,276 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 2025-12-03T00:07:27,278 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-12-03T00:07:27,279 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-12-03T00:07:27,281 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-12-03T00:07:27,284 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-12-03T00:07:27,285 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-12-03T00:07:27,287 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-12-03T00:07:27,289 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-12-03T00:07:27,290 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 2025-12-03T00:07:27,292 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 2025-12-03T00:07:27,295 creating build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,296 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,299 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,301 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,303 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,305 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,307 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,309 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,312 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,314 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,316 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,319 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,321 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,324 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,327 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,330 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,332 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,334 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-12-03T00:07:27,337 creating build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,339 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,341 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,343 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,345 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,347 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,349 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,351 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,353 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,354 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-12-03T00:07:27,357 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:27,358 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:27,361 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:27,363 creating build/lib/snowflake/ml/_internal/lineage 2025-12-03T00:07:27,364 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-12-03T00:07:27,367 creating build/lib/snowflake/ml/data/_internal 2025-12-03T00:07:27,368 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-12-03T00:07:27,371 creating build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,372 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,375 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,377 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,379 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,382 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,384 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,387 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,389 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-12-03T00:07:27,392 creating build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,393 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,395 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,397 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,399 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,401 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,404 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,406 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,408 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,410 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,413 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-12-03T00:07:27,415 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:27,416 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:27,419 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:27,421 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:27,424 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:27,426 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:27,429 running egg_info 2025-12-03T00:07:27,440 writing snowflake_ml_python.egg-info/PKG-INFO 2025-12-03T00:07:27,467 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-12-03T00:07:27,484 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-12-03T00:07:27,485 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-12-03T00:07:27,648 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:27,673 adding license file 'LICENSE.txt' 2025-12-03T00:07:27,701 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-12-03T00:07:27,845 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:27,848 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:27,850 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:27,875 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-12-03T00:07:27,876 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-12-03T00:07:27,878 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-12-03T00:07:27,976 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-12-03T00:07:27,979 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-12-03T00:07:27,982 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-12-03T00:07:27,985 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-12-03T00:07:27,987 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:27,988 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:27,991 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:27,993 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:27,996 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:27,998 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:28,015 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:28,018 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:28,087 installing to build/bdist.linux-armv7l/wheel 2025-12-03T00:07:28,088 running install 2025-12-03T00:07:28,110 running install_lib 2025-12-03T00:07:28,116 creating build/bdist.linux-armv7l/wheel 2025-12-03T00:07:28,118 creating build/bdist.linux-armv7l/wheel/snowflake 2025-12-03T00:07:28,120 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-12-03T00:07:28,122 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,124 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,125 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,127 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,129 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,131 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,133 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,136 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,138 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,139 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,142 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,143 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-12-03T00:07:28,147 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-12-03T00:07:28,149 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-12-03T00:07:28,150 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,153 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-12-03T00:07:28,154 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,156 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,159 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,161 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,164 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,166 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,168 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,171 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,173 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,176 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-12-03T00:07:28,178 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,181 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,183 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,185 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,187 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,190 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-12-03T00:07:28,191 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-12-03T00:07:28,192 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 2025-12-03T00:07:28,194 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 2025-12-03T00:07:28,197 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-12-03T00:07:28,200 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:28,201 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 2025-12-03T00:07:28,203 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 2025-12-03T00:07:28,205 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 2025-12-03T00:07:28,207 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:28,209 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 2025-12-03T00:07:28,211 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 2025-12-03T00:07:28,213 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-12-03T00:07:28,216 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-12-03T00:07:28,217 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 2025-12-03T00:07:28,219 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,223 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-12-03T00:07:28,225 