2026-03-13T18:37:11,755 Created temporary directory: /tmp/pip-ephem-wheel-cache-6mn7id51 2026-03-13T18:37:11,757 Created temporary directory: /tmp/pip-build-tracker-0vh0ykvd 2026-03-13T18:37:11,757 Initialized build tracking at /tmp/pip-build-tracker-0vh0ykvd 2026-03-13T18:37:11,758 Created build tracker: /tmp/pip-build-tracker-0vh0ykvd 2026-03-13T18:37:11,758 Entered build tracker: /tmp/pip-build-tracker-0vh0ykvd 2026-03-13T18:37:11,759 Created temporary directory: /tmp/pip-wheel-dfvo8nn3 2026-03-13T18:37:11,762 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-13T18:37:11,765 Created temporary directory: /tmp/pip-ephem-wheel-cache-wj_aig9o 2026-03-13T18:37:11,786 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-13T18:37:11,790 2 location(s) to search for versions of snowflake-ml-python: 2026-03-13T18:37:11,790 * https://pypi.org/simple/snowflake-ml-python/ 2026-03-13T18:37:11,790 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-13T18:37:11,791 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-03-13T18:37:11,791 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-03-13T18:37:11,793 Found index url https://pypi.org/simple 2026-03-13T18:37:11,946 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-03-13T18:37:11,967 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/12/da/9cb8aae0d3445989c1cfbe04d48d1609ef7a486e0de114850e75976a6190/snowflake_ml_python-1.0.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,968 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/59/d0/e242d23e4dbdd3140d5a2692b5cdf9853095245d2ad48b78b876d97912c5/snowflake_ml_python-1.0.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,968 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/c4/80/64146ccbdceb7dcea147081000d91ccd0a9251cd03bc36d4138994d8963d/snowflake_ml_python-1.0.3-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,969 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/f5/1f/0cf2975ae111ef7a488d965eea06cfa00ace8f58228fee6426ca5e973126/snowflake_ml_python-1.0.4-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,970 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/c8/00/697db62cc1d476730a5492c626e72efc7c5f92213a474a4ff7e7206b6545/snowflake_ml_python-1.0.5-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,971 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/3e/05/822b180309eb0d24bff049521e4239748f5fec07ba01761c3a785b5e04fe/snowflake_ml_python-1.0.6-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,971 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/a3/21/18b911db0b94cf4642bb40bda6fc49e8c81cf1ee8b2c61af1920a4432385/snowflake_ml_python-1.0.7-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,972 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/05/1f/738b02586c868aed616def737786b5849fe7b7475cfc6e3ee2f1c6badacc/snowflake_ml_python-1.0.8-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,973 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/22/f4/c17c0244d0221c698ed63a690905e3edb3aca1d9deada111488b8f41c730/snowflake_ml_python-1.0.9-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,973 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/cd/e2/aaa6425dab3f0a6908cfd62bd6d3ba9021eec5a2c9e34dbeee30b0f2bad0/snowflake_ml_python-1.0.10-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,974 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/06/10/ae953f9fa88722e29cdf2dce1a811afedc32fb2af2878a11373e78de62a1/snowflake_ml_python-1.0.11-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,974 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/f4/20/aa43e61bf601a06b9b24b501ba9c6ac0bd9ebbc6d3679c6c597583518e25/snowflake_ml_python-1.0.12-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,975 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/39/c9/a8cd8f0742c6d682817d9b39bf0ae4c564a8c4b774f5642f68cb69828ffc/snowflake_ml_python-1.1.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,976 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/51/72/e84a68e53a1cad8e9549ea8db0028bb4b8c84ca0a884c0bfadd0619cf76c/snowflake_ml_python-1.1.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,976 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/1d/45/005755a45adc65db2c90167809cacb9078f31827cca348224cfd0d348536/snowflake_ml_python-1.1.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,977 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/7b/63/3b4ffe11682941dc3e362e3eb2d7ad7cb0ec871f215354294416ba6c31a7/snowflake_ml_python-1.2.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:>=3.8,<4) 2026-03-13T18:37:11,978 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ed/1f/7bc9947289c05ea23522906a789ac947f3f89bd929b1d3313c7e3dd79845/snowflake_ml_python-1.2.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<4,>=3.8) 2026-03-13T18:37:11,978 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ac/71/24d47ff4f5c8967e4c080d9c1c1326ab7be148c8b2600b1c065c9d9d7b1a/snowflake_ml_python-1.2.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<4,>=3.8) 2026-03-13T18:37:11,979 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/52/54/7ae7bc8c18358bd5dd9cadcd325da8ad0e3627a7e94bb6d255661beab0b5/snowflake_ml_python-1.2.3-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,979 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ef/05/31573de8d98229556a7a156ddfd71f9a1bb17b6007d05632edf41fc3f5be/snowflake_ml_python-1.3.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,980 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ec/37/8f0998b1a8292d1f40c1ad28ae5900ea74c007bc8e6b147e844b741f3755/snowflake_ml_python-1.3.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,980 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ed/2f/8e8862f0b77c23cdcafba56be63640f87feb8aef4421116b836f40f1f9c4/snowflake_ml_python-1.4.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,981 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/c9/e7/70c3f1e0cbe505f29cfeca1d95fb0cb148651dd460cbbceb706647cac306/snowflake_ml_python-1.4.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,982 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/80/72/c0fa5a9bc811a59a5a1c7113ff89676ed1629d7d6463db8c1a8c97a8b5f6/snowflake_ml_python-1.5.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,982 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ba/59/baf64a782ef609514f6d1ad11735504267d04794097d8a29809c4b4b2a38/snowflake_ml_python-1.5.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,983 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/d1/fa/dc2d96db4475a21983b906c3e8d673ad4ae0595f87fc64395f3e5c4f0476/snowflake_ml_python-1.5.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,983 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/64/b7/6daacf1ab0b504e0ca9947cbbf6cdc3960965a268da0b2a01bc2de0e3518/snowflake_ml_python-1.5.3-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,984 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/6e/8f/839a6cbf5488fda66dcf3808f689309ff54cc49a418724874ae062c18b37/snowflake_ml_python-1.5.4-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,984 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/74/0d/c44c8fbc8328676c6f588d11400679dca4b5b857996dc8ca544bcbe21787/snowflake_ml_python-1.6.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,985 Found link https://files.pythonhosted.org/packages/3d/f3/df8f47a645f0245ea3c6a3164a881cdbfb800baf56061bbaf7c0029f0ee8/snowflake_ml_python-1.6.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8), version: 1.6.0 2026-03-13T18:37:11,986 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/1f/83/17242576ebee3b40899fb70b851a08b6a5a335c67e8a3c5f2c50c9d2adb0/snowflake_ml_python-1.6.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,987 Found link https://files.pythonhosted.org/packages/14/52/51173b8140be42feca9a88a13a751945f96bfcdea1dab24caea1d900c272/snowflake_ml_python-1.6.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8), version: 1.6.1 2026-03-13T18:37:11,988 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/b2/f3/e5400e92e1526c5f9d29304f6f9d310e0d94d194f6eb75d573ea11dee84f/snowflake_ml_python-1.6.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,989 Found link https://files.pythonhosted.org/packages/e0/d8/362e3f16193d69cf1fca1c92e303b9f67777f5dd7e2041d10a969408c150/snowflake_ml_python-1.6.2.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8), version: 1.6.2 2026-03-13T18:37:11,989 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/b3/20/569ab4c3338afd19a1e0be8657e501d0cb582abeba6e1fa457b3fa8199aa/snowflake_ml_python-1.6.3-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,990 Found link https://files.pythonhosted.org/packages/12/e2/5a531d41181c53bd20023de3cd6972c6172082d9918071e56ba66f65e2e1/snowflake_ml_python-1.6.3.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8), version: 1.6.3 2026-03-13T18:37:11,991 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/76/0f/ca29485bdae04b7194c264615d1050cbeed5ed14c30b182d13a53285e5f6/snowflake_ml_python-1.6.4-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:11,992 Found link https://files.pythonhosted.org/packages/0e/df/2bf0c2e994433f6e6093a1ad9a3cf81ce50255216dd65bd995d3740005d8/snowflake_ml_python-1.6.4.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8), version: 1.6.4 2026-03-13T18:37:11,993 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/b1/fa/10abb33a17ea81640d7d4918faff6fcbfb373b4fdb3780a3d8c5bafa88cb/snowflake_ml_python-1.7.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:11,994 Found link https://files.pythonhosted.org/packages/29/50/157ccaa82d2497da3185698b189fc8926a67c4aba2f78258078ce22532f9/snowflake_ml_python-1.7.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9), version: 1.7.0 2026-03-13T18:37:11,994 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/86/48/1a466b00165316e0d25b66b332ab99cf5d7147a00505723245221aa1ee6d/snowflake_ml_python-1.7.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:11,995 Found link https://files.pythonhosted.org/packages/7c/28/cce9078ff355fea75b660c16c1054297590ababca437d48f409f1151f702/snowflake_ml_python-1.7.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9), version: 1.7.1 2026-03-13T18:37:11,996 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/95/65/3f05f59e9bfbb5284432b3ba6f17d85905ff340f2df24f68e747a85da595/snowflake_ml_python-1.7.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:11,997 Found link https://files.pythonhosted.org/packages/86/5b/1240490544106f8d70914d4140e151664e43b6b4d64ae50d2f16f5d7f6e8/snowflake_ml_python-1.7.2.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9), version: 1.7.2 2026-03-13T18:37:11,997 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/86/60/97be3b158b8da9c45dbfa7c7d6019aa5c943ea488f7d3bc519dd9d37bd5d/snowflake_ml_python-1.7.3-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:11,999 Found link https://files.pythonhosted.org/packages/e5/e7/ad57de62c5f5c83006586b30bef564b411259ea67c9509f33211e76f643a/snowflake_ml_python-1.7.3.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9), version: 1.7.3 2026-03-13T18:37:11,999 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/ff/6a/f7962188277ba48f4a6df2b04e837f1e2a85778ca3c52417c60d21ae65fb/snowflake_ml_python-1.7.4-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:12,000 Found link https://files.pythonhosted.org/packages/d1/2b/363b6b9d652e133f5bd6c8019970213bf6fdd7dbf57191d9e0ae8236a294/snowflake_ml_python-1.7.4.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9), version: 1.7.4 2026-03-13T18:37:12,001 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/77/53/a239e6c02a4d4f31503f9578502beffe9ed8f8dadb3de50b8b64b97a3ea9/snowflake_ml_python-1.7.5-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,002 Found link https://files.pythonhosted.org/packages/2b/7e/8dbf043c703ef0828003d9bb667ae16c789f46b24b3e1bb7a77def70dcc5/snowflake_ml_python-1.7.5.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.7.5 2026-03-13T18:37:12,003 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/75/ab/e1f25b85fe08e28c9a37ca782c6950dbf0cec797818450b9a7bcc003e2a2/snowflake_ml_python-1.8.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,004 Found link https://files.pythonhosted.org/packages/a4/88/9b60f78a5f180b6cf738de779bad62b880a2300ccb72490b8c2c4a50a231/snowflake_ml_python-1.8.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.0 2026-03-13T18:37:12,004 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/5d/88/4eb1888d665aead4c4239e202b6fae43abab0b5ee75e7ce496df20735edd/snowflake_ml_python-1.8.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,005 Found link https://files.pythonhosted.org/packages/24/f2/51f6d61988e3f3070f92438e54496d96080889e25ad76860f5aeda81d320/snowflake_ml_python-1.8.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.1 2026-03-13T18:37:12,006 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/7a/66/ea0f7b312c4489ed9bd68049c4046c87f6a3ec470b2569970fa0895021f1/snowflake_ml_python-1.8.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,007 Found link https://files.pythonhosted.org/packages/8c/33/50c3d649379c220e6a961744080d1fa6cf7498e7e7d99d1b7a502f0028c6/snowflake_ml_python-1.8.2.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.2 2026-03-13T18:37:12,008 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/bd/3a/d176228e068c0d0932246f4ada7b48cfdd1cb97afd72166463f460fdc69b/snowflake_ml_python-1.8.3-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,009 Found link https://files.pythonhosted.org/packages/49/f0/203dc4952dd49c9cdfcfdf672f3678987e86c0d15445c091489050ed5b87/snowflake_ml_python-1.8.3.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.3 2026-03-13T18:37:12,009 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/7b/6b/7cbd098509f01114a5805381f8ed6fd47308299ec54570b70c42be5e5373/snowflake_ml_python-1.8.4-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,010 Found link https://files.pythonhosted.org/packages/35/ef/14186325046440b088c46462a2120b148a18a283926067170f9368739239/snowflake_ml_python-1.8.4.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.4 2026-03-13T18:37:12,011 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/8e/4d/e4e6e50309f0eae30ed6518f32b6b6e55a87bb8d9af554afcd4803d5aae3/snowflake_ml_python-1.8.5-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,012 Found link https://files.pythonhosted.org/packages/0b/2f/f4928068f9d604e536a5b5191687b2cb5136834c4944aaa8327ec980055a/snowflake_ml_python-1.8.5.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.5 2026-03-13T18:37:12,013 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/22/bf/d7d243780e08f2e536958febdbb97a02a686786a77b7963b744e2452ef52/snowflake_ml_python-1.8.6-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,014 Found link https://files.pythonhosted.org/packages/7a/48/e233a18862f98c37d9ad725969848d7fc4a382fb75a349c7d907f2cad2d5/snowflake_ml_python-1.8.6.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.8.6 2026-03-13T18:37:12,014 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/a8/b6/e29fea43c67f0bdb18947ed7e34529e5e818743640ed00202f817fdd5237/snowflake_ml_python-1.9.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,015 Found link https://files.pythonhosted.org/packages/46/b7/10589df20c15e1e2ebe983f45a10fe7bbefef4021b961f9e745ec2ddc4a5/snowflake_ml_python-1.9.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.9.0 2026-03-13T18:37:12,016 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/38/d9/d58bc2cf789a85729832288989b0b617c51bd9a98b5e4892e4299b960241/snowflake_ml_python-1.9.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,017 Found link https://files.pythonhosted.org/packages/86/d5/c3b7225b6a52c3fafe8a9f7f820826e66a4239fc22451bb0849a51b8bf73/snowflake_ml_python-1.9.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.9.1 2026-03-13T18:37:12,017 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/a4/50/38a24fa6ebe44e3eb130b9283273f7ea14e7188df511d62f443b70398708/snowflake_ml_python-1.9.2-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,018 Found link https://files.pythonhosted.org/packages/29/9d/190de3a71bdf02828296a5aa9bbfc2e2924355f1d76efa4bb546cadc49cb/snowflake_ml_python-1.9.2.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.9.2 2026-03-13T18:37:12,019 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/2f/ec/47ec43663e5312f07fdb809fb19e0cf1f4237c2a07befae3744d436d6fb6/snowflake_ml_python-1.10.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,020 Found link https://files.pythonhosted.org/packages/8b/be/e9e186a116d84bb311a71f7d1fd9bde7afde358d1392f7a160cf8d16c67d/snowflake_ml_python-1.10.