2026-04-08T19:34:00,106 Created temporary directory: /tmp/pip-ephem-wheel-cache-usiue4iz 2026-04-08T19:34:00,108 Created temporary directory: /tmp/pip-build-tracker-u2pz3_98 2026-04-08T19:34:00,108 Initialized build tracking at /tmp/pip-build-tracker-u2pz3_98 2026-04-08T19:34:00,109 Created build tracker: /tmp/pip-build-tracker-u2pz3_98 2026-04-08T19:34:00,109 Entered build tracker: /tmp/pip-build-tracker-u2pz3_98 2026-04-08T19:34:00,110 Created temporary directory: /tmp/pip-wheel-3c_det2z 2026-04-08T19:34:00,113 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 2026-04-08T19:34:00,116 Created temporary directory: /tmp/pip-ephem-wheel-cache-qf5w8q9w 2026-04-08T19:34:00,137 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-08T19:34:00,141 2 location(s) to search for versions of snowflake-ml-python: 2026-04-08T19:34:00,141 * https://pypi.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,141 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,142 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,143 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,144 Found index url https://pypi.org/simple 2026-04-08T19:34:00,389 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-04-08T19:34:00,411 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/26/b5/10afb55a12ad59c5c63d3dd020a9b62f4cb5c2115db3295cb91679cb6b80/snowflake_ml_python-1.34.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.34.0 2026-04-08T19:34:00,511 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,511 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,513 Found index url https://www.piwheels.org/simple 2026-04-08T19:34:00,683 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-04-08T19:34:00,697 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.33.0-py3-none-any.whl#sha256=4413077c92e5c924be1014e597018ec6b4bda55fb28ba0228f3783e6af9561d3 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-04-08T19:34:00,698 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(requires-python:<3.14,>=3.9) 2026-04-08T19:34:00,700 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.29.0-py3-none-any.whl#sha256=c7c83a24f2ec13f0a377454b592e539856a05a7f435ef579a997a5d3c3e41119 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-04-08T19:34:00,700 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.28.0-py3-none-any.whl#sha256=73efd81f7b692eb19d3720e33afef8bd708bb6c2b13666f3d1c37bcae1d8c020 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-04-08T19:34:00,701 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.27.0-py3-none-any.whl#sha256=173225ca58d2921102882e1eec485f9d8d52e706b2a3fc6ddd92682a6885ba53 (from 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(requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,712 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.1-py3-none-any.whl#sha256=21886a3fb1dda91bf6fbdd1f6a30deb5ca607447d8e16ef5be6855d7bd4c0c27 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,713 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,713 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,714 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,715 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,715 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,716 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,716 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,717 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-08T19:34:00,717 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) 2026-04-08T19:34:00,717 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) 2026-04-08T19:34:00,718 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) 2026-04-08T19:34:00,719 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) 2026-04-08T19:34:00,719 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) 2026-04-08T19:34:00,720 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) 2026-04-08T19:34:00,720 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) 2026-04-08T19:34:00,721 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) 2026-04-08T19:34:00,722 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) 2026-04-08T19:34:00,722 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) 2026-04-08T19:34:00,722 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) 2026-04-08T19:34:00,723 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,724 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-04-08T19:34:00,749 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-04-08T19:34:00,769 Collecting snowflake-ml-python==1.34.0 2026-04-08T19:34:00,771 Created temporary directory: /tmp/pip-unpack-4nxd2mfs 2026-04-08T19:34:00,932 Downloading snowflake_ml_python-1.34.0.tar.gz (2.0 MB) 2026-04-08T19:34:02,479 Added snowflake-ml-python==1.34.0 from https://files.pythonhosted.org/packages/26/b5/10afb55a12ad59c5c63d3dd020a9b62f4cb5c2115db3295cb91679cb6b80/snowflake_ml_python-1.34.0.tar.gz to build tracker '/tmp/pip-build-tracker-u2pz3_98' 2026-04-08T19:34:02,485 Created temporary directory: /tmp/pip-build-env-x9t52ypi 2026-04-08T19:34:02,490 Installing build dependencies: started 2026-04-08T19:34:02,491 Running command pip subprocess to install build dependencies 2026-04-08T19:34:03,646 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-04-08T19:34:04,093 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 2026-04-08T19:34:04,117 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-08T19:34:05,878 Collecting setuptools>=61.0 2026-04-08T19:34:05,971 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-04-08T19:34:08,977 Installing collected packages: setuptools 2026-04-08T19:34:12,170 Successfully installed setuptools-82.0.1 2026-04-08T19:34:12,442 Installing build dependencies: finished with status 'done' 2026-04-08T19:34:12,448 Getting requirements to build wheel: started 2026-04-08T19:34:12,449 Running command Getting requirements to build wheel 2026-04-08T19:34:13,105 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-04-08T19:34:13,105 !! 2026-04-08T19:34:13,106 ******************************************************************************** 2026-04-08T19:34:13,107 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). 2026-04-08T19:34:13,107 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-04-08T19:34:13,108 or your builds will no longer be supported. 2026-04-08T19:34:13,109 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:13,109 ******************************************************************************** 2026-04-08T19:34:13,110 !! 2026-04-08T19:34:13,110 corresp(dist, value, root_dir) 2026-04-08T19:34:13,194 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-08T19:34:13,195 !! 2026-04-08T19:34:13,196 ******************************************************************************** 2026-04-08T19:34:13,196 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-08T19:34:13,197 License :: OSI Approved :: Apache Software License 2026-04-08T19:34:13,198 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:13,199 ******************************************************************************** 2026-04-08T19:34:13,200 !! 2026-04-08T19:34:13,200 dist._finalize_license_expression() 2026-04-08T19:34:13,210 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-08T19:34:13,210 !! 2026-04-08T19:34:13,211 ******************************************************************************** 2026-04-08T19:34:13,212 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-08T19:34:13,213 License :: OSI Approved :: Apache Software License 2026-04-08T19:34:13,214 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:13,215 ******************************************************************************** 2026-04-08T19:34:13,216 !! 2026-04-08T19:34:13,217 self._finalize_license_expression() 2026-04-08T19:34:13,220 running egg_info 2026-04-08T19:34:13,226 writing snowflake_ml_python.egg-info/PKG-INFO 2026-04-08T19:34:13,246 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-04-08T19:34:13,257 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-04-08T19:34:13,259 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-04-08T19:34:13,460 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:13,486 adding license file 'LICENSE.txt' 2026-04-08T19:34:13,518 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:13,619 Getting requirements to build wheel: finished with status 'done' 2026-04-08T19:34:13,622 Created temporary directory: /tmp/pip-modern-metadata-ei8q6wf8 2026-04-08T19:34:13,624 Preparing metadata (pyproject.toml): started 2026-04-08T19:34:13,625 Running command Preparing metadata (pyproject.toml) 2026-04-08T19:34:14,232 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-04-08T19:34:14,232 !! 2026-04-08T19:34:14,234 ******************************************************************************** 2026-04-08T19:34:14,234 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). 2026-04-08T19:34:14,235 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-04-08T19:34:14,235 or your builds will no longer be supported. 2026-04-08T19:34:14,236 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:14,237 ******************************************************************************** 2026-04-08T19:34:14,238 !! 2026-04-08T19:34:14,238 corresp(dist, value, root_dir) 2026-04-08T19:34:14,315 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-08T19:34:14,315 !! 2026-04-08T19:34:14,317 ******************************************************************************** 2026-04-08T19:34:14,317 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-08T19:34:14,318 License :: OSI Approved :: Apache Software License 2026-04-08T19:34:14,319 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:14,319 ******************************************************************************** 2026-04-08T19:34:14,320 !! 2026-04-08T19:34:14,321 dist._finalize_license_expression() 2026-04-08T19:34:14,327 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-08T19:34:14,328 !! 2026-04-08T19:34:14,329 ******************************************************************************** 2026-04-08T19:34:14,329 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-08T19:34:14,330 License :: OSI Approved :: Apache Software License 2026-04-08T19:34:14,331 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:14,332 ******************************************************************************** 2026-04-08T19:34:14,333 !! 2026-04-08T19:34:14,334 self._finalize_license_expression() 2026-04-08T19:34:14,334 running dist_info 2026-04-08T19:34:14,343 creating /tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info 2026-04-08T19:34:14,344 writing /tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/PKG-INFO 2026-04-08T19:34:14,364 writing dependency_links to /tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/dependency_links.txt 2026-04-08T19:34:14,375 writing requirements to /tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/requires.txt 2026-04-08T19:34:14,376 writing top-level names to /tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/top_level.txt 2026-04-08T19:34:14,378 writing manifest file '/tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:14,563 reading manifest file '/tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:14,565 adding license file 'LICENSE.txt' 2026-04-08T19:34:14,588 writing manifest file '/tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:14,590 creating '/tmp/pip-modern-metadata-ei8q6wf8/snowflake_ml_python-1.34.0.dist-info' 2026-04-08T19:34:14,718 Preparing metadata (pyproject.toml): finished with status 'done' 2026-04-08T19:34:14,733 Source in /tmp/pip-wheel-3c_det2z/snowflake-ml-python_72effa7768c949bdbbc4cb0a4d43f7a3 has version 1.34.0, which satisfies requirement snowflake-ml-python==1.34.0 from https://files.pythonhosted.org/packages/26/b5/10afb55a12ad59c5c63d3dd020a9b62f4cb5c2115db3295cb91679cb6b80/snowflake_ml_python-1.34.0.tar.gz 2026-04-08T19:34:14,734 Removed snowflake-ml-python==1.34.0 from https://files.pythonhosted.org/packages/26/b5/10afb55a12ad59c5c63d3dd020a9b62f4cb5c2115db3295cb91679cb6b80/snowflake_ml_python-1.34.0.tar.gz from build tracker '/tmp/pip-build-tracker-u2pz3_98' 2026-04-08T19:34:14,759 Created temporary directory: /tmp/pip-unpack-20hcvs6g 2026-04-08T19:34:14,760 Building wheels for collected packages: snowflake-ml-python 2026-04-08T19:34:14,765 Created temporary directory: /tmp/pip-wheel-p54askrl 2026-04-08T19:34:14,765 Destination directory: /tmp/pip-wheel-p54askrl 2026-04-08T19:34:14,767 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-04-08T19:34:14,769 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-04-08T19:34:15,356 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-04-08T19:34:15,356 !! 2026-04-08T19:34:15,357 ******************************************************************************** 2026-04-08T19:34:15,358 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). 2026-04-08T19:34:15,358 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-04-08T19:34:15,359 or your builds will no longer be supported. 2026-04-08T19:34:15,360 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:15,361 ******************************************************************************** 2026-04-08T19:34:15,362 !! 2026-04-08T19:34:15,362 corresp(dist, value, root_dir) 2026-04-08T19:34:15,432 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-08T19:34:15,433 !! 2026-04-08T19:34:15,434 ******************************************************************************** 2026-04-08T19:34:15,435 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-08T19:34:15,436 License :: OSI Approved :: Apache Software License 2026-04-08T19:34:15,437 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:15,438 ******************************************************************************** 2026-04-08T19:34:15,439 !! 2026-04-08T19:34:15,440 dist._finalize_license_expression() 2026-04-08T19:34:15,445 /tmp/pip-build-env-x9t52ypi/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-08T19:34:15,446 !! 2026-04-08T19:34:15,447 ******************************************************************************** 2026-04-08T19:34:15,447 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-08T19:34:15,448 License :: OSI Approved :: Apache Software License 2026-04-08T19:34:15,449 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-08T19:34:15,450 ******************************************************************************** 2026-04-08T19:34:15,451 !! 2026-04-08T19:34:15,452 self._finalize_license_expression() 2026-04-08T19:34:15,452 running bdist_wheel 2026-04-08T19:34:15,464 running build 2026-04-08T19:34:15,465 running build_py 2026-04-08T19:34:15,471 creating build/lib/snowflake/ml 2026-04-08T19:34:15,474 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-04-08T19:34:15,477 creating build/lib/snowflake/cortex 2026-04-08T19:34:15,478 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,481 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,483 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,485 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,486 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,488 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,490 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,492 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,494 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,496 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,498 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,500 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-04-08T19:34:15,503 creating build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,504 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,514 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,517 copying snowflake/ml/feature_store/interval_utils.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,519 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,521 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,528 copying snowflake/ml/feature_store/streaming_registration.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,530 copying snowflake/ml/feature_store/request_source.