2026-03-20T07:40:17,395 Created temporary directory: /tmp/pip-ephem-wheel-cache-1www576w 2026-03-20T07:40:17,397 Created temporary directory: /tmp/pip-build-tracker-4mnbnmg6 2026-03-20T07:40:17,398 Initialized build tracking at /tmp/pip-build-tracker-4mnbnmg6 2026-03-20T07:40:17,398 Created build tracker: /tmp/pip-build-tracker-4mnbnmg6 2026-03-20T07:40:17,399 Entered build tracker: /tmp/pip-build-tracker-4mnbnmg6 2026-03-20T07:40:17,400 Created temporary directory: /tmp/pip-wheel-03goxl33 2026-03-20T07:40:17,403 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-20T07:40:17,405 Created temporary directory: /tmp/pip-ephem-wheel-cache-huruagmi 2026-03-20T07:40:17,427 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-20T07:40:17,430 2 location(s) to search for versions of snowflake-ml-python: 2026-03-20T07:40:17,430 * https://pypi.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,430 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,431 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,432 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,433 Found index url https://pypi.org/simple 2026-03-20T07:40:17,652 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-03-20T07:40:17,673 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/a9/aa/5f2a223ed9d553340b8cc593b23fe4528f0c15a5fc1cc5cfe7caaea8a040/snowflake_ml_python-1.31.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.31.0 2026-03-20T07:40:17,764 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,765 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,767 Found index url https://www.piwheels.org/simple 2026-03-20T07:40:17,924 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-03-20T07:40:17,937 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.30.0-py3-none-any.whl#sha256=ff6b23114d1c508bec544a682f83555124bee26d96dfb5b93b26c47b51c59c15 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-20T07:40:17,937 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(requires-python:<3.14,>=3.9) 2026-03-20T07:40:17,939 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.26.0-py3-none-any.whl#sha256=48d404ff42f36a907dbe0022fb364c0848f1448e150a664b15f0e18011077544 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-20T07:40:17,939 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.1-py3-none-any.whl#sha256=1fce4e5faefa0d3654b4f2fc310abf13f50bd5870979d4d26538b0a650706b47 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-20T07:40:17,939 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.0-py3-none-any.whl#sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c (from 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https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-20T07:40:17,953 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-20T07:40:17,953 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-20T07:40:17,954 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-20T07:40:17,954 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-20T07:40:17,955 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-20T07:40:17,956 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-20T07:40:17,956 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-20T07:40:17,957 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-20T07:40:17,957 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-20T07:40:17,958 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-20T07:40:17,959 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-20T07:40:17,960 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,960 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-03-20T07:40:17,985 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-03-20T07:40:18,003 Collecting snowflake-ml-python==1.31.0 2026-03-20T07:40:18,007 Created temporary directory: /tmp/pip-unpack-4cwxg684 2026-03-20T07:40:18,224 Downloading snowflake_ml_python-1.31.0.tar.gz (2.0 MB) 2026-03-20T07:40:19,906 Added snowflake-ml-python==1.31.0 from https://files.pythonhosted.org/packages/a9/aa/5f2a223ed9d553340b8cc593b23fe4528f0c15a5fc1cc5cfe7caaea8a040/snowflake_ml_python-1.31.0.tar.gz to build tracker '/tmp/pip-build-tracker-4mnbnmg6' 2026-03-20T07:40:19,913 Created temporary directory: /tmp/pip-build-env-4uxlz6t7 2026-03-20T07:40:19,917 Installing build dependencies: started 2026-03-20T07:40:19,918 Running command pip subprocess to install build dependencies 2026-03-20T07:40:21,058 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-03-20T07:40:21,661 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-20T07:40:21,684 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-20T07:40:23,449 Collecting setuptools>=61.0 2026-03-20T07:40:23,539 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-03-20T07:40:26,494 Installing collected packages: setuptools 2026-03-20T07:40:29,517 Successfully installed setuptools-82.0.1 2026-03-20T07:40:29,793 Installing build dependencies: finished with status 'done' 2026-03-20T07:40:29,799 Getting requirements to build wheel: started 2026-03-20T07:40:29,800 Running command Getting requirements to build wheel 2026-03-20T07:40:30,460 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-20T07:40:30,460 !! 2026-03-20T07:40:30,462 ******************************************************************************** 2026-03-20T07:40:30,462 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-20T07:40:30,463 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-20T07:40:30,464 or your builds will no longer be supported. 2026-03-20T07:40:30,465 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:30,465 ******************************************************************************** 2026-03-20T07:40:30,466 !! 2026-03-20T07:40:30,467 corresp(dist, value, root_dir) 2026-03-20T07:40:30,552 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-20T07:40:30,553 !! 2026-03-20T07:40:30,554 ******************************************************************************** 2026-03-20T07:40:30,554 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-20T07:40:30,555 License :: OSI Approved :: Apache Software License 2026-03-20T07:40:30,556 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:30,557 ******************************************************************************** 2026-03-20T07:40:30,558 !! 2026-03-20T07:40:30,558 dist._finalize_license_expression() 2026-03-20T07:40:30,563 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-20T07:40:30,564 !! 2026-03-20T07:40:30,565 ******************************************************************************** 2026-03-20T07:40:30,565 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-20T07:40:30,566 License :: OSI Approved :: Apache Software License 2026-03-20T07:40:30,568 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:30,568 ******************************************************************************** 2026-03-20T07:40:30,570 !! 2026-03-20T07:40:30,570 self._finalize_license_expression() 2026-03-20T07:40:30,571 running egg_info 2026-03-20T07:40:30,575 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-20T07:40:30,594 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-20T07:40:30,605 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-20T07:40:30,606 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-20T07:40:30,813 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:30,839 adding license file 'LICENSE.txt' 2026-03-20T07:40:30,869 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:30,970 Getting requirements to build wheel: finished with status 'done' 2026-03-20T07:40:30,974 Created temporary directory: /tmp/pip-modern-metadata-4uz91kmv 2026-03-20T07:40:30,976 Preparing metadata (pyproject.toml): started 2026-03-20T07:40:30,977 Running command Preparing metadata (pyproject.toml) 2026-03-20T07:40:31,587 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-20T07:40:31,587 !! 2026-03-20T07:40:31,588 ******************************************************************************** 2026-03-20T07:40:31,589 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-20T07:40:31,590 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-20T07:40:31,590 or your builds will no longer be supported. 2026-03-20T07:40:31,591 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:31,592 ******************************************************************************** 2026-03-20T07:40:31,593 !! 2026-03-20T07:40:31,593 corresp(dist, value, root_dir) 2026-03-20T07:40:31,673 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-20T07:40:31,674 !! 2026-03-20T07:40:31,675 ******************************************************************************** 2026-03-20T07:40:31,675 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-20T07:40:31,676 License :: OSI Approved :: Apache Software License 2026-03-20T07:40:31,677 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:31,678 ******************************************************************************** 2026-03-20T07:40:31,679 !! 2026-03-20T07:40:31,679 dist._finalize_license_expression() 2026-03-20T07:40:31,687 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-20T07:40:31,687 !! 2026-03-20T07:40:31,688 ******************************************************************************** 2026-03-20T07:40:31,689 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-20T07:40:31,690 License :: OSI Approved :: Apache Software License 2026-03-20T07:40:31,691 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:31,691 ******************************************************************************** 2026-03-20T07:40:31,692 !! 2026-03-20T07:40:31,693 self._finalize_license_expression() 2026-03-20T07:40:31,693 running dist_info 2026-03-20T07:40:31,703 creating /tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info 2026-03-20T07:40:31,705 writing /tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/PKG-INFO 2026-03-20T07:40:31,724 writing dependency_links to /tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/dependency_links.txt 2026-03-20T07:40:31,735 writing requirements to /tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/requires.txt 2026-03-20T07:40:31,736 writing top-level names to /tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/top_level.txt 2026-03-20T07:40:31,737 writing manifest file '/tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:31,923 reading manifest file '/tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:31,925 adding license file 'LICENSE.txt' 2026-03-20T07:40:31,950 writing manifest file '/tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:31,952 creating '/tmp/pip-modern-metadata-4uz91kmv/snowflake_ml_python-1.31.0.dist-info' 2026-03-20T07:40:32,085 Preparing metadata (pyproject.toml): finished with status 'done' 2026-03-20T07:40:32,100 Source in /tmp/pip-wheel-03goxl33/snowflake-ml-python_7720e2be83154ea3a4a0a7bfc6c13049 has version 1.31.0, which satisfies requirement snowflake-ml-python==1.31.0 from https://files.pythonhosted.org/packages/a9/aa/5f2a223ed9d553340b8cc593b23fe4528f0c15a5fc1cc5cfe7caaea8a040/snowflake_ml_python-1.31.0.tar.gz 2026-03-20T07:40:32,101 Removed snowflake-ml-python==1.31.0 from https://files.pythonhosted.org/packages/a9/aa/5f2a223ed9d553340b8cc593b23fe4528f0c15a5fc1cc5cfe7caaea8a040/snowflake_ml_python-1.31.0.tar.gz from build tracker '/tmp/pip-build-tracker-4mnbnmg6' 2026-03-20T07:40:32,124 Created temporary directory: /tmp/pip-unpack-t5wtlssk 2026-03-20T07:40:32,125 Building wheels for collected packages: snowflake-ml-python 2026-03-20T07:40:32,134 Created temporary directory: /tmp/pip-wheel-bolpbdlx 2026-03-20T07:40:32,135 Destination directory: /tmp/pip-wheel-bolpbdlx 2026-03-20T07:40:32,137 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-03-20T07:40:32,139 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-03-20T07:40:32,759 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-20T07:40:32,760 !! 2026-03-20T07:40:32,761 ******************************************************************************** 2026-03-20T07:40:32,762 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-20T07:40:32,763 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-20T07:40:32,763 or your builds will no longer be supported. 2026-03-20T07:40:32,764 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:32,765 ******************************************************************************** 2026-03-20T07:40:32,766 !! 2026-03-20T07:40:32,767 corresp(dist, value, root_dir) 2026-03-20T07:40:32,837 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-20T07:40:32,838 !! 2026-03-20T07:40:32,839 ******************************************************************************** 2026-03-20T07:40:32,840 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-20T07:40:32,841 License :: OSI Approved :: Apache Software License 2026-03-20T07:40:32,842 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:32,842 ******************************************************************************** 2026-03-20T07:40:32,843 !! 2026-03-20T07:40:32,844 dist._finalize_license_expression() 2026-03-20T07:40:32,850 /tmp/pip-build-env-4uxlz6t7/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-20T07:40:32,851 !! 2026-03-20T07:40:32,852 ******************************************************************************** 2026-03-20T07:40:32,852 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-20T07:40:32,853 License :: OSI Approved :: Apache Software License 2026-03-20T07:40:32,854 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-20T07:40:32,855 ******************************************************************************** 2026-03-20T07:40:32,856 !! 