2025-10-24T15:22:05,861 Created temporary directory: /tmp/pip-ephem-wheel-cache-km66epij 2025-10-24T15:22:05,863 Created temporary directory: /tmp/pip-build-tracker-7sg4zqgz 2025-10-24T15:22:05,863 Initialized build tracking at /tmp/pip-build-tracker-7sg4zqgz 2025-10-24T15:22:05,864 Created build tracker: /tmp/pip-build-tracker-7sg4zqgz 2025-10-24T15:22:05,864 Entered build tracker: /tmp/pip-build-tracker-7sg4zqgz 2025-10-24T15:22:05,865 Created temporary directory: /tmp/pip-wheel-3l2zk46l 2025-10-24T15:22:05,868 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-10-24T15:22:05,870 Created temporary directory: /tmp/pip-ephem-wheel-cache-x10n447e 2025-10-24T15:22:05,892 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-10-24T15:22:05,895 2 location(s) to search for versions of snowflake-ml-python: 2025-10-24T15:22:05,895 * https://pypi.org/simple/snowflake-ml-python/ 2025-10-24T15:22:05,895 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-10-24T15:22:05,896 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-10-24T15:22:05,897 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-10-24T15:22:05,898 Found index url https://pypi.org/simple 2025-10-24T15:22:06,037 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-10-24T15:22:06,053 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,305 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.2-py3-none-any.whl#sha256=89c4ac53936d735e937454a55d8e32c1e7ad4010293f7eaf007ce8faa5a9e52b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,306 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.1-py3-none-any.whl#sha256=21886a3fb1dda91bf6fbdd1f6a30deb5ca607447d8e16ef5be6855d7bd4c0c27 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,306 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,307 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,307 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,308 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,309 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,309 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,310 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,310 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,311 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-24T15:22:06,311 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-24T15:22:06,312 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-24T15:22:06,312 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-24T15:22:06,313 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-24T15:22:06,313 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-24T15:22:06,314 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-24T15:22:06,315 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-24T15:22:06,315 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-24T15:22:06,316 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-24T15:22:06,316 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-24T15:22:06,317 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-10-24T15:22:06,317 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-10-24T15:22:06,340 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-10-24T15:22:06,358 Collecting snowflake-ml-python==1.18.0 2025-10-24T15:22:06,360 Created temporary directory: /tmp/pip-unpack-wb604w0v 2025-10-24T15:22:06,681 Downloading snowflake_ml_python-1.18.0.tar.gz (1.9 MB) 2025-10-24T15:22:08,382 Added snowflake-ml-python==1.18.0 from https://files.pythonhosted.org/packages/c2/0e/b962126448906d2e1f75995bcf8878376898815958eaf4d9069ba1babdd3/snowflake_ml_python-1.18.0.tar.gz to build tracker '/tmp/pip-build-tracker-7sg4zqgz' 2025-10-24T15:22:08,388 Created temporary directory: /tmp/pip-build-env-vu9d3v50 2025-10-24T15:22:08,392 Installing build dependencies: started 2025-10-24T15:22:08,394 Running command pip subprocess to install build dependencies 2025-10-24T15:22:09,555 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-10-24T15:22:10,162 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-10-24T15:22:10,185 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-10-24T15:22:11,921 Collecting setuptools>=61.0 2025-10-24T15:22:12,012 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-10-24T15:22:14,954 Installing collected packages: setuptools 2025-10-24T15:22:18,661 Successfully installed setuptools-80.9.0 2025-10-24T15:22:18,929 Installing build dependencies: finished with status 'done' 2025-10-24T15:22:18,936 Getting requirements to build wheel: started 2025-10-24T15:22:18,937 Running command Getting requirements to build wheel 2025-10-24T15:22:19,608 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-24T15:22:19,608 !! 2025-10-24T15:22:19,609 ******************************************************************************** 2025-10-24T15:22:19,610 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-10-24T15:22:19,610 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-24T15:22:19,611 or your builds will no longer be supported. 2025-10-24T15:22:19,612 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:19,612 ******************************************************************************** 2025-10-24T15:22:19,613 !! 2025-10-24T15:22:19,614 corresp(dist, value, root_dir) 2025-10-24T15:22:19,710 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-24T15:22:19,710 !! 2025-10-24T15:22:19,711 ******************************************************************************** 2025-10-24T15:22:19,712 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-24T15:22:19,713 License :: OSI Approved :: Apache Software License 2025-10-24T15:22:19,714 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:19,715 ******************************************************************************** 2025-10-24T15:22:19,716 !! 2025-10-24T15:22:19,717 dist._finalize_license_expression() 2025-10-24T15:22:19,729 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-24T15:22:19,730 !! 2025-10-24T15:22:19,731 ******************************************************************************** 2025-10-24T15:22:19,731 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-24T15:22:19,733 License :: OSI Approved :: Apache Software License 2025-10-24T15:22:19,734 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:19,735 ******************************************************************************** 2025-10-24T15:22:19,736 !! 2025-10-24T15:22:19,737 self._finalize_license_expression() 2025-10-24T15:22:19,738 running egg_info 2025-10-24T15:22:19,745 writing snowflake_ml_python.egg-info/PKG-INFO 2025-10-24T15:22:19,769 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-10-24T15:22:19,785 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-10-24T15:22:19,787 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-10-24T15:22:19,990 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:20,016 adding license file 'LICENSE.txt' 2025-10-24T15:22:20,046 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:20,145 Getting requirements to build wheel: finished with status 'done' 2025-10-24T15:22:20,149 Created temporary directory: /tmp/pip-modern-metadata-l69camn_ 2025-10-24T15:22:20,151 Preparing metadata (pyproject.toml): started 2025-10-24T15:22:20,153 Running command Preparing metadata (pyproject.toml) 2025-10-24T15:22:20,787 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-24T15:22:20,787 !! 2025-10-24T15:22:20,788 ******************************************************************************** 2025-10-24T15:22:20,789 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-10-24T15:22:20,790 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-24T15:22:20,790 or your builds will no longer be supported. 2025-10-24T15:22:20,791 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:20,791 ******************************************************************************** 2025-10-24T15:22:20,792 !! 2025-10-24T15:22:20,793 corresp(dist, value, root_dir) 2025-10-24T15:22:20,882 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-24T15:22:20,883 !! 2025-10-24T15:22:20,884 ******************************************************************************** 2025-10-24T15:22:20,884 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-24T15:22:20,885 License :: OSI Approved :: Apache Software License 2025-10-24T15:22:20,887 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:20,887 ******************************************************************************** 2025-10-24T15:22:20,888 !! 2025-10-24T15:22:20,889 dist._finalize_license_expression() 2025-10-24T15:22:20,901 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-24T15:22:20,902 !! 2025-10-24T15:22:20,903 ******************************************************************************** 2025-10-24T15:22:20,904 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-24T15:22:20,905 License :: OSI Approved :: Apache Software License 2025-10-24T15:22:20,906 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:20,907 ******************************************************************************** 2025-10-24T15:22:20,908 !! 2025-10-24T15:22:20,908 self._finalize_license_expression() 2025-10-24T15:22:20,909 running dist_info 2025-10-24T15:22:20,921 creating /tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info 2025-10-24T15:22:20,922 writing /tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/PKG-INFO 2025-10-24T15:22:20,946 writing dependency_links to /tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/dependency_links.txt 2025-10-24T15:22:20,961 writing requirements to /tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/requires.txt 2025-10-24T15:22:20,963 writing top-level names to /tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/top_level.txt 2025-10-24T15:22:20,964 writing manifest file '/tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:21,140 reading manifest file '/tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:21,142 adding license file 'LICENSE.txt' 2025-10-24T15:22:21,165 writing manifest file '/tmp/pip-modern-metadata-l69camn_/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:21,167 creating '/tmp/pip-modern-metadata-l69camn_/snowflake_ml_python-1.18.0.dist-info' 2025-10-24T15:22:21,294 Preparing metadata (pyproject.toml): finished with status 'done' 2025-10-24T15:22:21,307 Source in /tmp/pip-wheel-3l2zk46l/snowflake-ml-python_2ba9fa64e1e1468cb8472fee7da2fa4b has version 1.18.0, which satisfies requirement snowflake-ml-python==1.18.0 from https://files.pythonhosted.org/packages/c2/0e/b962126448906d2e1f75995bcf8878376898815958eaf4d9069ba1babdd3/snowflake_ml_python-1.18.0.tar.gz 2025-10-24T15:22:21,308 Removed snowflake-ml-python==1.18.0 from https://files.pythonhosted.org/packages/c2/0e/b962126448906d2e1f75995bcf8878376898815958eaf4d9069ba1babdd3/snowflake_ml_python-1.18.0.tar.gz from build tracker '/tmp/pip-build-tracker-7sg4zqgz' 2025-10-24T15:22:21,329 Created temporary directory: /tmp/pip-unpack-yqrcj1zg 2025-10-24T15:22:21,330 Building wheels for collected packages: snowflake-ml-python 2025-10-24T15:22:21,334 Created temporary directory: /tmp/pip-wheel-jbcvm11e 2025-10-24T15:22:21,335 Destination directory: /tmp/pip-wheel-jbcvm11e 2025-10-24T15:22:21,337 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-10-24T15:22:21,338 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-10-24T15:22:21,926 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-24T15:22:21,927 !! 2025-10-24T15:22:21,928 ******************************************************************************** 2025-10-24T15:22:21,928 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-10-24T15:22:21,929 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-24T15:22:21,930 or your builds will no longer be supported. 2025-10-24T15:22:21,931 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:21,932 ******************************************************************************** 2025-10-24T15:22:21,933 !! 2025-10-24T15:22:21,933 corresp(dist, value, root_dir) 2025-10-24T15:22:22,018 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-24T15:22:22,019 !! 2025-10-24T15:22:22,020 ******************************************************************************** 2025-10-24T15:22:22,020 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-24T15:22:22,021 License :: OSI Approved :: Apache Software License 2025-10-24T15:22:22,022 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:22,023 ******************************************************************************** 2025-10-24T15:22:22,024 !! 2025-10-24T15:22:22,025 dist._finalize_license_expression() 2025-10-24T15:22:22,038 /tmp/pip-build-env-vu9d3v50/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-24T15:22:22,039 !! 2025-10-24T15:22:22,040 ******************************************************************************** 2025-10-24T15:22:22,040 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-24T15:22:22,042 License :: OSI Approved :: Apache Software License 2025-10-24T15:22:22,043 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-24T15:22:22,044 ******************************************************************************** 2025-10-24T15:22:22,045 !! 