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,532 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,534 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,538 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,540 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,542 copying snowflake/ml/feature_store/stream_source.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,545 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,547 copying snowflake/ml/feature_store/stream_config.py -> build/lib/snowflake/ml/feature_store 2026-04-08T19:34:15,551 creating build/lib/snowflake/ml/utils 2026-04-08T19:34:15,552 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-04-08T19:34:15,554 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-04-08T19:34:15,556 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-04-08T19:34:15,558 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-04-08T19:34:15,560 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-04-08T19:34:15,562 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-04-08T19:34:15,565 creating build/lib/snowflake/ml/registry 2026-04-08T19:34:15,566 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-04-08T19:34:15,568 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-04-08T19:34:15,572 creating build/lib/snowflake/ml/lineage 2026-04-08T19:34:15,573 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-04-08T19:34:15,575 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-04-08T19:34:15,578 creating build/lib/snowflake/ml/monitoring 2026-04-08T19:34:15,579 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-04-08T19:34:15,581 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-04-08T19:34:15,583 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-04-08T19:34:15,586 creating build/lib/snowflake/ml/model 2026-04-08T19:34:15,587 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,590 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,591 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,593 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,595 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,597 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,599 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,600 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,602 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,604 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,606 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,609 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-04-08T19:34:15,612 creating build/lib/snowflake/ml/data 2026-04-08T19:34:15,613 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-04-08T19:34:15,615 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-04-08T19:34:15,617 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-04-08T19:34:15,619 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-04-08T19:34:15,621 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-04-08T19:34:15,623 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-04-08T19:34:15,625 creating build/lib/snowflake/ml/jobs 2026-04-08T19:34:15,626 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-04-08T19:34:15,629 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-04-08T19:34:15,631 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-04-08T19:34:15,634 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-04-08T19:34:15,637 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-04-08T19:34:15,640 creating build/lib/snowflake/ml/fileset 2026-04-08T19:34:15,641 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-04-08T19:34:15,644 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-04-08T19:34:15,647 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-04-08T19:34:15,650 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-04-08T19:34:15,652 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-04-08T19:34:15,655 creating build/lib/snowflake/ml/experiment 2026-04-08T19:34:15,656 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-04-08T19:34:15,659 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-04-08T19:34:15,661 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-04-08T19:34:15,663 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-04-08T19:34:15,665 creating build/lib/snowflake/ml/dataset 2026-04-08T19:34:15,666 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-04-08T19:34:15,669 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-04-08T19:34:15,670 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-04-08T19:34:15,674 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-04-08T19:34:15,675 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-04-08T19:34:15,678 creating build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,679 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,682 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,684 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,686 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,688 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,690 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,692 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,694 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,695 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-04-08T19:34:15,700 creating build/lib/snowflake/ml/feature_store/spec 2026-04-08T19:34:15,701 copying snowflake/ml/feature_store/spec/enums.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-08T19:34:15,703 copying snowflake/ml/feature_store/spec/__init__.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-08T19:34:15,704 copying snowflake/ml/feature_store/spec/builder.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-08T19:34:15,707 copying snowflake/ml/feature_store/spec/models.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-08T19:34:15,710 creating build/lib/snowflake/ml/feature_store/examples 2026-04-08T19:34:15,711 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-04-08T19:34:15,713 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-08T19:34:15,714 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-08T19:34:15,717 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-08T19:34:15,718 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-08T19:34:15,720 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-08T19:34:15,721 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-08T19:34:15,724 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-04-08T19:34:15,725 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-04-08T19:34:15,727 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-08T19:34:15,728 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-08T19:34:15,730 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-08T19:34:15,733 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-08T19:34:15,734 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 2026-04-08T19:34:15,736 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 2026-04-08T19:34:15,738 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-08T19:34:15,739 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 2026-04-08T19:34:15,741 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 2026-04-08T19:34:15,743 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-04-08T19:34:15,744 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-04-08T19:34:15,746 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-04-08T19:34:15,748 creating build/lib/snowflake/ml/registry/_manager 2026-04-08T19:34:15,749 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-04-08T19:34:15,751 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-04-08T19:34:15,754 creating build/lib/snowflake/ml/monitoring/_client 2026-04-08T19:34:15,755 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-04-08T19:34:15,758 creating build/lib/snowflake/ml/monitoring/_manager 2026-04-08T19:34:15,759 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-04-08T19:34:15,762 creating build/lib/snowflake/ml/monitoring/entities 2026-04-08T19:34:15,763 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-04-08T19:34:15,766 creating build/lib/snowflake/ml/model/_model_composer 2026-04-08T19:34:15,767 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-04-08T19:34:15,770 creating build/lib/snowflake/ml/model/models 2026-04-08T19:34:15,771 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-04-08T19:34:15,773 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-04-08T19:34:15,777 creating build/lib/snowflake/ml/model/_packager 2026-04-08T19:34:15,778 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-04-08T19:34:15,780 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-04-08T19:34:15,782 creating build/lib/snowflake/ml/model/batch 2026-04-08T19:34:15,783 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-04-08T19:34:15,786 creating build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,787 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,789 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,791 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,793 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,795 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,797 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,800 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,802 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,804 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,807 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-08T19:34:15,810 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:15,811 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:15,814 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:15,815 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:15,817 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:15,819 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-04-08T19:34:15,820 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-04-08T19:34:15,822 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-04-08T19:34:15,824 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-04-08T19:34:15,825 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-04-08T19:34:15,828 creating build/lib/snowflake/ml/model/_client/ops 2026-04-08T19:34:15,830 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-08T19:34:15,834 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-08T19:34:15,837 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-08T19:34:15,839 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-08T19:34:15,841 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-08T19:34:15,844 creating build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,845 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,847 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,849 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,852 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,854 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,856 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-08T19:34:15,859 creating build/lib/snowflake/ml/model/_client/service 2026-04-08T19:34:15,860 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-04-08T19:34:15,863 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-04-08T19:34:15,864 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-04-08T19:34:15,867 creating build/lib/snowflake/ml/model/_client/model 2026-04-08T19:34:15,868 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-04-08T19:34:15,870 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-04-08T19:34:15,872 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-04-08T19:34:15,874 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-04-08T19:34:15,878 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-04-08T19:34:15,878 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-04-08T19:34:15,880 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-04-08T19:34:15,883 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:15,884 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:15,886 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:15,888 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:15,891 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,892 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,894 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,897 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,899 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,901 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,904 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,906 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,909 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,911 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,913 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,916 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,918 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,920 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,922 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,925 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:15,928 creating build/lib/snowflake/ml/model/_packager/model_task 2026-04-08T19:34:15,929 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-04-08T19:34:15,931 creating build/lib/snowflake/ml/model/_packager/model_env 2026-04-08T19:34:15,932 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-04-08T19:34:15,936 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:15,937 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:15,938 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:15,940 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:15,942 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:15,943 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:15,945 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-08T19:34:15,946 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-08T19:34:15,948 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-08T19:34:15,950 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-08T19:34:15,952 creating build/lib/snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:15,953 copying snowflake/ml/model/_packager/model_handlers/huggingface/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:15,955 copying snowflake/ml/model/_packager/model_handlers/huggingface/__init__.py -> build/lib/snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:15,957 copying snowflake/ml/model/_packager/model_handlers/huggingface/_openai_chat_wrapper.py -> build/lib/snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:15,959 copying snowflake/ml/model/_packager/model_handlers/huggingface/_handler.py -> build/lib/snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:15,962 creating build/lib/snowflake/ml/data/_internal 2026-04-08T19:34:15,963 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-04-08T19:34:15,966 creating build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,967 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,970 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,972 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,974 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,976 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,979 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,981 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,983 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-08T19:34:15,985 creating build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,986 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,989 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,991 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,992 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,994 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,997 copying snowflake/ml/jobs/_utils/type_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:15,998 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:16,000 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:16,002 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-08T19:34:16,004 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:16,005 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:16,007 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:16,010 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:16,012 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:16,015 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:16,017 creating build/lib/snowflake/ml/experiment/_logging 2026-04-08T19:34:16,018 copying snowflake/ml/experiment/_logging/experiment_logger.py -> build/lib/snowflake/ml/experiment/_logging 2026-04-08T19:34:16,020 copying snowflake/ml/experiment/_logging/__init__.py -> build/lib/snowflake/ml/experiment/_logging 2026-04-08T19:34:16,022 copying snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/lib/snowflake/ml/experiment/_logging 2026-04-08T19:34:16,024 creating build/lib/snowflake/ml/experiment/callback 2026-04-08T19:34:16,025 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-04-08T19:34:16,027 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-04-08T19:34:16,029 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-04-08T19:34:16,032 creating build/lib/snowflake/ml/experiment/_client 2026-04-08T19:34:16,033 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-04-08T19:34:16,035 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-04-08T19:34:16,038 creating build/lib/snowflake/ml/experiment/_entities 2026-04-08T19:34:16,039 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-08T19:34:16,041 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-08T19:34:16,042 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-08T19:34:16,044 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-08T19:34:16,047 creating build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,048 copying snowflake/ml/_internal/utils/tee.