2025-09-19T01:20:20,146 Created temporary directory: /tmp/pip-ephem-wheel-cache-y5al4i4a 2025-09-19T01:20:20,148 Created temporary directory: /tmp/pip-build-tracker-by06owl3 2025-09-19T01:20:20,149 Initialized build tracking at /tmp/pip-build-tracker-by06owl3 2025-09-19T01:20:20,149 Created build tracker: /tmp/pip-build-tracker-by06owl3 2025-09-19T01:20:20,150 Entered build tracker: /tmp/pip-build-tracker-by06owl3 2025-09-19T01:20:20,150 Created temporary directory: /tmp/pip-wheel-22pcbqik 2025-09-19T01:20:20,154 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 2025-09-19T01:20:20,156 Created temporary directory: /tmp/pip-ephem-wheel-cache-v0g8nf3r 2025-09-19T01:20:20,177 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-09-19T01:20:20,181 2 location(s) to search for versions of snowflake-ml-python: 2025-09-19T01:20:20,181 * https://pypi.org/simple/snowflake-ml-python/ 2025-09-19T01:20:20,181 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-09-19T01:20:20,182 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-09-19T01:20:20,183 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-09-19T01:20:20,184 Found index url https://pypi.org/simple 2025-09-19T01:20:20,404 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-09-19T01:20:20,420 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.13,>=3.9) 2025-09-19T01:20:20,656 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) 2025-09-19T01:20:20,657 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) 2025-09-19T01:20:20,657 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) 2025-09-19T01:20:20,658 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) 2025-09-19T01:20:20,659 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) 2025-09-19T01:20:20,659 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) 2025-09-19T01:20:20,660 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) 2025-09-19T01:20:20,660 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) 2025-09-19T01:20:20,660 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) 2025-09-19T01:20:20,661 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) 2025-09-19T01:20:20,662 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-09-19T01:20:20,662 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-09-19T01:20:20,684 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-09-19T01:20:20,702 Collecting snowflake-ml-python==1.14.0 2025-09-19T01:20:20,704 Created temporary directory: /tmp/pip-unpack-rddqlh_e 2025-09-19T01:20:20,928 Downloading snowflake_ml_python-1.14.0.tar.gz (1.9 MB) 2025-09-19T01:20:22,547 Added snowflake-ml-python==1.14.0 from https://files.pythonhosted.org/packages/4b/57/3d9e11d49bae715ac8658d6e6724018e6adbc4b64162b644b940aa09c3f1/snowflake_ml_python-1.14.0.tar.gz to build tracker '/tmp/pip-build-tracker-by06owl3' 2025-09-19T01:20:22,553 Created temporary directory: /tmp/pip-build-env-nq57lqua 2025-09-19T01:20:22,558 Installing build dependencies: started 2025-09-19T01:20:22,559 Running command pip subprocess to install build dependencies 2025-09-19T01:20:23,741 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-09-19T01:20:24,352 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 2025-09-19T01:20:24,375 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-09-19T01:20:26,116 Collecting setuptools>=61.0 2025-09-19T01:20:26,212 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-09-19T01:20:29,274 Installing collected packages: setuptools 2025-09-19T01:20:32,770 Successfully installed setuptools-80.9.0 2025-09-19T01:20:33,039 Installing build dependencies: finished with status 'done' 2025-09-19T01:20:33,046 Getting requirements to build wheel: started 2025-09-19T01:20:33,047 Running command Getting requirements to build wheel 2025-09-19T01:20:33,738 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-09-19T01:20:33,739 !! 2025-09-19T01:20:33,740 ******************************************************************************** 2025-09-19T01:20:33,740 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). 2025-09-19T01:20:33,741 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-09-19T01:20:33,741 or your builds will no longer be supported. 2025-09-19T01:20:33,742 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:33,743 ******************************************************************************** 2025-09-19T01:20:33,744 !! 2025-09-19T01:20:33,744 corresp(dist, value, root_dir) 2025-09-19T01:20:33,838 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-19T01:20:33,839 !! 2025-09-19T01:20:33,840 ******************************************************************************** 2025-09-19T01:20:33,840 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-19T01:20:33,841 License :: OSI Approved :: Apache Software License 2025-09-19T01:20:33,842 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:33,843 ******************************************************************************** 2025-09-19T01:20:33,844 !! 2025-09-19T01:20:33,844 dist._finalize_license_expression() 2025-09-19T01:20:33,858 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-19T01:20:33,858 !! 2025-09-19T01:20:33,859 ******************************************************************************** 2025-09-19T01:20:33,860 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-19T01:20:33,861 License :: OSI Approved :: Apache Software License 2025-09-19T01:20:33,862 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:33,862 ******************************************************************************** 2025-09-19T01:20:33,863 !! 2025-09-19T01:20:33,864 self._finalize_license_expression() 2025-09-19T01:20:33,866 running egg_info 2025-09-19T01:20:33,874 writing snowflake_ml_python.egg-info/PKG-INFO 2025-09-19T01:20:33,898 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-09-19T01:20:33,913 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-09-19T01:20:33,915 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-09-19T01:20:34,114 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:34,139 adding license file 'LICENSE.txt' 2025-09-19T01:20:34,168 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:34,267 Getting requirements to build wheel: finished with status 'done' 2025-09-19T01:20:34,270 Created temporary directory: /tmp/pip-modern-metadata-kwc_34r2 2025-09-19T01:20:34,272 Preparing metadata (pyproject.toml): started 2025-09-19T01:20:34,273 Running command Preparing metadata (pyproject.toml) 2025-09-19T01:20:34,870 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-09-19T01:20:34,870 !! 2025-09-19T01:20:34,871 ******************************************************************************** 2025-09-19T01:20:34,871 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). 2025-09-19T01:20:34,872 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-09-19T01:20:34,873 or your builds will no longer be supported. 2025-09-19T01:20:34,874 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:34,874 ******************************************************************************** 2025-09-19T01:20:34,875 !! 2025-09-19T01:20:34,876 corresp(dist, value, root_dir) 2025-09-19T01:20:34,965 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-19T01:20:34,966 !! 2025-09-19T01:20:34,967 ******************************************************************************** 2025-09-19T01:20:34,968 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-19T01:20:34,969 License :: OSI Approved :: Apache Software License 2025-09-19T01:20:34,970 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:34,970 ******************************************************************************** 2025-09-19T01:20:34,972 !! 2025-09-19T01:20:34,972 dist._finalize_license_expression() 2025-09-19T01:20:34,986 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-19T01:20:34,986 !! 2025-09-19T01:20:34,987 ******************************************************************************** 2025-09-19T01:20:34,988 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-19T01:20:34,989 License :: OSI Approved :: Apache Software License 2025-09-19T01:20:34,990 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:34,991 ******************************************************************************** 2025-09-19T01:20:34,992 !! 2025-09-19T01:20:34,992 self._finalize_license_expression() 2025-09-19T01:20:34,994 running dist_info 2025-09-19T01:20:35,006 creating /tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info 2025-09-19T01:20:35,006 writing /tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/PKG-INFO 2025-09-19T01:20:35,030 writing dependency_links to /tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/dependency_links.txt 2025-09-19T01:20:35,045 writing requirements to /tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/requires.txt 2025-09-19T01:20:35,046 writing top-level names to /tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/top_level.txt 2025-09-19T01:20:35,047 writing manifest file '/tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:35,217 reading manifest file '/tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:35,219 adding license file 'LICENSE.txt' 2025-09-19T01:20:35,241 writing manifest file '/tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:35,243 creating '/tmp/pip-modern-metadata-kwc_34r2/snowflake_ml_python-1.14.0.dist-info' 2025-09-19T01:20:35,373 Preparing metadata (pyproject.toml): finished with status 'done' 2025-09-19T01:20:35,385 Source in /tmp/pip-wheel-22pcbqik/snowflake-ml-python_89fc71a0c6924d72b70f896800df11ef has version 1.14.0, which satisfies requirement snowflake-ml-python==1.14.0 from https://files.pythonhosted.org/packages/4b/57/3d9e11d49bae715ac8658d6e6724018e6adbc4b64162b644b940aa09c3f1/snowflake_ml_python-1.14.0.tar.gz 2025-09-19T01:20:35,386 Removed snowflake-ml-python==1.14.0 from https://files.pythonhosted.org/packages/4b/57/3d9e11d49bae715ac8658d6e6724018e6adbc4b64162b644b940aa09c3f1/snowflake_ml_python-1.14.0.tar.gz from build tracker '/tmp/pip-build-tracker-by06owl3' 2025-09-19T01:20:35,407 Created temporary directory: /tmp/pip-unpack-98dz12go 2025-09-19T01:20:35,408 Building wheels for collected packages: snowflake-ml-python 2025-09-19T01:20:35,412 Created temporary directory: /tmp/pip-wheel-pakg6w62 2025-09-19T01:20:35,413 Destination directory: /tmp/pip-wheel-pakg6w62 2025-09-19T01:20:35,415 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-09-19T01:20:35,416 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-09-19T01:20:35,997 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-09-19T01:20:35,997 !! 2025-09-19T01:20:35,998 ******************************************************************************** 2025-09-19T01:20:35,999 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). 2025-09-19T01:20:36,000 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-09-19T01:20:36,000 or your builds will no longer be supported. 2025-09-19T01:20:36,001 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:36,002 ******************************************************************************** 2025-09-19T01:20:36,003 !! 2025-09-19T01:20:36,003 corresp(dist, value, root_dir) 2025-09-19T01:20:36,086 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-19T01:20:36,086 !! 2025-09-19T01:20:36,087 ******************************************************************************** 2025-09-19T01:20:36,088 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-19T01:20:36,089 License :: OSI Approved :: Apache Software License 2025-09-19T01:20:36,090 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:36,091 ******************************************************************************** 2025-09-19T01:20:36,092 !! 2025-09-19T01:20:36,092 dist._finalize_license_expression() 2025-09-19T01:20:36,105 /tmp/pip-build-env-nq57lqua/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-19T01:20:36,106 !! 2025-09-19T01:20:36,107 ******************************************************************************** 2025-09-19T01:20:36,108 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-19T01:20:36,109 License :: OSI Approved :: Apache Software License 2025-09-19T01:20:36,110 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-19T01:20:36,111 ******************************************************************************** 2025-09-19T01:20:36,112 !! 2025-09-19T01:20:36,112 self._finalize_license_expression() 2025-09-19T01:20:36,113 running bdist_wheel 2025-09-19T01:20:36,128 running build 2025-09-19T01:20:36,129 running build_py 2025-09-19T01:20:36,136 creating build/lib/snowflake/cortex 2025-09-19T01:20:36,138 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,140 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,143 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,145 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,147 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,149 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,150 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,152 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,154 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,156 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,158 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,160 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-09-19T01:20:36,163 creating build/lib/snowflake/ml 2025-09-19T01:20:36,164 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-09-19T01:20:36,166 creating build/lib/snowflake/ml/registry 2025-09-19T01:20:36,167 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-09-19T01:20:36,170 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-09-19T01:20:36,172 creating build/lib/snowflake/ml/utils 2025-09-19T01:20:36,173 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-09-19T01:20:36,176 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-09-19T01:20:36,178 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-09-19T01:20:36,179 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-09-19T01:20:36,182 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-09-19T01:20:36,184 creating build/lib/snowflake/ml/lineage 2025-09-19T01:20:36,185 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-09-19T01:20:36,187 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-09-19T01:20:36,190 creating build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,191 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,193 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,196 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,199 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,201 