2025-10-24T15:22:22,046 self._finalize_license_expression() 2025-10-24T15:22:22,046 running bdist_wheel 2025-10-24T15:22:22,062 running build 2025-10-24T15:22:22,063 running build_py 2025-10-24T15:22:22,070 creating build/lib/snowflake/ml 2025-10-24T15:22:22,088 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-10-24T15:22:22,091 creating build/lib/snowflake/cortex 2025-10-24T15:22:22,092 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,094 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,096 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,098 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,100 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,102 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,104 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,107 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,109 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,111 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,113 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,115 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-10-24T15:22:22,118 creating build/lib/snowflake/ml/model 2025-10-24T15:22:22,119 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,121 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,123 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,125 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,127 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,129 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,132 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,134 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,136 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,138 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-10-24T15:22:22,140 creating build/lib/snowflake/ml/utils 2025-10-24T15:22:22,141 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-10-24T15:22:22,143 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-10-24T15:22:22,145 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-10-24T15:22:22,147 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-10-24T15:22:22,149 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-10-24T15:22:22,152 creating build/lib/snowflake/ml/dataset 2025-10-24T15:22:22,153 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-10-24T15:22:22,156 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-10-24T15:22:22,158 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-10-24T15:22:22,160 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-10-24T15:22:22,162 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-10-24T15:22:22,165 creating build/lib/snowflake/ml/data 2025-10-24T15:22:22,166 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-10-24T15:22:22,168 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-10-24T15:22:22,169 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-10-24T15:22:22,171 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-10-24T15:22:22,173 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-10-24T15:22:22,175 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-10-24T15:22:22,178 creating build/lib/snowflake/ml/feature_store 2025-10-24T15:22:22,179 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-10-24T15:22:22,184 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-10-24T15:22:22,186 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-10-24T15:22:22,188 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-10-24T15:22:22,191 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-10-24T15:22:22,194 creating build/lib/snowflake/ml/jobs 2025-10-24T15:22:22,196 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-10-24T15:22:22,199 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-10-24T15:22:22,202 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-10-24T15:22:22,204 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-10-24T15:22:22,207 creating build/lib/snowflake/ml/monitoring 2025-10-24T15:22:22,208 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-10-24T15:22:22,211 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-10-24T15:22:22,213 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-10-24T15:22:22,216 creating build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,217 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,219 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,221 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,224 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,228 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,229 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,232 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,234 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,237 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-10-24T15:22:22,239 creating build/lib/snowflake/ml/registry 2025-10-24T15:22:22,241 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-10-24T15:22:22,244 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-10-24T15:22:22,246 creating build/lib/snowflake/ml/experiment 2025-10-24T15:22:22,248 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-10-24T15:22:22,250 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-10-24T15:22:22,252 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-10-24T15:22:22,254 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-10-24T15:22:22,257 creating build/lib/snowflake/ml/lineage 2025-10-24T15:22:22,258 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-10-24T15:22:22,261 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-10-24T15:22:22,264 creating build/lib/snowflake/ml/fileset 2025-10-24T15:22:22,265 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-10-24T15:22:22,268 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-10-24T15:22:22,271 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-10-24T15:22:22,274 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-10-24T15:22:22,276 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-10-24T15:22:22,279 creating build/lib/snowflake/ml/model/_packager 2025-10-24T15:22:22,280 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-10-24T15:22:22,282 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-10-24T15:22:22,285 creating build/lib/snowflake/ml/model/_model_composer 2025-10-24T15:22:22,287 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-10-24T15:22:22,290 creating build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,291 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,294 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,297 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,299 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,302 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,304 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,306 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,309 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,311 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,314 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-24T15:22:22,317 creating build/lib/snowflake/ml/model/models 2025-10-24T15:22:22,318 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-10-24T15:22:22,322 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:22,324 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:22,326 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:22,328 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:22,330 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:22,332 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:22,335 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,336 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,339 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,342 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,344 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,348 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,350 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,353 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,356 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,359 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,362 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,365 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,367 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,370 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,373 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,376 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,379 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:22,382 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-24T15:22:22,383 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-24T15:22:22,386 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-24T15:22:22,389 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:22,390 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:22,392 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:22,395 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:22,398 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:22,399 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:22,401 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:22,403 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:22,405 creating build/lib/snowflake/ml/model/_packager/model_env 2025-10-24T15:22:22,406 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-10-24T15:22:22,410 creating build/lib/snowflake/ml/model/_packager/model_task 2025-10-24T15:22:22,411 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-10-24T15:22:22,413 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-24T15:22:22,414 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-24T15:22:22,417 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-24T15:22:22,419 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-10-24T15:22:22,420 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-10-24T15:22:22,423 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:22,424 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:22,426 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:22,428 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:22,430 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:22,432 creating build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,433 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,435 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,438 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,439 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,442 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,445 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-24T15:22:22,447 creating build/lib/snowflake/ml/model/_client/model 2025-10-24T15:22:22,448 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-10-24T15:22:22,450 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-10-24T15:22:22,454 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2025-10-24T15:22:22,456 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-10-24T15:22:22,459 creating build/lib/snowflake/ml/model/_client/service 2025-10-24T15:22:22,460 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-10-24T15:22:22,463 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-10-24T15:22:22,465 creating build/lib/snowflake/ml/model/_client/ops 2025-10-24T15:22:22,466 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-24T15:22:22,469 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-24T15:22:22,471 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-24T15:22:22,475 creating build/lib/snowflake/ml/data/_internal 2025-10-24T15:22:22,476 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-10-24T15:22:22,479 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,481 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,484 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,487 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,490 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,492 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,495 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:22,499 creating build/lib/snowflake/ml/modeling/multiclass 2025-10-24T15:22:22,500 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-24T15:22:22,503 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-24T15:22:22,507 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-24T15:22:22,508 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-24T15:22:22,512 creating build/lib/snowflake/ml/modeling/framework 2025-10-24T15:22:22,513 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-10-24T15:22:22,515 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-10-24T15:22:22,518 creating build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,519 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,522 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,525 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,528 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,532 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,535 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,538 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,541 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,543 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,546 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,549 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-24T15:22:22,553 creating build/lib/snowflake/ml/modeling/impute 2025-10-24T15:22:22,554 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-10-24T15:22:22,557 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-24T15:22:22,560 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-24T15:22:22,563 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-24T15:22:22,566 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-10-24T15:22:22,568 creating build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,570 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,573 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,576 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,579 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,583 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,586 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,588 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-24T15:22:22,591 creating build/lib/snowflake/ml/modeling/calibration 2025-10-24T15:22:22,592 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-10-24T15:22:22,594 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-10-24T15:22:22,597 creating build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,598 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,601 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,604 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,608 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,611 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,615 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,618 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,621 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,624 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,628 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,630 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,633 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,637 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,640 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-24T15:22:22,644 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,645 