2025-09-16T23:25:34,068 Created temporary directory: /tmp/pip-ephem-wheel-cache-5vyu7v_a 2025-09-16T23:25:34,069 Created temporary directory: /tmp/pip-build-tracker-0v38n6bc 2025-09-16T23:25:34,070 Initialized build tracking at /tmp/pip-build-tracker-0v38n6bc 2025-09-16T23:25:34,071 Created build tracker: /tmp/pip-build-tracker-0v38n6bc 2025-09-16T23:25:34,071 Entered build tracker: /tmp/pip-build-tracker-0v38n6bc 2025-09-16T23:25:34,072 Created temporary directory: /tmp/pip-wheel-7l8572rw 2025-09-16T23:25:34,075 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 2025-09-16T23:25:34,077 Created temporary directory: /tmp/pip-ephem-wheel-cache-7gzcsr9p 2025-09-16T23:25:34,101 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-09-16T23:25:34,105 2 location(s) to search for versions of snowflake-ml-python: 2025-09-16T23:25:34,105 * https://pypi.org/simple/snowflake-ml-python/ 2025-09-16T23:25:34,105 * https://www.piwheels.org/simple/snowflake-ml-python/ 2025-09-16T23:25:34,106 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2025-09-16T23:25:34,106 Getting page https://pypi.org/simple/snowflake-ml-python/ 2025-09-16T23:25:34,108 Found index url https://pypi.org/simple 2025-09-16T23:25:34,250 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2025-09-16T23:25:34,264 Skipping link: No binaries permitted for snowflake-ml-python: 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(requires-python:<3.12,>=3.9) 2025-09-16T23:25:34,519 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) 2025-09-16T23:25:34,519 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) 2025-09-16T23:25:34,520 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) 2025-09-16T23:25:34,521 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) 2025-09-16T23:25:34,521 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) 2025-09-16T23:25:34,522 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) 2025-09-16T23:25:34,522 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) 2025-09-16T23:25:34,523 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2025-09-16T23:25:34,523 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2025-09-16T23:25:34,545 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2025-09-16T23:25:34,562 Collecting snowflake-ml-python==1.13.0 2025-09-16T23:25:34,565 Created temporary directory: /tmp/pip-unpack-8f6h42gb 2025-09-16T23:25:34,817 Downloading snowflake_ml_python-1.13.0.tar.gz (1.9 MB) 2025-09-16T23:25:36,401 Added snowflake-ml-python==1.13.0 from https://files.pythonhosted.org/packages/0b/da/62d21698e49767f8e2d86efa064ff0d9d7bdc12367663001c8e5a6c8bdc8/snowflake_ml_python-1.13.0.tar.gz to build tracker '/tmp/pip-build-tracker-0v38n6bc' 2025-09-16T23:25:36,407 Created temporary directory: /tmp/pip-build-env-ae2b258t 2025-09-16T23:25:36,411 Installing build dependencies: started 2025-09-16T23:25:36,412 Running command pip subprocess to install build dependencies 2025-09-16T23:25:37,528 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-09-16T23:25:38,084 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 2025-09-16T23:25:38,107 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-09-16T23:25:39,836 Collecting setuptools>=61.0 2025-09-16T23:25:39,921 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-09-16T23:25:42,926 Installing collected packages: setuptools 2025-09-16T23:25:46,527 Successfully installed setuptools-80.9.0 2025-09-16T23:25:46,789 Installing build dependencies: finished with status 'done' 2025-09-16T23:25:46,795 Getting requirements to build wheel: started 2025-09-16T23:25:46,796 Running command Getting requirements to build wheel 2025-09-16T23:25:47,450 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-09-16T23:25:47,451 !! 2025-09-16T23:25:47,452 ******************************************************************************** 2025-09-16T23:25:47,452 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). 2025-09-16T23:25:47,454 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-09-16T23:25:47,454 or your builds will no longer be supported. 2025-09-16T23:25:47,455 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:47,455 ******************************************************************************** 2025-09-16T23:25:47,456 !! 2025-09-16T23:25:47,456 corresp(dist, value, root_dir) 2025-09-16T23:25:47,553 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-16T23:25:47,553 !! 2025-09-16T23:25:47,554 ******************************************************************************** 2025-09-16T23:25:47,554 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-16T23:25:47,555 License :: OSI Approved :: Apache Software License 2025-09-16T23:25:47,556 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:47,557 ******************************************************************************** 2025-09-16T23:25:47,558 !! 2025-09-16T23:25:47,558 dist._finalize_license_expression() 2025-09-16T23:25:47,574 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-16T23:25:47,574 !! 2025-09-16T23:25:47,576 ******************************************************************************** 2025-09-16T23:25:47,576 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-16T23:25:47,577 License :: OSI Approved :: Apache Software License 2025-09-16T23:25:47,579 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:47,579 ******************************************************************************** 2025-09-16T23:25:47,581 !! 2025-09-16T23:25:47,581 self._finalize_license_expression() 2025-09-16T23:25:47,585 running egg_info 2025-09-16T23:25:47,593 writing snowflake_ml_python.egg-info/PKG-INFO 2025-09-16T23:25:47,616 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-09-16T23:25:47,632 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-09-16T23:25:47,633 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-09-16T23:25:47,833 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:47,858 adding license file 'LICENSE.txt' 2025-09-16T23:25:47,888 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:47,986 Getting requirements to build wheel: finished with status 'done' 2025-09-16T23:25:47,989 Created temporary directory: /tmp/pip-modern-metadata-8dpfg66r 2025-09-16T23:25:47,992 Preparing metadata (pyproject.toml): started 2025-09-16T23:25:47,993 Running command Preparing metadata (pyproject.toml) 2025-09-16T23:25:48,591 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-09-16T23:25:48,591 !! 2025-09-16T23:25:48,593 ******************************************************************************** 2025-09-16T23:25:48,594 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). 2025-09-16T23:25:48,595 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-09-16T23:25:48,596 or your builds will no longer be supported. 2025-09-16T23:25:48,596 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:48,597 ******************************************************************************** 2025-09-16T23:25:48,598 !! 2025-09-16T23:25:48,598 corresp(dist, value, root_dir) 2025-09-16T23:25:48,689 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-16T23:25:48,689 !! 2025-09-16T23:25:48,690 ******************************************************************************** 2025-09-16T23:25:48,691 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-16T23:25:48,692 License :: OSI Approved :: Apache Software License 2025-09-16T23:25:48,693 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:48,693 ******************************************************************************** 2025-09-16T23:25:48,694 !! 2025-09-16T23:25:48,694 dist._finalize_license_expression() 2025-09-16T23:25:48,709 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-16T23:25:48,709 !! 2025-09-16T23:25:48,710 ******************************************************************************** 2025-09-16T23:25:48,711 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-16T23:25:48,712 License :: OSI Approved :: Apache Software License 2025-09-16T23:25:48,713 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:48,714 ******************************************************************************** 2025-09-16T23:25:48,715 !! 2025-09-16T23:25:48,716 self._finalize_license_expression() 2025-09-16T23:25:48,717 running dist_info 2025-09-16T23:25:48,730 creating /tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info 2025-09-16T23:25:48,731 writing /tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/PKG-INFO 2025-09-16T23:25:48,755 writing dependency_links to /tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/dependency_links.txt 2025-09-16T23:25:48,769 writing requirements to /tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/requires.txt 2025-09-16T23:25:48,771 writing top-level names to /tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/top_level.txt 2025-09-16T23:25:48,772 writing manifest file '/tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:48,946 reading manifest file '/tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:48,948 adding license file 'LICENSE.txt' 2025-09-16T23:25:48,970 writing manifest file '/tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:48,972 creating '/tmp/pip-modern-metadata-8dpfg66r/snowflake_ml_python-1.13.0.dist-info' 2025-09-16T23:25:49,098 Preparing metadata (pyproject.toml): finished with status 'done' 2025-09-16T23:25:49,111 Source in /tmp/pip-wheel-7l8572rw/snowflake-ml-python_176733dd2b0c4161b1c918b19e573fbb has version 1.13.0, which satisfies requirement snowflake-ml-python==1.13.0 from https://files.pythonhosted.org/packages/0b/da/62d21698e49767f8e2d86efa064ff0d9d7bdc12367663001c8e5a6c8bdc8/snowflake_ml_python-1.13.0.tar.gz 2025-09-16T23:25:49,112 Removed snowflake-ml-python==1.13.0 from https://files.pythonhosted.org/packages/0b/da/62d21698e49767f8e2d86efa064ff0d9d7bdc12367663001c8e5a6c8bdc8/snowflake_ml_python-1.13.0.tar.gz from build tracker '/tmp/pip-build-tracker-0v38n6bc' 2025-09-16T23:25:49,133 Created temporary directory: /tmp/pip-unpack-th8qlrv4 2025-09-16T23:25:49,134 Building wheels for collected packages: snowflake-ml-python 2025-09-16T23:25:49,138 Created temporary directory: /tmp/pip-wheel-lxlx7dmw 2025-09-16T23:25:49,138 Destination directory: /tmp/pip-wheel-lxlx7dmw 2025-09-16T23:25:49,140 Building wheel for snowflake-ml-python (pyproject.toml): started 2025-09-16T23:25:49,141 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2025-09-16T23:25:49,726 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-09-16T23:25:49,726 !! 2025-09-16T23:25:49,727 ******************************************************************************** 2025-09-16T23:25:49,727 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). 2025-09-16T23:25:49,728 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-09-16T23:25:49,729 or your builds will no longer be supported. 2025-09-16T23:25:49,730 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:49,731 ******************************************************************************** 2025-09-16T23:25:49,732 !! 2025-09-16T23:25:49,732 corresp(dist, value, root_dir) 2025-09-16T23:25:49,815 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-16T23:25:49,816 !! 2025-09-16T23:25:49,817 ******************************************************************************** 2025-09-16T23:25:49,817 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-16T23:25:49,818 License :: OSI Approved :: Apache Software License 2025-09-16T23:25:49,820 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:49,820 ******************************************************************************** 2025-09-16T23:25:49,821 !! 2025-09-16T23:25:49,822 dist._finalize_license_expression() 2025-09-16T23:25:49,834 /tmp/pip-build-env-ae2b258t/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-09-16T23:25:49,835 !! 2025-09-16T23:25:49,836 ******************************************************************************** 2025-09-16T23:25:49,837 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-09-16T23:25:49,838 License :: OSI Approved :: Apache Software License 2025-09-16T23:25:49,839 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-09-16T23:25:49,839 ******************************************************************************** 2025-09-16T23:25:49,841 !! 2025-09-16T23:25:49,841 self._finalize_license_expression() 2025-09-16T23:25:49,842 running bdist_wheel 2025-09-16T23:25:49,857 running build 2025-09-16T23:25:49,857 running build_py 2025-09-16T23:25:49,864 creating build/lib/snowflake/cortex 2025-09-16T23:25:49,867 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,869 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,871 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,874 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,876 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,878 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,880 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,882 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,885 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,887 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,888 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,890 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2025-09-16T23:25:49,892 creating build/lib/snowflake/ml 2025-09-16T23:25:49,893 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2025-09-16T23:25:49,896 creating build/lib/snowflake/ml/monitoring 2025-09-16T23:25:49,897 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2025-09-16T23:25:49,898 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2025-09-16T23:25:49,901 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2025-09-16T23:25:49,903 creating build/lib/snowflake/ml/dataset 2025-09-16T23:25:49,904 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2025-09-16T23:25:49,907 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2025-09-16T23:25:49,908 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2025-09-16T23:25:49,910 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2025-09-16T23:25:49,913 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2025-09-16T23:25:49,916 creating build/lib/snowflake/ml/fileset 2025-09-16T23:25:49,917 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2025-09-16T23:25:49,919 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2025-09-16T23:25:49,922 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2025-09-16T23:25:49,924 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2025-09-16T23:25:49,927 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2025-09-16T23:25:49,930 creating build/lib/snowflake/ml/data 2025-09-16T23:25:49,931 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2025-09-16T23:25:49,933 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2025-09-16T23:25:49,935 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2025-09-16T23:25:49,937 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2025-09-16T23:25:49,940 