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,203 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,205 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,207 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,209 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-09-19T01:20:36,212 creating build/lib/snowflake/ml/dataset 2025-09-19T01:20:36,213 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-09-19T01:20:36,215 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-09-19T01:20:36,217 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-09-19T01:20:36,220 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-09-19T01:20:36,222 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-09-19T01:20:36,224 creating build/lib/snowflake/ml/jobs 2025-09-19T01:20:36,225 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-09-19T01:20:36,227 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-09-19T01:20:36,230 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-09-19T01:20:36,232 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-09-19T01:20:36,234 creating build/lib/snowflake/ml/monitoring 2025-09-19T01:20:36,235 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-09-19T01:20:36,238 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-09-19T01:20:36,240 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-09-19T01:20:36,243 creating build/lib/snowflake/ml/data 2025-09-19T01:20:36,243 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-09-19T01:20:36,245 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-09-19T01:20:36,247 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-09-19T01:20:36,249 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-09-19T01:20:36,251 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-09-19T01:20:36,253 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-09-19T01:20:36,256 creating build/lib/snowflake/ml/model 2025-09-19T01:20:36,257 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,259 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,262 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,264 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,266 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,268 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,270 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,272 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,274 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-09-19T01:20:36,276 creating build/lib/snowflake/ml/feature_store 2025-09-19T01:20:36,277 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-09-19T01:20:36,282 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-09-19T01:20:36,284 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-09-19T01:20:36,286 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-09-19T01:20:36,288 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-09-19T01:20:36,291 creating build/lib/snowflake/ml/fileset 2025-09-19T01:20:36,292 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-09-19T01:20:36,295 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-09-19T01:20:36,297 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-09-19T01:20:36,300 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-09-19T01:20:36,302 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-09-19T01:20:36,306 creating build/lib/snowflake/ml/experiment 2025-09-19T01:20:36,307 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-09-19T01:20:36,309 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-09-19T01:20:36,310 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-09-19T01:20:36,312 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-09-19T01:20:36,315 creating build/lib/snowflake/ml/registry/_manager 2025-09-19T01:20:36,316 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-09-19T01:20:36,318 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-09-19T01:20:36,321 creating build/lib/snowflake/ml/modeling/impute 2025-09-19T01:20:36,322 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-09-19T01:20:36,325 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-09-19T01:20:36,328 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-09-19T01:20:36,331 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-09-19T01:20:36,333 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-09-19T01:20:36,336 creating build/lib/snowflake/ml/modeling/parameters 2025-09-19T01:20:36,337 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-09-19T01:20:36,339 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-09-19T01:20:36,341 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-09-19T01:20:36,343 creating build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,344 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,348 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,351 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,354 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,358 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,361 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,364 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,366 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,369 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:36,372 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,373 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,377 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,380 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,383 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,386 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,389 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:36,392 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-09-19T01:20:36,392 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-09-19T01:20:36,395 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-09-19T01:20:36,399 creating build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,400 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,403 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,406 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,409 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,412 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,415 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,418 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,422 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,425 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,428 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,431 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,434 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,437 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,440 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,443 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,446 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,449 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,452 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,455 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,458 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,461 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,464 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,467 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,470 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,473 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,477 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,480 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,483 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,486 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,489 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,492 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,495 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,498 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,501 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,504 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,508 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-19T01:20:36,511 creating build/lib/snowflake/ml/modeling/lightgbm 2025-09-19T01:20:36,512 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-09-19T01:20:36,516 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-09-19T01:20:36,518 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-09-19T01:20:36,521 creating build/lib/snowflake/ml/modeling/pipeline 2025-09-19T01:20:36,522 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-09-19T01:20:36,525 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-09-19T01:20:36,527 creating build/lib/snowflake/ml/modeling/multiclass 2025-09-19T01:20:36,528 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-19T01:20:36,531 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-19T01:20:36,534 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-19T01:20:36,537 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-19T01:20:36,539 creating build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,540 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,543 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,545 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,547 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,549 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,551 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-19T01:20:36,554 creating build/lib/snowflake/ml/modeling/compose 2025-09-19T01:20:36,555 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-09-19T01:20:36,559 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-09-19T01:20:36,561 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-09-19T01:20:36,564 creating build/lib/snowflake/ml/modeling/mixture 2025-09-19T01:20:36,565 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-09-19T01:20:36,568 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-09-19T01:20:36,570 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-09-19T01:20:36,574 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,574 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,578 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,581 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,582 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,585 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,588 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:36,592 creating build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,593 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,597 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,600 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,603 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,606 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,609 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,612 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,615 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,618 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,621 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,624 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,626 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,629 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,632 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,635 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,639 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,642 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-19T01:20:36,646 creating build/lib/snowflake/ml/modeling/manifold 2025-09-19T01:20:36,647 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-19T01:20:36,650 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-19T01:20:36,653 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-19T01:20:36,656 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-19T01:20:36,659 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-19T01:20:36,661 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:36,662 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:36,665 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:36,667 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:36,670 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:36,671 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:36,674 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:36,676 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:36,679 creating build/lib/snowflake/ml/modeling/model_selection 2025-09-19T01:20:36,680 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-09-19T01:20:36,683 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-09-19T01:20:36,685 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-09-19T01:20:36,688 creating build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,689 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,692 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,695 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,698 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,701 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,703 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,707 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-09-19T01:20:36,710 creating build/lib/snowflake/ml/modeling/neural_network 2025-09-19T01:20:36,711 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-19T01:20:36,714 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-19T01:20:36,717 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-19T01:20:36,720 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-19T01:20:36,723 creating build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,724 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,727 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,730 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,733 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,736 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,739 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,742 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,744 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,747 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,750 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,753 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,756 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,759 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,762 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-19T01:20:36,765 creating build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,766 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,769 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,772 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,774 