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,649 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,652 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,655 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,659 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,661 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:22,665 creating build/lib/snowflake/ml/modeling/manifold 2025-10-24T15:22:22,666 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-24T15:22:22,669 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-24T15:22:22,673 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-24T15:22:22,677 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-24T15:22:22,678 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-24T15:22:22,683 creating build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,684 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,686 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,688 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,691 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,694 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,696 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,699 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,702 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,705 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,707 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,709 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,712 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:22,715 creating build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,716 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,719 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,721 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,724 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,726 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,728 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,730 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-24T15:22:22,734 creating build/lib/snowflake/ml/modeling/model_selection 2025-10-24T15:22:22,735 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-24T15:22:22,738 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-24T15:22:22,741 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-24T15:22:22,743 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:22,744 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:22,748 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:22,749 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:22,753 creating build/lib/snowflake/ml/modeling/xgboost 2025-10-24T15:22:22,755 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-24T15:22:22,758 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-24T15:22:22,762 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-24T15:22:22,764 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-24T15:22:22,767 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-24T15:22:22,771 creating build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,772 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,775 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,779 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,782 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,785 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,788 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,792 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,795 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,798 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,800 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-24T15:22:22,804 creating build/lib/snowflake/ml/modeling/lightgbm 2025-10-24T15:22:22,805 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-24T15:22:22,808 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-24T15:22:22,812 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-24T15:22:22,814 creating build/lib/snowflake/ml/modeling/pipeline 2025-10-24T15:22:22,815 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-10-24T15:22:22,817 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-10-24T15:22:22,821 creating build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,822 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,825 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,829 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,832 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,835 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,838 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,842 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,846 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,849 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:22,851 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-24T15:22:22,852 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-24T15:22:22,856 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-24T15:22:22,859 creating build/lib/snowflake/ml/modeling/compose 2025-10-24T15:22:22,860 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-10-24T15:22:22,863 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-10-24T15:22:22,866 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-10-24T15:22:22,869 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:22,869 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:22,873 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:22,875 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:22,879 creating build/lib/snowflake/ml/modeling/neural_network 2025-10-24T15:22:22,880 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-24T15:22:22,883 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-24T15:22:22,887 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-24T15:22:22,889 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-24T15:22:22,892 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:22,893 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:22,897 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:22,900 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:22,902 creating build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,903 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,907 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,913 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,917 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,920 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,924 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,927 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,929 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,932 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-24T15:22:22,936 creating build/lib/snowflake/ml/modeling/mixture 2025-10-24T15:22:22,937 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-24T15:22:22,941 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-24T15:22:22,943 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-24T15:22:22,947 creating build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,948 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,952 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,955 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,959 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,962 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,965 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,968 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,972 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,975 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,976 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,979 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,983 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,986 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,989 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,992 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,995 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:22,998 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-24T15:22:23,003 creating build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,004 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,007 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,010 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,014 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,017 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,021 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,026 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,029 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,033 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,036 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,039 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,042 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,046 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,049 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,052 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,056 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,059 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,062 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,065 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,068 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,071 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,074 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,077 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,080 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,083 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,086 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,089 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,091 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,094 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,097 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,101 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,104 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,108 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,111 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,114 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,118 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-24T15:22:23,122 creating build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,123 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,126 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,129 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,131 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,134 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,137 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-24T15:22:23,139 creating build/lib/snowflake/ml/modeling/parameters 2025-10-24T15:22:23,141 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-24T15:22:23,143 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-24T15:22:23,145 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-24T15:22:23,148 creating build/lib/snowflake/ml/modeling/tree 2025-10-24T15:22:23,149 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-10-24T15:22:23,153 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-10-24T15:22:23,156 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-10-24T15:22:23,160 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-10-24T15:22:23,164 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-10-24T15:22:23,167 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:23,168 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:23,171 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:23,175 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:23,178 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:23,181 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:23,184 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-24T15:22:23,186 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-24T15:22:23,189 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-24T15:22:23,192 creating build/lib/snowflake/ml/feature_store/examples 2025-10-24T15:22:23,193 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-10-24T15:22:23,196 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-24T15:22:23,198 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-24T15:22:23,201 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-24T15:22:23,202 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-24T15:22:23,205 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-24T15:22:23,207 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-24T15:22:23,209 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-24T15:22:23,211 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-24T15:22:23,214 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-24T15:22:23,215 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-24T15:22:23,218 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-24T15:22:23,220 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-24T15:22:23,222 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-24T15:22:23,224 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-24T15:22:23,227 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-24T15:22:23,228 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-24T15:22:23,230 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-24T15:22:23,233 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-24T15:22:23,235 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-24T15:22:23,237 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-24T15:22:23,240 creating build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,241 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,244 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,246 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,249 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,252 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,254 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,257 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,259 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,262 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,264 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-24T15:22:23,267 creating build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,268 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,272 