2025-10-06T23:34:44,985 Created temporary directory: /tmp/pip-ephem-wheel-cache-ni3qy7u9 2025-10-06T23:34:44,987 Created temporary directory: /tmp/pip-build-tracker-k8ilivpj 2025-10-06T23:34:44,987 Initialized build tracking at /tmp/pip-build-tracker-k8ilivpj 2025-10-06T23:34:44,988 Created build tracker: /tmp/pip-build-tracker-k8ilivpj 2025-10-06T23:34:44,988 Entered build tracker: /tmp/pip-build-tracker-k8ilivpj 2025-10-06T23:34:44,989 Created temporary directory: /tmp/pip-wheel-bbxfwhfd 2025-10-06T23:34:44,993 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-10-06T23:34:44,995 Created temporary directory: /tmp/pip-ephem-wheel-cache-p7w6gb7s 2025-10-06T23:34:45,017 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-10-06T23:34:45,021 2 location(s) to search for versions of snowflake-ml-python: 2025-10-06T23:34:45,021 * https://pypi.org/simple/snowflake-ml-python/ 2025-10-06T23:34:45,021 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-10-06T23:34:45,022 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-10-06T23:34:45,022 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-10-06T23:34:45,024 Found index url https://pypi.org/simple 2025-10-06T23:34:45,242 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-10-06T23:34:45,257 Skipping link: No binaries permitted for snowflake-ml-python: 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https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-06T23:34:45,597 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-06T23:34:45,597 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-06T23:34:45,598 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-06T23:34:45,599 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-06T23:34:45,599 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2025-10-06T23:34:45,600 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-06T23:34:45,600 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-06T23:34:45,601 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-06T23:34:45,601 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-06T23:34:45,602 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2025-10-06T23:34:45,602 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-06T23:34:45,603 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-06T23:34:45,603 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-06T23:34:45,604 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-06T23:34:45,604 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2025-10-06T23:34:45,605 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-10-06T23:34:45,606 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-10-06T23:34:45,628 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-10-06T23:34:45,646 Collecting snowflake-ml-python==1.16.0 2025-10-06T23:34:45,648 Created temporary directory: /tmp/pip-unpack-jf1x6nh6 2025-10-06T23:34:45,890 Downloading snowflake_ml_python-1.16.0.tar.gz (1.9 MB) 2025-10-06T23:34:47,463 Added snowflake-ml-python==1.16.0 from https://files.pythonhosted.org/packages/0f/52/a07fc11218f52cddb93de5a05bfd5048b9e7224b78d2e657322adf8968ea/snowflake_ml_python-1.16.0.tar.gz to build tracker '/tmp/pip-build-tracker-k8ilivpj' 2025-10-06T23:34:47,469 Created temporary directory: /tmp/pip-build-env-kqu02qg4 2025-10-06T23:34:47,474 Installing build dependencies: started 2025-10-06T23:34:47,475 Running command pip subprocess to install build dependencies 2025-10-06T23:34:48,622 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-10-06T23:34:49,235 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-10-06T23:34:49,258 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-10-06T23:34:50,986 Collecting setuptools>=61.0 2025-10-06T23:34:51,084 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-10-06T23:34:54,173 Installing collected packages: setuptools 2025-10-06T23:34:57,860 Successfully installed setuptools-80.9.0 2025-10-06T23:34:58,124 Installing build dependencies: finished with status 'done' 2025-10-06T23:34:58,130 Getting requirements to build wheel: started 2025-10-06T23:34:58,131 Running command Getting requirements to build wheel 2025-10-06T23:34:58,812 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-06T23:34:58,812 !! 2025-10-06T23:34:58,814 ******************************************************************************** 2025-10-06T23:34:58,814 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-10-06T23:34:58,816 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-06T23:34:58,816 or your builds will no longer be supported. 2025-10-06T23:34:58,817 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:34:58,818 ******************************************************************************** 2025-10-06T23:34:58,819 !! 2025-10-06T23:34:58,820 corresp(dist, value, root_dir) 2025-10-06T23:34:58,914 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-06T23:34:58,914 !! 2025-10-06T23:34:58,916 ******************************************************************************** 2025-10-06T23:34:58,916 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-06T23:34:58,917 License :: OSI Approved :: Apache Software License 2025-10-06T23:34:58,918 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:34:58,919 ******************************************************************************** 2025-10-06T23:34:58,920 !! 2025-10-06T23:34:58,920 dist._finalize_license_expression() 2025-10-06T23:34:58,933 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-06T23:34:58,934 !! 2025-10-06T23:34:58,935 ******************************************************************************** 2025-10-06T23:34:58,935 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-06T23:34:58,936 License :: OSI Approved :: Apache Software License 2025-10-06T23:34:58,937 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:34:58,938 ******************************************************************************** 2025-10-06T23:34:58,939 !! 2025-10-06T23:34:58,939 self._finalize_license_expression() 2025-10-06T23:34:58,942 running egg_info 2025-10-06T23:34:58,949 writing snowflake_ml_python.egg-info/PKG-INFO 2025-10-06T23:34:58,972 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-10-06T23:34:58,988 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-10-06T23:34:58,989 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-10-06T23:34:59,193 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:34:59,218 adding license file 'LICENSE.txt' 2025-10-06T23:34:59,247 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:34:59,346 Getting requirements to build wheel: finished with status 'done' 2025-10-06T23:34:59,350 Created temporary directory: /tmp/pip-modern-metadata-0lz1s295 2025-10-06T23:34:59,352 Preparing metadata (pyproject.toml): started 2025-10-06T23:34:59,353 Running command Preparing metadata (pyproject.toml) 2025-10-06T23:34:59,960 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-06T23:34:59,960 !! 2025-10-06T23:34:59,961 ******************************************************************************** 2025-10-06T23:34:59,962 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-10-06T23:34:59,963 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-06T23:34:59,964 or your builds will no longer be supported. 2025-10-06T23:34:59,965 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:34:59,966 ******************************************************************************** 2025-10-06T23:34:59,967 !! 2025-10-06T23:34:59,968 corresp(dist, value, root_dir) 2025-10-06T23:35:00,056 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-06T23:35:00,057 !! 2025-10-06T23:35:00,058 ******************************************************************************** 2025-10-06T23:35:00,059 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-06T23:35:00,060 License :: OSI Approved :: Apache Software License 2025-10-06T23:35:00,062 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:35:00,062 ******************************************************************************** 2025-10-06T23:35:00,064 !! 2025-10-06T23:35:00,065 dist._finalize_license_expression() 2025-10-06T23:35:00,076 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-06T23:35:00,076 !! 2025-10-06T23:35:00,078 ******************************************************************************** 2025-10-06T23:35:00,078 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-06T23:35:00,079 License :: OSI Approved :: Apache Software License 2025-10-06T23:35:00,080 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:35:00,080 ******************************************************************************** 2025-10-06T23:35:00,081 !! 2025-10-06T23:35:00,082 self._finalize_license_expression() 2025-10-06T23:35:00,083 running dist_info 2025-10-06T23:35:00,095 creating /tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info 2025-10-06T23:35:00,096 writing /tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/PKG-INFO 2025-10-06T23:35:00,120 writing dependency_links to /tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/dependency_links.txt 2025-10-06T23:35:00,136 writing requirements to /tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/requires.txt 2025-10-06T23:35:00,137 writing top-level names to /tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/top_level.txt 2025-10-06T23:35:00,139 writing manifest file '/tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:35:00,318 reading manifest file '/tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:35:00,320 adding license file 'LICENSE.txt' 2025-10-06T23:35:00,342 writing manifest file '/tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:35:00,344 creating '/tmp/pip-modern-metadata-0lz1s295/snowflake_ml_python-1.16.0.dist-info' 2025-10-06T23:35:00,472 Preparing metadata (pyproject.toml): finished with status 'done' 2025-10-06T23:35:00,485 Source in /tmp/pip-wheel-bbxfwhfd/snowflake-ml-python_9dad3757def44a65865c33791795619f has version 1.16.0, which satisfies requirement snowflake-ml-python==1.16.0 from https://files.pythonhosted.org/packages/0f/52/a07fc11218f52cddb93de5a05bfd5048b9e7224b78d2e657322adf8968ea/snowflake_ml_python-1.16.0.tar.gz 2025-10-06T23:35:00,486 Removed snowflake-ml-python==1.16.0 from https://files.pythonhosted.org/packages/0f/52/a07fc11218f52cddb93de5a05bfd5048b9e7224b78d2e657322adf8968ea/snowflake_ml_python-1.16.0.tar.gz from build tracker '/tmp/pip-build-tracker-k8ilivpj' 2025-10-06T23:35:00,508 Created temporary directory: /tmp/pip-unpack-rdc2ml52 2025-10-06T23:35:00,508 Building wheels for collected packages: snowflake-ml-python 2025-10-06T23:35:00,513 Created temporary directory: /tmp/pip-wheel-kclax6db 2025-10-06T23:35:00,514 Destination directory: /tmp/pip-wheel-kclax6db 2025-10-06T23:35:00,516 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-10-06T23:35:00,517 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-10-06T23:35:01,111 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-10-06T23:35:01,111 !! 2025-10-06T23:35:01,113 ******************************************************************************** 2025-10-06T23:35:01,114 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-10-06T23:35:01,115 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-10-06T23:35:01,115 or your builds will no longer be supported. 2025-10-06T23:35:01,116 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:35:01,117 ******************************************************************************** 2025-10-06T23:35:01,118 !! 2025-10-06T23:35:01,118 corresp(dist, value, root_dir) 2025-10-06T23:35:01,202 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-06T23:35:01,202 !! 2025-10-06T23:35:01,203 ******************************************************************************** 2025-10-06T23:35:01,204 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-06T23:35:01,205 License :: OSI Approved :: Apache Software License 2025-10-06T23:35:01,206 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:35:01,206 ******************************************************************************** 2025-10-06T23:35:01,207 !! 2025-10-06T23:35:01,208 dist._finalize_license_expression() 2025-10-06T23:35:01,221 /tmp/pip-build-env-kqu02qg4/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-10-06T23:35:01,221 !! 2025-10-06T23:35:01,222 ******************************************************************************** 2025-10-06T23:35:01,223 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-10-06T23:35:01,224 License :: OSI Approved :: Apache Software License 2025-10-06T23:35:01,225 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-10-06T23:35:01,226 ******************************************************************************** 2025-10-06T23:35:01,227 !! 