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2025-09-16T23:25:49,942 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2025-09-16T23:25:49,944 creating build/lib/snowflake/ml/jobs 2025-09-16T23:25:49,945 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2025-09-16T23:25:49,947 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2025-09-16T23:25:49,950 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2025-09-16T23:25:49,953 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2025-09-16T23:25:49,955 creating build/lib/snowflake/ml/model 2025-09-16T23:25:49,956 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,958 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,961 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,963 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,966 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,968 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,970 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,972 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,974 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2025-09-16T23:25:49,977 creating build/lib/snowflake/ml/registry 2025-09-16T23:25:49,978 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2025-09-16T23:25:49,980 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2025-09-16T23:25:49,983 creating build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,984 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,987 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,989 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,991 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,994 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,997 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:49,999 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:50,001 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:50,002 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2025-09-16T23:25:50,005 creating build/lib/snowflake/ml/feature_store 2025-09-16T23:25:50,006 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2025-09-16T23:25:50,010 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2025-09-16T23:25:50,012 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2025-09-16T23:25:50,014 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2025-09-16T23:25:50,017 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2025-09-16T23:25:50,019 creating build/lib/snowflake/ml/experiment 2025-09-16T23:25:50,020 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2025-09-16T23:25:50,022 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2025-09-16T23:25:50,024 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2025-09-16T23:25:50,026 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2025-09-16T23:25:50,029 creating build/lib/snowflake/ml/lineage 2025-09-16T23:25:50,030 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2025-09-16T23:25:50,032 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2025-09-16T23:25:50,034 creating build/lib/snowflake/ml/utils 2025-09-16T23:25:50,035 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2025-09-16T23:25:50,037 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2025-09-16T23:25:50,040 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2025-09-16T23:25:50,042 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2025-09-16T23:25:50,044 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2025-09-16T23:25:50,046 creating build/lib/snowflake/ml/monitoring/_manager 2025-09-16T23:25:50,047 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2025-09-16T23:25:50,050 creating build/lib/snowflake/ml/monitoring/entities 2025-09-16T23:25:50,051 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2025-09-16T23:25:50,053 creating build/lib/snowflake/ml/monitoring/_client 2025-09-16T23:25:50,054 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2025-09-16T23:25:50,058 creating build/lib/snowflake/ml/modeling/neural_network 2025-09-16T23:25:50,059 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-16T23:25:50,062 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-16T23:25:50,064 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-16T23:25:50,068 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2025-09-16T23:25:50,072 creating build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,073 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,077 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,078 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,082 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,085 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,089 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,092 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2025-09-16T23:25:50,096 creating build/lib/snowflake/ml/modeling/framework 2025-09-16T23:25:50,097 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2025-09-16T23:25:50,100 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2025-09-16T23:25:50,103 creating build/lib/snowflake/ml/modeling/impute 2025-09-16T23:25:50,104 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-09-16T23:25:50,107 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-09-16T23:25:50,110 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2025-09-16T23:25:50,114 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2025-09-16T23:25:50,116 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2025-09-16T23:25:50,120 creating build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,121 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,125 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,128 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,131 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,135 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,138 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,140 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,143 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,147 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,150 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,153 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,156 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,159 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,162 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,165 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,168 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,171 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2025-09-16T23:25:50,175 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:50,176 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:50,180 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:50,182 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:50,186 creating build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,187 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,190 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,192 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,195 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,199 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,202 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:50,206 creating build/lib/snowflake/ml/modeling/multiclass 2025-09-16T23:25:50,207 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-16T23:25:50,210 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-16T23:25:50,212 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-16T23:25:50,216 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2025-09-16T23:25:50,220 creating build/lib/snowflake/ml/modeling/manifold 2025-09-16T23:25:50,221 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-16T23:25:50,224 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-16T23:25:50,228 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-16T23:25:50,230 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-16T23:25:50,233 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2025-09-16T23:25:50,237 creating build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,238 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,240 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,242 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,245 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,247 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,249 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,252 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2025-09-16T23:25:50,255 creating build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,256 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,259 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,261 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,265 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,268 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,271 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,274 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,277 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,281 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,284 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2025-09-16T23:25:50,288 creating build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,289 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,292 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,295 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,298 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,300 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,303 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,307 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,310 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,313 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:50,316 creating build/lib/snowflake/ml/modeling/lightgbm 2025-09-16T23:25:50,318 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-09-16T23:25:50,320 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-09-16T23:25:50,323 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2025-09-16T23:25:50,327 creating build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,328 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,332 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,335 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,337 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,340 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,343 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,346 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,349 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,352 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,355 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,358 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,361 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,365 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,368 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2025-09-16T23:25:50,371 creating build/lib/snowflake/ml/modeling/parameters 2025-09-16T23:25:50,372 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2025-09-16T23:25:50,374 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2025-09-16T23:25:50,376 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2025-09-16T23:25:50,378 creating build/lib/snowflake/ml/modeling/pipeline 2025-09-16T23:25:50,379 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2025-09-16T23:25:50,382 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2025-09-16T23:25:50,384 creating build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,385 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,389 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,392 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,396 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,399 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,403 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,406 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,409 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,411 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,415 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,418 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2025-09-16T23:25:50,422 creating build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,423 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,426 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,429 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,433 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,434 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,437 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,440 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,443 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,446 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2025-09-16T23:25:50,450 creating build/lib/snowflake/ml/modeling/model_selection 2025-09-16T23:25:50,451 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2025-09-16T23:25:50,453 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-09-16T23:25:50,456 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2025-09-16T23:25:50,459 creating build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,460 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,462 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,465 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,468 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,470 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,472 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2025-09-16T23:25:50,474 creating build/lib/snowflake/ml/modeling/compose 2025-09-16T23:25:50,475 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2025-09-16T23:25:50,477 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2025-09-16T23:25:50,480 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2025-09-16T23:25:50,484 creating build/lib/snowflake/ml/modeling/mixture 2025-09-16T23:25:50,485 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-09-16T23:25:50,489 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2025-09-16T23:25:50,492 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2025-09-16T23:25:50,495 creating build/lib/snowflake/ml/modeling/kernel_ridge 2025-09-16T23:25:50,496 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-09-16T23:25:50,499 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2025-09-16T23:25:50,502 creating build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,503 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,506 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,508 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,510 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,512 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,514 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,516 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,518 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,522 