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,274 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,276 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,279 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,282 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,284 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,287 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2025-10-24T15:22:23,290 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:23,292 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:23,295 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:23,298 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:23,301 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:23,303 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:23,306 creating build/lib/snowflake/ml/monitoring/entities 2025-10-24T15:22:23,308 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-10-24T15:22:23,310 creating build/lib/snowflake/ml/monitoring/_manager 2025-10-24T15:22:23,312 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-10-24T15:22:23,315 creating build/lib/snowflake/ml/monitoring/_client 2025-10-24T15:22:23,316 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-10-24T15:22:23,321 creating build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,322 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,325 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,327 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,329 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,332 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,334 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,337 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,339 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,342 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-24T15:22:23,345 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:23,346 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:23,348 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:23,352 creating build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,353 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,356 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,359 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,361 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,364 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,367 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,369 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,372 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,374 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,377 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,380 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,382 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,385 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,388 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,391 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,393 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,395 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:23,398 creating build/lib/snowflake/ml/_internal/lineage 2025-10-24T15:22:23,399 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-10-24T15:22:23,402 creating build/lib/snowflake/ml/registry/_manager 2025-10-24T15:22:23,403 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-10-24T15:22:23,406 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-10-24T15:22:23,409 creating build/lib/snowflake/ml/experiment/_entities 2025-10-24T15:22:23,411 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-24T15:22:23,413 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-24T15:22:23,416 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-24T15:22:23,418 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-24T15:22:23,421 creating build/lib/snowflake/ml/experiment/callback 2025-10-24T15:22:23,422 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-10-24T15:22:23,424 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-10-24T15:22:23,427 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-10-24T15:22:23,431 creating build/lib/snowflake/ml/experiment/_client 2025-10-24T15:22:23,432 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-10-24T15:22:23,435 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-10-24T15:22:23,438 running egg_info 2025-10-24T15:22:23,450 writing snowflake_ml_python.egg-info/PKG-INFO 2025-10-24T15:22:23,475 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-10-24T15:22:23,490 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-10-24T15:22:23,492 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-10-24T15:22:23,878 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:23,904 adding license file 'LICENSE.txt' 2025-10-24T15:22:23,933 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-24T15:22:24,093 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,095 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,098 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,199 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-24T15:22:24,203 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-24T15:22:24,205 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:24,207 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:24,209 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:24,212 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:24,214 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:24,217 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:24,219 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-24T15:22:24,222 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-24T15:22:24,240 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-10-24T15:22:24,241 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-10-24T15:22:24,244 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-10-24T15:22:24,250 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:24,253 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:24,257 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-10-24T15:22:24,323 installing to build/bdist.linux-armv7l/wheel 2025-10-24T15:22:24,323 running install 2025-10-24T15:22:24,347 running install_lib 2025-10-24T15:22:24,353 creating build/bdist.linux-armv7l/wheel 2025-10-24T15:22:24,355 creating build/bdist.linux-armv7l/wheel/snowflake 2025-10-24T15:22:24,358 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-10-24T15:22:24,360 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-10-24T15:22:24,361 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,364 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-10-24T15:22:24,366 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:24,368 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:24,370 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:24,372 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:24,374 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:24,377 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-24T15:22:24,380 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,381 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,384 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,387 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,389 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,392 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,395 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,398 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,400 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,403 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,406 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,408 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,411 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,413 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,416 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,419 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,421 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-24T15:22:24,424 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-10-24T15:22:24,426 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-10-24T15:22:24,428 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-10-24T15:22:24,431 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:24,432 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:24,435 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:24,437 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-24T15:22:24,440 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:24,442 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:24,444 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:24,446 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2025-10-24T15:22:24,449 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-10-24T15:22:24,450 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-10-24T15:22:24,453 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-10-24T15:22:24,456 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-10-24T15:22:24,459 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-10-24T15:22:24,460 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-10-24T15:22:24,463 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-10-24T15:22:24,465 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-10-24T15:22:24,467 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2025-10-24T15:22:24,469 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2025-10-24T15:22:24,472 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-10-24T15:22:24,474 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2025-10-24T15:22:24,476 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-10-24T15:22:24,480 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,481 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,483 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,486 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,488 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,491 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,493 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,495 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-24T15:22:24,498 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-10-24T15:22:24,499 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,502 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,505 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,507 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,510 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,513 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,515 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,517 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,520 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,524 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-24T15:22:24,527 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-10-24T15:22:24,528 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-10-24T15:22:24,531 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,532 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,534 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,537 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,539 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,541 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,543 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,545 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,547 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-24T15:22:24,549 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-10-24T15:22:24,551 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-10-24T15:22:24,552 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-24T15:22:24,554 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-24T15:22:24,557 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-24T15:22:24,559 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-24T15:22:24,561 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-24T15:22:24,563 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-24T15:22:24,566 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-10-24T15:22:24,567 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-24T15:22:24,570 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-24T15:22:24,573 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-24T15:22:24,575 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-24T15:22:24,578 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-10-24T15:22:24,579 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-10-24T15:22:24,581 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-10-24T15:22:24,583 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-10-24T15:22:24,584 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-24T15:22:24,587 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-24T15:22:24,590 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-24T15:22:24,593 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-10-24T15:22:24,594 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-24T15:22:24,596 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-24T15:22:24,599 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-24T15:22:24,601 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-24T15:22:24,602 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-24T15:22:24,605 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-10-24T15:22:24,606 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-24T15:22:24,609 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-24T15:22:24,611 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-24T15:22:24,612 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-24T15:22:24,615 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-24T15:22:24,618 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-10-24T15:22:24,619 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-24T15:22:24,620 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-24T15:22:24,622 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-24T15:22:24,624 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-24T15:22:24,626 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-24T15:22:24,628 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-10-24T15:22:24,629 