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.10.0 2026-03-13T18:37:12,021 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/0d/18/a62f6575d6c3b54a7245aa3000875816ee6443ae24a8b017ce09a52592f8/snowflake_ml_python-1.11.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,022 Found link https://files.pythonhosted.org/packages/fb/4b/853c9c08fb70650b43f68a5e5c4ce4b6ca5bec1207410b42906ae4f7049f/snowflake_ml_python-1.11.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.11.0 2026-03-13T18:37:12,022 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/92/e1/6de96811e8d5abdec9da63800c2153a9d6991aff1241da33443ad3408848/snowflake_ml_python-1.12.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,023 Found link https://files.pythonhosted.org/packages/d2/4e/51bb8d77dc8b1fefb097dacbeeff261a4a809074f3d7bba02989733947a3/snowflake_ml_python-1.12.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.12.0 2026-03-13T18:37:12,024 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/3b/13/28c2c30cc0fc7919432e57bee545abaf51496753606118990afbb56d9a1b/snowflake_ml_python-1.13.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,025 Found link https://files.pythonhosted.org/packages/0b/da/62d21698e49767f8e2d86efa064ff0d9d7bdc12367663001c8e5a6c8bdc8/snowflake_ml_python-1.13.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.13.0 2026-03-13T18:37:12,026 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/e7/be/92e4f0929935ba4bfa17181f05e7fe52741538211e22ca53f55f3a618ac0/snowflake_ml_python-1.14.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,027 Found link https://files.pythonhosted.org/packages/4b/57/3d9e11d49bae715ac8658d6e6724018e6adbc4b64162b644b940aa09c3f1/snowflake_ml_python-1.14.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.14.0 2026-03-13T18:37:12,027 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/75/c2/f39aebf4d73b5f90bba372cf3a4a7ffe862a2595ba0ec9c78cda44164250/snowflake_ml_python-1.15.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,028 Found link https://files.pythonhosted.org/packages/21/e8/8b0c591c82ccadd6a8103461facf40386044c45a6a4e7f08c3eb0a3715de/snowflake_ml_python-1.15.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.15.0 2026-03-13T18:37:12,029 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/8b/1d/4f72e12195c21f2fec7afb998f3d0e9c73f47e50445f214cf333955bb80c/snowflake_ml_python-1.16.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,030 Found link https://files.pythonhosted.org/packages/0f/52/a07fc11218f52cddb93de5a05bfd5048b9e7224b78d2e657322adf8968ea/snowflake_ml_python-1.16.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.16.0 2026-03-13T18:37:12,030 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/74/8a/ae563b12364a32f42fea8329a6ce2f974bb5ad9c4f503bd4137ed3f73e92/snowflake_ml_python-1.17.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,031 Found link https://files.pythonhosted.org/packages/63/94/a4c41aa66bc640636f992a7896bf2eecdabdae72fc3fb1cbaa1c03a229b5/snowflake_ml_python-1.17.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.17.0 2026-03-13T18:37:12,032 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/c9/6e/71e52a0dfd3b3d0d83c1e4916780debca9e9e97634595c1c814f9b7de73d/snowflake_ml_python-1.18.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,033 Found link https://files.pythonhosted.org/packages/c2/0e/b962126448906d2e1f75995bcf8878376898815958eaf4d9069ba1babdd3/snowflake_ml_python-1.18.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.18.0 2026-03-13T18:37:12,034 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/69/55/a272cb23db8bb763ca7222cf838cb9fca3979f93643b66422c1aa82427ad/snowflake_ml_python-1.19.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,035 Found link https://files.pythonhosted.org/packages/df/3e/2c8304fbd70a1beb53757e72114c3a7df1aa5de0e4947ab6a64d651e09c6/snowflake_ml_python-1.19.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.19.0 2026-03-13T18:37:12,036 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/6a/05/0214072270bc98a5a1d36410ce307ea9beb0df90adc922f6740185b9c2df/snowflake_ml_python-1.20.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,036 Found link https://files.pythonhosted.org/packages/76/1b/429bff92569d74308bdaa4ef0f903d975986084f834e39c457822875a00c/snowflake_ml_python-1.20.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9), version: 1.20.0 2026-03-13T18:37:12,037 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/65/10/6a591e50d0cb7a15be8d90431c6eb43170d220800984d97cfe215b5a4584/snowflake_ml_python-1.21.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,038 Found link https://files.pythonhosted.org/packages/66/42/dbc03c4bd51ad42b5c0e22d618dd97589f5cce021f2ed815339f227ca61e/snowflake_ml_python-1.21.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.21.0 2026-03-13T18:37:12,039 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/27/81/6e1de006e1be0918a8010f6b575c3d61fa15126dddff115f683e128228c3/snowflake_ml_python-1.22.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,040 Found link https://files.pythonhosted.org/packages/88/cd/177190e4e5e368733f0dcbade723287846ffda705a8a9d88ba85cf2dfc19/snowflake_ml_python-1.22.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.22.0 2026-03-13T18:37:12,040 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/05/26/9a8b17ddcdbc1094cec6690f2c6ba36b4f9ddfb912cef096be4e8046d69b/snowflake_ml_python-1.23.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,041 Found link https://files.pythonhosted.org/packages/1b/82/126805f1fddaefdd161118f3dfc23b22f0d6560b71d34b990061201978a2/snowflake_ml_python-1.23.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.23.0 2026-03-13T18:37:12,042 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/6d/11/ffc2fe538cf39dddd7f605c479a39b9e51d11fa3f496e53191ed4df4039f/snowflake_ml_python-1.24.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,043 Found link https://files.pythonhosted.org/packages/4e/b7/376917ce1cb48ea27a1760b710fb413d9165c458a6137804602041487e4c/snowflake_ml_python-1.24.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.24.0 2026-03-13T18:37:12,044 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/56/d1/edc42fe4636b090e45f06bc69c2d3bdbe3b0c09c4dc49cd479d1a8044bc8/snowflake_ml_python-1.25.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,045 Found link https://files.pythonhosted.org/packages/68/bb/50f736fa1efd7b6b8bcaefe2887dd9def06df28f826b648be4a638c4be0b/snowflake_ml_python-1.25.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.25.0 2026-03-13T18:37:12,045 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/11/28/f1bc2575e1b137e52d0d9d9290a2072f14e5f1a9c1c658bcce2469ff41f2/snowflake_ml_python-1.25.1-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,046 Found link https://files.pythonhosted.org/packages/98/04/982a5cec9d53c0186e4f4a02d5e56da008e46d7cd79a712b86dae4497e67/snowflake_ml_python-1.25.1.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.25.1 2026-03-13T18:37:12,047 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/76/d7/8091e68367125c6d596863a322b21621b1372e20487eb0e27f69ebc24e57/snowflake_ml_python-1.26.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,048 Found link https://files.pythonhosted.org/packages/aa/d2/e44c3f64169aaa3b2940e182dcd39ff218bd43da6240733ea7504ef7a91e/snowflake_ml_python-1.26.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.26.0 2026-03-13T18:37:12,049 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/b1/3e/6f3b933aac288e2b0d066c46fd3d135b7715aa3f8a4e0e1558b0b592f8a4/snowflake_ml_python-1.27.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,050 Found link https://files.pythonhosted.org/packages/51/72/5807555bd5692c36e4948c9b63179a506711cc3128ae2446eadc80714fa9/snowflake_ml_python-1.27.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.27.0 2026-03-13T18:37:12,050 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/a8/e2/58713b8122a485d21b08a1a74d05f4983be2efd901ec2f29b3d0dc3a4c6e/snowflake_ml_python-1.28.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,051 Found link https://files.pythonhosted.org/packages/b2/71/ab2d53ab6769872c751dc134fa5759b4b2d5c0e8ed1829b704054a6cb3f8/snowflake_ml_python-1.28.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.28.0 2026-03-13T18:37:12,052 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/79/75/d15084dfbd20eeb73b8ae6523c9c83b290c6f07af19d5ef330675e39a2c6/snowflake_ml_python-1.29.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,053 Found link https://files.pythonhosted.org/packages/f4/81/41eb5a04b787a74fe5a67ef0936b8079127b8573e4a57d5da8189b6794eb/snowflake_ml_python-1.29.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.29.0 2026-03-13T18:37:12,053 Skipping link: No binaries permitted for snowflake-ml-python: https://files.pythonhosted.org/packages/9f/57/86279aa8c2c0643dcdf363be175d11cf84a7ffbf366eaf1a8314de2a9574/snowflake_ml_python-1.30.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,054 Found link https://files.pythonhosted.org/packages/05/54/783e3b9c18bc9e7db9f3480ab0e20f3c818828572cf764ac13dd2b9464b9/snowflake_ml_python-1.30.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.30.0 2026-03-13T18:37:12,055 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-13T18:37:12,056 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-13T18:37:12,057 Found index url https://www.piwheels.org/simple 2026-03-13T18:37:12,221 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-03-13T18:37:12,234 Skipping link: No binaries permitted for snowflake-ml-python: https://www.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.29.0-py3-none-any.whl#sha256=c7c83a24f2ec13f0a377454b592e539856a05a7f435ef579a997a5d3c3e41119 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,235 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.28.0-py3-none-any.whl#sha256=73efd81f7b692eb19d3720e33afef8bd708bb6c2b13666f3d1c37bcae1d8c020 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,236 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.27.0-py3-none-any.whl#sha256=173225ca58d2921102882e1eec485f9d8d52e706b2a3fc6ddd92682a6885ba53 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,236 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.26.0-py3-none-any.whl#sha256=48d404ff42f36a907dbe0022fb364c0848f1448e150a664b15f0e18011077544 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,237 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.1-py3-none-any.whl#sha256=1fce4e5faefa0d3654b4f2fc310abf13f50bd5870979d4d26538b0a650706b47 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,237 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.0-py3-none-any.whl#sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,238 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.24.0-py3-none-any.whl#sha256=73e336406c95e697aff597b1be3acc63456e982659d65726d77858d53208d074 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,238 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.23.0-py3-none-any.whl#sha256=31f5e9e3658dfeab455e0fc33c9bcdfbfd4226b657ac023b0bff857cd3a1d611 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,239 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.22.0-py3-none-any.whl#sha256=9ea45492e427342d207e54c1712b25fe15bc89a394cc0972c99d7a2ded8cbf11 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,239 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.21.0-py3-none-any.whl#sha256=3255c2428934cd2c1fda618ae8ad8b989b5fce5b4a42a3b2146713b5c2c8be7e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-03-13T18:37:12,240 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.20.0-py3-none-any.whl#sha256=7df53f0c85b1bd7c0a660ead74c531227a21930fd396bcf1ba1718386eb795fe (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,240 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.19.0-py3-none-any.whl#sha256=f7f705d19870cf86439bf9bdd594ceffbc1c2a0eca20dce88012ad80b7158a59 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,241 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.18.0-py3-none-any.whl#sha256=e7b7e42a36a4984fa575f699a828c51c33d1de0af5d72fa1febc223782e2c1eb (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,241 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.17.0-py3-none-any.whl#sha256=16a3995e82cf973dd21c4fc6b4aebfc4b561c45994beb79e2c302058a556941d (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,242 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.16.0-py3-none-any.whl#sha256=58592afe6424feb15fe5626e4c773cc2a0366d40b257474b6ef114c3f8333099 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,243 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.15.0-py3-none-any.whl#sha256=28483ee7790519b007719d0961c771e9f7c39eea3f2b2d6c46ced6e1e5b3dd3f (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,243 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.14.0-py3-none-any.whl#sha256=3eff78ba6e3c35fbd84b5615ac3c783e7681cf24841ee43dd0b291f3f1fe0976 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,244 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.13.0-py3-none-any.whl#sha256=fdb27ef741ab0f599c6b9590c142a209d01b74a832bccaf629b674da8a29f359 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,244 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.12.0-py3-none-any.whl#sha256=fa029aa3cbd1e190cb24328c6479d923cd2019a720fa5ac83ae41fbb0387d1b4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,245 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.11.0-py3-none-any.whl#sha256=3fd25535877c3b5bb63463f06ea31fc65e369cbebf6124644369e3f327105d7c (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,245 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.10.0-py3-none-any.whl#sha256=6f5cf9770ca436587c5156ac034cf89dfefec4fa94ebfe8b9a07f539f2c29b71 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,246 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.2-py3-none-any.whl#sha256=89c4ac53936d735e937454a55d8e32c1e7ad4010293f7eaf007ce8faa5a9e52b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,246 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.1-py3-none-any.whl#sha256=21886a3fb1dda91bf6fbdd1f6a30deb5ca607447d8e16ef5be6855d7bd4c0c27 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,247 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.9.0-py3-none-any.whl#sha256=3bbdea418674d54295c75483a3452e547eb59eef4de315d0f5910cc5cc87dbe9 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,247 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.6-py3-none-any.whl#sha256=41a56cb1682e20a722281fc58812e7ed0a58d9785d72ec0d313127336a2759c7 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,248 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,248 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,249 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,249 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,250 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,250 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,251 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-03-13T18:37:12,251 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:12,252 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:12,252 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:12,253 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:12,254 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-03-13T18:37:12,254 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:12,255 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:12,255 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:12,256 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:12,256 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-03-13T18:37:12,257 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-03-13T18:37:12,257 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-03-13T18:37:12,283 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-03-13T18:37:12,302 Collecting snowflake-ml-python==1.30.0 2026-03-13T18:37:12,304 Created temporary directory: /tmp/pip-unpack-nzbhea4h 2026-03-13T18:37:12,568 Downloading snowflake_ml_python-1.30.0.tar.gz (2.0 MB) 2026-03-13T18:37:14,516 Added snowflake-ml-python==1.30.0 from https://files.pythonhosted.org/packages/05/54/783e3b9c18bc9e7db9f3480ab0e20f3c818828572cf764ac13dd2b9464b9/snowflake_ml_python-1.30.0.tar.gz to build tracker '/tmp/pip-build-tracker-0vh0ykvd' 2026-03-13T18:37:14,523 Created temporary directory: /tmp/pip-build-env-ubvnzwcv 2026-03-13T18:37:14,527 Installing build dependencies: started 2026-03-13T18:37:14,529 Running command pip subprocess to install build dependencies 2026-03-13T18:37:14,560 Error processing line 1 of /home/piwheels/.local/lib/python3.11/site-packages/cntimer.pth: 2026-03-13T18:37:14,600 Traceback (most recent call last): 2026-03-13T18:37:14,601 File "", line 192, in addpackage 2026-03-13T18:37:14,601 File "", line 1, in 2026-03-13T18:37:14,602 ModuleNotFoundError: No module named 'cntimer' 2026-03-13T18:37:14,603 Remainder of file ignored 2026-03-13T18:37:15,702 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-03-13T18:37:16,278 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-03-13T18:37:16,301 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-03-13T18:37:18,069 Collecting setuptools>=61.0 2026-03-13T18:37:18,145 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-03-13T18:37:21,199 Installing collected packages: setuptools 2026-03-13T18:37:24,880 Successfully installed setuptools-82.0.1 2026-03-13T18:37:25,149 Installing build dependencies: finished with status 'done' 2026-03-13T18:37:25,155 Getting requirements to build wheel: started 2026-03-13T18:37:25,157 Running command Getting requirements to build wheel 2026-03-13T18:37:25,825 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-13T18:37:25,825 !! 