2026-03-20T07:40:32,856 self._finalize_license_expression() 2026-03-20T07:40:32,857 running bdist_wheel 2026-03-20T07:40:32,869 running build 2026-03-20T07:40:32,870 running build_py 2026-03-20T07:40:32,876 creating build/lib/snowflake/ml 2026-03-20T07:40:32,879 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-03-20T07:40:32,881 creating build/lib/snowflake/cortex 2026-03-20T07:40:32,882 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,884 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,887 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,889 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,891 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,893 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,895 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,897 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,900 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,901 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,903 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,905 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-03-20T07:40:32,908 creating build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,909 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,911 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,913 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,915 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,918 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,921 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,923 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,926 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,927 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-03-20T07:40:32,930 creating build/lib/snowflake/ml/data 2026-03-20T07:40:32,931 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-03-20T07:40:32,933 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-03-20T07:40:32,934 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-03-20T07:40:32,937 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-03-20T07:40:32,939 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-03-20T07:40:32,941 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-03-20T07:40:32,943 creating build/lib/snowflake/ml/model 2026-03-20T07:40:32,944 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,946 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,948 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,950 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,952 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,954 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,957 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,959 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,960 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,962 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,964 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,967 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-03-20T07:40:32,971 creating build/lib/snowflake/ml/jobs 2026-03-20T07:40:32,972 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-03-20T07:40:32,974 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-03-20T07:40:32,977 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-03-20T07:40:32,978 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-03-20T07:40:32,981 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-03-20T07:40:32,984 creating build/lib/snowflake/ml/experiment 2026-03-20T07:40:32,985 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-03-20T07:40:32,987 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-03-20T07:40:32,989 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-03-20T07:40:32,991 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-03-20T07:40:32,994 creating build/lib/snowflake/ml/utils 2026-03-20T07:40:32,995 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-03-20T07:40:32,997 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-03-20T07:40:32,999 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-03-20T07:40:33,001 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-03-20T07:40:33,003 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-03-20T07:40:33,005 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-03-20T07:40:33,007 creating build/lib/snowflake/ml/fileset 2026-03-20T07:40:33,008 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-20T07:40:33,011 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-03-20T07:40:33,013 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-03-20T07:40:33,016 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-20T07:40:33,018 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-03-20T07:40:33,021 creating build/lib/snowflake/ml/dataset 2026-03-20T07:40:33,022 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-03-20T07:40:33,026 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-03-20T07:40:33,028 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-03-20T07:40:33,030 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-03-20T07:40:33,032 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-03-20T07:40:33,035 creating build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,036 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,039 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,042 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,047 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,049 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,051 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,053 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,059 copying snowflake/ml/feature_store/stream_source.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,062 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,065 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:33,068 creating build/lib/snowflake/ml/monitoring 2026-03-20T07:40:33,069 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-03-20T07:40:33,071 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-03-20T07:40:33,074 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-03-20T07:40:33,076 creating build/lib/snowflake/ml/lineage 2026-03-20T07:40:33,077 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-03-20T07:40:33,080 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-03-20T07:40:33,082 creating build/lib/snowflake/ml/registry 2026-03-20T07:40:33,083 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-03-20T07:40:33,086 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-03-20T07:40:33,088 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:33,089 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:33,091 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:33,094 creating build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,095 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,098 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,100 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,102 copying snowflake/ml/_internal/utils/tee.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,104 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,106 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,108 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,111 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,113 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,116 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,119 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,122 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,124 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,126 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,128 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,131 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,132 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,134 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,136 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-20T07:40:33,138 creating build/lib/snowflake/ml/_internal/lineage 2026-03-20T07:40:33,139 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-03-20T07:40:33,142 creating build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,143 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,145 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,146 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,148 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,150 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,152 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,153 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,155 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,157 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-20T07:40:33,159 creating build/lib/snowflake/ml/data/_internal 2026-03-20T07:40:33,160 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-03-20T07:40:33,163 creating build/lib/snowflake/ml/model/_packager 2026-03-20T07:40:33,165 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-03-20T07:40:33,167 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-03-20T07:40:33,170 creating build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,171 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,177 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,179 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,181 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,183 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,185 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,187 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,189 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,192 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,194 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-20T07:40:33,197 creating build/lib/snowflake/ml/model/models 2026-03-20T07:40:33,198 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-03-20T07:40:33,200 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-03-20T07:40:33,203 creating build/lib/snowflake/ml/model/_model_composer 2026-03-20T07:40:33,204 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-03-20T07:40:33,207 creating build/lib/snowflake/ml/model/batch 2026-03-20T07:40:33,209 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-03-20T07:40:33,211 creating build/lib/snowflake/ml/model/_client/ops 2026-03-20T07:40:33,213 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-20T07:40:33,217 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-20T07:40:33,219 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-20T07:40:33,221 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-20T07:40:33,224 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-20T07:40:33,228 creating build/lib/snowflake/ml/model/_client/model 2026-03-20T07:40:33,229 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-20T07:40:33,232 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-03-20T07:40:33,234 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-20T07:40:33,238 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-03-20T07:40:33,241 creating build/lib/snowflake/ml/model/_client/service 2026-03-20T07:40:33,242 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-03-20T07:40:33,245 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-20T07:40:33,247 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-20T07:40:33,249 creating build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,250 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,253 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,256 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,258 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,261 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,263 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-20T07:40:33,266 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:33,267 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:33,270 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:33,272 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:33,274 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:33,276 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:33,279 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,281 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,283 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,287 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,290 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,292 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,295 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,297 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,300 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,303 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,305 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,308 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,311 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,314 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,316 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,319 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,322 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:33,325 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:33,327 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:33,330 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:33,332 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:33,335 creating build/lib/snowflake/ml/model/_packager/model_env 2026-03-20T07:40:33,336 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-03-20T07:40:33,340 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:33,341 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:33,343 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:33,346 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:33,348 creating build/lib/snowflake/ml/model/_packager/model_task 2026-03-20T07:40:33,350 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-03-20T07:40:33,353 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-20T07:40:33,354 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-20T07:40:33,357 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-20T07:40:33,359 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-20T07:40:33,361 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-20T07:40:33,363 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-20T07:40:33,366 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:33,367 