2025-10-06T23:35:01,227 self._finalize_license_expression() 2025-10-06T23:35:01,228 running bdist_wheel 2025-10-06T23:35:01,243 running build 2025-10-06T23:35:01,244 running build_py 2025-10-06T23:35:01,251 creating build/lib/snowflake/cortex 2025-10-06T23:35:01,253 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,256 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,258 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,260 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,262 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,264 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,266 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,267 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,270 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,272 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,274 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,276 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-10-06T23:35:01,279 creating build/lib/snowflake/ml 2025-10-06T23:35:01,280 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-10-06T23:35:01,282 creating build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,283 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,285 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,288 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,289 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,292 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,295 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,296 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,298 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,301 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-10-06T23:35:01,303 creating build/lib/snowflake/ml/lineage 2025-10-06T23:35:01,304 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-10-06T23:35:01,307 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-10-06T23:35:01,309 creating build/lib/snowflake/ml/registry 2025-10-06T23:35:01,309 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-10-06T23:35:01,312 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-10-06T23:35:01,315 creating build/lib/snowflake/ml/jobs 2025-10-06T23:35:01,315 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-10-06T23:35:01,318 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-10-06T23:35:01,320 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-10-06T23:35:01,323 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-10-06T23:35:01,325 creating build/lib/snowflake/ml/utils 2025-10-06T23:35:01,326 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-10-06T23:35:01,328 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-10-06T23:35:01,330 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-10-06T23:35:01,332 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-10-06T23:35:01,334 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-10-06T23:35:01,336 creating build/lib/snowflake/ml/monitoring 2025-10-06T23:35:01,337 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-10-06T23:35:01,340 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-10-06T23:35:01,342 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-10-06T23:35:01,344 creating build/lib/snowflake/ml/experiment 2025-10-06T23:35:01,346 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-10-06T23:35:01,348 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-10-06T23:35:01,350 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-10-06T23:35:01,352 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-10-06T23:35:01,355 creating build/lib/snowflake/ml/model 2025-10-06T23:35:01,356 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,358 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,360 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,362 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,365 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,367 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,369 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,370 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,372 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,375 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-10-06T23:35:01,377 creating build/lib/snowflake/ml/dataset 2025-10-06T23:35:01,378 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-10-06T23:35:01,380 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-10-06T23:35:01,382 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-10-06T23:35:01,384 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-10-06T23:35:01,386 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-10-06T23:35:01,388 creating build/lib/snowflake/ml/fileset 2025-10-06T23:35:01,389 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-10-06T23:35:01,392 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-10-06T23:35:01,394 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-10-06T23:35:01,397 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-10-06T23:35:01,399 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-10-06T23:35:01,402 creating build/lib/snowflake/ml/data 2025-10-06T23:35:01,403 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-10-06T23:35:01,405 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-10-06T23:35:01,407 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-10-06T23:35:01,409 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-10-06T23:35:01,411 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-10-06T23:35:01,413 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-10-06T23:35:01,416 creating build/lib/snowflake/ml/feature_store 2025-10-06T23:35:01,417 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-10-06T23:35:01,420 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-10-06T23:35:01,422 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-10-06T23:35:01,427 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-10-06T23:35:01,429 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-10-06T23:35:01,431 creating build/lib/snowflake/ml/_internal/lineage 2025-10-06T23:35:01,432 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-10-06T23:35:01,435 creating build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,436 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,438 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,441 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,443 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,445 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,448 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,450 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,452 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,454 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,456 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,458 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,460 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,462 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,465 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,467 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,469 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,471 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-10-06T23:35:01,473 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:01,474 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:01,476 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:01,479 creating build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,480 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,482 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,483 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,486 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,487 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,489 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,491 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,493 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,495 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-10-06T23:35:01,497 creating build/lib/snowflake/ml/registry/_manager 2025-10-06T23:35:01,498 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-10-06T23:35:01,500 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-10-06T23:35:01,503 creating build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,505 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,507 copying snowflake/ml/jobs/_utils/interop_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,510 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,512 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,514 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,516 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,519 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,521 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,523 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,525 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,527 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-10-06T23:35:01,529 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:01,530 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:01,533 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:01,535 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:01,537 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:01,539 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:01,564 creating build/lib/snowflake/ml/monitoring/_client 2025-10-06T23:35:01,565 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-10-06T23:35:01,568 creating build/lib/snowflake/ml/monitoring/_manager 2025-10-06T23:35:01,569 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-10-06T23:35:01,572 creating build/lib/snowflake/ml/monitoring/entities 2025-10-06T23:35:01,573 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-10-06T23:35:01,576 creating build/lib/snowflake/ml/experiment/_client 2025-10-06T23:35:01,577 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-10-06T23:35:01,579 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-10-06T23:35:01,581 creating build/lib/snowflake/ml/experiment/_entities 2025-10-06T23:35:01,582 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-06T23:35:01,584 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-06T23:35:01,586 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-06T23:35:01,588 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-10-06T23:35:01,590 creating build/lib/snowflake/ml/experiment/callback 2025-10-06T23:35:01,591 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-10-06T23:35:01,593 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-10-06T23:35:01,595 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-10-06T23:35:01,597 creating build/lib/snowflake/ml/model/_model_composer 2025-10-06T23:35:01,598 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-10-06T23:35:01,602 creating build/lib/snowflake/ml/model/_packager 2025-10-06T23:35:01,603 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-10-06T23:35:01,605 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-10-06T23:35:01,608 creating build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,609 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,611 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,613 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,615 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,617 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,620 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,622 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,625 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,626 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,629 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-10-06T23:35:01,632 creating build/lib/snowflake/ml/model/models 2025-10-06T23:35:01,632 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-10-06T23:35:01,636 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-10-06T23:35:01,636 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-10-06T23:35:01,639 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:01,640 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:01,642 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:01,644 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:01,646 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-06T23:35:01,647 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-06T23:35:01,650 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-10-06T23:35:01,652 creating build/lib/snowflake/ml/model/_client/service 2025-10-06T23:35:01,654 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-10-06T23:35:01,656 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-10-06T23:35:01,659 creating build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,660 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,662 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,664 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,667 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,669 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,671 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-10-06T23:35:01,673 creating build/lib/snowflake/ml/model/_client/model 2025-10-06T23:35:01,674 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-10-06T23:35:01,676 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-10-06T23:35:01,680 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2025-10-06T23:35:01,681 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-10-06T23:35:01,685 creating build/lib/snowflake/ml/model/_client/ops 2025-10-06T23:35:01,686 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-06T23:35:01,689 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-06T23:35:01,692 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-10-06T23:35:01,696 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,697 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,700 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,703 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,705 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,708 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,711 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,713 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,715 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,718 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,720 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,722 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,724 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,727 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,729 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,731 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:01,734 