2026-03-13T18:37:25,826 ******************************************************************************** 2026-03-13T18:37:25,827 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-13T18:37:25,828 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-13T18:37:25,828 or your builds will no longer be supported. 2026-03-13T18:37:25,829 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:25,830 ******************************************************************************** 2026-03-13T18:37:25,831 !! 2026-03-13T18:37:25,831 corresp(dist, value, root_dir) 2026-03-13T18:37:25,913 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-13T18:37:25,914 !! 2026-03-13T18:37:25,915 ******************************************************************************** 2026-03-13T18:37:25,915 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-13T18:37:25,916 License :: OSI Approved :: Apache Software License 2026-03-13T18:37:25,918 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:25,918 ******************************************************************************** 2026-03-13T18:37:25,920 !! 2026-03-13T18:37:25,920 dist._finalize_license_expression() 2026-03-13T18:37:25,926 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-13T18:37:25,927 !! 2026-03-13T18:37:25,928 ******************************************************************************** 2026-03-13T18:37:25,928 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-13T18:37:25,929 License :: OSI Approved :: Apache Software License 2026-03-13T18:37:25,931 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:25,931 ******************************************************************************** 2026-03-13T18:37:25,932 !! 2026-03-13T18:37:25,933 self._finalize_license_expression() 2026-03-13T18:37:25,934 running egg_info 2026-03-13T18:37:25,940 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-13T18:37:25,960 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-13T18:37:25,972 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-13T18:37:25,974 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-13T18:37:26,178 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:26,204 adding license file 'LICENSE.txt' 2026-03-13T18:37:26,234 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:26,334 Getting requirements to build wheel: finished with status 'done' 2026-03-13T18:37:26,337 Created temporary directory: /tmp/pip-modern-metadata-m2d6jaam 2026-03-13T18:37:26,339 Preparing metadata (pyproject.toml): started 2026-03-13T18:37:26,340 Running command Preparing metadata (pyproject.toml) 2026-03-13T18:37:26,939 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-13T18:37:26,939 !! 2026-03-13T18:37:26,940 ******************************************************************************** 2026-03-13T18:37:26,941 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-13T18:37:26,941 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-13T18:37:26,942 or your builds will no longer be supported. 2026-03-13T18:37:26,943 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:26,943 ******************************************************************************** 2026-03-13T18:37:26,944 !! 2026-03-13T18:37:26,945 corresp(dist, value, root_dir) 2026-03-13T18:37:27,021 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-13T18:37:27,021 !! 2026-03-13T18:37:27,022 ******************************************************************************** 2026-03-13T18:37:27,023 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-13T18:37:27,024 License :: OSI Approved :: Apache Software License 2026-03-13T18:37:27,025 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:27,025 ******************************************************************************** 2026-03-13T18:37:27,027 !! 2026-03-13T18:37:27,027 dist._finalize_license_expression() 2026-03-13T18:37:27,034 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-13T18:37:27,034 !! 2026-03-13T18:37:27,036 ******************************************************************************** 2026-03-13T18:37:27,037 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-13T18:37:27,038 License :: OSI Approved :: Apache Software License 2026-03-13T18:37:27,039 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:27,039 ******************************************************************************** 2026-03-13T18:37:27,041 !! 2026-03-13T18:37:27,041 self._finalize_license_expression() 2026-03-13T18:37:27,042 running dist_info 2026-03-13T18:37:27,052 creating /tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info 2026-03-13T18:37:27,053 writing /tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/PKG-INFO 2026-03-13T18:37:27,072 writing dependency_links to /tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/dependency_links.txt 2026-03-13T18:37:27,083 writing requirements to /tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/requires.txt 2026-03-13T18:37:27,084 writing top-level names to /tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/top_level.txt 2026-03-13T18:37:27,086 writing manifest file '/tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:27,261 reading manifest file '/tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:27,263 adding license file 'LICENSE.txt' 2026-03-13T18:37:27,286 writing manifest file '/tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:27,288 creating '/tmp/pip-modern-metadata-m2d6jaam/snowflake_ml_python-1.30.0.dist-info' 2026-03-13T18:37:27,415 Preparing metadata (pyproject.toml): finished with status 'done' 2026-03-13T18:37:27,430 Source in /tmp/pip-wheel-dfvo8nn3/snowflake-ml-python_a5988a38487c475d9983b8144799baa9 has version 1.30.0, which satisfies requirement snowflake-ml-python==1.30.0 from https://files.pythonhosted.org/packages/05/54/783e3b9c18bc9e7db9f3480ab0e20f3c818828572cf764ac13dd2b9464b9/snowflake_ml_python-1.30.0.tar.gz 2026-03-13T18:37:27,431 Removed snowflake-ml-python==1.30.0 from https://files.pythonhosted.org/packages/05/54/783e3b9c18bc9e7db9f3480ab0e20f3c818828572cf764ac13dd2b9464b9/snowflake_ml_python-1.30.0.tar.gz from build tracker '/tmp/pip-build-tracker-0vh0ykvd' 2026-03-13T18:37:27,454 Created temporary directory: /tmp/pip-unpack-bv_a44xh 2026-03-13T18:37:27,455 Building wheels for collected packages: snowflake-ml-python 2026-03-13T18:37:27,459 Created temporary directory: /tmp/pip-wheel-eguioh5s 2026-03-13T18:37:27,460 Destination directory: /tmp/pip-wheel-eguioh5s 2026-03-13T18:37:27,462 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-03-13T18:37:27,463 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-03-13T18:37:28,056 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-03-13T18:37:28,057 !! 2026-03-13T18:37:28,058 ******************************************************************************** 2026-03-13T18:37:28,059 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-03-13T18:37:28,060 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-03-13T18:37:28,060 or your builds will no longer be supported. 2026-03-13T18:37:28,062 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:28,062 ******************************************************************************** 2026-03-13T18:37:28,064 !! 2026-03-13T18:37:28,064 corresp(dist, value, root_dir) 2026-03-13T18:37:28,134 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-13T18:37:28,135 !! 2026-03-13T18:37:28,136 ******************************************************************************** 2026-03-13T18:37:28,137 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-13T18:37:28,138 License :: OSI Approved :: Apache Software License 2026-03-13T18:37:28,139 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:28,139 ******************************************************************************** 2026-03-13T18:37:28,141 !! 2026-03-13T18:37:28,141 dist._finalize_license_expression() 2026-03-13T18:37:28,148 /tmp/pip-build-env-ubvnzwcv/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-03-13T18:37:28,149 !! 2026-03-13T18:37:28,150 ******************************************************************************** 2026-03-13T18:37:28,151 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-03-13T18:37:28,152 License :: OSI Approved :: Apache Software License 2026-03-13T18:37:28,153 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-03-13T18:37:28,154 ******************************************************************************** 2026-03-13T18:37:28,155 !! 2026-03-13T18:37:28,155 self._finalize_license_expression() 2026-03-13T18:37:28,156 running bdist_wheel 2026-03-13T18:37:28,168 running build 2026-03-13T18:37:28,169 running build_py 2026-03-13T18:37:28,176 creating build/lib/snowflake/ml 2026-03-13T18:37:28,178 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-03-13T18:37:28,181 creating build/lib/snowflake/cortex 2026-03-13T18:37:28,182 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,184 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,186 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,188 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,190 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,191 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,193 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,195 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,197 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,199 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,201 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,204 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-03-13T18:37:28,206 creating build/lib/snowflake/ml/fileset 2026-03-13T18:37:28,208 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-03-13T18:37:28,211 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-13T18:37:28,213 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-03-13T18:37:28,216 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-03-13T18:37:28,218 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-03-13T18:37:28,222 creating build/lib/snowflake/ml/dataset 2026-03-13T18:37:28,223 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-03-13T18:37:28,225 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-03-13T18:37:28,227 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-03-13T18:37:28,229 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-03-13T18:37:28,231 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-03-13T18:37:28,235 creating build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,236 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,239 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,246 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,248 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,250 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,252 copying snowflake/ml/feature_store/stream_source.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,254 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,257 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,260 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,262 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-03-13T18:37:28,266 creating build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,267 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,269 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,271 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,273 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,276 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,278 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,280 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,282 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,284 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-03-13T18:37:28,288 creating build/lib/snowflake/ml/model 2026-03-13T18:37:28,289 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,290 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,293 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,294 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,297 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,300 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,302 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,304 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,306 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,308 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,310 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,312 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-03-13T18:37:28,314 creating build/lib/snowflake/ml/utils 2026-03-13T18:37:28,316 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-03-13T18:37:28,317 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-03-13T18:37:28,319 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-03-13T18:37:28,322 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-03-13T18:37:28,324 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-03-13T18:37:28,326 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-03-13T18:37:28,329 creating build/lib/snowflake/ml/monitoring 2026-03-13T18:37:28,330 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-03-13T18:37:28,333 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-03-13T18:37:28,335 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-03-13T18:37:28,338 creating build/lib/snowflake/ml/jobs 2026-03-13T18:37:28,339 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-03-13T18:37:28,341 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-03-13T18:37:28,343 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-03-13T18:37:28,346 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-03-13T18:37:28,348 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-03-13T18:37:28,351 creating build/lib/snowflake/ml/registry 2026-03-13T18:37:28,352 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-03-13T18:37:28,354 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-03-13T18:37:28,357 creating build/lib/snowflake/ml/data 2026-03-13T18:37:28,358 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-03-13T18:37:28,359 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-03-13T18:37:28,362 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-03-13T18:37:28,363 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-03-13T18:37:28,365 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-03-13T18:37:28,367 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-03-13T18:37:28,369 creating build/lib/snowflake/ml/experiment 2026-03-13T18:37:28,370 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-03-13T18:37:28,372 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-03-13T18:37:28,375 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-03-13T18:37:28,377 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-03-13T18:37:28,379 creating build/lib/snowflake/ml/lineage 2026-03-13T18:37:28,380 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-03-13T18:37:28,381 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-03-13T18:37:28,384 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-13T18:37:28,386 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-13T18:37:28,387 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-03-13T18:37:28,391 creating