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:33,370 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:33,373 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:33,375 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:33,377 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-20T07:40:33,379 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-20T07:40:33,381 creating build/lib/snowflake/ml/modeling/impute 2026-03-20T07:40:33,383 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-20T07:40:33,386 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-03-20T07:40:33,388 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-03-20T07:40:33,391 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-20T07:40:33,395 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-20T07:40:33,399 creating build/lib/snowflake/ml/modeling/calibration 2026-03-20T07:40:33,400 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-20T07:40:33,404 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-20T07:40:33,407 creating build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,408 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,410 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,412 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,414 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,416 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,418 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-20T07:40:33,421 creating build/lib/snowflake/ml/modeling/compose 2026-03-20T07:40:33,422 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-03-20T07:40:33,425 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-03-20T07:40:33,427 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-03-20T07:40:33,431 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,432 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,435 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,438 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,440 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,442 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,446 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:33,450 creating build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,451 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,454 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,458 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,462 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,466 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,469 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,472 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,475 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,478 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,482 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,486 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,489 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,492 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,495 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,499 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,503 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,507 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,510 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,513 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,517 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,521 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,525 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,529 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,531 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,536 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,540 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,545 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,550 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,553 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,557 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,561 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,565 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,569 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,573 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,577 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,580 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-20T07:40:33,583 creating build/lib/snowflake/ml/modeling/tree 2026-03-20T07:40:33,584 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-20T07:40:33,588 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-20T07:40:33,591 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-03-20T07:40:33,594 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-20T07:40:33,597 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-20T07:40:33,600 creating build/lib/snowflake/ml/modeling/lightgbm 2026-03-20T07:40:33,601 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-20T07:40:33,605 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-20T07:40:33,607 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-20T07:40:33,610 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-20T07:40:33,611 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-20T07:40:33,613 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-20T07:40:33,617 creating build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,618 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,622 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,626 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,629 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,633 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,636 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,639 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,642 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,646 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,648 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,651 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,655 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,658 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,662 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,665 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,668 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,671 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-20T07:40:33,675 creating build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,676 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,679 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,682 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,685 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,689 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,692 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,693 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,696 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,700 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,703 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,706 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-20T07:40:33,709 creating build/lib/snowflake/ml/modeling/model_selection 2026-03-20T07:40:33,710 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-20T07:40:33,713 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-20T07:40:33,716 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-20T07:40:33,718 creating build/lib/snowflake/ml/modeling/mixture 2026-03-20T07:40:33,719 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-20T07:40:33,723 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-20T07:40:33,726 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-20T07:40:33,728 creating build/lib/snowflake/ml/modeling/multiclass 2026-03-20T07:40:33,729 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-20T07:40:33,732 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-20T07:40:33,735 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-20T07:40:33,738 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-20T07:40:33,740 creating build/lib/snowflake/ml/modeling/framework 2026-03-20T07:40:33,741 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-03-20T07:40:33,744 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-03-20T07:40:33,747 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:33,747 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:33,751 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:33,752 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:33,756 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,757 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,760 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,763 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,766 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,769 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,771 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:33,775 creating build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,776 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,779 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,782 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,786 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,789 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,791 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,794 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,798 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,801 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-20T07:40:33,805 creating build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,806 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,809 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,812 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,815 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,819 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,822 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,826 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,829 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,832 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,835 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,837 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,841 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,844 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,847 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-20T07:40:33,851 creating build/lib/snowflake/ml/modeling/xgboost 2026-03-20T07:40:33,852 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-20T07:40:33,856 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-20T07:40:33,859 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-20T07:40:33,862 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-20T07:40:33,865 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-20T07:40:33,868 creating build/lib/snowflake/ml/modeling/neural_network 2026-03-20T07:40:33,869 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-20T07:40:33,872 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-20T07:40:33,874 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-20T07:40:33,878 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-20T07:40:33,881 creating build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,882 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,886 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,889 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,892 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,895 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,898 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,900 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,903 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,906 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,909 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-20T07:40:33,913 creating build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,914 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,916 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,918 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,921 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,924 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,926 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,928 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-20T07:40:33,931 creating build/lib/snowflake/ml/modeling/parameters 2026-03-20T07:40:33,932 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-20T07:40:33,934 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-20T07:40:33,935 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-20T07:40:33,938 creating build/lib/snowflake/ml/modeling/manifold 2026-03-20T07:40:33,938 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-20T07:40:33,942 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-20T07:40:33,945 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-20T07:40:33,948 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-20T07:40:33,951 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-20T07:40:33,953 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:33,954 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:33,956 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:33,959 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:33,962 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:33,963 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:33,966 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:33,969 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:33,972 creating build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,973 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,976 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,979 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,982 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,986 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,990 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,992 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-20T07:40:33,998 creating