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,777 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,779 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,783 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,785 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,787 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,789 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,791 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,794 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:36,797 creating build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,798 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,801 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,804 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,808 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,811 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,814 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,817 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,820 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,822 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,826 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-19T01:20:36,829 creating build/lib/snowflake/ml/modeling/xgboost 2025-09-19T01:20:36,830 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-19T01:20:36,834 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-19T01:20:36,837 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-19T01:20:36,839 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-19T01:20:36,842 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-19T01:20:36,846 creating build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,847 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,850 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,853 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,856 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,859 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,862 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,866 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,868 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,870 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,874 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,877 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-19T01:20:36,881 creating build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,882 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,885 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,888 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,892 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,895 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,898 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,902 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,905 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,908 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-19T01:20:36,911 creating build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,912 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,916 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,918 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,921 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,923 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,925 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,928 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-19T01:20:36,932 creating build/lib/snowflake/ml/modeling/calibration 2025-09-19T01:20:36,933 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-09-19T01:20:36,936 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-09-19T01:20:36,939 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:36,941 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:36,944 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:36,947 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:36,950 creating build/lib/snowflake/ml/modeling/tree 2025-09-19T01:20:36,951 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-09-19T01:20:36,955 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-09-19T01:20:36,958 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-09-19T01:20:36,960 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-09-19T01:20:36,963 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-09-19T01:20:36,967 creating build/lib/snowflake/ml/modeling/framework 2025-09-19T01:20:36,968 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-09-19T01:20:36,972 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-09-19T01:20:36,975 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:36,976 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:36,979 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:36,982 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:36,985 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:36,988 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:36,991 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-09-19T01:20:36,993 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-09-19T01:20:36,995 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-09-19T01:20:36,999 creating build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,000 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,003 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,005 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,007 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,009 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,012 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,014 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,016 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,019 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,021 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,023 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,026 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,028 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,031 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,033 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,036 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,038 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-09-19T01:20:37,041 creating build/lib/snowflake/ml/_internal/lineage 2025-09-19T01:20:37,042 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-09-19T01:20:37,045 creating build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,047 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,049 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,051 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,054 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,056 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,058 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,060 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,062 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,064 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-19T01:20:37,067 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:37,068 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:37,070 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:37,073 creating build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,075 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,078 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,080 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,083 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,085 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,088 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,089 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,092 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,094 copying snowflake/ml/jobs/_utils/interop_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,097 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,099 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-19T01:20:37,102 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:37,103 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:37,105 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:37,108 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:37,110 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:37,113 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:37,116 creating build/lib/snowflake/ml/monitoring/entities 2025-09-19T01:20:37,117 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-09-19T01:20:37,119 creating build/lib/snowflake/ml/monitoring/_client 2025-09-19T01:20:37,120 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-09-19T01:20:37,123 creating build/lib/snowflake/ml/monitoring/_manager 2025-09-19T01:20:37,124 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-09-19T01:20:37,127 creating build/lib/snowflake/ml/data/_internal 2025-09-19T01:20:37,128 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-09-19T01:20:37,131 creating build/lib/snowflake/ml/model/_packager 2025-09-19T01:20:37,132 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-09-19T01:20:37,134 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-09-19T01:20:37,137 creating build/lib/snowflake/ml/model/models 2025-09-19T01:20:37,138 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-09-19T01:20:37,141 creating build/lib/snowflake/ml/model/_model_composer 2025-09-19T01:20:37,142 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-09-19T01:20:37,146 creating build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,147 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,149 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,152 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,154 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,157 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,159 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,161 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,163 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,165 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,167 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-19T01:20:37,169 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:37,170 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:37,173 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:37,175 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:37,177 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,178 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,181 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,183 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,185 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,188 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,190 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,192 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,195 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,197 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,199 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,202 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,204 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,206 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,208 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,211 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:37,214 creating build/lib/snowflake/ml/model/_packager/model_env 2025-09-19T01:20:37,215 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-09-19T01:20:37,218 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-09-19T01:20:37,219 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-09-19T01:20:37,221 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-09-19T01:20:37,223 creating build/lib/snowflake/ml/model/_packager/model_task 2025-09-19T01:20:37,224 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-09-19T01:20:37,227 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-19T01:20:37,228 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-19T01:20:37,230 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-19T01:20:37,231 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-19T01:20:37,234 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:37,235 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:37,236 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:37,238 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:37,240 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:37,242 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:37,244 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-09-19T01:20:37,245 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-09-19T01:20:37,247 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-09-19T01:20:37,248 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-09-19T01:20:37,250 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-09-19T01:20:37,253 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,254 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,256 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,258 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,260 creating build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,262 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,264 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,266 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,268 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,271 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,273 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-19T01:20:37,275 creating build/lib/snowflake/ml/model/_client/service 2025-09-19T01:20:37,276 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-09-19T01:20:37,279 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-09-19T01:20:37,281 creating build/lib/snowflake/ml/model/_client/model 2025-09-19T01:20:37,282 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-09-19T01:20:37,285 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-09-19T01:20:37,287 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-09-19T01:20:37,289 creating build/lib/snowflake/ml/model/_client/ops 2025-09-19T01:20:37,290 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-09-19T01:20:37,293 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-09-19T01:20:37,296 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-09-19T01:20:37,300 creating build/lib/snowflake/ml/feature_store/examples 2025-09-19T01:20:37,301 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-09-19T01:20:37,304 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-19T01:20:37,305 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-19T01:20:37,307 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-19T01:20:37,308 