build/lib/snowflake/ml/modeling/model_selection 2026-03-13T18:37:28,392 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-13T18:37:28,394 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-13T18:37:28,397 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-03-13T18:37:28,400 creating build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,401 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,404 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,407 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,411 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,414 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,417 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,420 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,423 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,425 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,428 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,432 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,435 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,438 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,441 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,444 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,448 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,451 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-03-13T18:37:28,455 creating build/lib/snowflake/ml/modeling/framework 2026-03-13T18:37:28,455 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-03-13T18:37:28,458 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-03-13T18:37:28,461 creating build/lib/snowflake/ml/modeling/xgboost 2026-03-13T18:37:28,462 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-13T18:37:28,465 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-13T18:37:28,469 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-13T18:37:28,472 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-13T18:37:28,475 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-03-13T18:37:28,478 creating build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,479 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,482 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,485 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,488 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,491 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,493 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,497 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,500 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,503 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,506 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,510 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-03-13T18:37:28,514 creating build/lib/snowflake/ml/modeling/tree 2026-03-13T18:37:28,515 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-13T18:37:28,519 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-03-13T18:37:28,521 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-13T18:37:28,524 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-03-13T18:37:28,528 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-03-13T18:37:28,531 creating build/lib/snowflake/ml/modeling/mixture 2026-03-13T18:37:28,533 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-13T18:37:28,535 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-13T18:37:28,538 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-03-13T18:37:28,542 creating build/lib/snowflake/ml/modeling/multiclass 2026-03-13T18:37:28,543 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-13T18:37:28,546 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-13T18:37:28,549 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-13T18:37:28,552 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-03-13T18:37:28,555 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:28,556 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:28,559 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:28,561 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:28,565 creating build/lib/snowflake/ml/modeling/impute 2026-03-13T18:37:28,565 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-13T18:37:28,569 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-03-13T18:37:28,570 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-03-13T18:37:28,573 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-13T18:37:28,576 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-03-13T18:37:28,580 creating build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,581 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,582 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,585 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,587 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,589 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,591 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-03-13T18:37:28,594 creating build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,595 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,597 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,600 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,603 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,605 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,607 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,609 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,611 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,614 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,617 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,619 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,621 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:28,624 creating build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,625 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,628 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,631 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,634 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,635 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,638 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,642 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,645 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,648 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:28,651 creating build/lib/snowflake/ml/modeling/parameters 2026-03-13T18:37:28,652 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-13T18:37:28,654 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-13T18:37:28,656 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-03-13T18:37:28,658 creating build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,659 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,662 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,666 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,669 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,672 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,673 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,676 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-03-13T18:37:28,680 creating build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,681 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,685 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,688 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,692 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,695 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,698 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,702 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,704 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,707 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,710 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,714 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,717 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,720 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,724 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-03-13T18:37:28,728 creating build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,729 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,732 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,736 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,737 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,741 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,744 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,747 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,751 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,754 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-03-13T18:37:28,758 creating build/lib/snowflake/ml/modeling/manifold 2026-03-13T18:37:28,759 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-13T18:37:28,763 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-13T18:37:28,766 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-13T18:37:28,768 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-13T18:37:28,771 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-03-13T18:37:28,776 creating build/lib/snowflake/ml/modeling/calibration 2026-03-13T18:37:28,777 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-13T18:37:28,779 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-03-13T18:37:28,783 creating build/lib/snowflake/ml/modeling/neural_network 2026-03-13T18:37:28,784 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-13T18:37:28,786 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-13T18:37:28,789 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-13T18:37:28,793 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-03-13T18:37:28,797 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:28,798 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:28,800 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:28,803 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:28,807 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:28,808 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:28,811 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:28,813 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:28,817 creating build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,818 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,821 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,824 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,828 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,831 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,833 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,836 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,839 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,843 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,846 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-03-13T18:37:28,850 creating build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,851 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,853 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,856 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,859 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,860 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,864 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,866 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-03-13T18:37:28,870 creating build/lib/snowflake/ml/modeling/pipeline 2026-03-13T18:37:28,871 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-13T18:37:28,872 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-03-13T18:37:28,876 creating build/lib/snowflake/ml/modeling/lightgbm 2026-03-13T18:37:28,877 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-13T18:37:28,879 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-13T18:37:28,882 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-03-13T18:37:28,885 creating build/lib/snowflake/ml/modeling/compose 2026-03-13T18:37:28,886 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-03-13T18:37:28,889 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-03-13T18:37:28,891 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-03-13T18:37:28,895 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,896 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,900 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,903 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,906 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,909 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,913 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:28,918 creating build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,919 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,922 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,926 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,929 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,933 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,936 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,938 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,941 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,945 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,948 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,951 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,954 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,957 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,961 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,964 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,967 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,970 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,973 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,976 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,978 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,981 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,984 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,987 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,990 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,993 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:28,997 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,000 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,003 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,006 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,009 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,012 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,015 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,018 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,022 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,025 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,029 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-03-13T18:37:29,033 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,034 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,037 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,041 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,044 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,046 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,049 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:29,052 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-13T18:37:29,053 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-13T18:37:29,056 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-03-13T18:37:29,059 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:29,060 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:29,063 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:29,065 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:29,067 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:29,071 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:29,074 creating build/lib/snowflake/ml/feature_store/examples 2026-03-13T18:37:29,075 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-03-13T18:37:29,079 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-13T18:37:29,081 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-13T18:37:29,084 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-13T18:37:29,085 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-13T18:37:29,088 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-13T18:37:29,089 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-13T18:37:29,092 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-13T18:37:29,093 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-13T18:37:29,096 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-13T18:37:29,097 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-13T18:37:29,099 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-13T18:37:29,102 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-13T18:37:29,103 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-13T18:37:29,105 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-13T18:37:29,108 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-13T18:37:29,109 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-13T18:37:29,112 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-03-13T18:37:29,114 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-13T18:37:29,115 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-13T18:37:29,118 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-13T18:37:29,121 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:29,122 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:29,125 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:29,128 creating build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,130 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,132 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,135 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,137 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,140 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,142 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,145 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,148 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,151 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-03-13T18:37:29,154 creating build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,156 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,159 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,161 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,163 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,166 copying snowflake/ml/_internal/utils/tee.