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,525 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,528 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,532 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:50,535 creating build/lib/snowflake/ml/modeling/calibration 2025-09-16T23:25:50,536 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2025-09-16T23:25:50,538 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2025-09-16T23:25:50,543 creating build/lib/snowflake/ml/modeling/tree 2025-09-16T23:25:50,544 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-09-16T23:25:50,548 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2025-09-16T23:25:50,550 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-09-16T23:25:50,554 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2025-09-16T23:25:50,558 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2025-09-16T23:25:50,562 creating build/lib/snowflake/ml/modeling/xgboost 2025-09-16T23:25:50,564 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-16T23:25:50,568 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-16T23:25:50,573 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-16T23:25:50,575 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-16T23:25:50,579 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2025-09-16T23:25:50,583 creating build/lib/snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:50,584 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:50,587 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:50,590 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:50,593 creating build/lib/snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:50,594 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:50,598 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:50,600 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:50,604 creating build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,605 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,608 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,611 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,614 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,617 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,620 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,623 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,626 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,629 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,632 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,635 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,638 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,641 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,644 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,645 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,648 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,651 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,656 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,659 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,662 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,665 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,669 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,672 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,675 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,678 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,681 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,684 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,688 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,691 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,694 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,697 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,700 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,703 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,706 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,709 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,712 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2025-09-16T23:25:50,716 creating build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,716 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,719 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,723 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,725 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,728 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,731 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:50,734 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-09-16T23:25:50,736 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-09-16T23:25:50,738 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2025-09-16T23:25:50,741 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:50,742 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:50,745 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:50,747 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:50,750 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:50,753 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:50,756 creating build/lib/snowflake/ml/data/_internal 2025-09-16T23:25:50,757 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2025-09-16T23:25:50,760 creating build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,761 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,763 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,765 copying snowflake/ml/jobs/_utils/spec_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,767 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,770 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,771 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,773 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,775 copying snowflake/ml/jobs/_utils/interop_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,777 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,779 copying snowflake/ml/jobs/_utils/function_payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,781 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2025-09-16T23:25:50,783 creating build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:50,784 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:50,786 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:50,789 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:50,790 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:50,793 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:50,795 creating build/lib/snowflake/ml/model/_model_composer 2025-09-16T23:25:50,796 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2025-09-16T23:25:50,799 creating build/lib/snowflake/ml/model/_packager 2025-09-16T23:25:50,800 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2025-09-16T23:25:50,802 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2025-09-16T23:25:50,805 creating build/lib/snowflake/ml/model/models 2025-09-16T23:25:50,806 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2025-09-16T23:25:50,810 creating build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,811 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,813 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,815 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,817 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,819 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,822 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,824 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,827 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,829 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,831 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2025-09-16T23:25:50,834 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-09-16T23:25:50,835 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-09-16T23:25:50,837 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2025-09-16T23:25:50,839 creating build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:50,841 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:50,843 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:50,844 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:50,847 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-09-16T23:25:50,848 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2025-09-16T23:25:50,851 creating build/lib/snowflake/ml/model/_packager/model_runtime 2025-09-16T23:25:50,851 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-09-16T23:25:50,853 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2025-09-16T23:25:50,856 creating build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,857 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,860 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,862 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,865 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,867 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,869 copying snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,872 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,875 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,877 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,879 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,882 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,884 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,887 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,889 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,892 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:50,894 creating build/lib/snowflake/ml/model/_packager/model_task 2025-09-16T23:25:50,895 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2025-09-16T23:25:50,898 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:50,899 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:50,902 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:50,904 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:50,905 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:50,907 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:50,909 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-16T23:25:50,910 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-16T23:25:50,912 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-16T23:25:50,914 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2025-09-16T23:25:50,916 creating build/lib/snowflake/ml/model/_packager/model_env 2025-09-16T23:25:50,917 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2025-09-16T23:25:50,920 creating build/lib/snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:50,921 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:50,923 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:50,925 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:50,928 creating build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,930 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,932 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,935 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,937 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,939 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,941 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2025-09-16T23:25:50,944 creating build/lib/snowflake/ml/model/_client/ops 2025-09-16T23:25:50,945 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-09-16T23:25:50,948 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-09-16T23:25:50,950 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2025-09-16T23:25:50,954 creating build/lib/snowflake/ml/model/_client/model 2025-09-16T23:25:50,955 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-09-16T23:25:50,958 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2025-09-16T23:25:50,961 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2025-09-16T23:25:50,963 creating build/lib/snowflake/ml/model/_client/service 2025-09-16T23:25:50,964 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2025-09-16T23:25:50,967 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2025-09-16T23:25:50,969 creating build/lib/snowflake/ml/registry/_manager 2025-09-16T23:25:50,971 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2025-09-16T23:25:50,973 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2025-09-16T23:25:50,976 creating build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,977 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,979 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,981 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,983 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,985 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,987 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,988 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,990 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,992 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2025-09-16T23:25:50,994 creating build/lib/snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:50,995 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:50,997 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:50,999 creating build/lib/snowflake/ml/_internal/lineage 2025-09-16T23:25:51,000 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2025-09-16T23:25:51,003 creating build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,004 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,007 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,009 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,011 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,013 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,015 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,018 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,020 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,022 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,024 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,026 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,028 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,030 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,033 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,034 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,036 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,038 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2025-09-16T23:25:51,041 creating build/lib/snowflake/ml/feature_store/examples 2025-09-16T23:25:51,042 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2025-09-16T23:25:51,045 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2025-09-16T23:25:51,046 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-09-16T23:25:51,048 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-16T23:25:51,049 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-16T23:25:51,051 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-16T23:25:51,052 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-16T23:25:51,055 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-16T23:25:51,056 