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-12-03T00:07:28,226 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 2025-12-03T00:07:28,228 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 2025-12-03T00:07:28,231 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 2025-12-03T00:07:28,233 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-12-03T00:07:28,236 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-12-03T00:07:28,236 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 2025-12-03T00:07:28,238 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 2025-12-03T00:07:28,240 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 2025-12-03T00:07:28,242 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 2025-12-03T00:07:28,244 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 2025-12-03T00:07:28,247 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-12-03T00:07:28,248 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-12-03T00:07:28,251 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-12-03T00:07:28,252 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-12-03T00:07:28,256 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,257 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,259 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,261 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,264 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,267 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,270 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,273 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,276 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,278 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,281 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,284 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,286 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,289 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,292 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,294 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,297 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-12-03T00:07:28,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-12-03T00:07:28,301 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 2025-12-03T00:07:28,303 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-12-03T00:07:28,305 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-12-03T00:07:28,308 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:28,309 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:28,311 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:28,314 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-12-03T00:07:28,316 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-12-03T00:07:28,318 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-12-03T00:07:28,321 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-12-03T00:07:28,323 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-12-03T00:07:28,324 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-12-03T00:07:28,327 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-12-03T00:07:28,331 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-12-03T00:07:28,333 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-12-03T00:07:28,336 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-12-03T00:07:28,338 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-12-03T00:07:28,341 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-12-03T00:07:28,343 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-12-03T00:07:28,345 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-12-03T00:07:28,347 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-12-03T00:07:28,349 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-12-03T00:07:28,352 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-12-03T00:07:28,353 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-12-03T00:07:28,356 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-12-03T00:07:28,359 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-12-03T00:07:28,360 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-12-03T00:07:28,363 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-12-03T00:07:28,365 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-12-03T00:07:28,369 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,371 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,373 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-12-03T00:07:28,376 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-12-03T00:07:28,377 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-12-03T00:07:28,378 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-12-03T00:07:28,381 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-12-03T00:07:28,383 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-12-03T00:07:28,385 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-12-03T00:07:28,389 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-12-03T00:07:28,390 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-12-03T00:07:28,392 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-12-03T00:07:28,393 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-12-03T00:07:28,397 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-12-03T00:07:28,398 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-12-03T00:07:28,400 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-12-03T00:07:28,403 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-12-03T00:07:28,406 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-12-03T00:07:28,407 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-12-03T00:07:28,411 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-12-03T00:07:28,412 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-12-03T00:07:28,414 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-12-03T00:07:28,416 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-12-03T00:07:28,418 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-12-03T00:07:28,419 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-12-03T00:07:28,422 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-12-03T00:07:28,424 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-12-03T00:07:28,427 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-12-03T00:07:28,430 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-12-03T00:07:28,431 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-12-03T00:07:28,433 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-12-03T00:07:28,436 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-12-03T00:07:28,437 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-12-03T00:07:28,439 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-12-03T00:07:28,442 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-12-03T00:07:28,444 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-12-03T00:07:28,445 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-12-03T00:07:28,449 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-12-03T00:07:28,452 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-12-03T00:07:28,454 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:28,455 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:28,459 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:28,461 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-12-03T00:07:28,464 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:28,465 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:28,468 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:28,470 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-12-03T00:07:28,474 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,475 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,479 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,482 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,486 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,488 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,491 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,496 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,500 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,503 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,507 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,510 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-12-03T00:07:28,515 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,516 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,520 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,523 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,527 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,528 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,533 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,536 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,540 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,543 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,546 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-12-03T00:07:28,551 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,552 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,554 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,558 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,561 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,564 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,567 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,568 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,571 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,573 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,575 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,578 