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,169 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,171 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,174 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,176 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,179 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,182 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,184 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,187 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,189 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,192 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,195 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,198 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,200 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,203 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-03-13T18:37:29,206 creating build/lib/snowflake/ml/_internal/lineage 2026-03-13T18:37:29,207 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-03-13T18:37:29,210 creating build/lib/snowflake/ml/model/_packager 2026-03-13T18:37:29,211 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-03-13T18:37:29,214 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-03-13T18:37:29,217 creating build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,219 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,222 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,224 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,227 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,229 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,232 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,234 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,236 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,238 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,240 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-03-13T18:37:29,243 creating build/lib/snowflake/ml/model/batch 2026-03-13T18:37:29,244 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-03-13T18:37:29,246 creating build/lib/snowflake/ml/model/models 2026-03-13T18:37:29,247 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-03-13T18:37:29,250 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-03-13T18:37:29,253 creating build/lib/snowflake/ml/model/_model_composer 2026-03-13T18:37:29,254 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-03-13T18:37:29,257 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:29,258 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:29,260 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:29,262 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:29,265 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,266 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,268 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,271 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,274 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,276 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,279 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,281 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,284 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,286 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,289 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,291 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,294 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,297 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,299 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,302 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,305 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:29,308 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:29,309 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:29,311 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:29,313 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:29,315 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-13T18:37:29,316 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-13T18:37:29,319 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-03-13T18:37:29,321 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:29,323 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:29,325 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:29,326 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:29,329 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:29,331 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:29,333 creating build/lib/snowflake/ml/model/_packager/model_env 2026-03-13T18:37:29,334 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-03-13T18:37:29,338 creating build/lib/snowflake/ml/model/_packager/model_task 2026-03-13T18:37:29,339 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-03-13T18:37:29,342 creating build/lib/snowflake/ml/model/_client/ops 2026-03-13T18:37:29,343 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-13T18:37:29,346 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-13T18:37:29,349 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-13T18:37:29,352 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-13T18:37:29,355 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-03-13T18:37:29,357 creating build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,358 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,361 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,363 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,366 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,368 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,371 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-03-13T18:37:29,373 creating build/lib/snowflake/ml/model/_client/model 2026-03-13T18:37:29,374 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-13T18:37:29,377 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-03-13T18:37:29,379 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-03-13T18:37:29,382 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-03-13T18:37:29,385 creating build/lib/snowflake/ml/model/_client/service 2026-03-13T18:37:29,386 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-13T18:37:29,388 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-03-13T18:37:29,391 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-03-13T18:37:29,394 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:29,395 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:29,397 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:29,399 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:29,401 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:29,404 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-13T18:37:29,405 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-03-13T18:37:29,407 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-13T18:37:29,408 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-13T18:37:29,411 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-03-13T18:37:29,414 creating build/lib/snowflake/ml/monitoring/_client 2026-03-13T18:37:29,415 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-03-13T18:37:29,418 creating build/lib/snowflake/ml/monitoring/entities 2026-03-13T18:37:29,419 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-03-13T18:37:29,422 creating build/lib/snowflake/ml/monitoring/_manager 2026-03-13T18:37:29,423 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-03-13T18:37:29,426 creating build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,427 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,429 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,432 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,433 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,436 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,439 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,441 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,444 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-03-13T18:37:29,447 creating build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,448 copying snowflake/ml/jobs/_utils/types.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,450 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,452 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,454 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,456 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,458 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,460 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,463 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,465 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-03-13T18:37:29,468 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:29,469 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:29,472 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:29,474 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:29,476 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:29,478 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:29,481 creating build/lib/snowflake/ml/registry/_manager 2026-03-13T18:37:29,482 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-03-13T18:37:29,485 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-03-13T18:37:29,488 creating build/lib/snowflake/ml/data/_internal 2026-03-13T18:37:29,489 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-03-13T18:37:29,493 creating build/lib/snowflake/ml/experiment/callback 2026-03-13T18:37:29,494 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-03-13T18:37:29,497 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-03-13T18:37:29,499 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-03-13T18:37:29,502 creating build/lib/snowflake/ml/experiment/_entities 2026-03-13T18:37:29,503 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-13T18:37:29,505 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-13T18:37:29,507 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-13T18:37:29,509 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-03-13T18:37:29,511 creating build/lib/snowflake/ml/experiment/_logging 2026-03-13T18:37:29,512 copying snowflake/ml/experiment/_logging/experiment_logger.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-13T18:37:29,515 copying snowflake/ml/experiment/_logging/__init__.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-13T18:37:29,517 copying snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/lib/snowflake/ml/experiment/_logging 2026-03-13T18:37:29,519 creating build/lib/snowflake/ml/experiment/_client 2026-03-13T18:37:29,520 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-03-13T18:37:29,523 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-03-13T18:37:29,526 running egg_info 2026-03-13T18:37:29,536 writing snowflake_ml_python.egg-info/PKG-INFO 2026-03-13T18:37:29,555 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-03-13T18:37:29,566 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-03-13T18:37:29,568 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-03-13T18:37:29,736 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:29,762 adding license file 'LICENSE.txt' 2026-03-13T18:37:29,791 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-03-13T18:37:30,031 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-13T18:37:30,034 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-13T18:37:30,037 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-03-13T18:37:30,040 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:30,041 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:30,043 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:30,046 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:30,048 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:30,051 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:30,053 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-13T18:37:30,059 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:30,062 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:30,105 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:30,107 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:30,110 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:30,117 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-03-13T18:37:30,118 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-13T18:37:30,121 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-03-13T18:37:30,131 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:30,134 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:30,199 installing to build/bdist.linux-armv7l/wheel 2026-03-13T18:37:30,199 running install 2026-03-13T18:37:30,223 running install_lib 2026-03-13T18:37:30,229 creating build/bdist.linux-armv7l/wheel 2026-03-13T18:37:30,231 creating build/bdist.linux-armv7l/wheel/snowflake 2026-03-13T18:37:30,233 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-03-13T18:37:30,235 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-03-13T18:37:30,236 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-13T18:37:30,239 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-13T18:37:30,242 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-13T18:37:30,244 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-13T18:37:30,247 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-03-13T18:37:30,250 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-03-13T18:37:30,252 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-03-13T18:37:30,253 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-13T18:37:30,255 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-03-13T18:37:30,259 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-03-13T18:37:30,260 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-13T18:37:30,262 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-13T18:37:30,265 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-03-13T18:37:30,269 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,270 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,273 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,277 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,280 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,284 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,287 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,291 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,294 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,296 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,299 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,303 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,306 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,310 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,313 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,317 