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:01,735 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:01,738 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:01,739 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:01,741 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:01,743 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:01,745 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:01,746 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:01,749 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:01,751 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:01,753 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-06T23:35:01,754 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-06T23:35:01,756 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-10-06T23:35:01,759 creating build/lib/snowflake/ml/model/_packager/model_task 2025-10-06T23:35:01,760 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-10-06T23:35:01,762 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:01,763 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:01,765 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:01,767 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:01,769 creating build/lib/snowflake/ml/model/_packager/model_env 2025-10-06T23:35:01,770 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-10-06T23:35:01,773 creating build/lib/snowflake/ml/data/_internal 2025-10-06T23:35:01,775 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-10-06T23:35:01,777 creating build/lib/snowflake/ml/modeling/neural_network 2025-10-06T23:35:01,779 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-06T23:35:01,783 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-06T23:35:01,785 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-06T23:35:01,788 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-10-06T23:35:01,792 creating build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,793 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,796 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,798 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,800 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,803 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,805 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,808 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,810 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,812 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,816 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,819 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,821 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:01,824 creating build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,825 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,827 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,830 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,833 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,836 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,838 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-10-06T23:35:01,841 creating build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,842 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,846 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,849 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,853 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,858 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,860 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,862 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-10-06T23:35:01,866 creating build/lib/snowflake/ml/modeling/pipeline 2025-10-06T23:35:01,867 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-10-06T23:35:01,870 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-10-06T23:35:01,872 creating build/lib/snowflake/ml/modeling/parameters 2025-10-06T23:35:01,873 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-06T23:35:01,875 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-06T23:35:01,877 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-10-06T23:35:01,880 creating build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,881 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,885 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,889 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,893 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,896 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,900 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,903 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,906 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,910 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,914 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,917 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,920 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,923 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,926 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,930 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,933 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,936 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,940 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,943 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,947 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,950 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,955 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,958 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,961 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,963 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,966 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,969 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,972 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,976 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,979 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,983 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,988 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,991 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,995 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:01,998 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:02,002 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-10-06T23:35:02,006 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,007 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,010 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,014 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,018 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,021 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,023 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:02,027 creating build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,027 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,030 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,032 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,035 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,037 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,039 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,042 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-10-06T23:35:02,045 creating build/lib/snowflake/ml/modeling/model_selection 2025-10-06T23:35:02,046 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-06T23:35:02,049 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-06T23:35:02,051 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-10-06T23:35:02,054 creating build/lib/snowflake/ml/modeling/multiclass 2025-10-06T23:35:02,055 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-06T23:35:02,058 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-06T23:35:02,061 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-06T23:35:02,064 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-10-06T23:35:02,066 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,068 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,071 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,074 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,076 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,081 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,084 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:02,088 creating build/lib/snowflake/ml/modeling/tree 2025-10-06T23:35:02,089 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-10-06T23:35:02,094 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-10-06T23:35:02,097 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-10-06T23:35:02,100 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-10-06T23:35:02,103 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-10-06T23:35:02,105 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-06T23:35:02,107 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-06T23:35:02,109 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-10-06T23:35:02,113 creating build/lib/snowflake/ml/modeling/framework 2025-10-06T23:35:02,114 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-10-06T23:35:02,117 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-10-06T23:35:02,121 creating build/lib/snowflake/ml/modeling/calibration 2025-10-06T23:35:02,122 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-10-06T23:35:02,126 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-10-06T23:35:02,128 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:02,129 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:02,132 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:02,135 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:02,137 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:02,138 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:02,141 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:02,144 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:02,146 creating build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,147 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,150 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,153 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,157 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,159 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,164 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,167 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,168 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,171 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,176 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,180 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,184 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,188 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,192 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-10-06T23:35:02,197 creating build/lib/snowflake/ml/modeling/mixture 2025-10-06T23:35:02,198 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-06T23:35:02,203 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-06T23:35:02,205 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-10-06T23:35:02,210 creating build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,211 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,216 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,221 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,223 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,229 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,233 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,237 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,241 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,244 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-10-06T23:35:02,249 creating build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,250 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,256 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,260 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,263 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,268 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,271 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,276 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,281 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,287 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,292 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-10-06T23:35:02,297 creating build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,299 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,303 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,308 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,312 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,316 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,320 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,324 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,328 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,332 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,336 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,341 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,346 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,349 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,354 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,359 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,365 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,370 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-10-06T23:35:02,374 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:02,375 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:02,377 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:02,381 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:02,384 creating build/lib/snowflake/ml/modeling/lightgbm 2025-10-06T23:35:02,385 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-06T23:35:02,388 