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,581 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-12-03T00:07:28,585 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-12-03T00:07:28,586 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-12-03T00:07:28,589 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-12-03T00:07:28,591 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-12-03T00:07:28,595 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,596 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,600 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,604 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,608 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,611 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,614 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,617 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,620 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,625 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,628 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,634 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,638 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,642 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,647 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,651 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,654 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,658 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-12-03T00:07:28,662 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-12-03T00:07:28,663 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-12-03T00:07:28,668 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-12-03T00:07:28,670 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-12-03T00:07:28,674 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-12-03T00:07:28,678 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,679 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,684 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,689 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,691 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,694 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,698 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-12-03T00:07:28,701 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-12-03T00:07:28,702 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-12-03T00:07:28,705 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-12-03T00:07:28,708 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-12-03T00:07:28,709 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-12-03T00:07:28,715 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-12-03T00:07:28,718 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-12-03T00:07:28,719 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-12-03T00:07:28,721 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-12-03T00:07:28,723 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-12-03T00:07:28,725 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,727 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,730 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,733 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,737 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,741 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,742 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,793 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,796 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,801 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-12-03T00:07:28,804 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-12-03T00:07:28,805 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,809 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,812 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,817 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,819 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,822 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,826 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,829 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,833 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,836 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,841 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,845 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,849 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,852 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-12-03T00:07:28,858 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-12-03T00:07:28,859 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-12-03T00:07:28,863 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-12-03T00:07:28,866 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-12-03T00:07:28,868 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-12-03T00:07:28,871 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-12-03T00:07:28,875 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-12-03T00:07:28,876 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-12-03T00:07:28,879 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-12-03T00:07:28,883 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-12-03T00:07:28,884 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-12-03T00:07:28,889 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-12-03T00:07:28,892 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-12-03T00:07:28,893 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,896 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,899 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,901 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,903 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,908 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,910 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-12-03T00:07:28,913 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:28,914 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:28,916 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:28,919 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-12-03T00:07:28,923 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-12-03T00:07:28,924 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-12-03T00:07:28,926 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-12-03T00:07:28,928 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-12-03T00:07:28,931 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-12-03T00:07:28,933 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-12-03T00:07:28,934 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-12-03T00:07:28,937 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-12-03T00:07:28,939 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-12-03T00:07:28,942 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:28,942 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 2025-12-03T00:07:28,945 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:28,948 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:28,950 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 2025-12-03T00:07:28,953 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-12-03T00:07:28,956 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-12-03T00:07:28,958 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-12-03T00:07:28,959 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-12-03T00:07:28,961 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-12-03T00:07:28,964 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-12-03T00:07:28,965 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-12-03T00:07:28,967 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-12-03T00:07:28,971 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-12-03T00:07:28,972 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,975 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,978 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,981 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,983 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,986 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,989 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,992 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,995 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-12-03T00:07:28,999 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-12-03T00:07:29,000 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-12-03T00:07:29,003 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-12-03T00:07:29,006 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-12-03T00:07:29,009 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-12-03T00:07:29,010 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-12-03T00:07:29,013 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-12-03T00:07:29,014 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-12-03T00:07:29,018 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-12-03T00:07:29,020 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-12-03T00:07:29,023 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-12-03T00:07:29,024 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-12-03T00:07:29,028 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-12-03T00:07:29,029 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-12-03T00:07:29,033 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-12-03T00:07:29,034 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-12-03T00:07:29,036 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-12-03T00:07:29,040 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-12-03T00:07:29,043 