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,050 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,052 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,054 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,056 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,058 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,060 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,063 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,065 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,066 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,068 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,070 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,072 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,074 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,076 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,078 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,080 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,083 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,084 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-04-08T19:34:16,087 creating build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,088 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,090 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,092 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,094 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,096 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,098 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,099 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,101 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,103 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-08T19:34:16,105 creating build/lib/snowflake/ml/_internal/lineage 2026-04-08T19:34:16,106 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-04-08T19:34:16,109 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:16,110 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:16,112 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:16,115 creating build/lib/snowflake/ml/modeling/framework 2026-04-08T19:34:16,116 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-04-08T19:34:16,119 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-04-08T19:34:16,122 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-04-08T19:34:16,122 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-04-08T19:34:16,126 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-04-08T19:34:16,128 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:16,129 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:16,132 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:16,134 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:16,137 creating build/lib/snowflake/ml/modeling/compose 2026-04-08T19:34:16,138 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-04-08T19:34:16,140 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-04-08T19:34:16,143 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-04-08T19:34:16,147 creating build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,148 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,151 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,154 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,157 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,161 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,163 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,165 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,169 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,172 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,175 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,178 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,181 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,184 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,187 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-08T19:34:16,191 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:16,192 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:16,195 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:16,197 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:16,200 creating build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,201 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,205 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,208 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,212 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,215 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,216 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,220 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-04-08T19:34:16,224 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,225 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,228 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,231 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,234 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,237 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,239 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:16,242 creating build/lib/snowflake/ml/modeling/lightgbm 2026-04-08T19:34:16,243 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-04-08T19:34:16,245 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-04-08T19:34:16,248 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-04-08T19:34:16,252 creating build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,253 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,256 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,260 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,262 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,264 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,267 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,269 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-08T19:34:16,272 creating build/lib/snowflake/ml/modeling/pipeline 2026-04-08T19:34:16,273 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-04-08T19:34:16,275 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-04-08T19:34:16,278 creating build/lib/snowflake/ml/modeling/multiclass 2026-04-08T19:34:16,279 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-08T19:34:16,281 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-08T19:34:16,284 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-08T19:34:16,287 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-08T19:34:16,291 creating build/lib/snowflake/ml/modeling/manifold 2026-04-08T19:34:16,292 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-08T19:34:16,295 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-08T19:34:16,298 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-08T19:34:16,300 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-08T19:34:16,303 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-08T19:34:16,307 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,308 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,312 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,315 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,318 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,320 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,323 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:16,327 creating build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,328 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,332 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,335 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,338 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,340 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,343 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,347 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,348 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,351 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,354 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,357 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,360 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,363 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,367 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,370 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,373 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,377 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-08T19:34:16,380 creating build/lib/snowflake/ml/modeling/xgboost 2026-04-08T19:34:16,381 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-08T19:34:16,385 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-08T19:34:16,388 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-08T19:34:16,391 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-08T19:34:16,394 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-08T19:34:16,397 creating build/lib/snowflake/ml/modeling/parameters 2026-04-08T19:34:16,398 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-04-08T19:34:16,400 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-04-08T19:34:16,401 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-04-08T19:34:16,403 creating build/lib/snowflake/ml/modeling/neural_network 2026-04-08T19:34:16,404 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-08T19:34:16,408 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-08T19:34:16,410 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-08T19:34:16,412 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-08T19:34:16,416 creating build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,417 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,419 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,422 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,424 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,426 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,429 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,430 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,433 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,436 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,439 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,441 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,444 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:16,447 creating build/lib/snowflake/ml/modeling/model_selection 2026-04-08T19:34:16,448 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-04-08T19:34:16,451 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-04-08T19:34:16,452 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-04-08T19:34:16,456 creating build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,457 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,460 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,463 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,466 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,470 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,473 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,477 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,480 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,483 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,486 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,489 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,492 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,495 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,498 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,502 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,505 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,508 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,511 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,514 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,516 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,519 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,522 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,526 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,529 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,532 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,535 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,538 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,541 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,544 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,548 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,552 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,555 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,558 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,562 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,565 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,568 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-08T19:34:16,572 creating build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,573 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,576 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,579 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,582 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,586 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,587 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,591 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,594 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,597 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,600 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-08T19:34:16,603 creating build/lib/snowflake/ml/modeling/tree 2026-04-08T19:34:16,604 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-04-08T19:34:16,607 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-04-08T19:34:16,611 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-04-08T19:34:16,612 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-04-08T19:34:16,615 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-04-08T19:34:16,619 creating build/lib/snowflake/ml/modeling/calibration 2026-04-08T19:34:16,620 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-04-08T19:34:16,622 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-04-08T19:34:16,626 creating build/lib/snowflake/ml/modeling/impute 2026-04-08T19:34:16,627 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-04-08T19:34:16,630 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-04-08T19:34:16,633 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-04-08T19:34:16,636 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-04-08T19:34:16,638 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-04-08T19:34:16,641 creating build/lib/snowflake/ml/modeling/mixture 2026-04-08T19:34:16,642 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-04-08T19:34:16,646 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-04-08T19:34:16,649 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-04-08T19:34:16,652 