build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:33,999 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,002 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,004 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,007 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,011 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,014 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,019 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,022 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,026 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,029 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,031 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,034 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:34,038 creating build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,040 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,044 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,048 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,052 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,056 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,060 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,063 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,067 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,071 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:34,076 creating build/lib/snowflake/ml/modeling/pipeline 2026-03-20T07:40:34,078 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-20T07:40:34,081 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-20T07:40:34,085 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:34,086 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:34,088 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:34,091 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:34,094 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:34,097 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:34,100 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-20T07:40:34,101 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-20T07:40:34,103 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-20T07:40:34,106 creating build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,107 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,109 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,112 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,114 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,116 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,117 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,120 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,122 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-20T07:40:34,125 creating build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,126 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,129 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,131 copying snowflake/ml/jobs/_utils/type_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,133 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,135 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,136 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,138 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,140 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,142 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-20T07:40:34,145 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,146 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,149 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,151 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,153 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,155 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,158 creating build/lib/snowflake/ml/experiment/_client 2026-03-20T07:40:34,159 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-03-20T07:40:34,161 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-03-20T07:40:34,164 creating build/lib/snowflake/ml/experiment/callback 2026-03-20T07:40:34,165 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-03-20T07:40:34,167 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-03-20T07:40:34,170 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-03-20T07:40:34,172 creating build/lib/snowflake/ml/experiment/_entities 2026-03-20T07:40:34,173 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-20T07:40:34,175 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-20T07:40:34,177 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-20T07:40:34,179 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-20T07:40:34,181 creating build/lib/snowflake/ml/experiment/_logging 2026-03-20T07:40:34,182 copying snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-20T07:40:34,184 copying snowflake/ml/experiment/_logging/experiment_logger.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-20T07:40:34,185 copying snowflake/ml/experiment/_logging/__init__.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-20T07:40:34,188 creating build/lib/snowflake/ml/feature_store/examples 2026-03-20T07:40:34,189 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-03-20T07:40:34,192 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-20T07:40:34,193 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-20T07:40:34,195 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-20T07:40:34,196 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-20T07:40:34,199 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-20T07:40:34,200 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-20T07:40:34,202 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-20T07:40:34,203 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-20T07:40:34,205 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-20T07:40:34,206 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-20T07:40:34,208 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-20T07:40:34,211 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-20T07:40:34,212 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-20T07:40:34,214 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-20T07:40:34,216 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-20T07:40:34,217 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-20T07:40:34,219 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-20T07:40:34,222 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-20T07:40:34,222 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-20T07:40:34,225 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-20T07:40:34,227 creating build/lib/snowflake/ml/monitoring/_client 2026-03-20T07:40:34,228 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-03-20T07:40:34,231 creating build/lib/snowflake/ml/monitoring/_manager 2026-03-20T07:40:34,232 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-03-20T07:40:34,235 creating build/lib/snowflake/ml/monitoring/entities 2026-03-20T07:40:34,236 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-03-20T07:40:34,239 creating build/lib/snowflake/ml/registry/_manager 2026-03-20T07:40:34,240 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-03-20T07:40:34,242 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-03-20T07:40:34,246 running egg_info 2026-03-20T07:40:34,256 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-20T07:40:34,274 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-20T07:40:34,286 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-20T07:40:34,288 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-20T07:40:34,456 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:34,482 adding license file 'LICENSE.txt' 2026-03-20T07:40:34,512 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-20T07:40:34,647 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-03-20T07:40:34,658 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,660 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,701 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:34,704 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:34,707 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:34,802 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,805 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:34,815 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:34,816 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:34,819 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:34,821 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:34,824 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:34,826 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:34,829 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-20T07:40:34,832 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-20T07:40:34,835 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-20T07:40:34,837 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-20T07:40:34,845 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-03-20T07:40:34,846 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-20T07:40:34,849 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-20T07:40:34,904 installing to build/bdist.linux-armv7l/wheel 2026-03-20T07:40:34,904 running install 2026-03-20T07:40:34,929 running install_lib 2026-03-20T07:40:34,935 creating build/bdist.linux-armv7l/wheel 2026-03-20T07:40:34,937 creating build/bdist.linux-armv7l/wheel/snowflake 2026-03-20T07:40:34,939 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-03-20T07:40:34,941 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-03-20T07:40:34,943 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,945 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,947 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,949 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,951 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-20T07:40:34,953 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:34,956 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:34,958 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:34,961 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:34,964 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:34,967 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:34,970 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-03-20T07:40:34,971 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,974 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,977 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,980 copying build/lib/snowflake/ml/_internal/utils/tee.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,982 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,984 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,987 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,989 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,991 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,994 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,996 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:34,999 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,001 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,003 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,006 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,009 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,011 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,014 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,016 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-20T07:40:35,019 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:35,022 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:35,025 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-03-20T07:40:35,026 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-03-20T07:40:35,029 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,030 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,033 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,035 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,037 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,039 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,041 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,043 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,046 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,048 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-20T07:40:35,050 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-20T07:40:35,052 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-03-20T07:40:35,054 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-03-20T07:40:35,056 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-03-20T07:40:35,058 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-03-20T07:40:35,060 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-20T07:40:35,063 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-20T07:40:35,065 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-20T07:40:35,068 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-20T07:40:35,070 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-20T07:40:35,072 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-20T07:40:35,075 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-03-20T07:40:35,077 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,079 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,082 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-03-20T07:40:35,084 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-03-20T07:40:35,085 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-20T07:40:35,089 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-20T07:40:35,091 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-20T07:40:35,094 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-20T07:40:35,097 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-20T07:40:35,101 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-03-20T07:40:35,102 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-20T07:40:35,106 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-20T07:40:35,108 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-20T07:40:35,112 