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-16T23:25:51,058 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-09-16T23:25:51,059 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-09-16T23:25:51,061 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2025-09-16T23:25:51,063 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-09-16T23:25:51,065 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 2025-09-16T23:25:51,067 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 2025-09-16T23:25:51,069 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-16T23:25:51,070 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-16T23:25:51,072 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-16T23:25:51,075 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-09-16T23:25:51,076 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 2025-09-16T23:25:51,078 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 2025-09-16T23:25:51,080 creating build/lib/snowflake/ml/experiment/_entities 2025-09-16T23:25:51,081 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-16T23:25:51,083 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-16T23:25:51,085 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-16T23:25:51,087 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2025-09-16T23:25:51,089 creating build/lib/snowflake/ml/experiment/callback 2025-09-16T23:25:51,090 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2025-09-16T23:25:51,092 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2025-09-16T23:25:51,094 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2025-09-16T23:25:51,096 creating build/lib/snowflake/ml/experiment/_client 2025-09-16T23:25:51,097 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2025-09-16T23:25:51,099 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2025-09-16T23:25:51,102 running egg_info 2025-09-16T23:25:51,113 writing snowflake_ml_python.egg-info/PKG-INFO 2025-09-16T23:25:51,136 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2025-09-16T23:25:51,150 writing requirements to snowflake_ml_python.egg-info/requires.txt 2025-09-16T23:25:51,151 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2025-09-16T23:25:51,307 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:51,331 adding license file 'LICENSE.txt' 2025-09-16T23:25:51,359 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2025-09-16T23:25:51,490 creating build/lib/snowflake/ml/monitoring/_client/queries 2025-09-16T23:25:51,491 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-09-16T23:25:51,494 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2025-09-16T23:25:51,597 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:51,599 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:51,602 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:51,630 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:51,632 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:51,642 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2025-09-16T23:25:51,645 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-16T23:25:51,648 creating build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:51,649 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:51,651 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:51,653 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:51,655 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:51,658 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:51,660 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-16T23:25:51,663 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-16T23:25:51,726 installing to build/bdist.linux-armv7l/wheel 2025-09-16T23:25:51,726 running install 2025-09-16T23:25:51,749 running install_lib 2025-09-16T23:25:51,755 creating build/bdist.linux-armv7l/wheel 2025-09-16T23:25:51,757 creating build/bdist.linux-armv7l/wheel/snowflake 2025-09-16T23:25:51,759 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2025-09-16T23:25:51,760 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,762 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,764 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,766 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,768 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,770 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,772 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,775 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,777 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,779 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,780 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,782 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2025-09-16T23:25:51,785 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2025-09-16T23:25:51,786 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2025-09-16T23:25:51,788 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-09-16T23:25:51,790 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2025-09-16T23:25:51,791 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2025-09-16T23:25:51,794 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2025-09-16T23:25:51,795 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2025-09-16T23:25:51,798 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2025-09-16T23:25:51,799 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2025-09-16T23:25:51,805 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2025-09-16T23:25:51,806 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-09-16T23:25:51,807 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2025-09-16T23:25:51,809 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-09-16T23:25:51,812 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2025-09-16T23:25:51,814 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2025-09-16T23:25:51,815 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-16T23:25:51,817 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-16T23:25:51,819 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-16T23:25:51,821 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-16T23:25:51,823 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2025-09-16T23:25:51,825 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2025-09-16T23:25:51,828 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2025-09-16T23:25:51,829 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2025-09-16T23:25:51,830 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-16T23:25:51,834 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-16T23:25:51,836 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-16T23:25:51,840 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2025-09-16T23:25:51,844 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2025-09-16T23:25:51,845 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,848 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,849 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,852 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,855 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,858 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,862 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2025-09-16T23:25:51,865 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2025-09-16T23:25:51,866 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-09-16T23:25:51,868 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2025-09-16T23:25:51,872 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2025-09-16T23:25:51,873 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-16T23:25:51,875 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-16T23:25:51,878 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-16T23:25:51,881 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-16T23:25:51,883 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2025-09-16T23:25:51,887 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,888 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,891 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,894 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,897 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,901 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,904 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,905 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,908 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,912 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,915 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,918 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,922 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,925 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,929 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,933 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,937 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,940 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2025-09-16T23:25:51,944 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:51,945 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:51,950 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:51,952 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2025-09-16T23:25:51,956 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,957 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,961 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,963 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,966 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,970 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,973 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2025-09-16T23:25:51,978 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2025-09-16T23:25:51,979 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-16T23:25:51,984 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-16T23:25:51,987 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-16T23:25:51,990 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2025-09-16T23:25:51,995 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2025-09-16T23:25:51,997 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-16T23:25:52,000 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-16T23:25:52,004 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-16T23:25:52,007 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-16T23:25:52,010 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2025-09-16T23:25:52,015 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2025-09-16T23:25:52,016 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,019 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,021 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,024 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,027 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,030 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,033 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2025-09-16T23:25:52,038 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,039 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,044 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,046 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,050 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,054 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,058 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,061 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,066 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,070 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,074 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2025-09-16T23:25:52,078 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,080 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,084 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,087 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,091 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,093 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,097 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,102 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,105 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,110 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2025-09-16T23:25:52,116 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2025-09-16T23:25:52,117 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-09-16T23:25:52,119 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-09-16T23:25:52,123 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2025-09-16T23:25:52,128 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2025-09-16T23:25:52,129 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,133 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,137 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,139 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,143 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,148 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,152 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,156 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,160 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,163 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,166 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,169 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,172 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,175 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2025-09-16T23:25:52,178 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2025-09-16T23:25:52,179 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-09-16T23:25:52,181 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-09-16T23:25:52,183 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2025-09-16T23:25:52,185 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2025-09-16T23:25:52,186 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-09-16T23:25:52,189 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2025-09-16T23:25:52,192 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,193 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,196 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,199 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,203 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,206 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,210 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,213 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,216 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,218 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,221 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,224 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2025-09-16T23:25:52,227 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2025-09-16T23:25:52,228 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,232 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,235 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,238 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,239 