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-06T23:35:02,390 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-10-06T23:35:02,396 creating build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,397 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,400 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,404 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,407 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,411 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,414 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,418 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,421 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,426 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,427 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,431 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-10-06T23:35:02,435 creating build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,436 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,439 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,443 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,447 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,450 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,452 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,455 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,458 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,461 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:02,466 creating build/lib/snowflake/ml/modeling/impute 2025-10-06T23:35:02,467 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-06T23:35:02,470 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-10-06T23:35:02,472 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-06T23:35:02,475 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-10-06T23:35:02,478 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-10-06T23:35:02,482 creating build/lib/snowflake/ml/modeling/manifold 2025-10-06T23:35:02,483 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-06T23:35:02,487 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-06T23:35:02,488 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-06T23:35:02,492 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-06T23:35:02,496 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-10-06T23:35:02,501 creating build/lib/snowflake/ml/modeling/xgboost 2025-10-06T23:35:02,502 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-06T23:35:02,506 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-06T23:35:02,510 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-06T23:35:02,512 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-06T23:35:02,515 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-10-06T23:35:02,519 creating build/lib/snowflake/ml/modeling/compose 2025-10-06T23:35:02,520 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-10-06T23:35:02,525 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-10-06T23:35:02,527 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-10-06T23:35:02,530 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:02,532 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:02,535 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:02,538 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:02,541 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:02,544 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:02,546 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-06T23:35:02,547 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-06T23:35:02,550 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-10-06T23:35:02,552 creating build/lib/snowflake/ml/feature_store/examples 2025-10-06T23:35:02,553 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-10-06T23:35:02,556 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-06T23:35:02,557 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-06T23:35:02,559 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-06T23:35:02,560 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-06T23:35:02,563 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-06T23:35:02,564 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-06T23:35:02,566 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-06T23:35:02,567 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-06T23:35:02,570 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-06T23:35:02,571 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-06T23:35:02,573 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-06T23:35:02,575 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-06T23:35:02,576 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-06T23:35:02,578 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-10-06T23:35:02,581 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-06T23:35:02,582 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-06T23:35:02,584 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-06T23:35:02,586 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-06T23:35:02,587 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-06T23:35:02,589 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-06T23:35:02,592 running egg_info 2025-10-06T23:35:02,603 writing snowflake_ml_python.egg-info/PKG-INFO 2025-10-06T23:35:02,626 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-10-06T23:35:02,640 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-10-06T23:35:02,641 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-10-06T23:35:02,794 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:35:02,818 adding license file 'LICENSE.txt' 2025-10-06T23:35:02,846 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-10-06T23:35:02,981 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:02,983 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:02,997 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-10-06T23:35:02,998 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-10-06T23:35:03,000 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-10-06T23:35:03,012 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,014 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,016 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,122 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-06T23:35:03,125 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-10-06T23:35:03,128 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:03,129 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:03,131 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:03,133 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:03,135 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:03,137 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:03,139 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-06T23:35:03,142 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-06T23:35:03,197 installing to build/bdist.linux-armv7l/wheel 2025-10-06T23:35:03,198 running install 2025-10-06T23:35:03,221 running install_lib 2025-10-06T23:35:03,228 creating build/bdist.linux-armv7l/wheel 2025-10-06T23:35:03,230 creating build/bdist.linux-armv7l/wheel/snowflake 2025-10-06T23:35:03,232 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-10-06T23:35:03,233 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,235 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,237 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,240 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,242 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,243 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,245 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,247 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,249 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,251 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,252 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,254 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-10-06T23:35:03,257 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-10-06T23:35:03,259 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-10-06T23:35:03,260 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,262 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,265 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-10-06T23:35:03,266 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-10-06T23:35:03,268 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,270 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-10-06T23:35:03,271 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,273 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,276 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,278 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,280 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,282 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,284 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,286 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,289 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,291 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,293 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,295 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,297 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,300 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,302 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,304 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,306 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-10-06T23:35:03,308 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,311 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,313 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,315 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:03,316 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:03,318 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:03,320 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:03,322 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-10-06T23:35:03,324 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,325 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,327 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,329 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,331 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,333 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,335 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,336 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,338 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,340 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-10-06T23:35:03,342 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,344 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,346 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-10-06T23:35:03,349 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-10-06T23:35:03,350 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-10-06T23:35:03,352 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-10-06T23:35:03,354 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-10-06T23:35:03,356 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-10-06T23:35:03,358 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-10-06T23:35:03,361 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-10-06T23:35:03,362 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-10-06T23:35:03,364 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-10-06T23:35:03,367 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-10-06T23:35:03,368 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-06T23:35:03,371 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-06T23:35:03,373 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-10-06T23:35:03,375 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:03,376 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:03,379 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:03,380 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:03,383 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:03,385 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-10-06T23:35:03,387 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,389 copying build/lib/snowflake/ml/jobs/_utils/interop_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,392 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,394 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,396 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,398 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,401 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,403 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,405 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,406 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,408 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-10-06T23:35:03,410 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-06T23:35:03,413 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-10-06T23:35:03,415 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-10-06T23:35:03,416 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-06T23:35:03,418 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-06T23:35:03,420 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-06T23:35:03,422 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-06T23:35:03,424 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-10-06T23:35:03,426 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-10-06T23:35:03,427 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-06T23:35:03,430 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-10-06T23:35:03,432 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-10-06T23:35:03,435 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-10-06T23:35:03,436 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-10-06T23:35:03,438 