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-20T07:40:35,115 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-03-20T07:40:35,117 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-20T07:40:35,120 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-20T07:40:35,123 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-20T07:40:35,125 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-03-20T07:40:35,127 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-20T07:40:35,130 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-20T07:40:35,133 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-20T07:40:35,135 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-20T07:40:35,138 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-20T07:40:35,140 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-20T07:40:35,143 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,146 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-03-20T07:40:35,148 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:35,150 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:35,152 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:35,154 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:35,157 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:35,158 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-20T07:40:35,161 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,162 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,165 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,168 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,170 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,173 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,175 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,178 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,180 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,183 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,185 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,188 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,190 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,192 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,195 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,197 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,200 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-20T07:40:35,202 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-20T07:40:35,205 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-20T07:40:35,207 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:35,208 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:35,211 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:35,213 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-20T07:40:35,215 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-03-20T07:40:35,216 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-03-20T07:40:35,220 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:35,221 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:35,223 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:35,225 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-20T07:40:35,228 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-03-20T07:40:35,229 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-03-20T07:40:35,231 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-03-20T07:40:35,232 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-20T07:40:35,235 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-20T07:40:35,237 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,239 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-03-20T07:40:35,240 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,243 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,246 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,248 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,250 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,252 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,254 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,256 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,258 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,261 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-20T07:40:35,263 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,266 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-03-20T07:40:35,267 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-20T07:40:35,270 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-20T07:40:35,272 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,275 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,278 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-03-20T07:40:35,279 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-03-20T07:40:35,281 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-03-20T07:40:35,283 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-03-20T07:40:35,286 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,287 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,289 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,291 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,293 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,296 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,298 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,300 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-20T07:40:35,302 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-03-20T07:40:35,303 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-03-20T07:40:35,305 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-03-20T07:40:35,308 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,309 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,312 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-03-20T07:40:35,313 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-03-20T07:40:35,315 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,317 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,320 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-20T07:40:35,323 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-03-20T07:40:35,325 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-03-20T07:40:35,327 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-20T07:40:35,329 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-20T07:40:35,331 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-20T07:40:35,334 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-20T07:40:35,337 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-20T07:40:35,341 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-03-20T07:40:35,343 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-20T07:40:35,347 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-20T07:40:35,349 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-03-20T07:40:35,351 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:35,352 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:35,354 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:35,357 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:35,360 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:35,363 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-20T07:40:35,366 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-20T07:40:35,368 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-20T07:40:35,371 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-03-20T07:40:35,372 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-20T07:40:35,375 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-20T07:40:35,377 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-20T07:40:35,379 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-20T07:40:35,381 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-20T07:40:35,383 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-20T07:40:35,386 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-03-20T07:40:35,387 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-20T07:40:35,390 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-20T07:40:35,392 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-20T07:40:35,396 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,397 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,401 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,404 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,407 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,409 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,412 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-20T07:40:35,416 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,417 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,420 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,423 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,427 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,430 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,433 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,436 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,440 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,443 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,447 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,450 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,453 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,457 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,460 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,464 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,467 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,470 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,473 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,477 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,480 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,484 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,487 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,491 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,493 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,496 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,500 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,503 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,507 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,510 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,514 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,517 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,521 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,525 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,528 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,532 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,535 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-20T07:40:35,539 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-03-20T07:40:35,540 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-20T07:40:35,543 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-20T07:40:35,547 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-20T07:40:35,549 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-20T07:40:35,552 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-20T07:40:35,556 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-03-20T07:40:35,557 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-20T07:40:35,560 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-20T07:40:35,562 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-20T07:40:35,566 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-03-20T07:40:35,567 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-20T07:40:35,569 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-20T07:40:35,573 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,574 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,577 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,580 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,584 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,587 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,591 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,594 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,597 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,601 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,602 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,606 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,610 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,613 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,617 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,620 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,624 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,628 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-20T07:40:35,632 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,633 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,636 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,640 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,643 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,647 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,650 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,652 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,655 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,658 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,661 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,664 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-20T07:40:35,668 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-03-20T07:40:35,669 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-20T07:40:35,672 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-20T07:40:35,674 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-20T07:40:35,677 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-03-20T07:40:35,678 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-20T07:40:35,681 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-20T07:40:35,685 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-20T07:40:35,687 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-03-20T07:40:35,688 