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:16,653 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:16,656 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:16,658 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:16,662 creating build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,663 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,665 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,669 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,672 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,674 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,677 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,680 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,683 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,686 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-08T19:34:16,690 creating build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,691 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,694 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,696 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,698 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,701 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,703 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-08T19:34:16,705 creating build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,706 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,709 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,713 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,716 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,719 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,722 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,724 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,727 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,730 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:16,735 creating build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,736 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,740 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,744 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,747 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,751 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,754 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,757 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,761 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,764 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,767 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,770 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-08T19:34:16,773 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:16,774 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:16,778 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:16,780 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:16,782 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:16,785 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:16,788 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-04-08T19:34:16,789 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-04-08T19:34:16,792 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-04-08T19:34:16,795 running egg_info 2026-04-08T19:34:16,804 writing snowflake_ml_python.egg-info/PKG-INFO 2026-04-08T19:34:16,824 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-04-08T19:34:16,835 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-04-08T19:34:16,836 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-04-08T19:34:17,018 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:17,057 adding license file 'LICENSE.txt' 2026-04-08T19:34:17,091 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-08T19:34:17,230 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-08T19:34:17,233 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-08T19:34:17,235 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-08T19:34:17,238 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,239 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,241 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,243 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,245 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,247 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,249 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-04-08T19:34:17,256 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-04-08T19:34:17,257 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-04-08T19:34:17,260 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-04-08T19:34:17,268 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,270 copying snowflake/ml/model/_model_composer/model_method/infer_function_init_once.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,272 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,274 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,306 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:17,308 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:17,328 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:17,330 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:17,468 installing to build/bdist.linux-armv7l/wheel 2026-04-08T19:34:17,469 running install 2026-04-08T19:34:17,492 running install_lib 2026-04-08T19:34:17,497 creating build/bdist.linux-armv7l/wheel 2026-04-08T19:34:17,499 creating build/bdist.linux-armv7l/wheel/snowflake 2026-04-08T19:34:17,501 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-04-08T19:34:17,503 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-04-08T19:34:17,504 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,510 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,512 copying build/lib/snowflake/ml/feature_store/interval_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,515 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,518 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/spec 2026-04-08T19:34:17,519 copying build/lib/snowflake/ml/feature_store/spec/enums.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-08T19:34:17,521 copying build/lib/snowflake/ml/feature_store/spec/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-08T19:34:17,523 copying build/lib/snowflake/ml/feature_store/spec/builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-08T19:34:17,526 copying build/lib/snowflake/ml/feature_store/spec/models.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-08T19:34:17,528 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,532 copying build/lib/snowflake/ml/feature_store/streaming_registration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,534 copying build/lib/snowflake/ml/feature_store/request_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,536 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,538 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,541 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,544 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-04-08T19:34:17,546 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-08T19:34:17,547 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 2026-04-08T19:34:17,550 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-08T19:34:17,551 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 2026-04-08T19:34:17,553 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 2026-04-08T19:34:17,554 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 2026-04-08T19:34:17,557 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-08T19:34:17,558 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 2026-04-08T19:34:17,560 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-08T19:34:17,562 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 2026-04-08T19:34:17,564 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 2026-04-08T19:34:17,566 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 2026-04-08T19:34:17,568 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-08T19:34:17,569 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 2026-04-08T19:34:17,572 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-08T19:34:17,573 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 2026-04-08T19:34:17,575 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 2026-04-08T19:34:17,577 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 2026-04-08T19:34:17,578 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-04-08T19:34:17,581 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,582 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 2026-04-08T19:34:17,584 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-04-08T19:34:17,586 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 2026-04-08T19:34:17,588 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 2026-04-08T19:34:17,590 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 2026-04-08T19:34:17,592 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-04-08T19:34:17,593 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-04-08T19:34:17,595 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-04-08T19:34:17,596 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 2026-04-08T19:34:17,598 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 2026-04-08T19:34:17,600 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-04-08T19:34:17,602 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,604 copying build/lib/snowflake/ml/feature_store/stream_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,606 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,609 copying build/lib/snowflake/ml/feature_store/stream_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-08T19:34:17,612 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-04-08T19:34:17,614 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-08T19:34:17,616 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-08T19:34:17,618 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-08T19:34:17,621 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-08T19:34:17,623 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-08T19:34:17,625 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-08T19:34:17,628 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-04-08T19:34:17,629 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-04-08T19:34:17,631 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-04-08T19:34:17,634 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-04-08T19:34:17,635 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-04-08T19:34:17,638 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-04-08T19:34:17,641 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-04-08T19:34:17,642 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-04-08T19:34:17,644 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-04-08T19:34:17,646 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-04-08T19:34:17,648 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-04-08T19:34:17,649 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-04-08T19:34:17,651 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-04-08T19:34:17,652 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-04-08T19:34:17,654 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-04-08T19:34:17,657 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-04-08T19:34:17,658 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-04-08T19:34:17,661 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-04-08T19:34:17,664 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-04-08T19:34:17,665 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-04-08T19:34:17,667 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-04-08T19:34:17,669 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-04-08T19:34:17,673 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-04-08T19:34:17,674 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,676 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,678 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-04-08T19:34:17,679 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-04-08T19:34:17,682 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,683 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 2026-04-08T19:34:17,686 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,688 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function_init_once.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,690 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 2026-04-08T19:34:17,691 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 2026-04-08T19:34:17,693 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-08T19:34:17,695 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 2026-04-08T19:34:17,697 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 2026-04-08T19:34:17,699 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-04-08T19:34:17,700 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 2026-04-08T19:34:17,703 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 2026-04-08T19:34:17,706 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-04-08T19:34:17,707 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 2026-04-08T19:34:17,709 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,712 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,713 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,716 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-04-08T19:34:17,717 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-04-08T19:34:17,720 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-04-08T19:34:17,722 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,724 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,726 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,728 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-04-08T19:34:17,730 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-04-08T19:34:17,731 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-08T19:34:17,735 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-08T19:34:17,739 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-08T19:34:17,741 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-08T19:34:17,743 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-08T19:34:17,746 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-04-08T19:34:17,747 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-08T19:34:17,749 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-08T19:34:17,751 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-08T19:34:17,754 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-08T19:34:17,756 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-08T19:34:17,759 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-08T19:34:17,761 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-04-08T19:34:17,762 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-04-08T19:34:17,765 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-04-08T19:34:17,766 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-04-08T19:34:17,769 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-04-08T19:34:17,770 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-08T19:34:17,772 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-08T19:34:17,774 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-08T19:34:17,777 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-08T19:34:17,786 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,789 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,792 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,796 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-04-08T19:34:17,797 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-04-08T19:34:17,801 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-04-08T19:34:17,802 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 2026-04-08T19:34:17,804 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-04-08T19:34:17,808 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:17,809 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:17,813 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:17,815 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-04-08T19:34:17,818 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,819 