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,242 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,245 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,248 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,252 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2025-09-16T23:25:52,255 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2025-09-16T23:25:52,256 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-09-16T23:25:52,258 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-09-16T23:25:52,261 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2025-09-16T23:25:52,265 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2025-09-16T23:25:52,266 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-16T23:25:52,268 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-16T23:25:52,270 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-16T23:25:52,273 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2025-09-16T23:25:52,274 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-09-16T23:25:52,276 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2025-09-16T23:25:52,279 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:52,280 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:52,283 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:52,285 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2025-09-16T23:25:52,288 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 2025-09-16T23:25:52,291 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 2025-09-16T23:25:52,293 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-16T23:25:52,295 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-16T23:25:52,297 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2025-09-16T23:25:52,299 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2025-09-16T23:25:52,300 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-09-16T23:25:52,302 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-09-16T23:25:52,305 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2025-09-16T23:25:52,308 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2025-09-16T23:25:52,309 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-09-16T23:25:52,313 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-09-16T23:25:52,316 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2025-09-16T23:25:52,318 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2025-09-16T23:25:52,319 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-09-16T23:25:52,322 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2025-09-16T23:25:52,325 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,326 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,328 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,331 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,333 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,335 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,337 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,340 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,342 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,345 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,347 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,349 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,353 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2025-09-16T23:25:52,355 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2025-09-16T23:25:52,356 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-09-16T23:25:52,358 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2025-09-16T23:25:52,362 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2025-09-16T23:25:52,362 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-16T23:25:52,365 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-16T23:25:52,367 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-16T23:25:52,370 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-16T23:25:52,373 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2025-09-16T23:25:52,377 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2025-09-16T23:25:52,378 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-16T23:25:52,381 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-16T23:25:52,385 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-16T23:25:52,387 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-16T23:25:52,390 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2025-09-16T23:25:52,394 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:52,395 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:52,398 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:52,401 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2025-09-16T23:25:52,404 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:52,405 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:52,408 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:52,409 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2025-09-16T23:25:52,413 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,414 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,417 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,420 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,423 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,426 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,428 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,431 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,434 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,437 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,440 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,443 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,446 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,449 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,453 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,455 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,458 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,461 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,464 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,467 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,470 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,474 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,478 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,481 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,485 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,488 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,492 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,496 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,499 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,503 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,506 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,510 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,514 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,517 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,521 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,524 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,528 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2025-09-16T23:25:52,532 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,533 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,537 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,541 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,543 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,547 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,551 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2025-09-16T23:25:52,555 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2025-09-16T23:25:52,557 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-16T23:25:52,560 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-16T23:25:52,562 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-16T23:25:52,565 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-16T23:25:52,568 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2025-09-16T23:25:52,571 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2025-09-16T23:25:52,572 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-16T23:25:52,575 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-16T23:25:52,577 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-16T23:25:52,579 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-16T23:25:52,582 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-16T23:25:52,584 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2025-09-16T23:25:52,586 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2025-09-16T23:25:52,587 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2025-09-16T23:25:52,591 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2025-09-16T23:25:52,592 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-16T23:25:52,595 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2025-09-16T23:25:52,597 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:52,598 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:52,601 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:52,603 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:52,605 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:52,608 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2025-09-16T23:25:52,611 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,613 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,615 copying build/lib/snowflake/ml/jobs/_utils/spec_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,618 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,621 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,623 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,625 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,627 copying build/lib/snowflake/ml/jobs/_utils/interop_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,630 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,632 copying build/lib/snowflake/ml/jobs/_utils/function_payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,634 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2025-09-16T23:25:52,636 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-16T23:25:52,639 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-16T23:25:52,642 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2025-09-16T23:25:52,644 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2025-09-16T23:25:52,645 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,647 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,650 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2025-09-16T23:25:52,652 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2025-09-16T23:25:52,655 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2025-09-16T23:25:52,656 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 2025-09-16T23:25:52,658 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 2025-09-16T23:25:52,662 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:52,663 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 2025-09-16T23:25:52,665 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 2025-09-16T23:25:52,667 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 2025-09-16T23:25:52,669 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2025-09-16T23:25:52,671 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 2025-09-16T23:25:52,673 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 2025-09-16T23:25:52,676 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2025-09-16T23:25:52,678 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 2025-09-16T23:25:52,680 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,682 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2025-09-16T23:25:52,684 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2025-09-16T23:25:52,686 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 2025-09-16T23:25:52,688 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2025-09-16T23:25:52,690 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-09-16T23:25:52,694 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,695 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,698 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,700 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,703 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,706 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,708 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,711 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,714 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,717 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,719 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,722 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,724 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,727 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,729 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,732 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2025-09-16T23:25:52,736 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2025-09-16T23:25:52,739 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2025-09-16T23:25:52,741 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2025-09-16T23:25:52,745 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2025-09-16T23:25:52,747 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 2025-09-16T23:25:52,749 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 2025-09-16T23:25:52,752 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 2025-09-16T23:25:52,755 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 2025-09-16T23:25:52,757 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 2025-09-16T23:25:52,760 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2025-09-16T23:25:52,762 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 2025-09-16T23:25:52,765 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 2025-09-16T23:25:52,767 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 2025-09-16T23:25:52,770 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2025-09-16T23:25:52,772 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2025-09-16T23:25:52,776 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:52,778 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:52,781 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:52,784 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2025-09-16T23:25:52,787 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2025-09-16T23:25:52,789 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2025-09-16T23:25:52,792 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,796 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,799 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2025-09-16T23:25:52,801 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2025-09-16T23:25:52,803 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-16T23:25:52,807 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-16T23:25:52,810 