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-19T01:20:37,311 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-09-19T01:20:37,312 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-09-19T01:20:37,314 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-19T01:20:37,315 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-19T01:20:37,318 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-09-19T01:20:37,319 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 2025-09-19T01:20:37,321 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 2025-09-19T01:20:37,324 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-09-19T01:20:37,325 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 2025-09-19T01:20:37,327 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 2025-09-19T01:20:37,329 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-09-19T01:20:37,330 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-09-19T01:20:37,332 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-09-19T01:20:37,334 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-19T01:20:37,335 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-19T01:20:37,337 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-19T01:20:37,340 creating build/lib/snowflake/ml/experiment/_client 2025-09-19T01:20:37,341 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-09-19T01:20:37,343 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-09-19T01:20:37,345 creating build/lib/snowflake/ml/experiment/callback 2025-09-19T01:20:37,346 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-09-19T01:20:37,348 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-09-19T01:20:37,350 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-09-19T01:20:37,352 creating build/lib/snowflake/ml/experiment/_entities 2025-09-19T01:20:37,353 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-19T01:20:37,356 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-19T01:20:37,357 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-19T01:20:37,359 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-19T01:20:37,362 running egg_info 2025-09-19T01:20:37,373 writing snowflake_ml_python.egg-info/PKG-INFO 2025-09-19T01:20:37,395 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-09-19T01:20:37,409 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-09-19T01:20:37,410 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-09-19T01:20:37,566 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:37,590 adding license file 'LICENSE.txt' 2025-09-19T01:20:37,618 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-19T01:20:37,884 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:37,886 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:37,897 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-09-19T01:20:37,898 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-09-19T01:20:37,900 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-09-19T01:20:37,921 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,923 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,926 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:37,935 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-19T01:20:37,937 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-19T01:20:37,940 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-09-19T01:20:37,942 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-19T01:20:37,945 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:37,946 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:37,948 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:37,950 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:37,952 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:37,954 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:38,012 installing to build/bdist.linux-armv7l/wheel 2025-09-19T01:20:38,013 running install 2025-09-19T01:20:38,036 running install_lib 2025-09-19T01:20:38,042 creating build/bdist.linux-armv7l/wheel 2025-09-19T01:20:38,044 creating build/bdist.linux-armv7l/wheel/snowflake 2025-09-19T01:20:38,046 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-09-19T01:20:38,047 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,049 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,051 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,053 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,055 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,057 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,058 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,060 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,062 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,063 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,066 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,067 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-19T01:20:38,070 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-09-19T01:20:38,072 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-09-19T01:20:38,073 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-09-19T01:20:38,076 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-09-19T01:20:38,080 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-09-19T01:20:38,081 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-09-19T01:20:38,084 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-09-19T01:20:38,087 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-09-19T01:20:38,088 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-19T01:20:38,090 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-19T01:20:38,092 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-19T01:20:38,094 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-19T01:20:38,096 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-19T01:20:38,099 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-09-19T01:20:38,100 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-09-19T01:20:38,102 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-19T01:20:38,104 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-19T01:20:38,108 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-19T01:20:38,110 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-19T01:20:38,112 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-19T01:20:38,115 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-09-19T01:20:38,116 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-09-19T01:20:38,118 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-09-19T01:20:38,120 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-09-19T01:20:38,122 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,123 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,126 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,129 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,132 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,135 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,138 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,141 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,143 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,146 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-19T01:20:38,150 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,151 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,154 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,157 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,160 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,163 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,166 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-19T01:20:38,168 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-09-19T01:20:38,169 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-09-19T01:20:38,171 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-09-19T01:20:38,175 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,176 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,180 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,183 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,186 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,190 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,193 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,196 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,199 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,202 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,205 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,208 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,211 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,215 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,218 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,221 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,225 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,228 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,231 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,234 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,237 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,240 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,242 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,246 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,247 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,250 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,253 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,256 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,260 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,262 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,266 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,269 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,273 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,276 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,279 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,282 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,285 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-19T01:20:38,289 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-09-19T01:20:38,290 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-09-19T01:20:38,293 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-09-19T01:20:38,295 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-09-19T01:20:38,299 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-09-19T01:20:38,300 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-09-19T01:20:38,303 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-09-19T01:20:38,305 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-09-19T01:20:38,306 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-19T01:20:38,309 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-19T01:20:38,312 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-19T01:20:38,314 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-19T01:20:38,317 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-09-19T01:20:38,318 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-19T01:20:38,320 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-19T01:20:38,323 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:38,324 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:38,327 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:38,329 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 2025-09-19T01:20:38,332 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-19T01:20:38,335 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 2025-09-19T01:20:38,337 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-09-19T01:20:38,338 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-09-19T01:20:38,341 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-09-19T01:20:38,343 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-19T01:20:38,345 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-19T01:20:38,347 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-19T01:20:38,349 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-19T01:20:38,352 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-09-19T01:20:38,353 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-09-19T01:20:38,356 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-09-19T01:20:38,358 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-09-19T01:20:38,361 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-09-19T01:20:38,362 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-09-19T01:20:38,366 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-09-19T01:20:38,367 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-09-19T01:20:38,371 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,372 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,375 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,378 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,380 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,382 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,386 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-19T01:20:38,389 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,390 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,394 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,397 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,400 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,403 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,406 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,409 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,412 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,416 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,419 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,423 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,425 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,428 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,431 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,435 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,438 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,441 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-19T01:20:38,445 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-09-19T01:20:38,446 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-19T01:20:38,449 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-19T01:20:38,452 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-19T01:20:38,455 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-19T01:20:38,458 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-19T01:20:38,460 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:38,461 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:38,464 