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,320 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,324 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-03-13T18:37:30,328 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-03-13T18:37:30,329 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-13T18:37:30,332 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-03-13T18:37:30,336 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-03-13T18:37:30,337 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-13T18:37:30,341 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-13T18:37:30,345 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-13T18:37:30,349 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-13T18:37:30,353 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-03-13T18:37:30,355 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,357 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,360 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,364 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,367 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,371 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,373 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,376 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,380 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,383 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,388 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,392 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-03-13T18:37:30,397 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-03-13T18:37:30,399 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-13T18:37:30,403 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-13T18:37:30,406 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-13T18:37:30,410 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-13T18:37:30,414 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-03-13T18:37:30,418 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-03-13T18:37:30,420 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-13T18:37:30,422 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-13T18:37:30,426 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-03-13T18:37:30,430 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-03-13T18:37:30,431 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-13T18:37:30,435 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-13T18:37:30,438 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-13T18:37:30,442 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-03-13T18:37:30,446 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:30,447 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:30,450 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:30,453 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-03-13T18:37:30,456 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-03-13T18:37:30,457 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-13T18:37:30,461 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-13T18:37:30,463 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-13T18:37:30,466 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-13T18:37:30,471 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-03-13T18:37:30,476 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-03-13T18:37:30,478 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-13T18:37:30,701 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-13T18:37:30,704 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-13T18:37:30,710 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-03-13T18:37:30,712 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-13T18:37:30,715 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-03-13T18:37:30,721 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-13T18:37:30,727 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-13T18:37:30,734 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:30,737 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:30,962 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:30,966 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:30,971 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:30,978 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-03-13T18:37:30,983 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-03-13T18:37:30,988 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-03-13T18:37:30,990 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:30,995 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,000 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,007 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,012 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,016 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,020 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,025 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,031 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,038 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,042 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,046 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-03-13T18:37:31,050 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,052 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,057 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,060 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,063 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,066 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,070 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,073 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,077 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,081 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-03-13T18:37:31,085 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-03-13T18:37:31,086 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-13T18:37:31,089 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-13T18:37:31,092 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-03-13T18:37:31,095 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-03-13T18:37:31,096 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,100 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,103 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,107 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,110 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,113 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,116 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-03-13T18:37:31,120 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-03-13T18:37:31,121 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,125 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,129 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,133 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,137 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,141 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,144 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,146 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,150 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,153 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,157 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,161 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,165 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,169 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-03-13T18:37:31,174 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-03-13T18:37:31,175 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,179 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,183 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,185 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,189 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,192 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,196 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,200 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,203 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-03-13T18:37:31,207 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-03-13T18:37:31,209 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-13T18:37:31,212 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-13T18:37:31,216 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-13T18:37:31,218 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-13T18:37:31,222 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-03-13T18:37:31,227 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-03-13T18:37:31,228 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-13T18:37:31,231 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-03-13T18:37:31,235 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-03-13T18:37:31,236 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-13T18:37:31,239 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-13T18:37:31,242 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-13T18:37:31,246 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-03-13T18:37:31,251 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:31,252 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:31,255 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:31,259 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-03-13T18:37:31,263 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:31,265 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:31,269 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:31,271 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-03-13T18:37:31,276 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,277 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,281 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,285 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,289 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,293 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,295 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,299 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,303 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,307 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,311 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-03-13T18:37:31,316 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-03-13T18:37:31,317 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,321 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,324 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,328 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,330 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,334 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,336 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-03-13T18:37:31,340 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-03-13T18:37:31,341 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-13T18:37:31,344 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-03-13T18:37:31,348 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-03-13T18:37:31,349 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-13T18:37:31,351 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-13T18:37:31,355 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-03-13T18:37:31,359 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-03-13T18:37:31,360 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-13T18:37:31,364 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-13T18:37:31,366 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-03-13T18:37:31,370 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,371 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,374 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,377 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,379 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,383 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,387 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-03-13T18:37:31,392 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,393 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,397 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,400 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,404 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,408 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,412 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,416 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,419 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,423 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,426 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,430 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,433 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,437 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,440 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,444 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,448 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,452 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,455 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,459 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,462 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,465 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,469 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,473 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,477 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,480 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,484 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,489 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,492 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,496 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,500 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,505 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,509 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,513 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,517 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,521 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,524 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-03-13T18:37:31,529 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,530 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,533 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,537 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,540 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,543 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,546 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-03-13T18:37:31,550 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-03-13T18:37:31,552 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-13T18:37:31,554 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-13T18:37:31,556 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-13T18:37:31,558 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-13T18:37:31,561 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-03-13T18:37:31,565 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-03-13T18:37:31,566 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,571 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,578 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,581 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,583 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,585 copying build/lib/snowflake/ml/feature_store/stream_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,588 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,592 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,596 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-03-13T18:37:31,602 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-13T18:37:31,605 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-13T18:37:31,609 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-03-13T18:37:31,612 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-13T18:37:31,613 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-13T18:37:31,616 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-03-13T18:37:31,618 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-03-13T18:37:31,621 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-03-13T18:37:31,622 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-03-13T18:37:31,624 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-03-13T18:37:31,626 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-13T18:37:31,627 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-13T18:37:31,630 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-03-13T18:37:31,633 