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-16T23:25:52,813 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-16T23:25:52,816 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-16T23:25:52,818 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2025-09-16T23:25:52,822 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2025-09-16T23:25:52,824 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-09-16T23:25:52,828 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-09-16T23:25:52,831 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2025-09-16T23:25:52,835 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2025-09-16T23:25:52,836 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-09-16T23:25:52,839 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-09-16T23:25:52,842 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2025-09-16T23:25:52,845 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2025-09-16T23:25:52,846 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-09-16T23:25:52,848 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2025-09-16T23:25:52,850 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,852 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,854 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2025-09-16T23:25:52,855 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,858 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,859 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,861 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,863 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,866 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,868 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,871 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,873 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,875 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2025-09-16T23:25:52,877 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,879 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2025-09-16T23:25:52,883 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2025-09-16T23:25:52,884 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-09-16T23:25:52,886 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2025-09-16T23:25:52,887 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-09-16T23:25:52,890 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2025-09-16T23:25:52,893 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2025-09-16T23:25:52,896 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2025-09-16T23:25:52,897 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,901 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,902 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,904 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,905 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,907 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,909 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,911 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,912 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,914 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,916 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2025-09-16T23:25:52,918 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,920 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,922 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,925 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,927 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,930 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:52,931 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:52,933 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:52,935 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:52,937 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2025-09-16T23:25:52,939 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,941 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,943 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2025-09-16T23:25:52,944 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2025-09-16T23:25:52,947 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2025-09-16T23:25:52,948 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,950 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,952 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,955 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,956 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,958 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,961 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,963 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,965 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,967 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,969 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,971 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,974 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,976 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,978 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,980 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,982 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2025-09-16T23:25:52,984 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2025-09-16T23:25:52,987 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2025-09-16T23:25:52,988 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-16T23:25:52,994 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-16T23:25:52,996 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-16T23:25:52,998 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-16T23:25:53,002 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2025-09-16T23:25:53,003 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2025-09-16T23:25:53,005 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2025-09-16T23:25:53,006 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 2025-09-16T23:25:53,008 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 2025-09-16T23:25:53,010 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-09-16T23:25:53,012 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2025-09-16T23:25:53,014 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2025-09-16T23:25:53,015 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2025-09-16T23:25:53,016 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 2025-09-16T23:25:53,018 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 2025-09-16T23:25:53,020 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 2025-09-16T23:25:53,022 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 2025-09-16T23:25:53,024 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2025-09-16T23:25:53,027 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:53,028 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 2025-09-16T23:25:53,030 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 2025-09-16T23:25:53,031 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 2025-09-16T23:25:53,033 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2025-09-16T23:25:53,035 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 2025-09-16T23:25:53,037 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2025-09-16T23:25:53,039 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2025-09-16T23:25:53,040 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 2025-09-16T23:25:53,042 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 2025-09-16T23:25:53,044 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 2025-09-16T23:25:53,045 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 2025-09-16T23:25:53,048 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2025-09-16T23:25:53,049 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2025-09-16T23:25:53,050 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 2025-09-16T23:25:53,052 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 2025-09-16T23:25:53,054 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 2025-09-16T23:25:53,056 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 2025-09-16T23:25:53,057 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2025-09-16T23:25:53,060 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2025-09-16T23:25:53,061 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2025-09-16T23:25:53,063 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-16T23:25:53,064 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-16T23:25:53,066 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-16T23:25:53,068 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2025-09-16T23:25:53,070 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-16T23:25:53,072 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2025-09-16T23:25:53,073 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-09-16T23:25:53,075 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-09-16T23:25:53,077 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2025-09-16T23:25:53,079 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-16T23:25:53,081 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-16T23:25:53,082 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2025-09-16T23:25:53,085 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2025-09-16T23:25:53,086 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-09-16T23:25:53,089 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2025-09-16T23:25:53,091 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2025-09-16T23:25:53,093 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-09-16T23:25:53,095 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2025-09-16T23:25:53,097 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2025-09-16T23:25:53,098 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-16T23:25:53,100 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-16T23:25:53,102 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-16T23:25:53,104 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-16T23:25:53,106 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2025-09-16T23:25:53,108 running install_egg_info 2025-09-16T23:25:53,113 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.13.0-py3.11.egg-info 2025-09-16T23:25:53,126 running install_scripts 2025-09-16T23:25:53,137 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.13.0.dist-info/WHEEL 2025-09-16T23:25:53,140 creating '/tmp/pip-wheel-lxlx7dmw/.tmp-7d7f_b_7/snowflake_ml_python-1.13.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-09-16T23:25:53,142 adding 'snowflake/cortex/__init__.py' 2025-09-16T23:25:53,144 adding 'snowflake/cortex/_classify_text.py' 2025-09-16T23:25:53,146 adding 'snowflake/cortex/_complete.py' 2025-09-16T23:25:53,148 adding 'snowflake/cortex/_embed_text_1024.py' 2025-09-16T23:25:53,149 adding 'snowflake/cortex/_embed_text_768.py' 2025-09-16T23:25:53,150 adding 'snowflake/cortex/_extract_answer.py' 2025-09-16T23:25:53,152 adding 'snowflake/cortex/_finetune.py' 2025-09-16T23:25:53,153 adding 'snowflake/cortex/_sentiment.py' 2025-09-16T23:25:53,155 adding 'snowflake/cortex/_sse_client.py' 2025-09-16T23:25:53,156 adding 'snowflake/cortex/_summarize.py' 2025-09-16T23:25:53,157 adding 'snowflake/cortex/_translate.py' 2025-09-16T23:25:53,159 adding 'snowflake/cortex/_util.py' 2025-09-16T23:25:53,161 adding 'snowflake/ml/version.py' 2025-09-16T23:25:53,162 adding 'snowflake/ml/_internal/env.py' 2025-09-16T23:25:53,166 adding 'snowflake/ml/_internal/env_utils.py' 2025-09-16T23:25:53,168 adding 'snowflake/ml/_internal/file_utils.py' 2025-09-16T23:25:53,170 adding 'snowflake/ml/_internal/init_utils.py' 2025-09-16T23:25:53,171 adding 'snowflake/ml/_internal/migrator_utils.py' 2025-09-16T23:25:53,173 adding 'snowflake/ml/_internal/platform_capabilities.py' 2025-09-16T23:25:53,174 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2025-09-16T23:25:53,177 adding 'snowflake/ml/_internal/telemetry.py' 2025-09-16T23:25:53,179 adding 'snowflake/ml/_internal/type_utils.py' 2025-09-16T23:25:53,181 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2025-09-16T23:25:53,182 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2025-09-16T23:25:53,184 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2025-09-16T23:25:53,185 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2025-09-16T23:25:53,186 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2025-09-16T23:25:53,187 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2025-09-16T23:25:53,188 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2025-09-16T23:25:53,190 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2025-09-16T23:25:53,191 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2025-09-16T23:25:53,192 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2025-09-16T23:25:53,194 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2025-09-16T23:25:53,195 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2025-09-16T23:25:53,196 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2025-09-16T23:25:53,198 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2025-09-16T23:25:53,201 adding 'snowflake/ml/_internal/utils/connection_params.py' 2025-09-16T23:25:53,202 adding 'snowflake/ml/_internal/utils/db_utils.py' 2025-09-16T23:25:53,203 adding 'snowflake/ml/_internal/utils/formatting.py' 2025-09-16T23:25:53,205 adding 'snowflake/ml/_internal/utils/identifier.py' 2025-09-16T23:25:53,206 adding 'snowflake/ml/_internal/utils/import_utils.py' 2025-09-16T23:25:53,208 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2025-09-16T23:25:53,209 adding 'snowflake/ml/_internal/utils/mixins.py' 2025-09-16T23:25:53,210 adding 'snowflake/ml/_internal/utils/parallelize.py' 2025-09-16T23:25:53,212 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2025-09-16T23:25:53,213 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2025-09-16T23:25:53,215 adding 'snowflake/ml/_internal/utils/result.py' 2025-09-16T23:25:53,216 adding 'snowflake/ml/_internal/utils/service_logger.py' 2025-09-16T23:25:53,218 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2025-09-16T23:25:53,219 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2025-09-16T23:25:53,221 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2025-09-16T23:25:53,222 adding 'snowflake/ml/_internal/utils/table_manager.py' 2025-09-16T23:25:53,224 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2025-09-16T23:25:53,225 adding 'snowflake/ml/data/__init__.py' 2025-09-16T23:25:53,227 adding 'snowflake/ml/data/data_connector.py' 2025-09-16T23:25:53,228 adding 'snowflake/ml/data/data_ingestor.py' 2025-09-16T23:25:53,229 adding 'snowflake/ml/data/data_source.py' 2025-09-16T23:25:53,231 adding 'snowflake/ml/data/ingestor_utils.py' 2025-09-16T23:25:53,232 adding 'snowflake/ml/data/torch_utils.py' 2025-09-16T23:25:53,235 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2025-09-16T23:25:53,236 adding 'snowflake/ml/dataset/__init__.py' 2025-09-16T23:25:53,239 adding 