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-20T07:40:35,691 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-20T07:40:35,694 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-20T07:40:35,697 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-20T07:40:35,700 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-03-20T07:40:35,701 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-20T07:40:35,703 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-20T07:40:35,707 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:35,708 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:35,711 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:35,713 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-20T07:40:35,716 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,717 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,720 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,724 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,727 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,730 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,732 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-20T07:40:35,736 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-03-20T07:40:35,737 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,741 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,744 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,747 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,750 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,752 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,755 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,759 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,762 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-20T07:40:35,765 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-03-20T07:40:35,766 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,770 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,773 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,776 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,779 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,783 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,786 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,789 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,792 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,795 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,797 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,799 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,802 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,805 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-20T07:40:35,809 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-03-20T07:40:35,810 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-20T07:40:35,813 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-20T07:40:35,817 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-20T07:40:35,820 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-20T07:40:35,824 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-20T07:40:35,826 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-03-20T07:40:35,827 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-20T07:40:35,831 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-20T07:40:35,833 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-20T07:40:35,836 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-20T07:40:35,839 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,840 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,844 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,847 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,850 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,854 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,857 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,859 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,863 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,866 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,869 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-20T07:40:35,873 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-03-20T07:40:35,874 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,877 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,879 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,883 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,885 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,887 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,889 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-20T07:40:35,892 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-03-20T07:40:35,893 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-20T07:40:35,895 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-20T07:40:35,897 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-20T07:40:35,899 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-03-20T07:40:35,901 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-20T07:40:35,904 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-20T07:40:35,907 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-20T07:40:35,911 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-20T07:40:35,914 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-20T07:40:35,916 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:35,917 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:35,919 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:35,922 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-20T07:40:35,927 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:35,928 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:35,931 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:35,935 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-20T07:40:35,937 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-03-20T07:40:35,938 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,941 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,945 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,948 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,951 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,954 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,956 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-20T07:40:35,960 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,961 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,963 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,966 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,968 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,971 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,973 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,977 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,979 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,982 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,984 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,986 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,988 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-20T07:40:35,992 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-03-20T07:40:35,993 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:35,997 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,000 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,003 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,006 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,010 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,012 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,015 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,017 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-20T07:40:36,021 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-03-20T07:40:36,022 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-20T07:40:36,026 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-20T07:40:36,028 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-03-20T07:40:36,030 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-03-20T07:40:36,031 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,033 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,036 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,038 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,040 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,042 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,044 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,046 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-20T07:40:36,049 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-20T07:40:36,051 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-20T07:40:36,053 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-20T07:40:36,056 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-03-20T07:40:36,057 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,060 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,062 copying build/lib/snowflake/ml/jobs/_utils/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,064 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,066 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,068 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,069 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,071 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,074 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,075 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,077 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,080 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,082 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,084 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,086 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,088 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-20T07:40:36,090 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-20T07:40:36,093 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-20T07:40:36,095 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-20T07:40:36,098 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-03-20T07:40:36,099 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-20T07:40:36,102 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-03-20T07:40:36,103 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-20T07:40:36,105 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-20T07:40:36,108 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-03-20T07:40:36,109 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-20T07:40:36,111 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-20T07:40:36,113 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-20T07:40:36,115 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-20T07:40:36,117 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-20T07:40:36,120 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-20T07:40:36,122 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-03-20T07:40:36,123 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-20T07:40:36,125 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-20T07:40:36,127 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-20T07:40:36,129 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-20T07:40:36,131 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_logging 2026-03-20T07:40:36,132 copying build/lib/snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-20T07:40:36,133 copying build/lib/snowflake/ml/experiment/_logging/experiment_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-20T07:40:36,135 copying build/lib/snowflake/ml/experiment/_logging/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-20T07:40:36,137 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-03-20T07:40:36,138 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-20T07:40:36,141 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-20T07:40:36,143 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-20T07:40:36,145 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-20T07:40:36,146 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-20T07:40:36,148 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-20T07:40:36,151 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-03-20T07:40:36,152 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-20T07:40:36,154 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-20T07:40:36,157 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-20T07:40:36,159 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-20T07:40:36,162 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-20T07:40:36,165 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-03-20T07:40:36,166 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-20T07:40:36,169 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-20T07:40:36,171 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-20T07:40:36,173 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-20T07:40:36,175 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-20T07:40:36,177 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-03-20T07:40:36,178 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,181 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,183 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,187 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,189 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-03-20T07:40:36,190 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-03-20T07:40:36,193 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:36,194 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:36,196 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:36,197 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:36,199 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:36,201 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-20T07:40:36,204 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-20T07:40:36,205 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-20T07:40:36,208 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-20T07:40:36,210 