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-10-24T15:22:24,631 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-24T15:22:24,634 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-10-24T15:22:24,636 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,637 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,640 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,643 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,646 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,647 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,650 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-24T15:22:24,654 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-10-24T15:22:24,655 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-24T15:22:24,658 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-24T15:22:24,661 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-24T15:22:24,662 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-24T15:22:24,666 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-10-24T15:22:24,667 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-10-24T15:22:24,670 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-10-24T15:22:24,673 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,674 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,677 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,680 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,683 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,686 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,689 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,692 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,695 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,697 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,700 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,704 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-24T15:22:24,708 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-10-24T15:22:24,709 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-24T15:22:24,712 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-24T15:22:24,715 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-24T15:22:24,718 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-24T15:22:24,722 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-24T15:22:24,724 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-10-24T15:22:24,725 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,728 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,732 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,736 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,739 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,742 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,744 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-24T15:22:24,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-10-24T15:22:24,749 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-10-24T15:22:24,751 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-10-24T15:22:24,755 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-10-24T15:22:24,756 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,760 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,763 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,767 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,771 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,774 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,778 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,781 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,785 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,789 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,791 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,794 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,798 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,802 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-24T15:22:24,806 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,807 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,811 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,815 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,818 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,822 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,824 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-24T15:22:24,828 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-10-24T15:22:24,830 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-24T15:22:24,834 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-24T15:22:24,837 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-24T15:22:24,841 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-24T15:22:24,843 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-24T15:22:24,847 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,849 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,851 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,854 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,857 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,860 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,863 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,866 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,868 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,872 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,875 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,877 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,881 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-24T15:22:24,884 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-10-24T15:22:24,886 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,889 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,891 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,894 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,896 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,898 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,900 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-24T15:22:24,903 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-10-24T15:22:24,904 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-24T15:22:24,907 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-24T15:22:24,910 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-24T15:22:24,912 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:24,913 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:24,917 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:24,919 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-24T15:22:24,922 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-10-24T15:22:24,923 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-24T15:22:24,926 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-24T15:22:24,929 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-24T15:22:24,931 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-24T15:22:24,934 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-24T15:22:24,937 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,938 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,941 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,944 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,947 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,950 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,953 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,956 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,959 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,962 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,964 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-24T15:22:24,968 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-10-24T15:22:24,969 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-24T15:22:24,972 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-24T15:22:24,975 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-24T15:22:24,977 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-10-24T15:22:24,978 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-10-24T15:22:24,980 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-10-24T15:22:24,983 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-10-24T15:22:24,984 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:24,987 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:24,990 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:24,993 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:24,996 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:24,999 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:25,002 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:25,005 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:25,008 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-24T15:22:25,010 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-10-24T15:22:25,011 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-10-24T15:22:25,014 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-10-24T15:22:25,016 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-10-24T15:22:25,017 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-24T15:22:25,020 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-24T15:22:25,023 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-24T15:22:25,025 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:25,026 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:25,029 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:25,031 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-24T15:22:25,034 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-10-24T15:22:25,035 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-24T15:22:25,039 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-24T15:22:25,042 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-24T15:22:25,044 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-24T15:22:25,047 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:25,048 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:25,052 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:25,055 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-24T15:22:25,057 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-10-24T15:22:25,058 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,062 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,064 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,068 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,071 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,073 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,076 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,078 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,081 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-24T15:22:25,084 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-10-24T15:22:25,085 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-24T15:22:25,089 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-24T15:22:25,090 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-24T15:22:25,094 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,095 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,098 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,102 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,104 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,108 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,111 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,114 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,117 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,121 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,123 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,126 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,129 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,132 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,135 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,138 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,141 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,144 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-24T15:22:25,148 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,149 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,152 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,155 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,164 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,167 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,171 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,174 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,178 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,181 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,184 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,188 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,191 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,194 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,197 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,201 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,204 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,207 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,209 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,212 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,215 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,219 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,221 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,225 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,228 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,230 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,233 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,237 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,238 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,241 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,245 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,248 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,251 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,254 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,257 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,260 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,263 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-24T15:22:25,267 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-10-24T15:22:25,268 