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,822 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,825 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,828 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,831 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:17,833 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:17,835 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:17,838 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface/_openai_chat_wrapper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:17,840 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface/_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers/huggingface 2026-04-08T19:34:17,844 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,847 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,850 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,853 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,856 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,859 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,862 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,865 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,868 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,871 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,874 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-08T19:34:17,877 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-04-08T19:34:17,879 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-04-08T19:34:17,882 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-04-08T19:34:17,883 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-04-08T19:34:17,886 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-08T19:34:17,887 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 2026-04-08T19:34:17,889 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 2026-04-08T19:34:17,890 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 2026-04-08T19:34:17,892 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 2026-04-08T19:34:17,894 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 2026-04-08T19:34:17,896 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-04-08T19:34:17,898 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-04-08T19:34:17,899 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 2026-04-08T19:34:17,901 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 2026-04-08T19:34:17,903 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 2026-04-08T19:34:17,906 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-04-08T19:34:17,907 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-04-08T19:34:17,909 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-04-08T19:34:17,910 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,912 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,915 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,917 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,919 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,922 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,925 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,926 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,929 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,932 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-08T19:34:17,934 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-08T19:34:17,937 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-04-08T19:34:17,938 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-08T19:34:17,940 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-08T19:34:17,942 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-08T19:34:17,943 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-08T19:34:17,945 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-08T19:34:17,947 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-08T19:34:17,950 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-04-08T19:34:17,951 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-04-08T19:34:17,953 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-04-08T19:34:17,956 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-04-08T19:34:17,957 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-04-08T19:34:17,958 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,961 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,963 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,965 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,967 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,970 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,972 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,973 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-08T19:34:17,976 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-08T19:34:17,978 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-08T19:34:17,980 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-08T19:34:17,983 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-08T19:34:17,984 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-08T19:34:17,987 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-04-08T19:34:17,989 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:17,991 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:17,994 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:17,995 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:17,997 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:17,999 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:18,001 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:18,003 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:18,005 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:18,007 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-08T19:34:18,010 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,011 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,013 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,015 copying build/lib/snowflake/ml/jobs/_utils/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,017 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,019 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,021 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-08T19:34:18,023 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-04-08T19:34:18,024 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-08T19:34:18,027 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-08T19:34:18,029 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-08T19:34:18,032 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-08T19:34:18,034 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-08T19:34:18,037 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-04-08T19:34:18,039 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_logging 2026-04-08T19:34:18,040 copying build/lib/snowflake/ml/experiment/_logging/experiment_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-04-08T19:34:18,042 copying build/lib/snowflake/ml/experiment/_logging/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-04-08T19:34:18,043 copying build/lib/snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-04-08T19:34:18,045 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-08T19:34:18,048 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-08T19:34:18,050 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-08T19:34:18,052 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-04-08T19:34:18,053 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-04-08T19:34:18,055 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-04-08T19:34:18,057 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-04-08T19:34:18,059 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-08T19:34:18,061 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-04-08T19:34:18,062 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-04-08T19:34:18,065 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-04-08T19:34:18,067 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-04-08T19:34:18,068 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-08T19:34:18,070 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-08T19:34:18,071 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-08T19:34:18,073 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-08T19:34:18,076 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-04-08T19:34:18,077 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-08T19:34:18,079 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-08T19:34:18,081 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-08T19:34:18,083 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-08T19:34:18,085 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-08T19:34:18,088 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-04-08T19:34:18,090 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-04-08T19:34:18,091 copying build/lib/snowflake/ml/_internal/utils/tee.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,093 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,095 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,097 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,099 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,101 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,103 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,105 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,108 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,110 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,112 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,113 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,115 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,117 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,119 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,121 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,123 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,125 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,127 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-08T19:34:18,129 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,132 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,133 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,135 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,137 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,139 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,141 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,142 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,144 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,146 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,148 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-08T19:34:18,149 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,152 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,154 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,156 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,158 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-04-08T19:34:18,160 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-04-08T19:34:18,161 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,164 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:18,165 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:18,166 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:18,168 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:18,170 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-08T19:34:18,172 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,174 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,175 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-08T19:34:18,179 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-04-08T19:34:18,180 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-04-08T19:34:18,181 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-04-08T19:34:18,184 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-04-08T19:34:18,187 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-04-08T19:34:18,188 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-04-08T19:34:18,191 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-04-08T19:34:18,193 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:18,194 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:18,197 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:18,199 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-04-08T19:34:18,203 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-04-08T19:34:18,204 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-04-08T19:34:18,206 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-04-08T19:34:18,209 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-04-08T19:34:18,212 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-04-08T19:34:18,213 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,217 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,219 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,223 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,226 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,229 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,230 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,233 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,236 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,239 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,242 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,244 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,247 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,251 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-08T19:34:18,254 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:18,255 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:18,258 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:18,260 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-04-08T19:34:18,264 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-04-08T19:34:18,265 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,268 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,271 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,275 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,278 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,280 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,283 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-08T19:34:18,287 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,288 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,291 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,294 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,297 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,300 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,301 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-08T19:34:18,305 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-04-08T19:34:18,306 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-04-08T19:34:18,307 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-04-08T19:34:18,311 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-04-08T19:34:18,314 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-04-08T19:34:18,315 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,318 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,321 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,323 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,325 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,327 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,329 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-08T19:34:18,332 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-04-08T19:34:18,333 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-04-08T19:34:18,335 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-04-08T19:34:18,339 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-04-08T19:34:18,340 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-08T19:34:18,342 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-08T19:34:18,345 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-08T19:34:18,348 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-08T19:34:18,352 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-04-08T19:34:18,353 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-08T19:34:18,356 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-08T19:34:18,359 