'snowflake/ml/dataset/dataset.py' 2025-09-16T23:25:53,241 adding 'snowflake/ml/dataset/dataset_factory.py' 2025-09-16T23:25:53,242 adding 'snowflake/ml/dataset/dataset_metadata.py' 2025-09-16T23:25:53,244 adding 'snowflake/ml/dataset/dataset_reader.py' 2025-09-16T23:25:53,246 adding 'snowflake/ml/experiment/__init__.py' 2025-09-16T23:25:53,247 adding 'snowflake/ml/experiment/_experiment_info.py' 2025-09-16T23:25:53,249 adding 'snowflake/ml/experiment/experiment_tracking.py' 2025-09-16T23:25:53,251 adding 'snowflake/ml/experiment/utils.py' 2025-09-16T23:25:53,253 adding 'snowflake/ml/experiment/_client/artifact.py' 2025-09-16T23:25:53,255 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2025-09-16T23:25:53,257 adding 'snowflake/ml/experiment/_entities/__init__.py' 2025-09-16T23:25:53,258 adding 'snowflake/ml/experiment/_entities/experiment.py' 2025-09-16T23:25:53,260 adding 'snowflake/ml/experiment/_entities/run.py' 2025-09-16T23:25:53,261 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2025-09-16T23:25:53,264 adding 'snowflake/ml/experiment/callback/keras.py' 2025-09-16T23:25:53,265 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2025-09-16T23:25:53,267 adding 'snowflake/ml/experiment/callback/xgboost.py' 2025-09-16T23:25:53,269 adding 'snowflake/ml/feature_store/__init__.py' 2025-09-16T23:25:53,271 adding 'snowflake/ml/feature_store/access_manager.py' 2025-09-16T23:25:53,273 adding 'snowflake/ml/feature_store/entity.py' 2025-09-16T23:25:53,287 adding 'snowflake/ml/feature_store/feature_store.py' 2025-09-16T23:25:53,292 adding 'snowflake/ml/feature_store/feature_view.py' 2025-09-16T23:25:53,295 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2025-09-16T23:25:53,297 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2025-09-16T23:25:53,298 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2025-09-16T23:25:53,300 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2025-09-16T23:25:53,301 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2025-09-16T23:25:53,303 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2025-09-16T23:25:53,304 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2025-09-16T23:25:53,306 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2025-09-16T23:25:53,307 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2025-09-16T23:25:53,309 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2025-09-16T23:25:53,310 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2025-09-16T23:25:53,312 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2025-09-16T23:25:53,313 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2025-09-16T23:25:53,315 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2025-09-16T23:25:53,316 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2025-09-16T23:25:53,317 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2025-09-16T23:25:53,319 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2025-09-16T23:25:53,320 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2025-09-16T23:25:53,322 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2025-09-16T23:25:53,323 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2025-09-16T23:25:53,325 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2025-09-16T23:25:53,326 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2025-09-16T23:25:53,328 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2025-09-16T23:25:53,331 adding 'snowflake/ml/fileset/fileset.py' 2025-09-16T23:25:53,334 adding 'snowflake/ml/fileset/sfcfs.py' 2025-09-16T23:25:53,335 adding 'snowflake/ml/fileset/snowfs.py' 2025-09-16T23:25:53,338 adding 'snowflake/ml/fileset/stage_fs.py' 2025-09-16T23:25:53,340 adding 'snowflake/ml/jobs/__init__.py' 2025-09-16T23:25:53,341 adding 'snowflake/ml/jobs/decorators.py' 2025-09-16T23:25:53,344 adding 'snowflake/ml/jobs/job.py' 2025-09-16T23:25:53,347 adding 'snowflake/ml/jobs/manager.py' 2025-09-16T23:25:53,349 adding 'snowflake/ml/jobs/_utils/__init__.py' 2025-09-16T23:25:53,350 adding 'snowflake/ml/jobs/_utils/constants.py' 2025-09-16T23:25:53,351 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2025-09-16T23:25:53,353 adding 'snowflake/ml/jobs/_utils/function_payload_utils.py' 2025-09-16T23:25:53,356 adding 'snowflake/ml/jobs/_utils/interop_utils.py' 2025-09-16T23:25:53,359 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2025-09-16T23:25:53,361 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2025-09-16T23:25:53,362 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2025-09-16T23:25:53,364 adding 'snowflake/ml/jobs/_utils/spec_utils.py' 2025-09-16T23:25:53,366 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2025-09-16T23:25:53,367 adding 'snowflake/ml/jobs/_utils/types.py' 2025-09-16T23:25:53,369 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2025-09-16T23:25:53,371 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2025-09-16T23:25:53,373 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2025-09-16T23:25:53,375 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2025-09-16T23:25:53,377 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2025-09-16T23:25:53,378 adding 'snowflake/ml/lineage/__init__.py' 2025-09-16T23:25:53,380 adding 'snowflake/ml/lineage/lineage_node.py' 2025-09-16T23:25:53,382 adding 'snowflake/ml/model/__init__.py' 2025-09-16T23:25:53,384 adding 'snowflake/ml/model/custom_model.py' 2025-09-16T23:25:53,385 adding 'snowflake/ml/model/event_handler.py' 2025-09-16T23:25:53,386 adding 'snowflake/ml/model/inference_engine.py' 2025-09-16T23:25:53,389 adding 'snowflake/ml/model/model_signature.py' 2025-09-16T23:25:53,390 adding 'snowflake/ml/model/openai_signatures.py' 2025-09-16T23:25:53,392 adding 'snowflake/ml/model/target_platform.py' 2025-09-16T23:25:53,393 adding 'snowflake/ml/model/task.py' 2025-09-16T23:25:53,394 adding 'snowflake/ml/model/type_hints.py' 2025-09-16T23:25:53,396 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2025-09-16T23:25:53,398 adding 'snowflake/ml/model/_client/model/model_impl.py' 2025-09-16T23:25:53,403 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2025-09-16T23:25:53,405 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2025-09-16T23:25:53,409 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2025-09-16T23:25:53,413 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2025-09-16T23:25:53,416 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2025-09-16T23:25:53,418 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2025-09-16T23:25:53,419 adding 'snowflake/ml/model/_client/sql/_base.py' 2025-09-16T23:25:53,421 adding 'snowflake/ml/model/_client/sql/model.py' 2025-09-16T23:25:53,423 adding 'snowflake/ml/model/_client/sql/model_version.py' 2025-09-16T23:25:53,425 adding 'snowflake/ml/model/_client/sql/service.py' 2025-09-16T23:25:53,426 adding 'snowflake/ml/model/_client/sql/stage.py' 2025-09-16T23:25:53,427 adding 'snowflake/ml/model/_client/sql/tag.py' 2025-09-16T23:25:53,429 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2025-09-16T23:25:53,432 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2025-09-16T23:25:53,433 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2025-09-16T23:25:53,435 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2025-09-16T23:25:53,436 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2025-09-16T23:25:53,437 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2025-09-16T23:25:53,438 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2025-09-16T23:25:53,440 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2025-09-16T23:25:53,441 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2025-09-16T23:25:53,443 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2025-09-16T23:25:53,445 adding 'snowflake/ml/model/_packager/model_handler.py' 2025-09-16T23:25:53,447 adding 'snowflake/ml/model/_packager/model_packager.py' 2025-09-16T23:25:53,450 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2025-09-16T23:25:53,452 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2025-09-16T23:25:53,454 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2025-09-16T23:25:53,456 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2025-09-16T23:25:53,458 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2025-09-16T23:25:53,462 adding 'snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py' 2025-09-16T23:25:53,463 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2025-09-16T23:25:53,465 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2025-09-16T23:25:53,467 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2025-09-16T23:25:53,469 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2025-09-16T23:25:53,471 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2025-09-16T23:25:53,473 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2025-09-16T23:25:53,476 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2025-09-16T23:25:53,477 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2025-09-16T23:25:53,479 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2025-09-16T23:25:53,481 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2025-09-16T23:25:53,483 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2025-09-16T23:25:53,484 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2025-09-16T23:25:53,485 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2025-09-16T23:25:53,486 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2025-09-16T23:25:53,487 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2025-09-16T23:25:53,489 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2025-09-16T23:25:53,492 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2025-09-16T23:25:53,493 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2025-09-16T23:25:53,495 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2025-09-16T23:25:53,496 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2025-09-16T23:25:53,497 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2025-09-16T23:25:53,500 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2025-09-16T23:25:53,501 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2025-09-16T23:25:53,503 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2025-09-16T23:25:53,507 adding 'snowflake/ml/model/_signatures/base_handler.py' 2025-09-16T23:25:53,510 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2025-09-16T23:25:53,515 adding 'snowflake/ml/model/_signatures/core.py' 2025-09-16T23:25:53,518 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2025-09-16T23:25:53,519 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2025-09-16T23:25:53,521 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2025-09-16T23:25:53,522 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2025-09-16T23:25:53,524 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2025-09-16T23:25:53,525 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2025-09-16T23:25:53,528 adding 'snowflake/ml/model/_signatures/utils.py' 2025-09-16T23:25:53,536 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2025-09-16T23:25:53,540 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2025-09-16T23:25:53,543 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2025-09-16T23:25:53,546 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2025-09-16T23:25:53,548 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2025-09-16T23:25:53,549 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2025-09-16T23:25:53,551 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2025-09-16T23:25:53,554 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2025-09-16T23:25:53,556 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2025-09-16T23:25:53,561 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2025-09-16T23:25:53,563 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2025-09-16T23:25:53,565 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2025-09-16T23:25:53,569 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2025-09-16T23:25:53,571 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2025-09-16T23:25:53,573 adding 'snowflake/ml/modeling/calibration/__init__.py' 2025-09-16T23:25:53,578 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2025-09-16T23:25:53,580 adding 'snowflake/ml/modeling/cluster/__init__.py' 2025-09-16T23:25:53,584 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2025-09-16T23:25:53,589 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2025-09-16T23:25:53,593 adding 'snowflake/ml/modeling/cluster/birch.py' 2025-09-16T23:25:53,598 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2025-09-16T23:25:53,603 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2025-09-16T23:25:53,608 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2025-09-16T23:25:53,613 adding 'snowflake/ml/modeling/cluster/k_means.py' 2025-09-16T23:25:53,618 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2025-09-16T23:25:53,623 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2025-09-16T23:25:53,628 adding 'snowflake/ml/modeling/cluster/optics.py' 2025-09-16T23:25:53,632 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2025-09-16T23:25:53,637 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2025-09-16T23:25:53,642 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2025-09-16T23:25:53,644 adding 'snowflake/ml/modeling/compose/__init__.py' 2025-09-16T23:25:53,648 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2025-09-16T23:25:53,653 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2025-09-16T23:25:53,655 adding 'snowflake/ml/modeling/covariance/__init__.py' 2025-09-16T23:25:53,659 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2025-09-16T23:25:53,663 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2025-09-16T23:25:53,668 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2025-09-16T23:25:53,673 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2025-09-16T23:25:53,677 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2025-09-16T23:25:53,682 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2025-09-16T23:25:53,686 adding 'snowflake/ml/modeling/covariance/oas.py' 2025-09-16T23:25:53,690 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2025-09-16T23:25:53,693 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2025-09-16T23:25:53,697 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2025-09-16T23:25:53,702 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2025-09-16T23:25:53,707 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2025-09-16T23:25:53,711 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2025-09-16T23:25:53,716 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2025-09-16T23:25:53,721 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2025-09-16T23:25:53,726 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2025-09-16T23:25:53,731 adding 'snowflake/ml/modeling/decomposition/pca.py' 2025-09-16T23:25:53,735 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2025-09-16T23:25:53,740 