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-12-03T00:07:29,047 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,048 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,051 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,055 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,058 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,061 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,064 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,067 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,070 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,073 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,076 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,079 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,082 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,085 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,088 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,091 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,094 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,097 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,099 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,103 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,107 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,110 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,113 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,117 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,120 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,123 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,126 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,130 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,133 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,136 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,140 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,144 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,147 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,151 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,154 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,158 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,161 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-12-03T00:07:29,165 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-12-03T00:07:29,166 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-12-03T00:07:29,170 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-12-03T00:07:29,173 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-12-03T00:07:29,177 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-12-03T00:07:29,178 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-12-03T00:07:29,182 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,183 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,186 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,188 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,192 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,195 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,198 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-12-03T00:07:29,202 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-12-03T00:07:29,203 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,207 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,211 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,214 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,217 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,221 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,224 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-12-03T00:07:29,228 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-12-03T00:07:29,230 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-12-03T00:07:29,231 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-12-03T00:07:29,233 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-12-03T00:07:29,235 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-12-03T00:07:29,237 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-12-03T00:07:29,239 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-12-03T00:07:29,242 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-12-03T00:07:29,244 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-12-03T00:07:29,245 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-12-03T00:07:29,247 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-12-03T00:07:29,249 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-12-03T00:07:29,251 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-12-03T00:07:29,253 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-12-03T00:07:29,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-12-03T00:07:29,256 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-12-03T00:07:29,258 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-12-03T00:07:29,261 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-12-03T00:07:29,262 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-12-03T00:07:29,264 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-12-03T00:07:29,267 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-12-03T00:07:29,268 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-12-03T00:07:29,271 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-12-03T00:07:29,276 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-12-03T00:07:29,278 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-12-03T00:07:29,281 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-12-03T00:07:29,283 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-12-03T00:07:29,285 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-12-03T00:07:29,288 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-12-03T00:07:29,289 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-12-03T00:07:29,291 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 2025-12-03T00:07:29,293 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 2025-12-03T00:07:29,294 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 2025-12-03T00:07:29,296 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 2025-12-03T00:07:29,298 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-12-03T00:07:29,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-12-03T00:07:29,301 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 2025-12-03T00:07:29,303 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 2025-12-03T00:07:29,305 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-12-03T00:07:29,307 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-12-03T00:07:29,310 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-12-03T00:07:29,312 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-12-03T00:07:29,313 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 2025-12-03T00:07:29,315 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 2025-12-03T00:07:29,317 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 2025-12-03T00:07:29,319 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 2025-12-03T00:07:29,321 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-12-03T00:07:29,323 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-12-03T00:07:29,324 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 2025-12-03T00:07:29,326 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 2025-12-03T00:07:29,329 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 2025-12-03T00:07:29,330 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 2025-12-03T00:07:29,333 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:29,334 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 2025-12-03T00:07:29,336 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 2025-12-03T00:07:29,338 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-12-03T00:07:29,340 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 2025-12-03T00:07:29,342 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 2025-12-03T00:07:29,344 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-12-03T00:07:29,345 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,347 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,350 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-12-03T00:07:29,351 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,353 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,356 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,358 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,361 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,363 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,365 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,367 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,369 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,371 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,374 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,376 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,378 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,381 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,383 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,385 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,388 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-12-03T00:07:29,391 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,392 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,394 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,396 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,398 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,400 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,402 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,404 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,406 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,408 