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-08T19:34:18,361 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-08T19:34:18,364 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-08T19:34:18,368 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,369 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,372 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,375 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,379 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,381 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,384 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-08T19:34:18,387 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,388 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,391 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,394 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,397 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,401 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,404 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,407 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,409 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,412 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,415 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,418 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,422 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,425 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,428 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,431 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,434 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,437 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-08T19:34:18,440 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-04-08T19:34:18,441 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-08T19:34:18,444 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-08T19:34:18,448 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-08T19:34:18,451 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-08T19:34:18,455 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-08T19:34:18,457 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-04-08T19:34:18,458 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-04-08T19:34:18,460 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-04-08T19:34:18,462 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-04-08T19:34:18,465 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-04-08T19:34:18,466 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-08T19:34:18,469 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-08T19:34:18,471 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-08T19:34:18,474 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-08T19:34:18,478 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,479 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,482 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,487 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,490 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,493 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,496 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,500 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,502 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,506 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,508 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,510 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,513 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-08T19:34:18,516 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-04-08T19:34:18,517 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-04-08T19:34:18,519 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-04-08T19:34:18,521 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-04-08T19:34:18,525 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,526 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,529 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,532 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,535 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,538 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,541 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,544 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,547 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,550 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,553 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,556 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,559 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,562 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,565 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,568 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,571 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,574 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,578 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,581 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,584 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,588 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,591 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,595 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,599 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,604 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,609 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,613 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,618 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,622 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,627 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,631 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,636 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,641 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,645 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,649 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,654 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-08T19:34:18,659 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,660 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,664 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,669 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,674 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,679 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,681 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,684 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,687 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,690 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,693 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-08T19:34:18,697 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-04-08T19:34:18,698 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-08T19:34:18,704 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-08T19:34:18,709 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-08T19:34:18,710 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-08T19:34:18,713 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-08T19:34:18,717 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-04-08T19:34:18,718 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-04-08T19:34:18,720 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-04-08T19:34:18,723 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-04-08T19:34:18,724 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-08T19:34:18,727 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-08T19:34:18,730 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-08T19:34:18,733 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-08T19:34:18,735 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-08T19:34:18,738 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-04-08T19:34:18,739 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-04-08T19:34:18,742 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-04-08T19:34:18,746 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-04-08T19:34:18,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:18,749 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:18,752 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:18,753 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-04-08T19:34:18,757 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-04-08T19:34:18,758 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,761 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,763 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,766 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,768 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,771 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,774 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,776 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,779 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-08T19:34:18,783 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-04-08T19:34:18,784 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-08T19:34:18,787 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:18,788 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:18,792 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 2026-04-08T19:34:18,794 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 2026-04-08T19:34:18,797 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:18,800 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-08T19:34:18,803 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-08T19:34:18,805 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-08T19:34:18,808 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-08T19:34:18,811 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-08T19:34:18,813 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-08T19:34:18,816 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-04-08T19:34:18,817 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-04-08T19:34:18,820 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-04-08T19:34:18,823 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,825 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,831 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,836 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,840 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,844 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,847 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,849 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,852 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,855 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-08T19:34:18,859 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,860 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,864 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,867 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,870 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,873 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,875 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,878 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,881 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,884 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,888 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,891 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-08T19:34:18,894 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-04-08T19:34:18,895 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,898 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,900 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,902 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,904 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,906 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,907 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,910 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,912 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,914 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,916 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,918 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-08T19:34:18,920 running install_egg_info 2026-04-08T19:34:18,925 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.34.0-py3.11.egg-info 2026-04-08T19:34:18,939 running install_scripts 2026-04-08T19:34:18,952 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.34.0.dist-info/WHEEL 2026-04-08T19:34:18,955 creating '/tmp/pip-wheel-p54askrl/.tmp-7lsll4ha/snowflake_ml_python-1.34.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-04-08T19:34:18,958 adding 'snowflake/cortex/__init__.py' 2026-04-08T19:34:18,960 adding 'snowflake/cortex/_classify_text.py' 2026-04-08T19:34:18,962 adding 'snowflake/cortex/_complete.py' 2026-04-08T19:34:18,964 adding 'snowflake/cortex/_embed_text_1024.py' 2026-04-08T19:34:18,965 adding 'snowflake/cortex/_embed_text_768.py' 2026-04-08T19:34:18,966 adding 'snowflake/cortex/_extract_answer.py' 2026-04-08T19:34:18,968 adding 'snowflake/cortex/_finetune.py' 2026-04-08T19:34:18,970 adding 'snowflake/cortex/_sentiment.py' 2026-04-08T19:34:18,971 adding 'snowflake/cortex/_sse_client.py' 2026-04-08T19:34:18,973 adding 'snowflake/cortex/_summarize.py' 2026-04-08T19:34:18,974 adding 'snowflake/cortex/_translate.py' 2026-04-08T19:34:18,975 adding 'snowflake/cortex/_util.py' 2026-04-08T19:34:18,977 adding 'snowflake/ml/version.py' 2026-04-08T19:34:18,979 adding 'snowflake/ml/_internal/env.py' 2026-04-08T19:34:18,983 adding 'snowflake/ml/_internal/env_utils.py' 2026-04-08T19:34:18,985 adding 'snowflake/ml/_internal/file_utils.py' 2026-04-08T19:34:18,987 adding 'snowflake/ml/_internal/init_utils.py' 2026-04-08T19:34:18,988 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-04-08T19:34:18,990 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-04-08T19:34:18,991 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-04-08T19:34:18,995 adding 'snowflake/ml/_internal/telemetry.py' 2026-04-08T19:34:18,996 adding 'snowflake/ml/_internal/type_utils.py' 2026-04-08T19:34:18,998 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-04-08T19:34:19,000 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-04-08T19:34:19,001 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-04-08T19:34:19,002 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-04-08T19:34:19,003 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-04-08T19:34:19,005 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-04-08T19:34:19,006 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-04-08T19:34:19,007 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-04-08T19:34:19,008 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-04-08T19:34:19,010 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-04-08T19:34:19,011 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-04-08T19:34:19,013 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-04-08T19:34:19,014 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-04-08T19:34:19,016 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-04-08T19:34:19,018 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-04-08T19:34:19,019 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-04-08T19:34:19,021 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-04-08T19:34:19,023 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-04-08T19:34:19,024 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-04-08T19:34:19,026 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-04-08T19:34:19,028 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-04-08T19:34:19,029 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-04-08T19:34:19,031 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-04-08T19:34:19,033 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-04-08T19:34:19,034 adding 'snowflake/ml/_internal/utils/result.py' 2026-04-08T19:34:19,036 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-04-08T19:34:19,037 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-04-08T19:34:19,039 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-04-08T19:34:19,040 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-04-08T19:34:19,042 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-04-08T19:34:19,043 adding 'snowflake/ml/_internal/utils/tee.py' 2026-04-08T19:34:19,044 