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2025-09-16T23:25:53,742 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2025-09-16T23:25:53,746 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2025-09-16T23:25:53,751 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2025-09-16T23:25:53,753 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2025-09-16T23:25:53,757 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2025-09-16T23:25:53,762 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2025-09-16T23:25:53,767 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2025-09-16T23:25:53,772 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2025-09-16T23:25:53,777 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2025-09-16T23:25:53,783 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2025-09-16T23:25:53,788 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2025-09-16T23:25:53,794 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2025-09-16T23:25:53,799 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2025-09-16T23:25:53,805 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2025-09-16T23:25:53,809 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2025-09-16T23:25:53,815 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2025-09-16T23:25:53,820 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2025-09-16T23:25:53,825 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2025-09-16T23:25:53,830 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2025-09-16T23:25:53,834 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2025-09-16T23:25:53,836 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2025-09-16T23:25:53,841 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2025-09-16T23:25:53,845 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2025-09-16T23:25:53,849 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2025-09-16T23:25:53,854 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2025-09-16T23:25:53,858 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2025-09-16T23:25:53,863 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2025-09-16T23:25:53,867 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2025-09-16T23:25:53,872 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2025-09-16T23:25:53,874 adding 'snowflake/ml/modeling/framework/_utils.py' 2025-09-16T23:25:53,878 adding 'snowflake/ml/modeling/framework/base.py' 2025-09-16T23:25:53,880 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2025-09-16T23:25:53,885 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2025-09-16T23:25:53,890 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2025-09-16T23:25:53,891 adding 'snowflake/ml/modeling/impute/__init__.py' 2025-09-16T23:25:53,896 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2025-09-16T23:25:53,901 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2025-09-16T23:25:53,906 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2025-09-16T23:25:53,908 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2025-09-16T23:25:53,910 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2025-09-16T23:25:53,914 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2025-09-16T23:25:53,919 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2025-09-16T23:25:53,924 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2025-09-16T23:25:53,928 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2025-09-16T23:25:53,932 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2025-09-16T23:25:53,934 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2025-09-16T23:25:53,939 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2025-09-16T23:25:53,941 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2025-09-16T23:25:53,945 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2025-09-16T23:25:53,949 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2025-09-16T23:25:53,952 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2025-09-16T23:25:53,956 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2025-09-16T23:25:53,961 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2025-09-16T23:25:53,966 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2025-09-16T23:25:53,970 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2025-09-16T23:25:53,975 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2025-09-16T23:25:53,979 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2025-09-16T23:25:53,984 adding 'snowflake/ml/modeling/linear_model/lars.py' 2025-09-16T23:25:53,989 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2025-09-16T23:25:53,993 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2025-09-16T23:25:53,998 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2025-09-16T23:25:54,003 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2025-09-16T23:25:54,008 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2025-09-16T23:25:54,012 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2025-09-16T23:25:54,017 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2025-09-16T23:25:54,022 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2025-09-16T23:25:54,027 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2025-09-16T23:25:54,032 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2025-09-16T23:25:54,037 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2025-09-16T23:25:54,041 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2025-09-16T23:25:54,046 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2025-09-16T23:25:54,051 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2025-09-16T23:25:54,055 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2025-09-16T23:25:54,060 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2025-09-16T23:25:54,065 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2025-09-16T23:25:54,070 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2025-09-16T23:25:54,075 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2025-09-16T23:25:54,080 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2025-09-16T23:25:54,085 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2025-09-16T23:25:54,089 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2025-09-16T23:25:54,094 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2025-09-16T23:25:54,100 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2025-09-16T23:25:54,104 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2025-09-16T23:25:54,110 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2025-09-16T23:25:54,114 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2025-09-16T23:25:54,119 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2025-09-16T23:25:54,121 adding 'snowflake/ml/modeling/manifold/__init__.py' 2025-09-16T23:25:54,125 adding 'snowflake/ml/modeling/manifold/isomap.py' 2025-09-16T23:25:54,130 adding 'snowflake/ml/modeling/manifold/mds.py' 2025-09-16T23:25:54,135 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2025-09-16T23:25:54,140 adding 'snowflake/ml/modeling/manifold/tsne.py' 2025-09-16T23:25:54,142 adding 'snowflake/ml/modeling/metrics/__init__.py' 2025-09-16T23:25:54,149 adding 'snowflake/ml/modeling/metrics/classification.py' 2025-09-16T23:25:54,151 adding 'snowflake/ml/modeling/metrics/correlation.py' 2025-09-16T23:25:54,152 adding 'snowflake/ml/modeling/metrics/covariance.py' 2025-09-16T23:25:54,154 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2025-09-16T23:25:54,157 adding 'snowflake/ml/modeling/metrics/ranking.py' 2025-09-16T23:25:54,159 adding 'snowflake/ml/modeling/metrics/regression.py' 2025-09-16T23:25:54,161 adding 'snowflake/ml/modeling/mixture/__init__.py' 2025-09-16T23:25:54,166 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2025-09-16T23:25:54,171 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2025-09-16T23:25:54,173 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2025-09-16T23:25:54,177 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2025-09-16T23:25:54,180 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2025-09-16T23:25:54,182 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2025-09-16T23:25:54,186 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2025-09-16T23:25:54,191 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2025-09-16T23:25:54,196 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2025-09-16T23:25:54,198 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2025-09-16T23:25:54,202 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2025-09-16T23:25:54,207 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2025-09-16T23:25:54,211 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2025-09-16T23:25:54,216 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2025-09-16T23:25:54,220 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2025-09-16T23:25:54,222 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2025-09-16T23:25:54,227 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2025-09-16T23:25:54,232 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2025-09-16T23:25:54,237 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2025-09-16T23:25:54,242 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2025-09-16T23:25:54,246 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2025-09-16T23:25:54,251 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2025-09-16T23:25:54,256 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2025-09-16T23:25:54,261 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2025-09-16T23:25:54,266 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2025-09-16T23:25:54,268 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2025-09-16T23:25:54,273 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2025-09-16T23:25:54,278 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2025-09-16T23:25:54,283 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2025-09-16T23:25:54,285 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2025-09-16T23:25:54,287 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2025-09-16T23:25:54,288 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2025-09-16T23:25:54,289 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2025-09-16T23:25:54,294 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2025-09-16T23:25:54,296 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2025-09-16T23:25:54,297 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2025-09-16T23:25:54,300 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2025-09-16T23:25:54,302 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2025-09-16T23:25:54,304 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2025-09-16T23:25:54,306 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2025-09-16T23:25:54,308 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2025-09-16T23:25:54,316 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2025-09-16T23:25:54,320 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2025-09-16T23:25:54,324 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2025-09-16T23:25:54,327 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2025-09-16T23:25:54,329 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2025-09-16T23:25:54,330 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2025-09-16T23:25:54,335 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2025-09-16T23:25:54,339 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2025-09-16T23:25:54,341 adding 'snowflake/ml/modeling/svm/__init__.py' 2025-09-16T23:25:54,346 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2025-09-16T23:25:54,351 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2025-09-16T23:25:54,355 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2025-09-16T23:25:54,360 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2025-09-16T23:25:54,365 adding 'snowflake/ml/modeling/svm/svc.py' 2025-09-16T23:25:54,370 adding 'snowflake/ml/modeling/svm/svr.py' 2025-09-16T23:25:54,371 adding 'snowflake/ml/modeling/tree/__init__.py' 2025-09-16T23:25:54,376 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2025-09-16T23:25:54,381 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2025-09-16T23:25:54,387 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2025-09-16T23:25:54,392 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2025-09-16T23:25:54,393 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2025-09-16T23:25:54,399 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2025-09-16T23:25:54,405 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2025-09-16T23:25:54,411 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2025-09-16T23:25:54,417 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2025-09-16T23:25:54,420 adding 'snowflake/ml/monitoring/explain_visualize.py' 2025-09-16T23:25:54,421 adding 'snowflake/ml/monitoring/model_monitor.py' 2025-09-16T23:25:54,423 adding 'snowflake/ml/monitoring/shap.py' 2025-09-16T23:25:54,425 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2025-09-16T23:25:54,427 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2025-09-16T23:25:54,428 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2025-09-16T23:25:54,430 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2025-09-16T23:25:54,432 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2025-09-16T23:25:54,434 adding 'snowflake/ml/registry/__init__.py' 2025-09-16T23:25:54,436 adding 'snowflake/ml/registry/registry.py' 2025-09-16T23:25:54,439 adding 'snowflake/ml/registry/_manager/model_manager.py' 2025-09-16T23:25:54,441 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2025-09-16T23:25:54,443 adding 'snowflake/ml/utils/authentication.py' 2025-09-16T23:25:54,445 adding 'snowflake/ml/utils/connection_params.py' 2025-09-16T23:25:54,446 adding 'snowflake/ml/utils/html_utils.py' 2025-09-16T23:25:54,448 adding 'snowflake/ml/utils/sparse.py' 2025-09-16T23:25:54,449 adding 'snowflake/ml/utils/sql_client.py' 2025-09-16T23:25:54,452 adding 'snowflake_ml_python-1.13.0.dist-info/licenses/LICENSE.txt' 2025-09-16T23:25:54,466 adding 'snowflake_ml_python-1.13.0.dist-info/METADATA' 2025-09-16T23:25:54,467 adding 'snowflake_ml_python-1.13.0.dist-info/WHEEL' 2025-09-16T23:25:54,468 adding 'snowflake_ml_python-1.13.0.dist-info/top_level.txt' 2025-09-16T23:25:54,475 adding 'snowflake_ml_python-1.13.0.dist-info/RECORD' 2025-09-16T23:25:54,502 removing build/bdist.linux-armv7l/wheel 2025-09-16T23:25:54,723 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2025-09-16T23:25:54,770 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.13.0-py3-none-any.whl size=2165983 sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 2025-09-16T23:25:54,771 Stored in directory: /tmp/pip-ephem-wheel-cache-7gzcsr9p/wheels/e4/9e/0b/4b40cae53ce14965daaf2acc76ea8fffcd4d83d3160000503c 2025-09-16T23:25:54,818 Successfully built snowflake-ml-python 2025-09-16T23:25:54,869 Removed build tracker: '/tmp/pip-build-tracker-0v38n6bc'