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-10-06T23:35:03,439 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-06T23:35:03,442 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-10-06T23:35:03,444 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-10-06T23:35:03,445 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-10-06T23:35:03,448 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-10-06T23:35:03,449 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-10-06T23:35:03,451 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-10-06T23:35:03,452 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-06T23:35:03,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-10-06T23:35:03,457 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-10-06T23:35:03,459 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-10-06T23:35:03,461 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-06T23:35:03,463 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-06T23:35:03,465 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-10-06T23:35:03,466 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-06T23:35:03,468 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-06T23:35:03,470 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-06T23:35:03,472 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-10-06T23:35:03,474 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-10-06T23:35:03,476 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-10-06T23:35:03,477 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-06T23:35:03,479 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-06T23:35:03,481 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-10-06T23:35:03,483 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-10-06T23:35:03,485 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-10-06T23:35:03,486 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,488 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,491 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-10-06T23:35:03,492 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-10-06T23:35:03,493 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2025-10-06T23:35:03,496 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,497 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,499 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,501 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,503 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,505 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,507 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-10-06T23:35:03,509 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-10-06T23:35:03,511 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-10-06T23:35:03,512 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2025-10-06T23:35:03,515 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2025-10-06T23:35:03,518 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-10-06T23:35:03,519 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-10-06T23:35:03,520 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-10-06T23:35:03,523 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-10-06T23:35:03,526 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-10-06T23:35:03,527 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-06T23:35:03,529 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-06T23:35:03,531 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-06T23:35:03,533 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-06T23:35:03,535 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-06T23:35:03,537 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-10-06T23:35:03,539 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-10-06T23:35:03,540 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-06T23:35:03,542 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-06T23:35:03,545 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-06T23:35:03,547 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-10-06T23:35:03,550 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-10-06T23:35:03,551 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-06T23:35:03,555 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-06T23:35:03,558 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-10-06T23:35:03,560 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,562 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,565 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,567 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,569 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,571 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-10-06T23:35:03,573 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,574 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,577 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,579 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,581 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,584 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,587 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,589 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,592 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,594 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,596 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,598 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,600 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,603 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,605 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,607 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-10-06T23:35:03,610 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:03,611 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:03,613 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:03,615 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:03,617 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:03,619 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2025-10-06T23:35:03,621 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:03,622 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:03,625 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:03,627 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-10-06T23:35:03,629 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-10-06T23:35:03,631 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-10-06T23:35:03,634 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-10-06T23:35:03,635 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-10-06T23:35:03,637 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-10-06T23:35:03,639 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-10-06T23:35:03,640 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-10-06T23:35:03,643 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:03,644 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:03,646 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:03,648 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2025-10-06T23:35:03,650 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-10-06T23:35:03,651 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-10-06T23:35:03,654 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,656 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-10-06T23:35:03,657 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,659 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,662 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,663 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,666 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,668 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,670 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,673 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,675 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,677 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-10-06T23:35:03,680 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,682 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-10-06T23:35:03,684 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-10-06T23:35:03,685 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-10-06T23:35:03,689 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-10-06T23:35:03,690 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-06T23:35:03,692 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-06T23:35:03,694 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-06T23:35:03,696 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-06T23:35:03,698 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-10-06T23:35:03,701 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-10-06T23:35:03,702 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-06T23:35:03,704 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-06T23:35:03,707 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-06T23:35:03,709 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-06T23:35:03,712 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-10-06T23:35:03,715 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-10-06T23:35:03,716 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-10-06T23:35:03,717 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-10-06T23:35:03,720 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-06T23:35:03,722 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-06T23:35:03,724 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-06T23:35:03,726 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-06T23:35:03,728 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-06T23:35:03,730 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-10-06T23:35:03,733 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-10-06T23:35:03,734 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-10-06T23:35:03,736 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-06T23:35:03,739 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-06T23:35:03,741 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-06T23:35:03,744 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-10-06T23:35:03,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,749 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,751 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,754 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,756 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,759 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,761 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,764 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,766 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,768 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,772 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,775 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,778 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-10-06T23:35:03,780 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-10-06T23:35:03,782 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:03,783 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:03,787 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:03,790 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:03,793 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:03,796 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-10-06T23:35:03,799 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-06T23:35:03,802 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-10-06T23:35:03,803 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-10-06T23:35:03,806 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-10-06T23:35:03,809 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-06T23:35:03,812 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-06T23:35:03,814 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-06T23:35:03,817 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-06T23:35:03,820 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-10-06T23:35:03,823 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-10-06T23:35:03,825 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,829 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,833 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,837 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,842 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,845 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,849 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-10-06T23:35:03,854 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-10-06T23:35:03,855 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-10-06T23:35:03,859 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-10-06T23:35:03,862 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-10-06T23:35:03,863 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-06T23:35:03,865 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-06T23:35:03,867 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-10-06T23:35:03,871 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,872 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,876 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,880 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,885 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,888 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,891 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,895 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,898 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,902 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,905 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,908 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,912 