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-04-08T19:34:19,045 adding 'snowflake/ml/_internal/utils/url.py' 2026-04-08T19:34:19,047 adding 'snowflake/ml/data/__init__.py' 2026-04-08T19:34:19,049 adding 'snowflake/ml/data/data_connector.py' 2026-04-08T19:34:19,051 adding 'snowflake/ml/data/data_ingestor.py' 2026-04-08T19:34:19,052 adding 'snowflake/ml/data/data_source.py' 2026-04-08T19:34:19,053 adding 'snowflake/ml/data/ingestor_utils.py' 2026-04-08T19:34:19,055 adding 'snowflake/ml/data/torch_utils.py' 2026-04-08T19:34:19,058 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-04-08T19:34:19,060 adding 'snowflake/ml/dataset/__init__.py' 2026-04-08T19:34:19,062 adding 'snowflake/ml/dataset/dataset.py' 2026-04-08T19:34:19,064 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-04-08T19:34:19,065 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-04-08T19:34:19,067 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-04-08T19:34:19,068 adding 'snowflake/ml/experiment/__init__.py' 2026-04-08T19:34:19,070 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-04-08T19:34:19,073 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-04-08T19:34:19,075 adding 'snowflake/ml/experiment/utils.py' 2026-04-08T19:34:19,076 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-04-08T19:34:19,078 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-04-08T19:34:19,080 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-04-08T19:34:19,081 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-04-08T19:34:19,082 adding 'snowflake/ml/experiment/_entities/run.py' 2026-04-08T19:34:19,083 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-04-08T19:34:19,085 adding 'snowflake/ml/experiment/_logging/__init__.py' 2026-04-08T19:34:19,086 adding 'snowflake/ml/experiment/_logging/experiment_logger.py' 2026-04-08T19:34:19,087 adding 'snowflake/ml/experiment/_logging/experiment_logging_context.py' 2026-04-08T19:34:19,089 adding 'snowflake/ml/experiment/callback/keras.py' 2026-04-08T19:34:19,091 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-04-08T19:34:19,092 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-04-08T19:34:19,094 adding 'snowflake/ml/feature_store/__init__.py' 2026-04-08T19:34:19,096 adding 'snowflake/ml/feature_store/access_manager.py' 2026-04-08T19:34:19,098 adding 'snowflake/ml/feature_store/aggregation.py' 2026-04-08T19:34:19,100 adding 'snowflake/ml/feature_store/entity.py' 2026-04-08T19:34:19,102 adding 'snowflake/ml/feature_store/feature.py' 2026-04-08T19:34:19,125 adding 'snowflake/ml/feature_store/feature_store.py' 2026-04-08T19:34:19,135 adding 'snowflake/ml/feature_store/feature_view.py' 2026-04-08T19:34:19,137 adding 'snowflake/ml/feature_store/interval_utils.py' 2026-04-08T19:34:19,139 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-04-08T19:34:19,141 adding 'snowflake/ml/feature_store/request_source.py' 2026-04-08T19:34:19,143 adding 'snowflake/ml/feature_store/stream_config.py' 2026-04-08T19:34:19,145 adding 'snowflake/ml/feature_store/stream_source.py' 2026-04-08T19:34:19,147 adding 'snowflake/ml/feature_store/streaming_registration.py' 2026-04-08T19:34:19,153 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-04-08T19:34:19,156 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-04-08T19:34:19,158 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-04-08T19:34:19,159 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-04-08T19:34:19,161 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-04-08T19:34:19,162 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-04-08T19:34:19,164 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-04-08T19:34:19,165 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-04-08T19:34:19,166 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-04-08T19:34:19,168 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-04-08T19:34:19,169 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-04-08T19:34:19,170 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-04-08T19:34:19,172 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-04-08T19:34:19,173 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-04-08T19:34:19,175 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-04-08T19:34:19,176 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-04-08T19:34:19,178 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-04-08T19:34:19,179 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-04-08T19:34:19,180 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-04-08T19:34:19,182 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-04-08T19:34:19,183 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-04-08T19:34:19,185 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-04-08T19:34:19,186 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-04-08T19:34:19,188 adding 'snowflake/ml/feature_store/spec/__init__.py' 2026-04-08T19:34:19,191 adding 'snowflake/ml/feature_store/spec/builder.py' 2026-04-08T19:34:19,192 adding 'snowflake/ml/feature_store/spec/enums.py' 2026-04-08T19:34:19,194 adding 'snowflake/ml/feature_store/spec/models.py' 2026-04-08T19:34:19,196 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-04-08T19:34:19,199 adding 'snowflake/ml/fileset/fileset.py' 2026-04-08T19:34:19,201 adding 'snowflake/ml/fileset/sfcfs.py' 2026-04-08T19:34:19,203 adding 'snowflake/ml/fileset/snowfs.py' 2026-04-08T19:34:19,205 adding 'snowflake/ml/fileset/stage_fs.py' 2026-04-08T19:34:19,207 adding 'snowflake/ml/jobs/__init__.py' 2026-04-08T19:34:19,209 adding 'snowflake/ml/jobs/decorators.py' 2026-04-08T19:34:19,212 adding 'snowflake/ml/jobs/job.py' 2026-04-08T19:34:19,215 adding 'snowflake/ml/jobs/job_definition.py' 2026-04-08T19:34:19,217 adding 'snowflake/ml/jobs/manager.py' 2026-04-08T19:34:19,219 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-04-08T19:34:19,220 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-04-08T19:34:19,222 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-04-08T19:34:19,224 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-04-08T19:34:19,226 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-04-08T19:34:19,229 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-04-08T19:34:19,230 adding 'snowflake/ml/jobs/_interop/results.py' 2026-04-08T19:34:19,232 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-04-08T19:34:19,233 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-04-08T19:34:19,235 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-04-08T19:34:19,236 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-04-08T19:34:19,238 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-04-08T19:34:19,241 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-04-08T19:34:19,243 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-04-08T19:34:19,244 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-04-08T19:34:19,245 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-04-08T19:34:19,247 adding 'snowflake/ml/jobs/_utils/type_utils.py' 2026-04-08T19:34:19,249 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-04-08T19:34:19,250 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-04-08T19:34:19,254 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-04-08T19:34:19,255 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-04-08T19:34:19,257 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-04-08T19:34:19,258 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-04-08T19:34:19,260 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-04-08T19:34:19,262 adding 'snowflake/ml/lineage/__init__.py' 2026-04-08T19:34:19,263 adding 'snowflake/ml/lineage/lineage_node.py' 2026-04-08T19:34:19,265 adding 'snowflake/ml/model/__init__.py' 2026-04-08T19:34:19,267 adding 'snowflake/ml/model/code_path.py' 2026-04-08T19:34:19,268 adding 'snowflake/ml/model/compute_pool.py' 2026-04-08T19:34:19,271 adding 'snowflake/ml/model/custom_model.py' 2026-04-08T19:34:19,272 adding 'snowflake/ml/model/event_handler.py' 2026-04-08T19:34:19,274 adding 'snowflake/ml/model/inference_engine.py' 2026-04-08T19:34:19,277 adding 'snowflake/ml/model/model_signature.py' 2026-04-08T19:34:19,279 adding 'snowflake/ml/model/openai_signatures.py' 2026-04-08T19:34:19,280 adding 'snowflake/ml/model/target_platform.py' 2026-04-08T19:34:19,281 adding 'snowflake/ml/model/task.py' 2026-04-08T19:34:19,283 adding 'snowflake/ml/model/type_hints.py' 2026-04-08T19:34:19,285 adding 'snowflake/ml/model/volatility.py' 2026-04-08T19:34:19,287 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-04-08T19:34:19,288 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-04-08T19:34:19,291 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-04-08T19:34:19,297 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-04-08T19:34:19,300 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-04-08T19:34:19,301 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-04-08T19:34:19,306 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-04-08T19:34:19,308 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-04-08T19:34:19,314 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-04-08T19:34:19,316 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-04-08T19:34:19,318 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-04-08T19:34:19,320 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-04-08T19:34:19,322 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-04-08T19:34:19,323 adding 'snowflake/ml/model/_client/sql/model.py' 2026-04-08T19:34:19,325 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-04-08T19:34:19,328 adding 'snowflake/ml/model/_client/sql/service.py' 2026-04-08T19:34:19,329 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-04-08T19:34:19,330 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-04-08T19:34:19,333 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-04-08T19:34:19,335 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-04-08T19:34:19,336 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-04-08T19:34:19,338 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-04-08T19:34:19,339 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-04-08T19:34:19,341 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-04-08T19:34:19,342 adding 'snowflake/ml/model/_model_composer/model_method/infer_function_init_once.py_template' 2026-04-08T19:34:19,344 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-04-08T19:34:19,345 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-04-08T19:34:19,347 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-04-08T19:34:19,348 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-04-08T19:34:19,350 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-04-08T19:34:19,352 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-04-08T19:34:19,354 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-04-08T19:34:19,357 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-04-08T19:34:19,360 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-04-08T19:34:19,362 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-04-08T19:34:19,364 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-04-08T19:34:19,366 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-04-08T19:34:19,368 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-04-08T19:34:19,370 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-04-08T19:34:19,372 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-04-08T19:34:19,375 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-04-08T19:34:19,377 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-04-08T19:34:19,380 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-04-08T19:34:19,382 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-04-08T19:34:19,385 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-04-08T19:34:19,387 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-04-08T19:34:19,388 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-04-08T19:34:19,390 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-04-08T19:34:19,392 adding 'snowflake/ml/model/_packager/model_handlers/huggingface/__init__.py' 2026-04-08T19:34:19,396 adding 'snowflake/ml/model/_packager/model_handlers/huggingface/_handler.py' 2026-04-08T19:34:19,398 adding 'snowflake/ml/model/_packager/model_handlers/huggingface/_openai_chat_wrapper.py' 2026-04-08T19:34:19,399 adding 'snowflake/ml/model/_packager/model_handlers/huggingface/_utils.py' 2026-04-08T19:34:19,401 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-04-08T19:34:19,402 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-04-08T19:34:19,403 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-04-08T19:34:19,404 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-04-08T19:34:19,406 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-04-08T19:34:19,407 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-04-08T19:34:19,410 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-04-08T19:34:19,411 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-04-08T19:34:19,413 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-04-08T19:34:19,414 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-04-08T19:34:19,416 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-04-08T19:34:19,417 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-04-08T19:34:19,419 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-04-08T19:34:19,421 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-04-08T19:34:19,423 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-04-08T19:34:19,425 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-04-08T19:34:19,429 adding 'snowflake/ml/model/_signatures/core.py' 2026-04-08T19:34:19,431 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-04-08T19:34:19,433 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-04-08T19:34:19,435 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-04-08T19:34:19,436 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-04-08T19:34:19,438 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-04-08T19:34:19,439 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-04-08T19:34:19,442 adding 'snowflake/ml/model/_signatures/utils.py' 2026-04-08T19:34:19,444 adding 'snowflake/ml/model/batch/__init__.py' 2026-04-08T19:34:19,446 adding 'snowflake/ml/model/models/huggingface.py' 2026-04-08T19:34:19,448 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-04-08T19:34:19,452 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-04-08T19:34:19,454 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-04-08T19:34:19,455 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-04-08T19:34:19,456 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-04-08T19:34:19,458 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-04-08T19:34:19,459 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-04-08T19:34:19,461 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-04-08T19:34:19,463 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-04-08T19:34:19,469 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-04-08T19:34:19,470 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-04-08T19:34:19,473 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-04-08T19:34:19,476 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-04-08T19:34:19,479 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-04-08T19:34:19,480 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-04-08T19:34:19,485 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-04-08T19:34:19,487 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-04-08T19:34:19,492 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-04-08T19:34:19,497 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-04-08T19:34:19,501 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-04-08T19:34:19,508 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-04-08T19:34:19,512 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-04-08T19:34:19,517 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-04-08T19:34:19,522 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-04-08T19:34:19,527 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-04-08T19:34:19,532 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-04-08T19:34:19,538 