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-03-13T18:37:31,634 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-13T18:37:31,636 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-03-13T18:37:31,639 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-03-13T18:37:31,641 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-03-13T18:37:31,643 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-03-13T18:37:31,646 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:31,647 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:31,649 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:31,651 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:31,653 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:31,655 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-03-13T18:37:31,658 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-13T18:37:31,659 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-13T18:37:31,662 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-03-13T18:37:31,665 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-13T18:37:31,667 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-13T18:37:31,669 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-03-13T18:37:31,671 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,674 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-03-13T18:37:31,678 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-03-13T18:37:31,680 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:31,681 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:31,684 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:31,686 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:31,688 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-03-13T18:37:31,690 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,692 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,694 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,695 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,697 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,699 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,701 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,703 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,705 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,707 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,709 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,711 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-03-13T18:37:31,713 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,715 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,717 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,719 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,721 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,724 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-03-13T18:37:31,725 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,727 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,729 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,731 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,734 copying build/lib/snowflake/ml/_internal/utils/tee.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,736 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,738 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,740 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,742 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,744 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,746 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,748 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,751 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,753 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,756 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,758 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,760 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,762 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,764 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-03-13T18:37:31,767 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,770 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-03-13T18:37:31,773 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-03-13T18:37:31,774 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-03-13T18:37:31,777 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-03-13T18:37:31,780 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-03-13T18:37:31,781 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-03-13T18:37:31,783 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:31,784 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:31,786 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:31,789 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-03-13T18:37:31,791 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-13T18:37:31,794 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,795 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,797 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,800 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,803 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,805 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,808 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,811 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,813 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,816 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,819 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,821 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,824 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,827 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,830 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,832 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,835 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-03-13T18:37:31,839 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:31,840 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:31,842 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:31,844 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-03-13T18:37:31,847 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-03-13T18:37:31,850 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-03-13T18:37:31,852 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-13T18:37:31,854 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-03-13T18:37:31,857 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:31,859 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:31,861 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:31,864 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:31,866 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:31,868 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-03-13T18:37:31,871 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-03-13T18:37:31,873 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-03-13T18:37:31,876 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-03-13T18:37:31,878 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-03-13T18:37:31,881 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,883 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,886 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,888 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,891 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,895 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,899 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-03-13T18:37:31,901 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-03-13T18:37:31,903 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-13T18:37:31,905 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-13T18:37:31,908 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-13T18:37:31,912 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-13T18:37:31,914 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-03-13T18:37:31,917 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-03-13T18:37:31,919 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-13T18:37:31,922 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-13T18:37:31,924 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-13T18:37:31,927 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-13T18:37:31,930 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-13T18:37:31,933 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-03-13T18:37:31,936 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-03-13T18:37:31,937 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-13T18:37:31,940 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-13T18:37:31,943 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-13T18:37:31,946 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-03-13T18:37:31,950 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-03-13T18:37:31,952 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-13T18:37:31,955 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-13T18:37:31,957 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-03-13T18:37:31,960 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,963 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,966 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,968 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:31,971 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-03-13T18:37:31,973 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,976 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,979 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,982 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,986 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,990 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,992 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,994 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:31,997 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:32,000 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-03-13T18:37:32,002 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:32,005 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-03-13T18:37:32,007 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-03-13T18:37:32,009 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-03-13T18:37:32,012 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-03-13T18:37:32,013 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-13T18:37:32,016 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-03-13T18:37:32,020 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-03-13T18:37:32,021 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-03-13T18:37:32,025 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,026 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,029 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,032 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,034 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,036 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,038 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,040 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-03-13T18:37:32,043 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-03-13T18:37:32,044 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-03-13T18:37:32,047 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-03-13T18:37:32,048 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-03-13T18:37:32,050 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-03-13T18:37:32,053 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-03-13T18:37:32,054 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-13T18:37:32,057 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-13T18:37:32,059 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-13T18:37:32,062 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-13T18:37:32,064 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-13T18:37:32,066 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-03-13T18:37:32,070 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-03-13T18:37:32,071 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-13T18:37:32,074 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-13T18:37:32,077 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-03-13T18:37:32,078 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-03-13T18:37:32,082 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-03-13T18:37:32,083 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-13T18:37:32,085 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-03-13T18:37:32,088 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-03-13T18:37:32,089 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-03-13T18:37:32,092 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-03-13T18:37:32,093 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-03-13T18:37:32,096 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-03-13T18:37:32,098 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-03-13T18:37:32,100 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-13T18:37:32,103 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-13T18:37:32,105 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-13T18:37:32,108 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-13T18:37:32,111 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-03-13T18:37:32,112 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,114 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,117 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,119 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,121 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,124 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,126 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,129 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-03-13T18:37:32,132 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-03-13T18:37:32,133 copying build/lib/snowflake/ml/jobs/_utils/types.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,135 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,137 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,138 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,140 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,142 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,144 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,148 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,152 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,153 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,155 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,157 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,160 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,161 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,163 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,166 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-03-13T18:37:32,169 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-03-13T18:37:32,171 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-03-13T18:37:32,175 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-03-13T18:37:32,176 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-13T18:37:32,178 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-03-13T18:37:32,181 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-03-13T18:37:32,182 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-13T18:37:32,185 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-03-13T18:37:32,188 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-03-13T18:37:32,189 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-13T18:37:32,192 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-03-13T18:37:32,193 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-03-13T18:37:32,196 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-13T18:37:32,198 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-13T18:37:32,201 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-13T18:37:32,203 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-13T18:37:32,205 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-03-13T18:37:32,208 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-03-13T18:37:32,210 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-03-13T18:37:32,211 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-13T18:37:32,214 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-13T18:37:32,216 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-03-13T18:37:32,220 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-03-13T18:37:32,221 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-13T18:37:32,224 