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-20T07:40:36,212 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-20T07:40:36,214 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-20T07:40:36,217 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-20T07:40:36,218 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-03-20T07:40:36,221 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-20T07:40:36,222 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-20T07:40:36,225 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-20T07:40:36,227 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-03-20T07:40:36,230 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-03-20T07:40:36,231 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-20T07:40:36,234 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-03-20T07:40:36,235 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-03-20T07:40:36,237 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-03-20T07:40:36,240 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-20T07:40:36,242 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-20T07:40:36,244 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-20T07:40:36,247 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-20T07:40:36,248 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-20T07:40:36,250 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-20T07:40:36,252 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-20T07:40:36,255 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,258 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,260 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,268 copying build/lib/snowflake/ml/feature_store/stream_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,270 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,274 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-20T07:40:36,279 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-03-20T07:40:36,281 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-03-20T07:40:36,282 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-03-20T07:40:36,286 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-03-20T07:40:36,287 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-20T07:40:36,290 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-20T07:40:36,292 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-03-20T07:40:36,294 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-03-20T07:40:36,297 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-20T07:40:36,299 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-20T07:40:36,302 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-20T07:40:36,304 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-03-20T07:40:36,305 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-03-20T07:40:36,307 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-03-20T07:40:36,308 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-20T07:40:36,311 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-20T07:40:36,313 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-03-20T07:40:36,314 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-20T07:40:36,317 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-03-20T07:40:36,318 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-20T07:40:36,321 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-20T07:40:36,323 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-20T07:40:36,326 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-03-20T07:40:36,327 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,329 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,331 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,332 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,335 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,337 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,338 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,341 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,343 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,345 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,347 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,348 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-20T07:40:36,350 running install_egg_info 2026-03-20T07:40:36,355 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.31.0-py3.11.egg-info 2026-03-20T07:40:36,367 running install_scripts 2026-03-20T07:40:36,381 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.31.0.dist-info/WHEEL 2026-03-20T07:40:36,384 creating '/tmp/pip-wheel-bolpbdlx/.tmp-c40wqer3/snowflake_ml_python-1.31.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-03-20T07:40:36,386 adding 'snowflake/cortex/__init__.py' 2026-03-20T07:40:36,388 adding 'snowflake/cortex/_classify_text.py' 2026-03-20T07:40:36,390 adding 'snowflake/cortex/_complete.py' 2026-03-20T07:40:36,392 adding 'snowflake/cortex/_embed_text_1024.py' 2026-03-20T07:40:36,393 adding 'snowflake/cortex/_embed_text_768.py' 2026-03-20T07:40:36,395 adding 'snowflake/cortex/_extract_answer.py' 2026-03-20T07:40:36,397 adding 'snowflake/cortex/_finetune.py' 2026-03-20T07:40:36,398 adding 'snowflake/cortex/_sentiment.py' 2026-03-20T07:40:36,400 adding 'snowflake/cortex/_sse_client.py' 2026-03-20T07:40:36,401 adding 'snowflake/cortex/_summarize.py' 2026-03-20T07:40:36,402 adding 'snowflake/cortex/_translate.py' 2026-03-20T07:40:36,403 adding 'snowflake/cortex/_util.py' 2026-03-20T07:40:36,405 adding 'snowflake/ml/version.py' 2026-03-20T07:40:36,407 adding 'snowflake/ml/_internal/env.py' 2026-03-20T07:40:36,410 adding 'snowflake/ml/_internal/env_utils.py' 2026-03-20T07:40:36,413 adding 'snowflake/ml/_internal/file_utils.py' 2026-03-20T07:40:36,414 adding 'snowflake/ml/_internal/init_utils.py' 2026-03-20T07:40:36,415 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-03-20T07:40:36,417 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-03-20T07:40:36,418 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-03-20T07:40:36,422 adding 'snowflake/ml/_internal/telemetry.py' 2026-03-20T07:40:36,423 adding 'snowflake/ml/_internal/type_utils.py' 2026-03-20T07:40:36,425 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-03-20T07:40:36,426 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-03-20T07:40:36,428 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-03-20T07:40:36,429 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-03-20T07:40:36,430 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-03-20T07:40:36,431 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-03-20T07:40:36,432 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-03-20T07:40:36,433 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-03-20T07:40:36,435 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-03-20T07:40:36,436 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-03-20T07:40:36,438 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-03-20T07:40:36,439 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-03-20T07:40:36,440 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-03-20T07:40:36,442 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-03-20T07:40:36,445 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-03-20T07:40:36,446 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-03-20T07:40:36,447 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-03-20T07:40:36,449 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-03-20T07:40:36,451 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-03-20T07:40:36,452 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-03-20T07:40:36,454 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-03-20T07:40:36,455 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-03-20T07:40:36,457 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-03-20T07:40:36,459 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-03-20T07:40:36,460 adding 'snowflake/ml/_internal/utils/result.py' 2026-03-20T07:40:36,462 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-03-20T07:40:36,463 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-03-20T07:40:36,465 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-03-20T07:40:36,466 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-03-20T07:40:36,468 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-03-20T07:40:36,469 adding 'snowflake/ml/_internal/utils/tee.py' 2026-03-20T07:40:36,470 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-03-20T07:40:36,472 adding 'snowflake/ml/_internal/utils/url.py' 2026-03-20T07:40:36,473 adding 'snowflake/ml/data/__init__.py' 2026-03-20T07:40:36,476 adding 'snowflake/ml/data/data_connector.py' 2026-03-20T07:40:36,477 adding 'snowflake/ml/data/data_ingestor.py' 2026-03-20T07:40:36,478 adding 'snowflake/ml/data/data_source.py' 2026-03-20T07:40:36,479 adding 'snowflake/ml/data/ingestor_utils.py' 2026-03-20T07:40:36,481 adding 'snowflake/ml/data/torch_utils.py' 2026-03-20T07:40:36,484 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-03-20T07:40:36,485 adding 'snowflake/ml/dataset/__init__.py' 2026-03-20T07:40:36,488 adding 'snowflake/ml/dataset/dataset.py' 2026-03-20T07:40:36,489 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-03-20T07:40:36,491 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-03-20T07:40:36,492 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-03-20T07:40:36,494 adding 'snowflake/ml/experiment/__init__.py' 2026-03-20T07:40:36,495 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-03-20T07:40:36,498 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-03-20T07:40:36,500 adding 'snowflake/ml/experiment/utils.py' 2026-03-20T07:40:36,502 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-03-20T07:40:36,503 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-03-20T07:40:36,505 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-03-20T07:40:36,506 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-03-20T07:40:36,507 adding 'snowflake/ml/experiment/_entities/run.py' 2026-03-20T07:40:36,508 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-03-20T07:40:36,510 adding 'snowflake/ml/experiment/_logging/__init__.py' 2026-03-20T07:40:36,511 adding 'snowflake/ml/experiment/_logging/experiment_logger.py' 2026-03-20T07:40:36,512 adding 'snowflake/ml/experiment/_logging/experiment_logging_context.py' 2026-03-20T07:40:36,514 adding 'snowflake/ml/experiment/callback/keras.py' 2026-03-20T07:40:36,516 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-03-20T07:40:36,517 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-03-20T07:40:36,519 adding 'snowflake/ml/feature_store/__init__.py' 2026-03-20T07:40:36,521 adding 'snowflake/ml/feature_store/access_manager.py' 2026-03-20T07:40:36,523 adding 'snowflake/ml/feature_store/aggregation.py' 2026-03-20T07:40:36,525 adding 'snowflake/ml/feature_store/entity.py' 2026-03-20T07:40:36,526 adding 'snowflake/ml/feature_store/feature.py' 2026-03-20T07:40:36,547 adding 'snowflake/ml/feature_store/feature_store.py' 2026-03-20T07:40:36,557 adding 'snowflake/ml/feature_store/feature_view.py' 2026-03-20T07:40:36,559 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-03-20T07:40:36,561 adding 'snowflake/ml/feature_store/stream_source.py' 2026-03-20T07:40:36,567 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-03-20T07:40:36,570 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-03-20T07:40:36,572 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-03-20T07:40:36,573 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-03-20T07:40:36,575 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-03-20T07:40:36,577 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-03-20T07:40:36,578 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-03-20T07:40:36,579 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-03-20T07:40:36,581 adding 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2026-03-20T07:40:36,665 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-03-20T07:40:36,667 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-03-20T07:40:36,668 adding 'snowflake/ml/lineage/__init__.py' 2026-03-20T07:40:36,670 adding 'snowflake/ml/lineage/lineage_node.py' 2026-03-20T07:40:36,672 adding 'snowflake/ml/model/__init__.py' 2026-03-20T07:40:36,674 adding 'snowflake/ml/model/code_path.py' 2026-03-20T07:40:36,675 adding 'snowflake/ml/model/compute_pool.py' 2026-03-20T07:40:36,677 adding 'snowflake/ml/model/custom_model.py' 2026-03-20T07:40:36,679 adding 'snowflake/ml/model/event_handler.py' 2026-03-20T07:40:36,680 adding 'snowflake/ml/model/inference_engine.py' 2026-03-20T07:40:36,684 adding 'snowflake/ml/model/model_signature.py' 2026-03-20T07:40:36,685 adding 'snowflake/ml/model/openai_signatures.py' 2026-03-20T07:40:36,687 adding 'snowflake/ml/model/target_platform.py' 2026-03-20T07:40:36,688 adding 'snowflake/ml/model/task.py' 2026-03-20T07:40:36,690 adding 'snowflake/ml/model/type_hints.py' 2026-03-20T07:40:36,691 adding 'snowflake/ml/model/volatility.py' 2026-03-20T07:40:36,693 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-03-20T07:40:36,695 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-03-20T07:40:36,697 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-03-20T07:40:36,703 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-03-20T07:40:36,705 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-03-20T07:40:36,707 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-03-20T07:40:36,711 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-03-20T07:40:36,714 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-03-20T07:40:36,718 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-03-20T07:40:36,720 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-03-20T07:40:36,723 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-03-20T07:40:36,724 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-03-20T07:40:36,726 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-03-20T07:40:36,728 adding 'snowflake/ml/model/_client/sql/model.py' 