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-12-03T00:07:29,410 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,412 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,416 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:29,417 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:29,419 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:29,421 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:29,423 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-12-03T00:07:29,425 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,427 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,429 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,432 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-12-03T00:07:29,433 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-12-03T00:07:29,435 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,438 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-12-03T00:07:29,441 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-12-03T00:07:29,442 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-12-03T00:07:29,445 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-12-03T00:07:29,447 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-12-03T00:07:29,449 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-12-03T00:07:29,451 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-12-03T00:07:29,453 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-12-03T00:07:29,454 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-12-03T00:07:29,457 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-12-03T00:07:29,459 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-12-03T00:07:29,460 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-12-03T00:07:29,463 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2025-12-03T00:07:29,464 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,466 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,468 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,471 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,473 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,475 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,478 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,480 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-12-03T00:07:29,483 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-12-03T00:07:29,485 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-12-03T00:07:29,486 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,489 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,491 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,493 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,497 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:29,498 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:29,500 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:29,503 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:29,506 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:29,508 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-12-03T00:07:29,511 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,513 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,514 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,517 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,519 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,521 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-12-03T00:07:29,523 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-12-03T00:07:29,526 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-12-03T00:07:29,529 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-12-03T00:07:29,532 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-12-03T00:07:29,533 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-12-03T00:07:29,536 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-12-03T00:07:29,538 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-12-03T00:07:29,541 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-12-03T00:07:29,543 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-12-03T00:07:29,546 running install_egg_info 2025-12-03T00:07:29,553 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.20.0-py3.11.egg-info 2025-12-03T00:07:29,566 running install_scripts 2025-12-03T00:07:29,581 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.20.0.dist-info/WHEEL 2025-12-03T00:07:29,585 creating '/tmp/pip-wheel-w1vf0hbo/.tmp-dox2lbm1/snowflake_ml_python-1.20.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-12-03T00:07:29,588 adding 'snowflake/cortex/__init__.py' 2025-12-03T00:07:29,589 adding 'snowflake/cortex/_classify_text.py' 2025-12-03T00:07:29,592 adding 'snowflake/cortex/_complete.py' 2025-12-03T00:07:29,594 adding 'snowflake/cortex/_embed_text_1024.py' 2025-12-03T00:07:29,595 adding 'snowflake/cortex/_embed_text_768.py' 2025-12-03T00:07:29,597 adding 'snowflake/cortex/_extract_answer.py' 2025-12-03T00:07:29,599 adding 'snowflake/cortex/_finetune.py' 2025-12-03T00:07:29,600 adding 'snowflake/cortex/_sentiment.py' 2025-12-03T00:07:29,602 adding 'snowflake/cortex/_sse_client.py' 2025-12-03T00:07:29,603 adding 'snowflake/cortex/_summarize.py' 2025-12-03T00:07:29,604 adding 'snowflake/cortex/_translate.py' 2025-12-03T00:07:29,606 adding 'snowflake/cortex/_util.py' 2025-12-03T00:07:29,607 adding 'snowflake/ml/version.py' 2025-12-03T00:07:29,609 adding 'snowflake/ml/_internal/env.py' 2025-12-03T00:07:29,613 adding 'snowflake/ml/_internal/env_utils.py' 2025-12-03T00:07:29,616 adding 'snowflake/ml/_internal/file_utils.py' 2025-12-03T00:07:29,617 adding 'snowflake/ml/_internal/init_utils.py' 2025-12-03T00:07:29,618 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-12-03T00:07:29,620 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-12-03T00:07:29,621 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-12-03T00:07:29,625 adding 'snowflake/ml/_internal/telemetry.py' 2025-12-03T00:07:29,627 adding 'snowflake/ml/_internal/type_utils.py' 2025-12-03T00:07:29,629 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-12-03T00:07:29,630 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-12-03T00:07:29,632 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-12-03T00:07:29,633 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-12-03T00:07:29,634 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-12-03T00:07:29,635 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-12-03T00:07:29,637 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-12-03T00:07:29,639 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-12-03T00:07:29,640 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-12-03T00:07:29,641 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-12-03T00:07:29,643 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-12-03T00:07:29,644 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-12-03T00:07:29,645 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-12-03T00:07:29,647 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-12-03T00:07:29,650 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-12-03T00:07:29,651 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-12-03T00:07:29,652 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-12-03T00:07:29,654 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-12-03T00:07:29,656 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-12-03T00:07:29,658 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-12-03T00:07:29,659 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-12-03T00:07:29,660 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-12-03T00:07:29,662 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-12-03T00:07:29,664 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-12-03T00:07:29,665 adding 'snowflake/ml/_internal/utils/result.py' 2025-12-03T00:07:29,667 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-12-03T00:07:29,669 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-12-03T00:07:29,670 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-12-03T00:07:29,672 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-12-03T00:07:29,673 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-12-03T00:07:29,675 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-12-03T00:07:29,676 adding 'snowflake/ml/data/__init__.py' 2025-12-03T00:07:29,678 adding 'snowflake/ml/data/data_connector.py' 2025-12-03T00:07:29,680 adding 'snowflake/ml/data/data_ingestor.py' 2025-12-03T00:07:29,681 adding 'snowflake/ml/data/data_source.py' 2025-12-03T00:07:29,682 adding 'snowflake/ml/data/ingestor_utils.py' 2025-12-03T00:07:29,684 adding 'snowflake/ml/data/torch_utils.py' 2025-12-03T00:07:29,686 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-12-03T00:07:29,688 adding 'snowflake/ml/dataset/__init__.py' 2025-12-03T00:07:29,691 adding 'snowflake/ml/dataset/dataset.py' 2025-12-03T00:07:29,692 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-12-03T00:07:29,694 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-12-03T00:07:29,695 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-12-03T00:07:29,697 adding 'snowflake/ml/experiment/__init__.py' 2025-12-03T00:07:29,699 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-12-03T00:07:29,701 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-12-03T00:07:29,702 adding 'snowflake/ml/experiment/utils.py' 2025-12-03T00:07:29,704 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-12-03T00:07:29,706 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-12-03T00:07:29,707 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-12-03T00:07:29,709 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-12-03T00:07:29,710 