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,915 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,918 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,922 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,925 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,928 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,931 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,934 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,938 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,940 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,944 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,947 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,950 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,952 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,955 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,958 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,961 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,964 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,967 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,970 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,974 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,977 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,980 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,983 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,986 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-10-06T23:35:03,990 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:03,991 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:03,994 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:03,997 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:04,000 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:04,003 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:04,005 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-10-06T23:35:04,008 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-10-06T23:35:04,010 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,012 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,014 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,017 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,019 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,021 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,025 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-10-06T23:35:04,028 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-10-06T23:35:04,029 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-06T23:35:04,032 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-06T23:35:04,035 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-10-06T23:35:04,038 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-10-06T23:35:04,039 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-06T23:35:04,042 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-06T23:35:04,045 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-06T23:35:04,048 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-10-06T23:35:04,050 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,051 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,054 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,057 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,059 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,062 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,065 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-10-06T23:35:04,069 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-10-06T23:35:04,070 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-06T23:35:04,074 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-06T23:35:04,077 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-06T23:35:04,080 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-06T23:35:04,083 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-10-06T23:35:04,085 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-10-06T23:35:04,086 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-10-06T23:35:04,088 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-10-06T23:35:04,092 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-10-06T23:35:04,093 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-10-06T23:35:04,096 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-10-06T23:35:04,099 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-10-06T23:35:04,100 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-10-06T23:35:04,104 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-10-06T23:35:04,106 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:04,108 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:04,111 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:04,114 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-10-06T23:35:04,117 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:04,118 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:04,121 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:04,124 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-10-06T23:35:04,126 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-10-06T23:35:04,127 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,131 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,134 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,137 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,140 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,143 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,146 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,148 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,152 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,155 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,158 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,161 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,164 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,168 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-10-06T23:35:04,172 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-10-06T23:35:04,173 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-06T23:35:04,176 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-06T23:35:04,178 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-10-06T23:35:04,182 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-10-06T23:35:04,184 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,187 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,190 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,192 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,195 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,198 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,202 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,205 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,208 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-10-06T23:35:04,212 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,213 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,216 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,220 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,223 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,227 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,228 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,231 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,234 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,238 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,241 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-10-06T23:35:04,245 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,246 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,249 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,252 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,255 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,258 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,263 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,266 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,269 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,272 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,276 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,279 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,282 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,284 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,288 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,291 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,294 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,298 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-10-06T23:35:04,302 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:04,303 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:04,305 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:04,308 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-10-06T23:35:04,312 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-10-06T23:35:04,313 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-06T23:35:04,317 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-06T23:35:04,319 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-10-06T23:35:04,323 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,324 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,327 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,330 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,333 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,336 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,339 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,342 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,345 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,349 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,350 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,353 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-10-06T23:35:04,357 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,358 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,362 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,365 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,368 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,371 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,373 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,376 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,379 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,382 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-10-06T23:35:04,386 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-10-06T23:35:04,387 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-06T23:35:04,390 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-06T23:35:04,391 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-06T23:35:04,395 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-06T23:35:04,398 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-10-06T23:35:04,401 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-10-06T23:35:04,402 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-06T23:35:04,405 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-06T23:35:04,407 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-06T23:35:04,410 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-06T23:35:04,413 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-10-06T23:35:04,416 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-10-06T23:35:04,417 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-06T23:35:04,421 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-06T23:35:04,424 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-06T23:35:04,426 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-06T23:35:04,429 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-10-06T23:35:04,432 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-10-06T23:35:04,433 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-06T23:35:04,436 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-06T23:35:04,438 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-10-06T23:35:04,441 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-10-06T23:35:04,443 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-10-06T23:35:04,444 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-06T23:35:04,446 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-06T23:35:04,447 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-06T23:35:04,449 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-10-06T23:35:04,451 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-06T23:35:04,453 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2025-10-06T23:35:04,455 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-10-06T23:35:04,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-10-06T23:35:04,458 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2025-10-06T23:35:04,459 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2025-10-06T23:35:04,461 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-10-06T23:35:04,463 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-10-06T23:35:04,465 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:04,466 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:04,468 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:04,470 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:04,472 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:04,473 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-10-06T23:35:04,476 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-06T23:35:04,477 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-06T23:35:04,478 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-06T23:35:04,480 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-10-06T23:35:04,482 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-06T23:35:04,484 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2025-10-06T23:35:04,486 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-10-06T23:35:04,488 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-06T23:35:04,489 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-06T23:35:04,491 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2025-10-06T23:35:04,493 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2025-10-06T23:35:04,495 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2025-10-06T23:35:04,497 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-10-06T23:35:04,499 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-06T23:35:04,502 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-06T23:35:04,504 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-06T23:35:04,509 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-06T23:35:04,511 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-10-06T23:35:04,513 running install_egg_info 2025-10-06T23:35:04,519 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.16.0-py3.11.egg-info 2025-10-06T23:35:04,530 running install_scripts 2025-10-06T23:35:04,543 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.16.0.dist-info/WHEEL 2025-10-06T23:35:04,545 creating '/tmp/pip-wheel-kclax6db/.tmp-sgf7j1hm/snowflake_ml_python-1.16.