2026-03-20T07:40:36,730 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-03-20T07:40:36,732 adding 'snowflake/ml/model/_client/sql/service.py' 2026-03-20T07:40:36,733 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-03-20T07:40:36,735 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-03-20T07:40:36,737 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-03-20T07:40:36,739 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-03-20T07:40:36,740 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-03-20T07:40:36,742 adding 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2026-03-20T07:40:36,802 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-03-20T07:40:36,804 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-03-20T07:40:36,806 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-03-20T07:40:36,808 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-03-20T07:40:36,810 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-03-20T07:40:36,811 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-03-20T07:40:36,812 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-03-20T07:40:36,814 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-03-20T07:40:36,816 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-03-20T07:40:36,818 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-03-20T07:40:36,820 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-03-20T07:40:36,821 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-03-20T07:40:36,826 adding 'snowflake/ml/model/_signatures/core.py' 2026-03-20T07:40:36,828 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-03-20T07:40:36,829 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-03-20T07:40:36,831 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-03-20T07:40:36,832 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-03-20T07:40:36,834 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-03-20T07:40:36,835 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-03-20T07:40:36,838 adding 'snowflake/ml/model/_signatures/utils.py' 2026-03-20T07:40:36,839 adding 'snowflake/ml/model/batch/__init__.py' 2026-03-20T07:40:36,842 adding 'snowflake/ml/model/models/huggingface.py' 2026-03-20T07:40:36,844 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-03-20T07:40:36,848 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-03-20T07:40:36,849 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-03-20T07:40:36,851 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-03-20T07:40:36,852 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-03-20T07:40:36,853 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-03-20T07:40:36,855 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-03-20T07:40:36,857 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-03-20T07:40:36,859 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-03-20T07:40:36,864 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-03-20T07:40:36,866 adding 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'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-03-20T07:40:36,960 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-03-20T07:40:36,964 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-03-20T07:40:36,969 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-03-20T07:40:36,973 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-03-20T07:40:36,978 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-03-20T07:40:36,983 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-03-20T07:40:36,990 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-03-20T07:40:36,996 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-03-20T07:40:37,002 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-03-20T07:40:37,007 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-03-20T07:40:37,013 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-03-20T07:40:37,018 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-03-20T07:40:37,023 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-03-20T07:40:37,027 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-03-20T07:40:37,032 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-03-20T07:40:37,038 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-03-20T07:40:37,043 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-03-20T07:40:37,048 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-03-20T07:40:37,053 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-03-20T07:40:37,057 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-03-20T07:40:37,059 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-03-20T07:40:37,064 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-03-20T07:40:37,068 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-03-20T07:40:37,071 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-03-20T07:40:37,075 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-03-20T07:40:37,080 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-03-20T07:40:37,085 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-03-20T07:40:37,089 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-03-20T07:40:37,095 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-03-20T07:40:37,101 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-03-20T07:40:37,109 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-03-20T07:40:37,117 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-03-20T07:40:37,123 adding 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'snowflake/ml/modeling/impute/__init__.py' 2026-03-20T07:40:37,223 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-03-20T07:40:37,227 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-03-20T07:40:37,232 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-03-20T07:40:37,235 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-03-20T07:40:37,237 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-03-20T07:40:37,241 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-03-20T07:40:37,246 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-03-20T07:40:37,250 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-03-20T07:40:37,255 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-03-20T07:40:37,259 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-03-20T07:40:37,261 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-03-20T07:40:37,266 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-03-20T07:40:37,267 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-03-20T07:40:37,271 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-03-20T07:40:37,276 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-03-20T07:40:37,279 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-03-20T07:40:37,283 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-03-20T07:40:37,288 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-03-20T07:40:37,293 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-03-20T07:40:37,298 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-03-20T07:40:37,303 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-03-20T07:40:37,307 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-03-20T07:40:37,312 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-03-20T07:40:37,317 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-03-20T07:40:37,322 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-03-20T07:40:37,327 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-03-20T07:40:37,332 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-03-20T07:40:37,336 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-03-20T07:40:37,341 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-03-20T07:40:37,346 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-03-20T07:40:37,351 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-03-20T07:40:37,357 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-03-20T07:40:37,362 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-03-20T07:40:37,367 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-03-20T07:40:37,371 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-03-20T07:40:37,376 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-03-20T07:40:37,381 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-03-20T07:40:37,386 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-03-20T07:40:37,391 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-03-20T07:40:37,396 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-03-20T07:40:37,401 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-03-20T07:40:37,406 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-03-20T07:40:37,411 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-03-20T07:40:37,416 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-03-20T07:40:37,421 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-03-20T07:40:37,426 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-03-20T07:40:37,432 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-03-20T07:40:37,437 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-03-20T07:40:37,442 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-03-20T07:40:37,447 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-03-20T07:40:37,452 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-03-20T07:40:37,454 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-03-20T07:40:37,459 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-03-20T07:40:37,463 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-03-20T07:40:37,468 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-03-20T07:40:37,474 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-03-20T07:40:37,476 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-03-20T07:40:37,483 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-03-20T07:40:37,485 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-03-20T07:40:37,486 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-03-20T07:40:37,488 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-03-20T07:40:37,491 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-03-20T07:40:37,493 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-03-20T07:40:37,495 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-03-20T07:40:37,500 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-03-20T07:40:37,505 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-03-20T07:40:37,507 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-03-20T07:40:37,511 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-03-20T07:40:37,514 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-03-20T07:40:37,516 adding 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2026-03-20T07:40:37,618 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-03-20T07:40:37,620 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-03-20T07:40:37,621 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-03-20T07:40:37,622 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-03-20T07:40:37,624 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-03-20T07:40:37,629 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-03-20T07:40:37,631 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-03-20T07:40:37,632 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-03-20T07:40:37,635 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-03-20T07:40:37,637 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-03-20T07:40:37,639 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-03-20T07:40:37,641 adding 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2026-03-20T07:40:37,686 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-03-20T07:40:37,691 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-03-20T07:40:37,696 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-03-20T07:40:37,701 adding 'snowflake/ml/modeling/svm/svc.py' 2026-03-20T07:40:37,706 adding 'snowflake/ml/modeling/svm/svr.py' 2026-03-20T07:40:37,708 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-03-20T07:40:37,713 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-03-20T07:40:37,719 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-03-20T07:40:37,724 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-03-20T07:40:37,729 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-03-20T07:40:37,731 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-03-20T07:40:37,737 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-03-20T07:40:37,743 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-03-20T07:40:37,749 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-03-20T07:40:37,755 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-03-20T07:40:37,758 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-03-20T07:40:37,760 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-03-20T07:40:37,761 adding 'snowflake/ml/monitoring/shap.py' 2026-03-20T07:40:37,764 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-03-20T07:40:37,765 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-03-20T07:40:37,767 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-03-20T07:40:37,769 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-03-20T07:40:37,771 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-03-20T07:40:37,772 adding 'snowflake/ml/registry/__init__.py' 2026-03-20T07:40:37,776 adding 'snowflake/ml/registry/registry.py' 2026-03-20T07:40:37,779 adding 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build/bdist.linux-armv7l/wheel 2026-03-20T07:40:38,110 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-03-20T07:40:38,165 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.31.0-py3-none-any.whl size=2302449 sha256=675bf70e7448883077f8aa2750ed8443937d5f297b339f1684e893f733161a14 2026-03-20T07:40:38,166 Stored in directory: /tmp/pip-ephem-wheel-cache-huruagmi/wheels/55/f6/d0/5e416e601b0b0b04bed38ece7d5908f1640368cb33ffb55611 2026-03-20T07:40:38,219 Successfully built snowflake-ml-python 2026-03-20T07:40:38,275 Removed build tracker: '/tmp/pip-build-tracker-4mnbnmg6'