adding 'snowflake/ml/experiment/_entities/run.py' 2025-12-03T00:07:29,711 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-12-03T00:07:29,713 adding 'snowflake/ml/experiment/callback/keras.py' 2025-12-03T00:07:29,714 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-12-03T00:07:29,716 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-12-03T00:07:29,718 adding 'snowflake/ml/feature_store/__init__.py' 2025-12-03T00:07:29,719 adding 'snowflake/ml/feature_store/access_manager.py' 2025-12-03T00:07:29,721 adding 'snowflake/ml/feature_store/entity.py' 2025-12-03T00:07:29,737 adding 'snowflake/ml/feature_store/feature_store.py' 2025-12-03T00:07:29,743 adding 'snowflake/ml/feature_store/feature_view.py' 2025-12-03T00:07:29,746 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-12-03T00:07:29,747 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-12-03T00:07:29,748 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-12-03T00:07:29,750 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-12-03T00:07:29,752 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-12-03T00:07:29,754 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-12-03T00:07:29,755 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-12-03T00:07:29,757 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-12-03T00:07:29,758 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-12-03T00:07:29,760 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-12-03T00:07:29,761 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-12-03T00:07:29,763 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-12-03T00:07:29,764 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-12-03T00:07:29,766 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-12-03T00:07:29,767 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-12-03T00:07:29,768 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-12-03T00:07:29,770 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-12-03T00:07:29,771 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-12-03T00:07:29,773 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-12-03T00:07:29,774 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-12-03T00:07:29,776 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-12-03T00:07:29,777 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-12-03T00:07:29,779 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-12-03T00:07:29,782 adding 'snowflake/ml/fileset/fileset.py' 2025-12-03T00:07:29,785 adding 'snowflake/ml/fileset/sfcfs.py' 2025-12-03T00:07:29,786 adding 'snowflake/ml/fileset/snowfs.py' 2025-12-03T00:07:29,789 adding 'snowflake/ml/fileset/stage_fs.py' 2025-12-03T00:07:29,791 adding 'snowflake/ml/jobs/__init__.py' 2025-12-03T00:07:29,793 adding 'snowflake/ml/jobs/decorators.py' 2025-12-03T00:07:29,796 adding 'snowflake/ml/jobs/job.py' 2025-12-03T00:07:29,799 adding 'snowflake/ml/jobs/manager.py' 2025-12-03T00:07:29,801 adding 'snowflake/ml/jobs/_interop/__init__.py' 2025-12-03T00:07:29,802 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2025-12-03T00:07:29,804 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2025-12-03T00:07:29,806 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2025-12-03T00:07:29,808 adding 'snowflake/ml/jobs/_interop/legacy.py' 2025-12-03T00:07:29,810 adding 'snowflake/ml/jobs/_interop/protocols.py' 2025-12-03T00:07:29,811 adding 'snowflake/ml/jobs/_interop/results.py' 2025-12-03T00:07:29,813 adding 'snowflake/ml/jobs/_interop/utils.py' 2025-12-03T00:07:29,814 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-12-03T00:07:29,815 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-12-03T00:07:29,817 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-12-03T00:07:29,818 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-12-03T00:07:29,822 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-12-03T00:07:29,823 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-12-03T00:07:29,824 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-12-03T00:07:29,827 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-12-03T00:07:29,828 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-12-03T00:07:29,830 adding 'snowflake/ml/jobs/_utils/types.py' 2025-12-03T00:07:29,831 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-12-03T00:07:29,833 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-12-03T00:07:29,835 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-12-03T00:07:29,837 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-12-03T00:07:29,839 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-12-03T00:07:29,841 adding 'snowflake/ml/lineage/__init__.py' 2025-12-03T00:07:29,842 adding 'snowflake/ml/lineage/lineage_node.py' 2025-12-03T00:07:29,844 adding 'snowflake/ml/model/__init__.py' 2025-12-03T00:07:29,846 adding 'snowflake/ml/model/custom_model.py' 2025-12-03T00:07:29,848 adding 'snowflake/ml/model/event_handler.py' 2025-12-03T00:07:29,849 adding 'snowflake/ml/model/inference_engine.py' 2025-12-03T00:07:29,853 adding 'snowflake/ml/model/model_signature.py' 2025-12-03T00:07:29,854 adding 'snowflake/ml/model/openai_signatures.py' 2025-12-03T00:07:29,855 adding 'snowflake/ml/model/target_platform.py' 2025-12-03T00:07:29,856 adding 'snowflake/ml/model/task.py' 2025-12-03T00:07:29,859 adding 'snowflake/ml/model/type_hints.py' 2025-12-03T00:07:29,860 adding 'snowflake/ml/model/volatility.py' 2025-12-03T00:07:29,863 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-12-03T00:07:29,864 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2025-12-03T00:07:29,866 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-12-03T00:07:29,872 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-12-03T00:07:29,874 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-12-03T00:07:29,879 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-12-03T00:07:29,884 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-12-03T00:07:29,887 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-12-03T00:07:29,889 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-12-03T00:07:29,891 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-12-03T00:07:29,892 adding 'snowflake/ml/model/_client/sql/model.py' 2025-12-03T00:07:29,894 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-12-03T00:07:29,897 adding 'snowflake/ml/model/_client/sql/service.py' 2025-12-03T00:07:29,898 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-12-03T00:07:29,900 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-12-03T00:07:29,902 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-12-03T00:07:29,904 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-12-03T00:07:29,906 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-12-03T00:07:29,907 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-12-03T00:07:29,909 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-12-03T00:07:29,910 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-12-03T00:07:29,911 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-12-03T00:07:29,912 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2025-12-03T00:07:29,914 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2025-12-03T00:07:29,916 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2025-12-03T00:07:29,917 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2025-12-03T00:07:29,919 adding 'snowflake/ml/model/_packager/model_handler.py' 2025-12-03T00:07:29,921 adding 'snowflake/ml/model/_packager/model_packager.py' 2025-12-03T00:07:29,924 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2025-12-03T00:07:29,926 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2025-12-03T00:07:29,929 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2025-12-03T00:07:29,931 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2025-12-03T00:07:29,932 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2025-12-03T00:07:29,936 adding 'snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py' 2025-12-03T00:07:29,938 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-12-03T00:07:29,940 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-12-03T00:07:29,942 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-12-03T00:07:29,945 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2025-12-03T00:07:29,947 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-12-03T00:07:29,949 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-12-03T00:07:29,951 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-12-03T00:07:29,954 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-12-03T00:07:29,956 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-12-03T00:07:29,958 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-12-03T00:07:29,959 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-12-03T00:07:29,961 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-12-03T00:07:29,963 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-12-03T00:07:29,964 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-12-03T00:07:29,965 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-12-03T00:07:29,966 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-12-03T00:07:29,968 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-12-03T00:07:29,971 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-12-03T00:07:29,973 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-12-03T00:07:29,975 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-12-03T00:07:29,976 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-12-03T00:07:29,977 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2025-12-03T00:07:29,979 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2025-12-03T00:07:29,981 