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-24T15:22:25,270 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-24T15:22:25,273 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-24T15:22:25,275 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:25,276 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:25,279 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:25,282 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:25,284 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:25,287 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-24T15:22:25,289 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-24T15:22:25,291 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-24T15:22:25,293 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-24T15:22:25,295 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-10-24T15:22:25,296 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-10-24T15:22:25,298 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-10-24T15:22:25,301 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-10-24T15:22:25,302 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-24T15:22:25,304 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-24T15:22:25,305 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-24T15:22:25,308 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-10-24T15:22:25,309 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-24T15:22:25,313 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-24T15:22:25,317 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-24T15:22:25,321 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-24T15:22:25,325 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-24T15:22:25,328 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-10-24T15:22:25,329 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-24T15:22:25,336 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-24T15:22:25,339 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-10-24T15:22:25,341 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-10-24T15:22:25,343 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-10-24T15:22:25,344 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2025-10-24T15:22:25,347 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2025-10-24T15:22:25,349 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-10-24T15:22:25,351 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-10-24T15:22:25,354 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-24T15:22:25,355 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-24T15:22:25,357 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-24T15:22:25,359 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-24T15:22:25,362 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2025-10-24T15:22:25,364 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2025-10-24T15:22:25,366 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-10-24T15:22:25,369 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:25,371 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:25,373 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:25,375 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:25,377 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:25,379 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-24T15:22:25,382 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-24T15:22:25,384 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-24T15:22:25,386 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-24T15:22:25,388 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-24T15:22:25,390 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-24T15:22:25,392 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-24T15:22:25,395 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-24T15:22:25,397 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-24T15:22:25,398 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-24T15:22:25,401 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-24T15:22:25,403 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-24T15:22:25,405 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-24T15:22:25,407 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-24T15:22:25,409 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-24T15:22:25,411 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-24T15:22:25,415 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-10-24T15:22:25,416 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-10-24T15:22:25,417 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,419 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,421 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,423 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,426 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,428 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,430 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,432 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,434 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,435 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-24T15:22:25,438 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:25,439 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:25,441 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:25,444 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:25,446 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:25,448 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-24T15:22:25,450 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-24T15:22:25,452 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-24T15:22:25,455 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-24T15:22:25,457 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2025-10-24T15:22:25,458 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,461 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,463 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,464 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,466 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,469 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,470 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,472 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2025-10-24T15:22:25,475 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-24T15:22:25,477 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-10-24T15:22:25,478 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-24T15:22:25,480 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-24T15:22:25,483 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-10-24T15:22:25,484 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-10-24T15:22:25,486 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-10-24T15:22:25,487 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-10-24T15:22:25,490 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-24T15:22:25,492 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-10-24T15:22:25,493 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-10-24T15:22:25,496 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-10-24T15:22:25,497 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-10-24T15:22:25,499 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-10-24T15:22:25,502 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-10-24T15:22:25,503 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,504 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,506 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,508 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,509 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,511 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,513 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,515 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,516 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,518 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-24T15:22:25,520 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,521 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,523 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,527 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:25,528 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:25,529 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:25,531 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:25,533 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-24T15:22:25,535 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,538 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,540 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-10-24T15:22:25,541 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,543 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,545 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,548 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,550 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,552 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,554 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,556 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,558 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,560 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,562 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,564 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,566 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,568 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,570 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,572 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,574 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-24T15:22:25,576 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,578 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,580 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,582 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-24T15:22:25,584 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-10-24T15:22:25,585 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-10-24T15:22:25,588 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-10-24T15:22:25,589 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-10-24T15:22:25,592 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-10-24T15:22:25,594 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-10-24T15:22:25,595 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-10-24T15:22:25,598 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-10-24T15:22:25,601 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-10-24T15:22:25,602 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-24T15:22:25,604 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-10-24T15:22:25,605 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-24T15:22:25,607 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-24T15:22:25,609 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-24T15:22:25,610 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-24T15:22:25,612 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-24T15:22:25,614 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-24T15:22:25,615 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-24T15:22:25,618 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-10-24T15:22:25,619 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-24T15:22:25,621 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-24T15:22:25,623 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-24T15:22:25,625 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-10-24T15:22:25,626 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-10-24T15:22:25,628 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-10-24T15:22:25,630 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-10-24T15:22:25,632 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-10-24T15:22:25,633 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-10-24T15:22:25,635 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-10-24T15:22:25,638 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-10-24T15:22:25,638 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-24T15:22:25,641 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-24T15:22:25,643 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-24T15:22:25,646 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-24T15:22:25,648 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-24T15:22:25,651 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-10-24T15:22:25,652 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,654 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,656 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,658 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,660 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,662 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,664 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,666 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,668 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,669 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,671 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,673 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-24T15:22:25,675 running install_egg_info 2025-10-24T15:22:25,681 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.18.0-py3.11.egg-info 2025-10-24T15:22:25,693 running install_scripts 2025-10-24T15:22:25,704 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.18.0.dist-info/WHEEL 2025-10-24T15:22:25,707 creating '/tmp/pip-wheel-jbcvm11e/.tmp-uwiw51z_/snowflake_ml_python-1.18.