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-04-08T19:34:19,542 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-04-08T19:34:19,547 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-04-08T19:34:19,552 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-04-08T19:34:19,554 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-04-08T19:34:19,559 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-04-08T19:34:19,563 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-04-08T19:34:19,565 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-04-08T19:34:19,570 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-04-08T19:34:19,574 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-04-08T19:34:19,579 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-04-08T19:34:19,584 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-04-08T19:34:19,588 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-04-08T19:34:19,593 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-04-08T19:34:19,597 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-04-08T19:34:19,602 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-04-08T19:34:19,604 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-04-08T19:34:19,609 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-04-08T19:34:19,613 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-04-08T19:34:19,618 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-04-08T19:34:19,622 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-04-08T19:34:19,627 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-04-08T19:34:19,632 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-04-08T19:34:19,637 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-04-08T19:34:19,642 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-04-08T19:34:19,647 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-04-08T19:34:19,651 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-04-08T19:34:19,654 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-04-08T19:34:19,658 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-04-08T19:34:19,663 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-04-08T19:34:19,665 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-04-08T19:34:19,669 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-04-08T19:34:19,674 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-04-08T19:34:19,678 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-04-08T19:34:19,683 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-04-08T19:34:19,688 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-04-08T19:34:19,694 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-04-08T19:34:19,699 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-04-08T19:34:19,705 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-04-08T19:34:19,710 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-04-08T19:34:19,716 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-04-08T19:34:19,721 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-04-08T19:34:19,726 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-04-08T19:34:19,732 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-04-08T19:34:19,736 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-04-08T19:34:19,741 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-04-08T19:34:19,745 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-04-08T19:34:19,747 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-04-08T19:34:19,752 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-04-08T19:34:19,756 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-04-08T19:34:19,761 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-04-08T19:34:19,765 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-04-08T19:34:19,770 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-04-08T19:34:19,774 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-04-08T19:34:19,779 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-04-08T19:34:19,784 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-04-08T19:34:19,786 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-04-08T19:34:19,790 adding 'snowflake/ml/modeling/framework/base.py' 2026-04-08T19:34:19,792 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-04-08T19:34:19,796 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-04-08T19:34:19,801 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-04-08T19:34:19,803 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-04-08T19:34:19,808 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-04-08T19:34:19,813 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-04-08T19:34:19,817 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-04-08T19:34:19,820 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-04-08T19:34:19,822 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-04-08T19:34:19,826 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-04-08T19:34:19,831 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-04-08T19:34:19,835 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-04-08T19:34:19,840 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-04-08T19:34:19,845 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-04-08T19:34:19,846 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-04-08T19:34:19,851 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-04-08T19:34:19,853 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-04-08T19:34:19,857 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-04-08T19:34:19,861 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-04-08T19:34:19,864 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-04-08T19:34:19,868 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-04-08T19:34:19,873 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-04-08T19:34:19,878 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-04-08T19:34:19,883 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-04-08T19:34:19,888 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-04-08T19:34:19,892 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-04-08T19:34:19,897 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-04-08T19:34:19,902 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-04-08T19:34:19,907 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-04-08T19:34:19,911 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-04-08T19:34:19,916 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-04-08T19:34:19,921 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-04-08T19:34:19,926 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-04-08T19:34:19,931 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-04-08T19:34:19,936 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-04-08T19:34:19,941 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-04-08T19:34:19,946 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-04-08T19:34:19,951 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-04-08T19:34:19,956 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-04-08T19:34:19,961 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-04-08T19:34:19,966 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-04-08T19:34:19,971 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-04-08T19:34:19,976 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-04-08T19:34:19,981 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-04-08T19:34:19,985 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-04-08T19:34:19,991 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-04-08T19:34:19,996 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-04-08T19:34:20,001 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-04-08T19:34:20,006 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-04-08T19:34:20,011 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-04-08T19:34:20,016 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-04-08T19:34:20,021 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-04-08T19:34:20,027 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-04-08T19:34:20,031 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-04-08T19:34:20,036 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-04-08T19:34:20,039 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-04-08T19:34:20,043 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-04-08T19:34:20,048 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-04-08T19:34:20,053 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-04-08T19:34:20,058 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-04-08T19:34:20,060 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-04-08T19:34:20,067 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-04-08T19:34:20,069 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-04-08T19:34:20,070 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-04-08T19:34:20,073 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-04-08T19:34:20,075 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-04-08T19:34:20,077 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-04-08T19:34:20,079 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-04-08T19:34:20,084 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-04-08T19:34:20,089 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-04-08T19:34:20,091 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-04-08T19:34:20,095 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-04-08T19:34:20,099 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-04-08T19:34:20,101 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-04-08T19:34:20,105 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-04-08T19:34:20,109 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-04-08T19:34:20,114 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-04-08T19:34:20,116 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-04-08T19:34:20,120 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-04-08T19:34:20,125 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-04-08T19:34:20,129 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-04-08T19:34:20,133 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-04-08T19:34:20,138 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-04-08T19:34:20,140 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-04-08T19:34:20,145 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-04-08T19:34:20,150 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-04-08T19:34:20,154 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-04-08T19:34:20,159 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-04-08T19:34:20,164 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-04-08T19:34:20,168 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-04-08T19:34:20,173 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-04-08T19:34:20,178 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-04-08T19:34:20,183 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-04-08T19:34:20,185 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-04-08T19:34:20,189 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-04-08T19:34:20,195 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-04-08T19:34:20,200 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-04-08T19:34:20,202 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-04-08T19:34:20,203 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-04-08T19:34:20,204 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-04-08T19:34:20,206 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-04-08T19:34:20,210 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-04-08T19:34:20,212 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-04-08T19:34:20,214 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-04-08T19:34:20,216 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-04-08T19:34:20,218 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-04-08T19:34:20,220 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-04-08T19:34:20,222 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-04-08T19:34:20,224 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-04-08T19:34:20,232 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-04-08T19:34:20,236 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-04-08T19:34:20,240 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-04-08T19:34:20,243 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-04-08T19:34:20,245 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-04-08T19:34:20,246 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-04-08T19:34:20,251 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-04-08T19:34:20,255 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-04-08T19:34:20,257 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-04-08T19:34:20,262 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-04-08T19:34:20,267 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-04-08T19:34:20,272 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-04-08T19:34:20,277 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-04-08T19:34:20,282 adding 'snowflake/ml/modeling/svm/svc.py' 2026-04-08T19:34:20,286 adding 'snowflake/ml/modeling/svm/svr.py' 2026-04-08T19:34:20,288 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-04-08T19:34:20,293 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-04-08T19:34:20,299 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-04-08T19:34:20,304 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-04-08T19:34:20,309 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-04-08T19:34:20,311 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-04-08T19:34:20,316 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-04-08T19:34:20,322 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-04-08T19:34:20,329 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-04-08T19:34:20,335 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-04-08T19:34:20,338 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-04-08T19:34:20,339 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-04-08T19:34:20,341 adding 'snowflake/ml/monitoring/shap.py' 2026-04-08T19:34:20,343 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-04-08T19:34:20,345 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-04-08T19:34:20,346 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-04-08T19:34:20,349 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-04-08T19:34:20,350 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-04-08T19:34:20,352 adding 'snowflake/ml/registry/__init__.py' 2026-04-08T19:34:20,355 adding 'snowflake/ml/registry/registry.py' 2026-04-08T19:34:20,359 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-04-08T19:34:20,361 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-04-08T19:34:20,363 adding 'snowflake/ml/utils/authentication.py' 2026-04-08T19:34:20,365 adding 'snowflake/ml/utils/connection_params.py' 2026-04-08T19:34:20,367 adding 'snowflake/ml/utils/html_utils.py' 2026-04-08T19:34:20,368 adding 'snowflake/ml/utils/sparse.py' 2026-04-08T19:34:20,369 adding 'snowflake/ml/utils/sql_client.py' 2026-04-08T19:34:20,371 adding 'snowflake/ml/utils/stage_file.py' 2026-04-08T19:34:20,374 adding 'snowflake_ml_python-1.34.0.dist-info/licenses/LICENSE.txt' 2026-04-08T19:34:20,391 adding 'snowflake_ml_python-1.34.0.dist-info/METADATA' 2026-04-08T19:34:20,393 adding 'snowflake_ml_python-1.34.0.dist-info/WHEEL' 2026-04-08T19:34:20,394 adding 'snowflake_ml_python-1.34.0.dist-info/top_level.txt' 2026-04-08T19:34:20,402 adding 'snowflake_ml_python-1.34.0.dist-info/RECORD' 2026-04-08T19:34:20,434 removing build/bdist.linux-armv7l/wheel 2026-04-08T19:34:20,664 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-04-08T19:34:20,717 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.34.0-py3-none-any.whl size=2340801 sha256=36770a809a64b576c263512aac90b7d61bfe1beacd858f6a1fb361acb08dd5c4 2026-04-08T19:34:20,719 Stored in directory: /tmp/pip-ephem-wheel-cache-qf5w8q9w/wheels/2e/6a/8a/37e33ae94d397e54bc42e03d61a86b805d0d9c7824d1216c3c 2026-04-08T19:34:20,771 Successfully built snowflake-ml-python 2026-04-08T19:34:20,825 Removed build tracker: '/tmp/pip-build-tracker-u2pz3_98'