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-10-06T23:35:04,547 adding 'snowflake/cortex/__init__.py' 2025-10-06T23:35:04,549 adding 'snowflake/cortex/_classify_text.py' 2025-10-06T23:35:04,551 adding 'snowflake/cortex/_complete.py' 2025-10-06T23:35:04,553 adding 'snowflake/cortex/_embed_text_1024.py' 2025-10-06T23:35:04,554 adding 'snowflake/cortex/_embed_text_768.py' 2025-10-06T23:35:04,556 adding 'snowflake/cortex/_extract_answer.py' 2025-10-06T23:35:04,557 adding 'snowflake/cortex/_finetune.py' 2025-10-06T23:35:04,559 adding 'snowflake/cortex/_sentiment.py' 2025-10-06T23:35:04,560 adding 'snowflake/cortex/_sse_client.py' 2025-10-06T23:35:04,562 adding 'snowflake/cortex/_summarize.py' 2025-10-06T23:35:04,563 adding 'snowflake/cortex/_translate.py' 2025-10-06T23:35:04,564 adding 'snowflake/cortex/_util.py' 2025-10-06T23:35:04,566 adding 'snowflake/ml/version.py' 2025-10-06T23:35:04,568 adding 'snowflake/ml/_internal/env.py' 2025-10-06T23:35:04,571 adding 'snowflake/ml/_internal/env_utils.py' 2025-10-06T23:35:04,574 adding 'snowflake/ml/_internal/file_utils.py' 2025-10-06T23:35:04,575 adding 'snowflake/ml/_internal/init_utils.py' 2025-10-06T23:35:04,577 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-10-06T23:35:04,578 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-10-06T23:35:04,579 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-10-06T23:35:04,583 adding 'snowflake/ml/_internal/telemetry.py' 2025-10-06T23:35:04,585 adding 'snowflake/ml/_internal/type_utils.py' 2025-10-06T23:35:04,586 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-10-06T23:35:04,587 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-10-06T23:35:04,589 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-10-06T23:35:04,590 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-10-06T23:35:04,591 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-10-06T23:35:04,592 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-10-06T23:35:04,594 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-10-06T23:35:04,595 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-10-06T23:35:04,596 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-10-06T23:35:04,598 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-10-06T23:35:04,599 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-10-06T23:35:04,600 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-10-06T23:35:04,602 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-10-06T23:35:04,604 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-10-06T23:35:04,606 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-10-06T23:35:04,608 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-10-06T23:35:04,609 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-10-06T23:35:04,611 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-10-06T23:35:04,612 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-10-06T23:35:04,614 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-10-06T23:35:04,615 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-10-06T23:35:04,617 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-10-06T23:35:04,618 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-10-06T23:35:04,620 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-10-06T23:35:04,621 adding 'snowflake/ml/_internal/utils/result.py' 2025-10-06T23:35:04,623 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-10-06T23:35:04,624 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-10-06T23:35:04,626 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-10-06T23:35:04,627 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-10-06T23:35:04,629 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-10-06T23:35:04,630 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-10-06T23:35:04,632 adding 'snowflake/ml/data/__init__.py' 2025-10-06T23:35:04,633 adding 'snowflake/ml/data/data_connector.py' 2025-10-06T23:35:04,635 adding 'snowflake/ml/data/data_ingestor.py' 2025-10-06T23:35:04,636 adding 'snowflake/ml/data/data_source.py' 2025-10-06T23:35:04,637 adding 'snowflake/ml/data/ingestor_utils.py' 2025-10-06T23:35:04,639 adding 'snowflake/ml/data/torch_utils.py' 2025-10-06T23:35:04,641 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-10-06T23:35:04,643 adding 'snowflake/ml/dataset/__init__.py' 2025-10-06T23:35:04,646 adding 'snowflake/ml/dataset/dataset.py' 2025-10-06T23:35:04,647 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-10-06T23:35:04,649 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-10-06T23:35:04,650 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-10-06T23:35:04,652 adding 'snowflake/ml/experiment/__init__.py' 2025-10-06T23:35:04,653 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-10-06T23:35:04,656 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-10-06T23:35:04,657 adding 'snowflake/ml/experiment/utils.py' 2025-10-06T23:35:04,659 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-10-06T23:35:04,660 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-10-06T23:35:04,662 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-10-06T23:35:04,663 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-10-06T23:35:04,665 adding 'snowflake/ml/experiment/_entities/run.py' 2025-10-06T23:35:04,666 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-10-06T23:35:04,668 adding 'snowflake/ml/experiment/callback/keras.py' 2025-10-06T23:35:04,669 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-10-06T23:35:04,670 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-10-06T23:35:04,672 adding 'snowflake/ml/feature_store/__init__.py' 2025-10-06T23:35:04,674 adding 'snowflake/ml/feature_store/access_manager.py' 2025-10-06T23:35:04,675 adding 'snowflake/ml/feature_store/entity.py' 2025-10-06T23:35:04,689 adding 'snowflake/ml/feature_store/feature_store.py' 2025-10-06T23:35:04,695 adding 'snowflake/ml/feature_store/feature_view.py' 2025-10-06T23:35:04,698 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-10-06T23:35:04,699 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-10-06T23:35:04,700 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-10-06T23:35:04,702 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-10-06T23:35:04,704 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-10-06T23:35:04,705 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-10-06T23:35:04,707 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-10-06T23:35:04,708 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-10-06T23:35:04,710 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-10-06T23:35:04,711 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-10-06T23:35:04,713 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-10-06T23:35:04,715 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-10-06T23:35:04,716 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-10-06T23:35:04,718 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-10-06T23:35:04,719 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-10-06T23:35:04,720 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-10-06T23:35:04,721 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-10-06T23:35:04,722 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-10-06T23:35:04,724 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-10-06T23:35:04,725 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-10-06T23:35:04,727 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-10-06T23:35:04,728 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-10-06T23:35:04,730 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-10-06T23:35:04,733 adding 'snowflake/ml/fileset/fileset.py' 2025-10-06T23:35:04,736 adding 'snowflake/ml/fileset/sfcfs.py' 2025-10-06T23:35:04,737 adding 'snowflake/ml/fileset/snowfs.py' 2025-10-06T23:35:04,740 adding 'snowflake/ml/fileset/stage_fs.py' 2025-10-06T23:35:04,742 adding 'snowflake/ml/jobs/__init__.py' 2025-10-06T23:35:04,743 adding 'snowflake/ml/jobs/decorators.py' 2025-10-06T23:35:04,746 adding 'snowflake/ml/jobs/job.py' 2025-10-06T23:35:04,749 adding 'snowflake/ml/jobs/manager.py' 2025-10-06T23:35:04,751 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-10-06T23:35:04,752 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-10-06T23:35:04,753 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-10-06T23:35:04,755 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-10-06T23:35:04,757 adding 'snowflake/ml/jobs/_utils/interop_utils.py' 2025-10-06T23:35:04,761 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-10-06T23:35:04,762 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-10-06T23:35:04,764 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-10-06T23:35:04,766 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-10-06T23:35:04,768 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-10-06T23:35:04,769 adding 'snowflake/ml/jobs/_utils/types.py' 2025-10-06T23:35:04,771 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-10-06T23:35:04,772 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-10-06T23:35:04,775 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-10-06T23:35:04,776 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-10-06T23:35:04,778 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-10-06T23:35:04,780 adding 'snowflake/ml/lineage/__init__.py' 2025-10-06T23:35:04,781 adding 'snowflake/ml/lineage/lineage_node.py' 2025-10-06T23:35:04,783 adding 'snowflake/ml/model/__init__.py' 2025-10-06T23:35:04,785 adding 'snowflake/ml/model/custom_model.py' 2025-10-06T23:35:04,787 adding 'snowflake/ml/model/event_handler.py' 2025-10-06T23:35:04,788 adding 'snowflake/ml/model/inference_engine.py' 2025-10-06T23:35:04,791 adding 'snowflake/ml/model/model_signature.py' 2025-10-06T23:35:04,793 adding 'snowflake/ml/model/openai_signatures.py' 2025-10-06T23:35:04,794 adding 'snowflake/ml/model/target_platform.py' 2025-10-06T23:35:04,795 adding 'snowflake/ml/model/task.py' 2025-10-06T23:35:04,797 adding 'snowflake/ml/model/type_hints.py' 2025-10-06T23:35:04,798 adding 'snowflake/ml/model/volatility.py' 2025-10-06T23:35:04,800 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-10-06T23:35:04,802 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2025-10-06T23:35:04,804 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-10-06T23:35:04,808 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-10-06T23:35:04,811 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-10-06T23:35:04,815 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-10-06T23:35:04,820 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-10-06T23:35:04,823 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-10-06T23:35:04,824 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-10-06T23:35:04,826 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-10-06T23:35:04,828 adding 'snowflake/ml/model/_client/sql/model.py' 2025-10-06T23:35:04,830 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-10-06T23:35:04,832 adding 'snowflake/ml/model/_client/sql/service.py' 2025-10-06T23:35:04,833 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-10-06T23:35:04,834 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-10-06T23:35:04,837 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-10-06T23:35:04,839 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-10-06T23:35:04,840 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-10-06T23:35:04,842 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-10-06T23:35:04,843 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-10-06T23:35:04,844 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-10-06T23:35:04,846 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-10-06T23:35:04,847 adding 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adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-10-06T23:35:04,873 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-10-06T23:35:04,875 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-10-06T23:35:04,877 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-10-06T23:35:04,879 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-10-06T23:35:04,881 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-10-06T23:35:04,883 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-10-06T23:35:04,886 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-10-06T23:35:04,887 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-10-06T23:35:04,889 