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-10-24T15:22:25,709 adding 'snowflake/cortex/__init__.py' 2025-10-24T15:22:25,711 adding 'snowflake/cortex/_classify_text.py' 2025-10-24T15:22:25,714 adding 'snowflake/cortex/_complete.py' 2025-10-24T15:22:25,715 adding 'snowflake/cortex/_embed_text_1024.py' 2025-10-24T15:22:25,717 adding 'snowflake/cortex/_embed_text_768.py' 2025-10-24T15:22:25,718 adding 'snowflake/cortex/_extract_answer.py' 2025-10-24T15:22:25,720 adding 'snowflake/cortex/_finetune.py' 2025-10-24T15:22:25,721 adding 'snowflake/cortex/_sentiment.py' 2025-10-24T15:22:25,723 adding 'snowflake/cortex/_sse_client.py' 2025-10-24T15:22:25,724 adding 'snowflake/cortex/_summarize.py' 2025-10-24T15:22:25,725 adding 'snowflake/cortex/_translate.py' 2025-10-24T15:22:25,727 adding 'snowflake/cortex/_util.py' 2025-10-24T15:22:25,728 adding 'snowflake/ml/version.py' 2025-10-24T15:22:25,730 adding 'snowflake/ml/_internal/env.py' 2025-10-24T15:22:25,734 adding 'snowflake/ml/_internal/env_utils.py' 2025-10-24T15:22:25,736 adding 'snowflake/ml/_internal/file_utils.py' 2025-10-24T15:22:25,737 adding 'snowflake/ml/_internal/init_utils.py' 2025-10-24T15:22:25,739 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-10-24T15:22:25,740 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-10-24T15:22:25,741 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-10-24T15:22:25,745 adding 'snowflake/ml/_internal/telemetry.py' 2025-10-24T15:22:25,747 adding 'snowflake/ml/_internal/type_utils.py' 2025-10-24T15:22:25,749 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-10-24T15:22:25,750 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-10-24T15:22:25,751 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-10-24T15:22:25,752 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-10-24T15:22:25,754 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-10-24T15:22:25,755 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-10-24T15:22:25,756 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-10-24T15:22:25,757 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-10-24T15:22:25,759 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-10-24T15:22:25,760 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-10-24T15:22:25,761 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-10-24T15:22:25,763 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-10-24T15:22:25,764 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-10-24T15:22:25,766 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-10-24T15:22:25,768 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-10-24T15:22:25,770 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-10-24T15:22:25,771 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-10-24T15:22:25,773 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-10-24T15:22:25,775 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-10-24T15:22:25,776 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-10-24T15:22:25,777 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-10-24T15:22:25,779 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-10-24T15:22:25,780 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-10-24T15:22:25,782 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-10-24T15:22:25,783 adding 'snowflake/ml/_internal/utils/result.py' 2025-10-24T15:22:25,785 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-10-24T15:22:25,786 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-10-24T15:22:25,788 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-10-24T15:22:25,789 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-10-24T15:22:25,791 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-10-24T15:22:25,792 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-10-24T15:22:25,794 adding 'snowflake/ml/data/__init__.py' 2025-10-24T15:22:25,795 adding 'snowflake/ml/data/data_connector.py' 2025-10-24T15:22:25,796 adding 'snowflake/ml/data/data_ingestor.py' 2025-10-24T15:22:25,797 adding 'snowflake/ml/data/data_source.py' 2025-10-24T15:22:25,799 adding 'snowflake/ml/data/ingestor_utils.py' 2025-10-24T15:22:25,800 adding 'snowflake/ml/data/torch_utils.py' 2025-10-24T15:22:25,803 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-10-24T15:22:25,804 adding 'snowflake/ml/dataset/__init__.py' 2025-10-24T15:22:25,807 adding 'snowflake/ml/dataset/dataset.py' 2025-10-24T15:22:25,808 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-10-24T15:22:25,810 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-10-24T15:22:25,811 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-10-24T15:22:25,813 adding 'snowflake/ml/experiment/__init__.py' 2025-10-24T15:22:25,815 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-10-24T15:22:25,817 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-10-24T15:22:25,818 adding 'snowflake/ml/experiment/utils.py' 2025-10-24T15:22:25,820 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-10-24T15:22:25,821 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-10-24T15:22:25,823 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-10-24T15:22:25,824 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-10-24T15:22:25,825 adding 'snowflake/ml/experiment/_entities/run.py' 2025-10-24T15:22:25,827 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-10-24T15:22:25,829 adding 'snowflake/ml/experiment/callback/keras.py' 2025-10-24T15:22:25,830 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-10-24T15:22:25,831 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-10-24T15:22:25,833 adding 'snowflake/ml/feature_store/__init__.py' 2025-10-24T15:22:25,835 adding 'snowflake/ml/feature_store/access_manager.py' 2025-10-24T15:22:25,836 adding 'snowflake/ml/feature_store/entity.py' 2025-10-24T15:22:25,852 adding 'snowflake/ml/feature_store/feature_store.py' 2025-10-24T15:22:25,857 adding 'snowflake/ml/feature_store/feature_view.py' 2025-10-24T15:22:25,860 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-10-24T15:22:25,862 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-10-24T15:22:25,863 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-10-24T15:22:25,864 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-10-24T15:22:25,866 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-10-24T15:22:25,867 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-10-24T15:22:25,868 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-10-24T15:22:25,870 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-10-24T15:22:25,871 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-10-24T15:22:25,873 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-10-24T15:22:25,874 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-10-24T15:22:25,875 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-10-24T15:22:25,877 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-10-24T15:22:25,878 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-10-24T15:22:25,879 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-10-24T15:22:25,881 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-10-24T15:22:25,882 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-10-24T15:22:25,883 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-10-24T15:22:25,884 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-10-24T15:22:25,885 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-10-24T15:22:25,887 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-10-24T15:22:25,888 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-10-24T15:22:25,891 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-10-24T15:22:25,894 adding 'snowflake/ml/fileset/fileset.py' 2025-10-24T15:22:25,896 adding 'snowflake/ml/fileset/sfcfs.py' 2025-10-24T15:22:25,897 adding 'snowflake/ml/fileset/snowfs.py' 2025-10-24T15:22:25,900 adding 'snowflake/ml/fileset/stage_fs.py' 2025-10-24T15:22:25,902 adding 'snowflake/ml/jobs/__init__.py' 2025-10-24T15:22:25,903 adding 'snowflake/ml/jobs/decorators.py' 2025-10-24T15:22:25,907 adding 'snowflake/ml/jobs/job.py' 2025-10-24T15:22:25,910 adding 'snowflake/ml/jobs/manager.py' 2025-10-24T15:22:25,912 adding 'snowflake/ml/jobs/_interop/__init__.py' 2025-10-24T15:22:25,913 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2025-10-24T15:22:25,914 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2025-10-24T15:22:25,917 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2025-10-24T15:22:25,919 adding 'snowflake/ml/jobs/_interop/legacy.py' 2025-10-24T15:22:25,921 adding 'snowflake/ml/jobs/_interop/protocols.py' 2025-10-24T15:22:25,923 adding 'snowflake/ml/jobs/_interop/results.py' 2025-10-24T15:22:25,925 adding 'snowflake/ml/jobs/_interop/utils.py' 2025-10-24T15:22:25,926 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-10-24T15:22:25,928 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-10-24T15:22:25,929 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-10-24T15:22:25,930 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-10-24T15:22:25,934 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-10-24T15:22:25,935 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-10-24T15:22:25,937 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-10-24T15:22:25,939 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-10-24T15:22:25,941 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-10-24T15:22:25,942 adding 'snowflake/ml/jobs/_utils/types.py' 2025-10-24T15:22:25,944 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-10-24T15:22:25,946 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-10-24T15:22:25,948 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-10-24T15:22:25,950 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-10-24T15:22:25,952 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-10-24T15:22:25,953 adding 'snowflake/ml/lineage/__init__.py' 2025-10-24T15:22:25,954 adding 'snowflake/ml/lineage/lineage_node.py' 2025-10-24T15:22:25,956 adding 'snowflake/ml/model/__init__.py' 2025-10-24T15:22:25,958 adding 'snowflake/ml/model/custom_model.py' 2025-10-24T15:22:25,960 adding 'snowflake/ml/model/event_handler.py' 2025-10-24T15:22:25,961 adding 'snowflake/ml/model/inference_engine.py' 2025-10-24T15:22:25,965 adding 'snowflake/ml/model/model_signature.py' 2025-10-24T15:22:25,966 adding 'snowflake/ml/model/openai_signatures.py' 2025-10-24T15:22:25,968 adding 'snowflake/ml/model/target_platform.py' 2025-10-24T15:22:25,969 adding 'snowflake/ml/model/task.py' 2025-10-24T15:22:25,971 adding 'snowflake/ml/model/type_hints.py' 2025-10-24T15:22:25,972 adding 'snowflake/ml/model/volatility.py' 2025-10-24T15:22:25,974 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-10-24T15:22:25,975 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2025-10-24T15:22:25,978 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-10-24T15:22:25,983 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-10-24T15:22:25,985 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-10-24T15:22:25,989 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-10-24T15:22:25,994 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-10-24T15:22:25,997 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-10-24T15:22:25,998 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-10-24T15:22:26,001 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-10-24T15:22:26,002 adding 'snowflake/ml/model/_client/sql/model.py' 2025-10-24T15:22:26,004 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-10-24T15:22:26,007 adding 'snowflake/ml/model/_client/sql/service.py' 2025-10-24T15:22:26,008 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-10-24T15:22:26,009 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-10-24T15:22:26,012 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-10-24T15:22:26,014 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-10-24T15:22:26,016 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-10-24T15:22:26,018 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-10-24T15:22:26,019 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-10-24T15:22:26,020 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-10-24T15:22:26,021 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-10-24T15:22:26,023 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2025-10-24T15:22:26,024 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2025-10-24T15:22:26,026 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2025-10-24T15:22:26,027 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2025-10-24T15:22:26,029 adding 'snowflake/ml/model/_packager/model_handler.py' 2025-10-24T15:22:26,031 adding 'snowflake/ml/model/_packager/model_packager.py' 2025-10-24T15:22:26,034 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2025-10-24T15:22:26,036 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2025-10-24T15:22:26,038 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2025-10-24T15:22:26,040 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2025-10-24T15:22:26,042 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2025-10-24T15:22:26,046 adding 'snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py' 2025-10-24T15:22:26,048 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-10-24T15:22:26,050 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-10-24T15:22:26,051 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-10-24T15:22:26,054 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2025-10-24T15:22:26,056 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-10-24T15:22:26,058 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-10-24T15:22:26,060 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-10-24T15:22:26,062 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-10-24T15:22:26,064 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-10-24T15:22:26,066 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-10-24T15:22:26,068 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-10-24T15:22:26,069 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-10-24T15:22:26,071 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-10-24T15:22:26,072 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-10-24T15:22:26,073 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-10-24T15:22:26,074 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-10-24T15:22:26,076 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-10-24T15:22:26,078 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-10-24T15:22:26,080 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-10-24T15:22:26,082 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-10-24T15:22:26,083 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-10-24T15:22:26,084 adding 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2025-10-24T15:22:26,156 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-10-24T15:22:26,161 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-10-24T15:22:26,166 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-10-24T15:22:26,171 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-10-24T15:22:26,176 