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:38,466 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-09-19T01:20:38,470 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:38,471 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:38,474 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:38,476 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-09-19T01:20:38,479 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-09-19T01:20:38,480 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-09-19T01:20:38,483 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-09-19T01:20:38,485 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-09-19T01:20:38,488 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-09-19T01:20:38,490 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,493 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,496 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,499 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,501 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,503 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,507 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-19T01:20:38,510 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-09-19T01:20:38,511 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-19T01:20:38,515 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-19T01:20:38,518 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-19T01:20:38,521 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-19T01:20:38,523 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-09-19T01:20:38,525 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,528 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,531 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,534 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,537 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,540 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,543 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,545 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,548 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,551 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,555 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,558 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,561 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,565 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-19T01:20:38,569 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,571 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,574 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,577 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,580 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,583 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,586 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,590 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,592 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,594 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,597 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,600 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,602 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-19T01:20:38,606 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,607 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,611 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,614 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,618 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,622 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,625 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,629 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,633 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,635 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,638 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-19T01:20:38,642 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-09-19T01:20:38,643 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-19T01:20:38,646 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-19T01:20:38,649 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-19T01:20:38,651 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-19T01:20:38,654 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-19T01:20:38,658 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,659 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,662 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,664 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,668 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,671 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,674 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,677 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,679 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,683 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,686 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,689 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-19T01:20:38,693 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-09-19T01:20:38,694 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,697 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,700 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,703 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,706 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,710 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,713 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,716 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,720 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-19T01:20:38,722 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-09-19T01:20:38,723 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,726 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,728 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,731 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,732 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,734 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,737 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-19T01:20:38,741 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-09-19T01:20:38,742 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-09-19T01:20:38,744 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-09-19T01:20:38,748 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:38,749 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:38,753 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:38,757 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-09-19T01:20:38,760 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-09-19T01:20:38,761 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-19T01:20:38,764 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-19T01:20:38,767 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-19T01:20:38,769 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-19T01:20:38,772 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-19T01:20:38,777 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-09-19T01:20:38,778 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-09-19T01:20:38,780 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-09-19T01:20:38,784 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-09-19T01:20:38,785 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-09-19T01:20:38,787 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-09-19T01:20:38,790 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-09-19T01:20:38,791 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,793 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,796 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,799 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-09-19T01:20:38,800 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,803 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,805 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,806 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,809 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,811 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,813 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,815 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,817 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,819 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,821 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,823 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,825 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,828 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,830 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,832 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,834 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-19T01:20:38,836 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-09-19T01:20:38,838 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-09-19T01:20:38,840 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,842 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,844 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,846 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,848 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,849 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,852 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,854 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,855 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,857 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,858 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,860 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-19T01:20:38,862 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,864 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,866 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,867 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-19T01:20:38,870 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:38,871 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:38,873 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:38,875 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:38,877 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-19T01:20:38,879 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-09-19T01:20:38,880 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-19T01:20:38,883 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-19T01:20:38,885 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-19T01:20:38,887 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-19T01:20:38,889 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-19T01:20:38,892 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-09-19T01:20:38,893 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-19T01:20:38,895 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-19T01:20:38,898 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-19T01:20:38,900 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-19T01:20:38,903 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-09-19T01:20:38,904 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,907 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,909 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,911 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,913 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,916 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,917 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,919 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,921 copying build/lib/snowflake/ml/jobs/_utils/interop_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,923 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,925 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-19T01:20:38,927 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:38,929 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:38,930 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:38,933 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:38,935 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:38,937 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-19T01:20:38,940 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-09-19T01:20:38,941 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-09-19T01:20:38,942 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-09-19T01:20:38,944 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-09-19T01:20:38,947 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-09-19T01:20:38,949 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-09-19T01:20:38,951 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-09-19T01:20:38,953 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-09-19T01:20:38,954 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-09-19T01:20:38,956 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-09-19T01:20:38,958 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-09-19T01:20:38,961 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-09-19T01:20:38,962 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-09-19T01:20:38,965 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-09-19T01:20:38,966 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-19T01:20:38,968 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-09-19T01:20:38,969 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-09-19T01:20:38,972 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-19T01:20:38,974 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-19T01:20:38,975 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-19T01:20:38,977 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-19T01:20:38,978 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-19T01:20:38,981 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-09-19T01:20:38,983 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-09-19T01:20:38,984 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:38,985 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:38,988 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:38,990 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-09-19T01:20:38,992 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:38,993 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:38,996 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:38,998 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,000 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,003 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,006 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,008 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,010 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,013 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,015 