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-10-06T23:35:04,891 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-10-06T23:35:04,892 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-10-06T23:35:04,894 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-10-06T23:35:04,896 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-10-06T23:35:04,897 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-10-06T23:35:04,898 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-10-06T23:35:04,901 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-10-06T23:35:04,902 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-10-06T23:35:04,904 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-10-06T23:35:04,905 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-10-06T23:35:04,906 adding 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2025-10-06T23:35:04,982 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-10-06T23:35:04,987 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-10-06T23:35:04,992 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-10-06T23:35:04,996 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-10-06T23:35:05,001 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-10-06T23:35:05,006 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-10-06T23:35:05,011 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-10-06T23:35:05,016 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-10-06T23:35:05,021 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-10-06T23:35:05,025 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-10-06T23:35:05,030 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-10-06T23:35:05,035 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-10-06T23:35:05,037 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-10-06T23:35:05,041 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-10-06T23:35:05,046 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-10-06T23:35:05,048 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-10-06T23:35:05,052 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-10-06T23:35:05,057 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-10-06T23:35:05,062 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-10-06T23:35:05,066 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-10-06T23:35:05,071 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-10-06T23:35:05,075 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-10-06T23:35:05,080 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-10-06T23:35:05,084 adding 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'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-10-06T23:35:05,284 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-10-06T23:35:05,286 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-10-06T23:35:05,291 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-10-06T23:35:05,296 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-10-06T23:35:05,302 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-10-06T23:35:05,306 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-10-06T23:35:05,309 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-10-06T23:35:05,314 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-10-06T23:35:05,321 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-10-06T23:35:05,328 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-10-06T23:35:05,334 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-10-06T23:35:05,341 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-10-06T23:35:05,343 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-10-06T23:35:05,349 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-10-06T23:35:05,352 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-10-06T23:35:05,358 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-10-06T23:35:05,364 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-10-06T23:35:05,367 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-10-06T23:35:05,374 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-10-06T23:35:05,380 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-10-06T23:35:05,387 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-10-06T23:35:05,394 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-10-06T23:35:05,400 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-10-06T23:35:05,404 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-10-06T23:35:05,409 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-10-06T23:35:05,414 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-10-06T23:35:05,419 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-10-06T23:35:05,424 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-10-06T23:35:05,428 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-10-06T23:35:05,433 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-10-06T23:35:05,438 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-10-06T23:35:05,442 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-10-06T23:35:05,448 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-10-06T23:35:05,453 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-10-06T23:35:05,458 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-10-06T23:35:05,463 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-10-06T23:35:05,467 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-10-06T23:35:05,472 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-10-06T23:35:05,477 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-10-06T23:35:05,481 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-10-06T23:35:05,486 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-10-06T23:35:05,491 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-10-06T23:35:05,496 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-10-06T23:35:05,501 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-10-06T23:35:05,506 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-10-06T23:35:05,511 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-10-06T23:35:05,516 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-10-06T23:35:05,521 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-10-06T23:35:05,526 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-10-06T23:35:05,531 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-10-06T23:35:05,537 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-10-06T23:35:05,541 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-10-06T23:35:05,546 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-10-06T23:35:05,548 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-10-06T23:35:05,553 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-10-06T23:35:05,557 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-10-06T23:35:05,562 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-10-06T23:35:05,567 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-10-06T23:35:05,569 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-10-06T23:35:05,576 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-10-06T23:35:05,578 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-10-06T23:35:05,579 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-10-06T23:35:05,582 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-10-06T23:35:05,584 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-10-06T23:35:05,586 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-10-06T23:35:05,588 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-10-06T23:35:05,593 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-10-06T23:35:05,598 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-10-06T23:35:05,600 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-10-06T23:35:05,604 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-10-06T23:35:05,608 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-10-06T23:35:05,610 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-10-06T23:35:05,614 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-10-06T23:35:05,619 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-10-06T23:35:05,623 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-10-06T23:35:05,625 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-10-06T23:35:05,630 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-10-06T23:35:05,634 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-10-06T23:35:05,639 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-10-06T23:35:05,644 adding 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'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-10-06T23:35:05,696 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-10-06T23:35:05,701 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-10-06T23:35:05,706 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-10-06T23:35:05,712 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-10-06T23:35:05,714 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-10-06T23:35:05,715 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-10-06T23:35:05,716 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-10-06T23:35:05,718 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-10-06T23:35:05,722 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-10-06T23:35:05,724 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-10-06T23:35:05,726 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-10-06T23:35:05,728 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-10-06T23:35:05,730 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-10-06T23:35:05,731 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-10-06T23:35:05,734 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-10-06T23:35:05,736 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-10-06T23:35:05,744 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-10-06T23:35:05,748 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-10-06T23:35:05,753 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-10-06T23:35:05,755 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-10-06T23:35:05,757 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-10-06T23:35:05,759 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-10-06T23:35:05,764 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-10-06T23:35:05,768 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-10-06T23:35:05,771 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-10-06T23:35:05,776 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-10-06T23:35:05,780 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-10-06T23:35:05,785 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-10-06T23:35:05,790 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-10-06T23:35:05,795 adding 'snowflake/ml/modeling/svm/svc.py' 2025-10-06T23:35:05,800 adding 'snowflake/ml/modeling/svm/svr.py' 2025-10-06T23:35:05,802 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-10-06T23:35:05,807 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-10-06T23:35:05,812 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-10-06T23:35:05,817 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-10-06T23:35:05,823 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-10-06T23:35:05,824 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-10-06T23:35:05,830 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-10-06T23:35:05,837 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-10-06T23:35:05,843 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-10-06T23:35:05,849 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-10-06T23:35:05,853 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-10-06T23:35:05,854 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-10-06T23:35:05,856 adding 'snowflake/ml/monitoring/shap.py' 2025-10-06T23:35:05,858 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-10-06T23:35:05,860 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-10-06T23:35:05,861 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-10-06T23:35:05,863 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-10-06T23:35:05,865 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-10-06T23:35:05,867 adding 'snowflake/ml/registry/__init__.py' 2025-10-06T23:35:05,870 adding 'snowflake/ml/registry/registry.py' 2025-10-06T23:35:05,873 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-10-06T23:35:05,875 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-10-06T23:35:05,877 adding 'snowflake/ml/utils/authentication.py' 2025-10-06T23:35:05,879 adding 'snowflake/ml/utils/connection_params.py' 2025-10-06T23:35:05,881 adding 'snowflake/ml/utils/html_utils.py' 2025-10-06T23:35:05,882 adding 'snowflake/ml/utils/sparse.py' 2025-10-06T23:35:05,883 adding 'snowflake/ml/utils/sql_client.py' 2025-10-06T23:35:05,887 adding 'snowflake_ml_python-1.16.0.dist-info/licenses/LICENSE.txt' 2025-10-06T23:35:05,900 adding 'snowflake_ml_python-1.16.0.dist-info/METADATA' 2025-10-06T23:35:05,902 adding 'snowflake_ml_python-1.16.0.dist-info/WHEEL' 2025-10-06T23:35:05,903 adding 'snowflake_ml_python-1.16.0.dist-info/top_level.txt' 2025-10-06T23:35:05,910 adding 'snowflake_ml_python-1.16.0.dist-info/RECORD' 2025-10-06T23:35:05,946 removing build/bdist.linux-armv7l/wheel 2025-10-06T23:35:06,186 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-10-06T23:35:06,237 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.16.0-py3-none-any.whl size=2172879 sha256=58592afe6424feb15fe5626e4c773cc2a0366d40b257474b6ef114c3f8333099 2025-10-06T23:35:06,238 Stored in directory: /tmp/pip-ephem-wheel-cache-p7w6gb7s/wheels/bd/b7/98/8ec2bf94475e9e664f4c61b4ec94d0171c6f4c7395f556b83c 2025-10-06T23:35:06,288 Successfully built snowflake-ml-python 2025-10-06T23:35:06,339 Removed build tracker: '/tmp/pip-build-tracker-k8ilivpj'