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-10-24T15:22:26,181 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-10-24T15:22:26,185 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-10-24T15:22:26,191 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-10-24T15:22:26,196 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-10-24T15:22:26,201 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-10-24T15:22:26,206 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-10-24T15:22:26,211 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-10-24T15:22:26,213 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-10-24T15:22:26,218 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-10-24T15:22:26,222 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-10-24T15:22:26,224 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-10-24T15:22:26,229 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-10-24T15:22:26,233 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-10-24T15:22:26,238 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-10-24T15:22:26,243 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-10-24T15:22:26,247 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-10-24T15:22:26,252 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-10-24T15:22:26,256 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-10-24T15:22:26,261 adding 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'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2025-10-24T15:22:26,365 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2025-10-24T15:22:26,370 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2025-10-24T15:22:26,376 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2025-10-24T15:22:26,381 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2025-10-24T15:22:26,386 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2025-10-24T15:22:26,392 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2025-10-24T15:22:26,397 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2025-10-24T15:22:26,401 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2025-10-24T15:22:26,406 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2025-10-24T15:22:26,408 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2025-10-24T15:22:26,412 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2025-10-24T15:22:26,417 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2025-10-24T15:22:26,421 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2025-10-24T15:22:26,426 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2025-10-24T15:22:26,430 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2025-10-24T15:22:26,435 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2025-10-24T15:22:26,440 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2025-10-24T15:22:26,444 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2025-10-24T15:22:26,447 adding 'snowflake/ml/modeling/framework/_utils.py' 2025-10-24T15:22:26,450 adding 'snowflake/ml/modeling/framework/base.py' 2025-10-24T15:22:26,452 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2025-10-24T15:22:26,457 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-10-24T15:22:26,462 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-10-24T15:22:26,464 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-10-24T15:22:26,469 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-10-24T15:22:26,474 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-10-24T15:22:26,478 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-10-24T15:22:26,481 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-10-24T15:22:26,483 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-10-24T15:22:26,487 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-10-24T15:22:26,492 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-10-24T15:22:26,497 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-10-24T15:22:26,501 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-10-24T15:22:26,506 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-10-24T15:22:26,508 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-10-24T15:22:26,512 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-10-24T15:22:26,514 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-10-24T15:22:26,518 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-10-24T15:22:26,523 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-10-24T15:22:26,526 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-10-24T15:22:26,530 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-10-24T15:22:26,535 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-10-24T15:22:26,539 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-10-24T15:22:26,544 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-10-24T15:22:26,549 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-10-24T15:22:26,554 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-10-24T15:22:26,558 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-10-24T15:22:26,563 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-10-24T15:22:26,568 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-10-24T15:22:26,573 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-10-24T15:22:26,577 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-10-24T15:22:26,582 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-10-24T15:22:26,587 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-10-24T15:22:26,592 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-10-24T15:22:26,597 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-10-24T15:22:26,602 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-10-24T15:22:26,607 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-10-24T15:22:26,612 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-10-24T15:22:26,617 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-10-24T15:22:26,621 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-10-24T15:22:26,626 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-10-24T15:22:26,631 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-10-24T15:22:26,636 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-10-24T15:22:26,641 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-10-24T15:22:26,646 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-10-24T15:22:26,651 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-10-24T15:22:26,656 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-10-24T15:22:26,661 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-10-24T15:22:26,665 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-10-24T15:22:26,670 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-10-24T15:22:26,676 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-10-24T15:22:26,681 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-10-24T15:22:26,686 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-10-24T15:22:26,691 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-10-24T15:22:26,696 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-10-24T15:22:26,698 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-10-24T15:22:26,703 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-10-24T15:22:26,707 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-10-24T15:22:26,712 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-10-24T15:22:26,717 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-10-24T15:22:26,719 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-10-24T15:22:26,726 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-10-24T15:22:26,728 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-10-24T15:22:26,729 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-10-24T15:22:26,731 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-10-24T15:22:26,733 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-10-24T15:22:26,736 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-10-24T15:22:26,737 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-10-24T15:22:26,742 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-10-24T15:22:26,747 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-10-24T15:22:26,749 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-10-24T15:22:26,753 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-10-24T15:22:26,756 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-10-24T15:22:26,758 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-10-24T15:22:26,763 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-10-24T15:22:26,767 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-10-24T15:22:26,772 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-10-24T15:22:26,774 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-10-24T15:22:26,778 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-10-24T15:22:26,783 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-10-24T15:22:26,787 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-10-24T15:22:26,792 adding 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'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-10-24T15:22:26,844 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-10-24T15:22:26,848 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-10-24T15:22:26,853 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-10-24T15:22:26,859 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-10-24T15:22:26,861 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-10-24T15:22:26,862 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-10-24T15:22:26,863 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-10-24T15:22:26,865 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-10-24T15:22:26,869 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-10-24T15:22:26,871 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-10-24T15:22:26,873 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-10-24T15:22:26,875 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-10-24T15:22:26,877 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-10-24T15:22:26,879 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-10-24T15:22:26,881 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-10-24T15:22:26,883 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-10-24T15:22:26,891 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-10-24T15:22:26,895 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-10-24T15:22:26,900 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-10-24T15:22:26,902 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-10-24T15:22:26,904 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-10-24T15:22:26,906 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-10-24T15:22:26,910 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-10-24T15:22:26,914 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-10-24T15:22:26,917 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-10-24T15:22:26,921 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-10-24T15:22:26,926 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-10-24T15:22:26,931 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-10-24T15:22:26,936 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-10-24T15:22:26,941 adding 'snowflake/ml/modeling/svm/svc.py' 2025-10-24T15:22:26,945 adding 'snowflake/ml/modeling/svm/svr.py' 2025-10-24T15:22:26,947 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-10-24T15:22:26,952 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-10-24T15:22:26,958 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-10-24T15:22:26,963 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-10-24T15:22:26,968 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-10-24T15:22:26,970 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-10-24T15:22:26,976 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-10-24T15:22:26,982 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-10-24T15:22:26,988 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-10-24T15:22:26,994 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-10-24T15:22:26,997 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-10-24T15:22:26,998 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-10-24T15:22:27,000 adding 'snowflake/ml/monitoring/shap.py' 2025-10-24T15:22:27,002 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-10-24T15:22:27,004 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-10-24T15:22:27,005 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-10-24T15:22:27,007 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-10-24T15:22:27,009 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-10-24T15:22:27,011 adding 'snowflake/ml/registry/__init__.py' 2025-10-24T15:22:27,014 adding 'snowflake/ml/registry/registry.py' 2025-10-24T15:22:27,017 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-10-24T15:22:27,019 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-10-24T15:22:27,021 adding 'snowflake/ml/utils/authentication.py' 2025-10-24T15:22:27,023 adding 'snowflake/ml/utils/connection_params.py' 2025-10-24T15:22:27,025 adding 'snowflake/ml/utils/html_utils.py' 2025-10-24T15:22:27,026 adding 'snowflake/ml/utils/sparse.py' 2025-10-24T15:22:27,027 adding 'snowflake/ml/utils/sql_client.py' 2025-10-24T15:22:27,031 adding 'snowflake_ml_python-1.18.0.dist-info/licenses/LICENSE.txt' 2025-10-24T15:22:27,044 adding 'snowflake_ml_python-1.18.0.dist-info/METADATA' 2025-10-24T15:22:27,046 adding 'snowflake_ml_python-1.18.0.dist-info/WHEEL' 2025-10-24T15:22:27,047 adding 'snowflake_ml_python-1.18.0.dist-info/top_level.txt' 2025-10-24T15:22:27,054 adding 'snowflake_ml_python-1.18.0.dist-info/RECORD' 2025-10-24T15:22:27,083 removing build/bdist.linux-armv7l/wheel 2025-10-24T15:22:27,323 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-10-24T15:22:27,393 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.18.0-py3-none-any.whl size=2199949 sha256=e7b7e42a36a4984fa575f699a828c51c33d1de0af5d72fa1febc223782e2c1eb 2025-10-24T15:22:27,394 Stored in directory: /tmp/pip-ephem-wheel-cache-x10n447e/wheels/1c/a4/cb/db71d42e9f0831fbe3d5d16f4b6e3a1e9fce337ca8778e41b9 2025-10-24T15:22:27,454 Successfully built snowflake-ml-python 2025-10-24T15:22:27,599 Removed build tracker: '/tmp/pip-build-tracker-7sg4zqgz'