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,018 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,020 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,022 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,024 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,026 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-19T01:20:39,029 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-09-19T01:20:39,031 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-09-19T01:20:39,032 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-09-19T01:20:39,036 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-09-19T01:20:39,037 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 2025-09-19T01:20:39,038 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-09-19T01:20:39,041 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-09-19T01:20:39,042 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-09-19T01:20:39,045 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-09-19T01:20:39,047 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-09-19T01:20:39,049 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 2025-09-19T01:20:39,050 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 2025-09-19T01:20:39,052 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 2025-09-19T01:20:39,054 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-19T01:20:39,055 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 2025-09-19T01:20:39,057 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 2025-09-19T01:20:39,059 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 2025-09-19T01:20:39,061 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 2025-09-19T01:20:39,062 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 2025-09-19T01:20:39,064 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,067 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,069 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,071 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-09-19T01:20:39,072 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-09-19T01:20:39,075 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-09-19T01:20:39,077 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-09-19T01:20:39,078 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 2025-09-19T01:20:39,080 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-09-19T01:20:39,082 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-09-19T01:20:39,084 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 2025-09-19T01:20:39,086 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 2025-09-19T01:20:39,088 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:39,090 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 2025-09-19T01:20:39,091 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-09-19T01:20:39,093 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 2025-09-19T01:20:39,095 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 2025-09-19T01:20:39,097 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 2025-09-19T01:20:39,099 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 2025-09-19T01:20:39,100 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,103 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,105 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,106 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,109 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-09-19T01:20:39,110 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-09-19T01:20:39,112 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-19T01:20:39,114 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-19T01:20:39,115 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-19T01:20:39,118 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-19T01:20:39,120 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-19T01:20:39,122 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-19T01:20:39,125 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-09-19T01:20:39,126 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-09-19T01:20:39,128 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-09-19T01:20:39,130 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-09-19T01:20:39,131 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-09-19T01:20:39,135 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-09-19T01:20:39,136 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-09-19T01:20:39,139 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-09-19T01:20:39,140 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-09-19T01:20:39,143 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-09-19T01:20:39,145 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-09-19T01:20:39,150 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,152 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-19T01:20:39,155 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-09-19T01:20:39,156 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,159 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,162 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,165 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,168 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,170 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,173 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,176 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,178 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,180 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-19T01:20:39,183 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-09-19T01:20:39,185 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-09-19T01:20:39,187 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-19T01:20:39,195 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-19T01:20:39,197 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-19T01:20:39,200 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-09-19T01:20:39,202 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-19T01:20:39,203 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 2025-09-19T01:20:39,206 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 2025-09-19T01:20:39,208 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-09-19T01:20:39,210 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 2025-09-19T01:20:39,212 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 2025-09-19T01:20:39,214 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-09-19T01:20:39,218 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-19T01:20:39,219 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 2025-09-19T01:20:39,222 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 2025-09-19T01:20:39,225 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-09-19T01:20:39,226 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 2025-09-19T01:20:39,229 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 2025-09-19T01:20:39,231 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-09-19T01:20:39,233 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-09-19T01:20:39,235 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-09-19T01:20:39,238 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-09-19T01:20:39,239 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 2025-09-19T01:20:39,242 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 2025-09-19T01:20:39,245 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-19T01:20:39,246 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 2025-09-19T01:20:39,248 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 2025-09-19T01:20:39,250 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-19T01:20:39,251 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 2025-09-19T01:20:39,253 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 2025-09-19T01:20:39,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:39,256 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 2025-09-19T01:20:39,258 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 2025-09-19T01:20:39,260 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-09-19T01:20:39,262 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 2025-09-19T01:20:39,264 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 2025-09-19T01:20:39,265 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-19T01:20:39,267 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-19T01:20:39,271 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-09-19T01:20:39,272 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-19T01:20:39,274 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-19T01:20:39,276 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-19T01:20:39,279 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-19T01:20:39,281 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-19T01:20:39,284 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-09-19T01:20:39,285 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-19T01:20:39,287 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-19T01:20:39,289 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-09-19T01:20:39,290 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-09-19T01:20:39,293 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-09-19T01:20:39,296 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-09-19T01:20:39,297 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-09-19T01:20:39,299 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-09-19T01:20:39,300 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-09-19T01:20:39,303 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-09-19T01:20:39,304 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-19T01:20:39,306 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-19T01:20:39,307 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-19T01:20:39,309 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-19T01:20:39,311 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-19T01:20:39,313 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-19T01:20:39,315 running install_egg_info 2025-09-19T01:20:39,321 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.14.0-py3.11.egg-info 2025-09-19T01:20:39,333 running install_scripts 2025-09-19T01:20:39,345 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.14.0.dist-info/WHEEL 2025-09-19T01:20:39,348 creating '/tmp/pip-wheel-pakg6w62/.tmp-z340mxuv/snowflake_ml_python-1.14.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-09-19T01:20:39,351 adding 'snowflake/cortex/__init__.py' 2025-09-19T01:20:39,352 adding 'snowflake/cortex/_classify_text.py' 2025-09-19T01:20:39,355 adding 'snowflake/cortex/_complete.py' 2025-09-19T01:20:39,356 adding 'snowflake/cortex/_embed_text_1024.py' 2025-09-19T01:20:39,357 adding 'snowflake/cortex/_embed_text_768.py' 2025-09-19T01:20:39,359 adding 'snowflake/cortex/_extract_answer.py' 2025-09-19T01:20:39,360 adding 'snowflake/cortex/_finetune.py' 2025-09-19T01:20:39,362 adding 'snowflake/cortex/_sentiment.py' 2025-09-19T01:20:39,363 adding 'snowflake/cortex/_sse_client.py' 2025-09-19T01:20:39,365 adding 'snowflake/cortex/_summarize.py' 2025-09-19T01:20:39,366 adding 'snowflake/cortex/_translate.py' 2025-09-19T01:20:39,367 adding 'snowflake/cortex/_util.py' 2025-09-19T01:20:39,369 adding 'snowflake/ml/version.py' 2025-09-19T01:20:39,371 adding 'snowflake/ml/_internal/env.py' 2025-09-19T01:20:39,375 adding 'snowflake/ml/_internal/env_utils.py' 2025-09-19T01:20:39,377 adding 'snowflake/ml/_internal/file_utils.py' 2025-09-19T01:20:39,378 adding 'snowflake/ml/_internal/init_utils.py' 2025-09-19T01:20:39,379 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-09-19T01:20:39,381 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-09-19T01:20:39,382 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-09-19T01:20:39,386 adding 'snowflake/ml/_internal/telemetry.py' 2025-09-19T01:20:39,388 adding 'snowflake/ml/_internal/type_utils.py' 2025-09-19T01:20:39,389 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-09-19T01:20:39,391 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-09-19T01:20:39,392 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-09-19T01:20:39,393 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-09-19T01:20:39,394 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-09-19T01:20:39,395 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-09-19T01:20:39,396 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-09-19T01:20:39,397 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-09-19T01:20:39,398 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-09-19T01:20:39,400 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-09-19T01:20:39,401 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-09-19T01:20:39,402 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-09-19T01:20:39,404 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-09-19T01:20:39,406 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-09-19T01:20:39,408 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-09-19T01:20:39,409 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-09-19T01:20:39,411 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-09-19T01:20:39,413 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-09-19T01:20:39,414 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-09-19T01:20:39,416 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-09-19T01:20:39,417 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-09-19T01:20:39,418 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-09-19T01:20:39,420 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-09-19T01:20:39,422 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-09-19T01:20:39,423 adding 'snowflake/ml/_internal/utils/result.py' 2025-09-19T01:20:39,425 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-09-19T01:20:39,426 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-09-19T01:20:39,428 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-09-19T01:20:39,429 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-09-19T01:20:39,431 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-09-19T01:20:39,432 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-09-19T01:20:39,434 adding 'snowflake/ml/data/__init__.py' 2025-09-19T01:20:39,436 adding 'snowflake/ml/data/data_connector.py' 2025-09-19T01:20:39,437 adding 'snowflake/ml/data/data_ingestor.py' 2025-09-19T01:20:39,438 adding 'snowflake/ml/data/data_source.py' 2025-09-19T01:20:39,439 adding 'snowflake/ml/data/ingestor_utils.py' 2025-09-19T01:20:39,441 