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2025-12-03T00:07:29,983 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2025-12-03T00:07:29,985 adding 'snowflake/ml/model/_signatures/base_handler.py' 2025-12-03T00:07:29,986 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2025-12-03T00:07:29,988 adding 'snowflake/ml/model/_signatures/core.py' 2025-12-03T00:07:29,990 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2025-12-03T00:07:29,991 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2025-12-03T00:07:29,993 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2025-12-03T00:07:29,995 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2025-12-03T00:07:29,996 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2025-12-03T00:07:29,998 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2025-12-03T00:07:30,000 adding 'snowflake/ml/model/_signatures/utils.py' 2025-12-03T00:07:30,003 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2025-12-03T00:07:30,007 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2025-12-03T00:07:30,008 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2025-12-03T00:07:30,009 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2025-12-03T00:07:30,011 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2025-12-03T00:07:30,012 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2025-12-03T00:07:30,014 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2025-12-03T00:07:30,016 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2025-12-03T00:07:30,017 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2025-12-03T00:07:30,023 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2025-12-03T00:07:30,025 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2025-12-03T00:07:30,027 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2025-12-03T00:07:30,031 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2025-12-03T00:07:30,033 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2025-12-03T00:07:30,035 adding 'snowflake/ml/modeling/calibration/__init__.py' 2025-12-03T00:07:30,039 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2025-12-03T00:07:30,042 adding 'snowflake/ml/modeling/cluster/__init__.py' 2025-12-03T00:07:30,046 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2025-12-03T00:07:30,051 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-12-03T00:07:30,055 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-12-03T00:07:30,060 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-12-03T00:07:30,065 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-12-03T00:07:30,070 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-12-03T00:07:30,075 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-12-03T00:07:30,079 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-12-03T00:07:30,084 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-12-03T00:07:30,089 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-12-03T00:07:30,094 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-12-03T00:07:30,099 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-12-03T00:07:30,104 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-12-03T00:07:30,106 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-12-03T00:07:30,110 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-12-03T00:07:30,115 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-12-03T00:07:30,117 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-12-03T00:07:30,121 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-12-03T00:07:30,126 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-12-03T00:07:30,130 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-12-03T00:07:30,135 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-12-03T00:07:30,140 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-12-03T00:07:30,144 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-12-03T00:07:30,148 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-12-03T00:07:30,153 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2025-12-03T00:07:30,155 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2025-12-03T00:07:30,160 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2025-12-03T00:07:30,164 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2025-12-03T00:07:30,169 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2025-12-03T00:07:30,174 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2025-12-03T00:07:30,178 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2025-12-03T00:07:30,183 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2025-12-03T00:07:30,188 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2025-12-03T00:07:30,193 adding 'snowflake/ml/modeling/decomposition/pca.py' 2025-12-03T00:07:30,198 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2025-12-03T00:07:30,202 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2025-12-03T00:07:30,204 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2025-12-03T00:07:30,209 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2025-12-03T00:07:30,214 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2025-12-03T00:07:30,217 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2025-12-03T00:07:30,221 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2025-12-03T00:07:30,226 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2025-12-03T00:07:30,231 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2025-12-03T00:07:30,236 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2025-12-03T00:07:30,242 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2025-12-03T00:07:30,247 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2025-12-03T00:07:30,253 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2025-12-03T00:07:30,258 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2025-12-03T00:07:30,264 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2025-12-03T00:07:30,270 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2025-12-03T00:07:30,276 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2025-12-03T00:07:30,281 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2025-12-03T00:07:30,287 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2025-12-03T00:07:30,291 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2025-12-03T00:07:30,296 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2025-12-03T00:07:30,301 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2025-12-03T00:07:30,303 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2025-12-03T00:07:30,307 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2025-12-03T00:07:30,312 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2025-12-03T00:07:30,316 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2025-12-03T00:07:30,320 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2025-12-03T00:07:30,325 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2025-12-03T00:07:30,329 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2025-12-03T00:07:30,334 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2025-12-03T00:07:30,338 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2025-12-03T00:07:30,341 adding 'snowflake/ml/modeling/framework/_utils.py' 2025-12-03T00:07:30,344 adding 'snowflake/ml/modeling/framework/base.py' 2025-12-03T00:07:30,347 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2025-12-03T00:07:30,351 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-12-03T00:07:30,356 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-12-03T00:07:30,358 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-12-03T00:07:30,363 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-12-03T00:07:30,368 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-12-03T00:07:30,372 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-12-03T00:07:30,375 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-12-03T00:07:30,377 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-12-03T00:07:30,381 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-12-03T00:07:30,385 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-12-03T00:07:30,390 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-12-03T00:07:30,395 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-12-03T00:07:30,399 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-12-03T00:07:30,401 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-12-03T00:07:30,405 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-12-03T00:07:30,407 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-12-03T00:07:30,411 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-12-03T00:07:30,416 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-12-03T00:07:30,418 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-12-03T00:07:30,423 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-12-03T00:07:30,427 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-12-03T00:07:30,432 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-12-03T00:07:30,437 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-12-03T00:07:30,442 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-12-03T00:07:30,446 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-12-03T00:07:30,451 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-12-03T00:07:30,455 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-12-03T00:07:30,460 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-12-03T00:07:30,465 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-12-03T00:07:30,470 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-12-03T00:07:30,474 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-12-03T00:07:30,479 