adding 'snowflake/ml/data/torch_utils.py' 2025-09-19T01:20:39,443 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-09-19T01:20:39,445 adding 'snowflake/ml/dataset/__init__.py' 2025-09-19T01:20:39,448 adding 'snowflake/ml/dataset/dataset.py' 2025-09-19T01:20:39,449 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-09-19T01:20:39,450 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-09-19T01:20:39,452 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-09-19T01:20:39,454 adding 'snowflake/ml/experiment/__init__.py' 2025-09-19T01:20:39,455 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-09-19T01:20:39,457 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-09-19T01:20:39,459 adding 'snowflake/ml/experiment/utils.py' 2025-09-19T01:20:39,461 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-09-19T01:20:39,462 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-09-19T01:20:39,464 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-09-19T01:20:39,465 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-09-19T01:20:39,466 adding 'snowflake/ml/experiment/_entities/run.py' 2025-09-19T01:20:39,468 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-09-19T01:20:39,469 adding 'snowflake/ml/experiment/callback/keras.py' 2025-09-19T01:20:39,471 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-09-19T01:20:39,472 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-09-19T01:20:39,474 adding 'snowflake/ml/feature_store/__init__.py' 2025-09-19T01:20:39,475 adding 'snowflake/ml/feature_store/access_manager.py' 2025-09-19T01:20:39,477 adding 'snowflake/ml/feature_store/entity.py' 2025-09-19T01:20:39,491 adding 'snowflake/ml/feature_store/feature_store.py' 2025-09-19T01:20:39,496 adding 'snowflake/ml/feature_store/feature_view.py' 2025-09-19T01:20:39,499 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-09-19T01:20:39,500 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-09-19T01:20:39,502 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-09-19T01:20:39,503 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-09-19T01:20:39,505 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-09-19T01:20:39,506 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-09-19T01:20:39,507 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-09-19T01:20:39,509 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-09-19T01:20:39,510 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-09-19T01:20:39,512 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-09-19T01:20:39,513 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-09-19T01:20:39,515 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-09-19T01:20:39,516 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-09-19T01:20:39,518 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-09-19T01:20:39,519 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-09-19T01:20:39,520 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-09-19T01:20:39,521 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-09-19T01:20:39,523 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-09-19T01:20:39,524 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-09-19T01:20:39,526 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-09-19T01:20:39,527 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-09-19T01:20:39,529 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-09-19T01:20:39,531 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-09-19T01:20:39,534 adding 'snowflake/ml/fileset/fileset.py' 2025-09-19T01:20:39,536 adding 'snowflake/ml/fileset/sfcfs.py' 2025-09-19T01:20:39,538 adding 'snowflake/ml/fileset/snowfs.py' 2025-09-19T01:20:39,540 adding 'snowflake/ml/fileset/stage_fs.py' 2025-09-19T01:20:39,542 adding 'snowflake/ml/jobs/__init__.py' 2025-09-19T01:20:39,543 adding 'snowflake/ml/jobs/decorators.py' 2025-09-19T01:20:39,546 adding 'snowflake/ml/jobs/job.py' 2025-09-19T01:20:39,549 adding 'snowflake/ml/jobs/manager.py' 2025-09-19T01:20:39,551 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-09-19T01:20:39,552 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-09-19T01:20:39,554 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-09-19T01:20:39,555 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-09-19T01:20:39,558 adding 'snowflake/ml/jobs/_utils/interop_utils.py' 2025-09-19T01:20:39,562 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-09-19T01:20:39,563 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-09-19T01:20:39,564 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-09-19T01:20:39,566 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-09-19T01:20:39,568 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-09-19T01:20:39,569 adding 'snowflake/ml/jobs/_utils/types.py' 2025-09-19T01:20:39,571 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-09-19T01:20:39,572 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-09-19T01:20:39,575 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-09-19T01:20:39,577 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-09-19T01:20:39,578 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-09-19T01:20:39,580 adding 'snowflake/ml/lineage/__init__.py' 2025-09-19T01:20:39,581 adding 'snowflake/ml/lineage/lineage_node.py' 2025-09-19T01:20:39,583 adding 'snowflake/ml/model/__init__.py' 2025-09-19T01:20:39,585 adding 'snowflake/ml/model/custom_model.py' 2025-09-19T01:20:39,587 adding 'snowflake/ml/model/event_handler.py' 2025-09-19T01:20:39,588 adding 'snowflake/ml/model/inference_engine.py' 2025-09-19T01:20:39,591 adding 'snowflake/ml/model/model_signature.py' 2025-09-19T01:20:39,593 adding 'snowflake/ml/model/openai_signatures.py' 2025-09-19T01:20:39,594 adding 'snowflake/ml/model/target_platform.py' 2025-09-19T01:20:39,595 adding 'snowflake/ml/model/task.py' 2025-09-19T01:20:39,597 adding 'snowflake/ml/model/type_hints.py' 2025-09-19T01:20:39,599 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-09-19T01:20:39,601 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-09-19T01:20:39,606 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-09-19T01:20:39,608 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-09-19T01:20:39,612 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-09-19T01:20:39,617 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-09-19T01:20:39,620 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-09-19T01:20:39,621 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-09-19T01:20:39,623 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-09-19T01:20:39,625 adding 'snowflake/ml/model/_client/sql/model.py' 2025-09-19T01:20:39,627 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-09-19T01:20:39,628 adding 'snowflake/ml/model/_client/sql/service.py' 2025-09-19T01:20:39,630 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-09-19T01:20:39,631 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-09-19T01:20:39,633 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-09-19T01:20:39,635 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-09-19T01:20:39,637 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-09-19T01:20:39,639 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-09-19T01:20:39,640 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-09-19T01:20:39,641 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-09-19T01:20:39,642 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-09-19T01:20:39,644 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2025-09-19T01:20:39,645 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2025-09-19T01:20:39,647 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2025-09-19T01:20:39,649 adding 'snowflake/ml/model/_packager/model_handler.py' 2025-09-19T01:20:39,651 adding 'snowflake/ml/model/_packager/model_packager.py' 2025-09-19T01:20:39,654 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2025-09-19T01:20:39,656 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2025-09-19T01:20:39,658 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2025-09-19T01:20:39,660 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2025-09-19T01:20:39,661 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2025-09-19T01:20:39,665 adding 'snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py' 2025-09-19T01:20:39,667 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-09-19T01:20:39,669 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-09-19T01:20:39,671 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-09-19T01:20:39,672 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-09-19T01:20:39,674 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-09-19T01:20:39,676 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-09-19T01:20:39,678 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-09-19T01:20:39,680 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-09-19T01:20:39,682 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-09-19T01:20:39,684 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-09-19T01:20:39,686 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-09-19T01:20:39,687 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-09-19T01:20:39,688 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-09-19T01:20:39,689 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-09-19T01:20:39,691 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-09-19T01:20:39,692 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-09-19T01:20:39,695 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-09-19T01:20:39,697 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-09-19T01:20:39,698 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-09-19T01:20:39,700 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-09-19T01:20:39,701 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2025-09-19T01:20:39,703 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2025-09-19T01:20:39,704 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2025-09-19T01:20:39,706 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2025-09-19T01:20:39,708 adding 'snowflake/ml/model/_signatures/base_handler.py' 2025-09-19T01:20:39,709 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2025-09-19T01:20:39,712 adding 'snowflake/ml/model/_signatures/core.py' 2025-09-19T01:20:39,714 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2025-09-19T01:20:39,715 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2025-09-19T01:20:39,717 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2025-09-19T01:20:39,718 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2025-09-19T01:20:39,720 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2025-09-19T01:20:39,721 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2025-09-19T01:20:39,723 adding 'snowflake/ml/model/_signatures/utils.py' 2025-09-19T01:20:39,726 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2025-09-19T01:20:39,730 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2025-09-19T01:20:39,731 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2025-09-19T01:20:39,733 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2025-09-19T01:20:39,734 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2025-09-19T01:20:39,736 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2025-09-19T01:20:39,737 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2025-09-19T01:20:39,739 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2025-09-19T01:20:39,740 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2025-09-19T01:20:39,746 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2025-09-19T01:20:39,748 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2025-09-19T01:20:39,750 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2025-09-19T01:20:39,753 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2025-09-19T01:20:39,756 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2025-09-19T01:20:39,758 adding 'snowflake/ml/modeling/calibration/__init__.py' 2025-09-19T01:20:39,762 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2025-09-19T01:20:39,764 adding 'snowflake/ml/modeling/cluster/__init__.py' 2025-09-19T01:20:39,769 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2025-09-19T01:20:39,773 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-09-19T01:20:39,778 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-09-19T01:20:39,783 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-09-19T01:20:39,788 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-09-19T01:20:39,793 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-09-19T01:20:39,798 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-09-19T01:20:39,802 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-09-19T01:20:39,808 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-09-19T01:20:39,813 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-09-19T01:20:39,817 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-09-19T01:20:39,822 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-09-19T01:20:39,827 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-09-19T01:20:39,829 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-09-19T01:20:39,834 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-09-19T01:20:39,839 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-09-19T01:20:39,841 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-09-19T01:20:39,845 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-09-19T01:20:39,850 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-09-19T01:20:39,854 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-09-19T01:20:39,859 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-09-19T01:20:39,864 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-09-19T01:20:39,868 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-09-19T01:20:39,873 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-09-19T01:20:39,877 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2025-09-19T01:20:39,879 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2025-09-19T01:20:39,884 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2025-09-19T01:20:39,889 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2025-09-19T01:20:39,894 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2025-09-19T01:20:39,898 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2025-09-19T01:20:39,903 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2025-09-19T01:20:39,908 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2025-09-19T01:20:39,913 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2025-09-19T01:20:39,918 adding 'snowflake/ml/modeling/decomposition/pca.py' 2025-09-19T01:20:39,923 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2025-09-19T01:20:39,928 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2025-09-19T01:20:39,930 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2025-09-19T01:20:39,934 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2025-09-19T01:20:39,939 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2025-09-19T01:20:39,941 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2025-09-19T01:20:39,945 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2025-09-19T01:20:39,949 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2025-09-19T01:20:39,954 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2025-09-19T01:20:39,959 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2025-09-19T01:20:39,964 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2025-09-19T01:20:39,970 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2025-09-19T01:20:39,975 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2025-09-19T01:20:39,981 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2025-09-19T01:20:39,987 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2025-09-19T01:20:39,992 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2025-09-19T01:20:39,997 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2025-09-19T01:20:40,003 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2025-09-19T01:20:40,008 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2025-09-19T01:20:40,013 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2025-09-19T01:20:40,018 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2025-09-19T01:20:40,022 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2025-09-19T01:20:40,025 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2025-09-19T01:20:40,029 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2025-09-19T01:20:40,033 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2025-09-19T01:20:40,038 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2025-09-19T01:20:40,042 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2025-09-19T01:20:40,047 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2025-09-19T01:20:40,051 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2025-09-19T01:20:40,056 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2025-09-19T01:20:40,060 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2025-09-19T01:20:40,076 adding 'snowflake/ml/modeling/framework/_utils.py' 2025-09-19T01:20:40,079 adding 'snowflake/ml/modeling/framework/base.py' 2025-09-19T01:20:40,081 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2025-09-19T01:20:40,086 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-09-19T01:20:40,091 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-09-19T01:20:40,093 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-09-19T01:20:40,098 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-09-19T01:20:40,102 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-09-19T01:20:40,107 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-09-19T01:20:40,110 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-09-19T01:20:40,112 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-09-19T01:20:40,117 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-09-19T01:20:40,121 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-09-19T01:20:40,126 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-09-19T01:20:40,130 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-09-19T01:20:40,135 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-09-19T01:20:40,137 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-09-19T01:20:40,141 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-09-19T01:20:40,143 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-09-19T01:20:40,147 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-09-19T01:20:40,152 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-09-19T01:20:40,154 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-09-19T01:20:40,159 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-09-19T01:20:40,164 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-09-19T01:20:40,169 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-09-19T01:20:40,174 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-09-19T01:20:40,179 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-09-19T01:20:40,183 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-09-19T01:20:40,188 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-09-19T01:20:40,193 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-09-19T01:20:40,197 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-09-19T01:20:40,202 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-09-19T01:20:40,207 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-09-19T01:20:40,212 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-09-19T01:20:40,216 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-09-19T01:20:40,221 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-09-19T01:20:40,226 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-09-19T01:20:40,231 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-09-19T01:20:40,236 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-09-19T01:20:40,241 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-09-19T01:20:40,246 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-09-19T01:20:40,250 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-09-19T01:20:40,255 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-09-19T01:20:40,260 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-09-19T01:20:40,265 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-09-19T01:20:40,270 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-09-19T01:20:40,274 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-09-19T01:20:40,279 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-09-19T01:20:40,284 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-09-19T01:20:40,289 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-09-19T01:20:40,294 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-09-19T01:20:40,299 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-09-19T01:20:40,304 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-09-19T01:20:40,309 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-09-19T01:20:40,314 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-09-19T01:20:40,319 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-09-19T01:20:40,324 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-09-19T01:20:40,326 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-09-19T01:20:40,330 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-09-19T01:20:40,335 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-09-19T01:20:40,340 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-09-19T01:20:40,345 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-09-19T01:20:40,347 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-09-19T01:20:40,353 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-09-19T01:20:40,355 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-09-19T01:20:40,357 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-09-19T01:20:40,359 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-09-19T01:20:40,361 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-09-19T01:20:40,363 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-09-19T01:20:40,365 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-09-19T01:20:40,370 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-09-19T01:20:40,375 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-09-19T01:20:40,377 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-09-19T01:20:40,380 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-09-19T01:20:40,384 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-09-19T01:20:40,386 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-09-19T01:20:40,390 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-09-19T01:20:40,394 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-09-19T01:20:40,399 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-09-19T01:20:40,401 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-09-19T01:20:40,405 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-09-19T01:20:40,410 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-09-19T01:20:40,414 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-09-19T01:20:40,419 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2025-09-19T01:20:40,423 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2025-09-19T01:20:40,425 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2025-09-19T01:20:40,430 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2025-09-19T01:20:40,435 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2025-09-19T01:20:40,440 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2025-09-19T01:20:40,445 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2025-09-19T01:20:40,449 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2025-09-19T01:20:40,454 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2025-09-19T01:20:40,459 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2025-09-19T01:20:40,464 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2025-09-19T01:20:40,469 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-09-19T01:20:40,471 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-09-19T01:20:40,475 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-09-19T01:20:40,480 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-09-19T01:20:40,486 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-09-19T01:20:40,488 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-09-19T01:20:40,489 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-09-19T01:20:40,490 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-09-19T01:20:40,492 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-09-19T01:20:40,496 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-09-19T01:20:40,498 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-09-19T01:20:40,500 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-09-19T01:20:40,503 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-09-19T01:20:40,505 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-09-19T01:20:40,506 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-09-19T01:20:40,508 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-09-19T01:20:40,510 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-09-19T01:20:40,518 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-09-19T01:20:40,522 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-09-19T01:20:40,526 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-09-19T01:20:40,529 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-09-19T01:20:40,530 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-09-19T01:20:40,532 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-09-19T01:20:40,537 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-09-19T01:20:40,541 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-09-19T01:20:40,543 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-09-19T01:20:40,548 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-09-19T01:20:40,553 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-09-19T01:20:40,558 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-09-19T01:20:40,563 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-09-19T01:20:40,568 adding 'snowflake/ml/modeling/svm/svc.py' 2025-09-19T01:20:40,573 adding 'snowflake/ml/modeling/svm/svr.py' 2025-09-19T01:20:40,575 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-09-19T01:20:40,580 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-09-19T01:20:40,585 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-09-19T01:20:40,590 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-09-19T01:20:40,596 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-09-19T01:20:40,598 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-09-19T01:20:40,604 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-09-19T01:20:40,610 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-09-19T01:20:40,616 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-09-19T01:20:40,622 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-09-19T01:20:40,625 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-09-19T01:20:40,627 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-09-19T01:20:40,629 adding 'snowflake/ml/monitoring/shap.py' 2025-09-19T01:20:40,631 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-09-19T01:20:40,633 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-09-19T01:20:40,634 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-09-19T01:20:40,637 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-09-19T01:20:40,639 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-09-19T01:20:40,640 adding 'snowflake/ml/registry/__init__.py' 2025-09-19T01:20:40,643 adding 'snowflake/ml/registry/registry.py' 2025-09-19T01:20:40,646 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-09-19T01:20:40,648 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-09-19T01:20:40,650 adding 'snowflake/ml/utils/authentication.py' 2025-09-19T01:20:40,652 adding 'snowflake/ml/utils/connection_params.py' 2025-09-19T01:20:40,654 adding 'snowflake/ml/utils/html_utils.py' 2025-09-19T01:20:40,655 adding 'snowflake/ml/utils/sparse.py' 2025-09-19T01:20:40,657 adding 'snowflake/ml/utils/sql_client.py' 2025-09-19T01:20:40,660 adding 'snowflake_ml_python-1.14.0.dist-info/licenses/LICENSE.txt' 2025-09-19T01:20:40,673 adding 'snowflake_ml_python-1.14.0.dist-info/METADATA' 2025-09-19T01:20:40,675 adding 'snowflake_ml_python-1.14.0.dist-info/WHEEL' 2025-09-19T01:20:40,676 adding 'snowflake_ml_python-1.14.0.dist-info/top_level.txt' 2025-09-19T01:20:40,683 adding 'snowflake_ml_python-1.14.0.dist-info/RECORD' 2025-09-19T01:20:40,712 removing build/bdist.linux-armv7l/wheel 2025-09-19T01:20:40,934 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-09-19T01:20:40,981 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.14.0-py3-none-any.whl size=2166693 sha256=3eff78ba6e3c35fbd84b5615ac3c783e7681cf24841ee43dd0b291f3f1fe0976 2025-09-19T01:20:40,982 Stored in directory: /tmp/pip-ephem-wheel-cache-v0g8nf3r/wheels/f5/18/f1/b0e271eadabb1790d69515a0db86acb1574c6aa7fae966005f 2025-09-19T01:20:41,029 Successfully built snowflake-ml-python 2025-09-19T01:20:41,104 Removed build tracker: '/tmp/pip-build-tracker-by06owl3'