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-12-03T00:07:30,484 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-12-03T00:07:30,489 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-12-03T00:07:30,494 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-12-03T00:07:30,499 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-12-03T00:07:30,504 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-12-03T00:07:30,509 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-12-03T00:07:30,514 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-12-03T00:07:30,518 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-12-03T00:07:30,523 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-12-03T00:07:30,528 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-12-03T00:07:30,533 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-12-03T00:07:30,538 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-12-03T00:07:30,543 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-12-03T00:07:30,548 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-12-03T00:07:30,553 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-12-03T00:07:30,558 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-12-03T00:07:30,563 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-12-03T00:07:30,569 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-12-03T00:07:30,574 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-12-03T00:07:30,579 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-12-03T00:07:30,584 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-12-03T00:07:30,589 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-12-03T00:07:30,592 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-12-03T00:07:30,596 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-12-03T00:07:30,601 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-12-03T00:07:30,606 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-12-03T00:07:30,612 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-12-03T00:07:30,615 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-12-03T00:07:30,621 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-12-03T00:07:30,623 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-12-03T00:07:30,625 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-12-03T00:07:30,627 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-12-03T00:07:30,629 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-12-03T00:07:30,632 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-12-03T00:07:30,634 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-12-03T00:07:30,639 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-12-03T00:07:30,644 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-12-03T00:07:30,646 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-12-03T00:07:30,649 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-12-03T00:07:30,653 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-12-03T00:07:30,655 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-12-03T00:07:30,659 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-12-03T00:07:30,664 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-12-03T00:07:30,668 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-12-03T00:07:30,670 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-12-03T00:07:30,674 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-12-03T00:07:30,679 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-12-03T00:07:30,684 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-12-03T00:07:30,688 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2025-12-03T00:07:30,693 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2025-12-03T00:07:30,695 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2025-12-03T00:07:30,700 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2025-12-03T00:07:30,705 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2025-12-03T00:07:30,709 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2025-12-03T00:07:30,715 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2025-12-03T00:07:30,719 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2025-12-03T00:07:30,724 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2025-12-03T00:07:30,729 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2025-12-03T00:07:30,734 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2025-12-03T00:07:30,739 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-12-03T00:07:30,741 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-12-03T00:07:30,745 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-12-03T00:07:30,752 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-12-03T00:07:30,757 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-12-03T00:07:30,759 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-12-03T00:07:30,760 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-12-03T00:07:30,761 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-12-03T00:07:30,763 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-12-03T00:07:30,767 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-12-03T00:07:30,769 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-12-03T00:07:30,771 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-12-03T00:07:30,773 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-12-03T00:07:30,775 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-12-03T00:07:30,777 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-12-03T00:07:30,778 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-12-03T00:07:30,781 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-12-03T00:07:30,789 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-12-03T00:07:30,794 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-12-03T00:07:30,798 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-12-03T00:07:30,801 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-12-03T00:07:30,802 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-12-03T00:07:30,804 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-12-03T00:07:30,808 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-12-03T00:07:30,813 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-12-03T00:07:30,815 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-12-03T00:07:30,820 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-12-03T00:07:30,825 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-12-03T00:07:30,831 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-12-03T00:07:30,836 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-12-03T00:07:30,841 adding 'snowflake/ml/modeling/svm/svc.py' 2025-12-03T00:07:30,846 adding 'snowflake/ml/modeling/svm/svr.py' 2025-12-03T00:07:30,848 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-12-03T00:07:30,853 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-12-03T00:07:30,858 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-12-03T00:07:30,863 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-12-03T00:07:30,868 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-12-03T00:07:30,870 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-12-03T00:07:30,876 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-12-03T00:07:30,881 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-12-03T00:07:30,888 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-12-03T00:07:30,894 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-12-03T00:07:30,897 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-12-03T00:07:30,898 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-12-03T00:07:30,899 adding 'snowflake/ml/monitoring/shap.py' 2025-12-03T00:07:30,902 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-12-03T00:07:30,903 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-12-03T00:07:30,904 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-12-03T00:07:30,906 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-12-03T00:07:30,908 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-12-03T00:07:30,910 adding 'snowflake/ml/registry/__init__.py' 2025-12-03T00:07:30,913 adding 'snowflake/ml/registry/registry.py' 2025-12-03T00:07:30,916 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-12-03T00:07:30,918 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-12-03T00:07:30,920 adding 'snowflake/ml/utils/authentication.py' 2025-12-03T00:07:30,922 adding 'snowflake/ml/utils/connection_params.py' 2025-12-03T00:07:30,923 adding 'snowflake/ml/utils/html_utils.py' 2025-12-03T00:07:30,925 adding 'snowflake/ml/utils/sparse.py' 2025-12-03T00:07:30,926 adding 'snowflake/ml/utils/sql_client.py' 2025-12-03T00:07:30,929 adding 'snowflake_ml_python-1.20.0.dist-info/licenses/LICENSE.txt' 2025-12-03T00:07:30,943 adding 'snowflake_ml_python-1.20.0.dist-info/METADATA' 2025-12-03T00:07:30,944 adding 'snowflake_ml_python-1.20.0.dist-info/WHEEL' 2025-12-03T00:07:30,945 adding 'snowflake_ml_python-1.20.0.dist-info/top_level.txt' 2025-12-03T00:07:30,953 adding 'snowflake_ml_python-1.20.0.dist-info/RECORD' 2025-12-03T00:07:30,980 removing build/bdist.linux-armv7l/wheel 2025-12-03T00:07:31,204 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-12-03T00:07:31,252 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.20.0-py3-none-any.whl size=2202663 sha256=7df53f0c85b1bd7c0a660ead74c531227a21930fd396bcf1ba1718386eb795fe 2025-12-03T00:07:31,254 Stored in directory: /tmp/pip-ephem-wheel-cache-wahcpgj_/wheels/bf/04/c8/82cee2941dec8984cdc87a3cf70417009f16ce475f1ba1ad4c 2025-12-03T00:07:31,304 Successfully built snowflake-ml-python 2025-12-03T00:07:31,379 Removed build tracker: '/tmp/pip-build-tracker-8n1irtvt'