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-13T18:37:32,226 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-13T18:37:32,228 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-03-13T18:37:32,231 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_logging 2026-03-13T18:37:32,232 copying build/lib/snowflake/ml/experiment/_logging/experiment_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-13T18:37:32,234 copying build/lib/snowflake/ml/experiment/_logging/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-13T18:37:32,236 copying build/lib/snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-03-13T18:37:32,238 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-13T18:37:32,241 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-03-13T18:37:32,242 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-13T18:37:32,245 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-03-13T18:37:32,247 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-13T18:37:32,249 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-13T18:37:32,251 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-03-13T18:37:32,254 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-03-13T18:37:32,255 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-13T18:37:32,257 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-03-13T18:37:32,260 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-03-13T18:37:32,261 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,264 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,266 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,267 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,270 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,272 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,274 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,276 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,279 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,281 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,283 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,285 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-03-13T18:37:32,287 running install_egg_info 2026-03-13T18:37:32,293 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.30.0-py3.11.egg-info 2026-03-13T18:37:32,364 running install_scripts 2026-03-13T18:37:32,388 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.30.0.dist-info/WHEEL 2026-03-13T18:37:32,391 creating '/tmp/pip-wheel-eguioh5s/.tmp-x3vs73fq/snowflake_ml_python-1.30.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-03-13T18:37:32,394 adding 'snowflake/cortex/__init__.py' 2026-03-13T18:37:32,396 adding 'snowflake/cortex/_classify_text.py' 2026-03-13T18:37:32,399 adding 'snowflake/cortex/_complete.py' 2026-03-13T18:37:32,400 adding 'snowflake/cortex/_embed_text_1024.py' 2026-03-13T18:37:32,402 adding 'snowflake/cortex/_embed_text_768.py' 2026-03-13T18:37:32,404 adding 'snowflake/cortex/_extract_answer.py' 2026-03-13T18:37:32,406 adding 'snowflake/cortex/_finetune.py' 2026-03-13T18:37:32,407 adding 'snowflake/cortex/_sentiment.py' 2026-03-13T18:37:32,409 adding 'snowflake/cortex/_sse_client.py' 2026-03-13T18:37:32,411 adding 'snowflake/cortex/_summarize.py' 2026-03-13T18:37:32,412 adding 'snowflake/cortex/_translate.py' 2026-03-13T18:37:32,414 adding 'snowflake/cortex/_util.py' 2026-03-13T18:37:32,416 adding 'snowflake/ml/version.py' 2026-03-13T18:37:32,417 adding 'snowflake/ml/_internal/env.py' 2026-03-13T18:37:32,421 adding 'snowflake/ml/_internal/env_utils.py' 2026-03-13T18:37:32,424 adding 'snowflake/ml/_internal/file_utils.py' 2026-03-13T18:37:32,425 adding 'snowflake/ml/_internal/init_utils.py' 2026-03-13T18:37:32,426 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-03-13T18:37:32,428 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-03-13T18:37:32,429 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-03-13T18:37:32,433 adding 'snowflake/ml/_internal/telemetry.py' 2026-03-13T18:37:32,435 adding 'snowflake/ml/_internal/type_utils.py' 2026-03-13T18:37:32,436 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-03-13T18:37:32,438 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-03-13T18:37:32,439 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-03-13T18:37:32,440 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-03-13T18:37:32,442 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-03-13T18:37:32,443 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-03-13T18:37:32,444 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-03-13T18:37:32,446 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-03-13T18:37:32,447 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-03-13T18:37:32,449 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-03-13T18:37:32,451 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-03-13T18:37:32,453 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-03-13T18:37:32,455 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-03-13T18:37:32,457 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-03-13T18:37:32,461 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-03-13T18:37:32,463 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-03-13T18:37:32,464 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-03-13T18:37:32,467 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-03-13T18:37:32,469 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-03-13T18:37:32,471 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-03-13T18:37:32,473 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-03-13T18:37:32,476 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-03-13T18:37:32,478 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-03-13T18:37:32,480 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-03-13T18:37:32,482 adding 'snowflake/ml/_internal/utils/result.py' 2026-03-13T18:37:32,484 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-03-13T18:37:32,486 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-03-13T18:37:32,489 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-03-13T18:37:32,491 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-03-13T18:37:32,493 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-03-13T18:37:32,495 adding 'snowflake/ml/_internal/utils/tee.py' 2026-03-13T18:37:32,497 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-03-13T18:37:32,499 adding 'snowflake/ml/_internal/utils/url.py' 2026-03-13T18:37:32,501 adding 'snowflake/ml/data/__init__.py' 2026-03-13T18:37:32,504 adding 'snowflake/ml/data/data_connector.py' 2026-03-13T18:37:32,506 adding 'snowflake/ml/data/data_ingestor.py' 2026-03-13T18:37:32,507 adding 'snowflake/ml/data/data_source.py' 2026-03-13T18:37:32,509 adding 'snowflake/ml/data/ingestor_utils.py' 2026-03-13T18:37:32,511 adding 'snowflake/ml/data/torch_utils.py' 2026-03-13T18:37:32,515 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-03-13T18:37:32,518 adding 'snowflake/ml/dataset/__init__.py' 2026-03-13T18:37:32,521 adding 'snowflake/ml/dataset/dataset.py' 2026-03-13T18:37:32,523 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-03-13T18:37:32,525 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-03-13T18:37:32,528 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-03-13T18:37:32,530 adding 'snowflake/ml/experiment/__init__.py' 2026-03-13T18:37:32,532 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-03-13T18:37:32,536 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-03-13T18:37:32,538 adding 'snowflake/ml/experiment/utils.py' 2026-03-13T18:37:32,540 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-03-13T18:37:32,543 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-03-13T18:37:32,545 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-03-13T18:37:32,546 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-03-13T18:37:32,548 adding 'snowflake/ml/experiment/_entities/run.py' 2026-03-13T18:37:32,549 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-03-13T18:37:32,551 adding 'snowflake/ml/experiment/_logging/__init__.py' 2026-03-13T18:37:32,552 adding 'snowflake/ml/experiment/_logging/experiment_logger.py' 2026-03-13T18:37:32,554 adding 'snowflake/ml/experiment/_logging/experiment_logging_context.py' 2026-03-13T18:37:32,556 adding 'snowflake/ml/experiment/callback/keras.py' 2026-03-13T18:37:32,557 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-03-13T18:37:32,559 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-03-13T18:37:32,561 adding 'snowflake/ml/feature_store/__init__.py' 2026-03-13T18:37:32,563 adding 'snowflake/ml/feature_store/access_manager.py' 2026-03-13T18:37:32,565 adding 'snowflake/ml/feature_store/aggregation.py' 2026-03-13T18:37:32,566 adding 'snowflake/ml/feature_store/entity.py' 2026-03-13T18:37:32,568 adding 'snowflake/ml/feature_store/feature.py' 2026-03-13T18:37:32,590 adding 'snowflake/ml/feature_store/feature_store.py' 2026-03-13T18:37:32,599 adding 'snowflake/ml/feature_store/feature_view.py' 2026-03-13T18:37:32,602 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-03-13T18:37:32,603 adding 'snowflake/ml/feature_store/stream_source.py' 2026-03-13T18:37:32,609 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-03-13T18:37:32,612 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-03-13T18:37:32,614 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-03-13T18:37:32,616 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-03-13T18:37:32,618 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-03-13T18:37:32,619 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-03-13T18:37:32,621 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-03-13T18:37:32,622 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-03-13T18:37:32,624 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-03-13T18:37:32,626 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-03-13T18:37:32,627 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-03-13T18:37:32,629 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-03-13T18:37:32,630 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-03-13T18:37:32,632 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-03-13T18:37:32,634 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-03-13T18:37:32,635 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-03-13T18:37:32,636 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-03-13T18:37:32,638 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-03-13T18:37:32,639 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-03-13T18:37:32,640 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-03-13T18:37:32,642 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-03-13T18:37:32,644 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-03-13T18:37:32,645 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-03-13T18:37:32,647 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-03-13T18:37:32,650 adding 'snowflake/ml/fileset/fileset.py' 2026-03-13T18:37:32,653 adding 'snowflake/ml/fileset/sfcfs.py' 2026-03-13T18:37:32,654 adding 'snowflake/ml/fileset/snowfs.py' 2026-03-13T18:37:32,657 adding 'snowflake/ml/fileset/stage_fs.py' 2026-03-13T18:37:32,660 adding 'snowflake/ml/jobs/__init__.py' 2026-03-13T18:37:32,661 adding 'snowflake/ml/jobs/decorators.py' 2026-03-13T18:37:32,665 adding 'snowflake/ml/jobs/job.py' 2026-03-13T18:37:32,667 adding 'snowflake/ml/jobs/job_definition.py' 2026-03-13T18:37:32,670 adding 'snowflake/ml/jobs/manager.py' 2026-03-13T18:37:32,672 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-03-13T18:37:32,673 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-03-13T18:37:32,675 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-03-13T18:37:32,678 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-03-13T18:37:32,680 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-03-13T18:37:32,682 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-03-13T18:37:32,684 adding 'snowflake/ml/jobs/_interop/results.py' 2026-03-13T18:37:32,686 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-03-13T18:37:32,687 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-03-13T18:37:32,689 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-03-13T18:37:32,690 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-03-13T18:37:32,692 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-03-13T18:37:32,696 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-03-13T18:37:32,697 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-03-13T18:37:32,699 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-03-13T18:37:32,701 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-03-13T18:37:32,702 adding 'snowflake/ml/jobs/_utils/types.py' 2026-03-13T18:37:32,704 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-03-13T18:37:32,706 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-03-13T18:37:32,710 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-03-13T18:37:32,711 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-03-13T18:37:32,713 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-03-13T18:37:32,714 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-03-13T18:37:32,716 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-03-13T18:37:32,718 adding 'snowflake/ml/lineage/__init__.py' 2026-03-13T18:37:32,720 adding 'snowflake/ml/lineage/lineage_node.py' 2026-03-13T18:37:32,722 adding 'snowflake/ml/model/__init__.py' 2026-03-13T18:37:32,724 adding 'snowflake/ml/model/code_path.py' 2026-03-13T18:37:32,725 adding 'snowflake/ml/model/compute_pool.py' 2026-03-13T18:37:32,727 adding 'snowflake/ml/model/custom_model.py' 2026-03-13T18:37:32,729 adding 'snowflake/ml/model/event_handler.py' 2026-03-13T18:37:32,730 adding 'snowflake/ml/model/inference_engine.py' 2026-03-13T18:37:32,734 adding 'snowflake/ml/model/model_signature.py' 2026-03-13T18:37:32,736 adding 'snowflake/ml/model/openai_signatures.py' 2026-03-13T18:37:32,737 adding 'snowflake/ml/model/target_platform.py' 2026-03-13T18:37:32,738 adding 'snowflake/ml/model/task.py' 2026-03-13T18:37:32,741 adding 'snowflake/ml/model/type_hints.py' 2026-03-13T18:37:32,742 adding 'snowflake/ml/model/volatility.py' 2026-03-13T18:37:32,744 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-03-13T18:37:32,746 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-03-13T18:37:32,748 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-03-13T18:37:32,754 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-03-13T18:37:32,757 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-03-13T18:37:32,758 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-03-13T18:37:32,763 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-03-13T18:37:32,765 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-03-13T18:37:32,770 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-03-13T18:37:32,772 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-03-13T18:37:32,775 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-03-13T18:37:32,776 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-03-13T18:37:32,778 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-03-13T18:37:32,780 adding 'snowflake/ml/model/_client/sql/model.py' 2026-03-13T18:37:32,782 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-03-13T18:37:32,784 adding 'snowflake/ml/model/_client/sql/service.py' 2026-03-13T18:37:32,786 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-03-13T18:37:32,787 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-03-13T18:37:32,789 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-03-13T18:37:32,792 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-03-13T18:37:32,793 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-03-13T18:37:32,795 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-03-13T18:37:32,797 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-03-13T18:37:32,798 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-03-13T18:37:32,800 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-03-13T18:37:32,801 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-03-13T18:37:32,804 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-03-13T18:37:32,805 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-03-13T18:37:32,807 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-03-13T18:37:32,809 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-03-13T18:37:32,811 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-03-13T18:37:32,814 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-03-13T18:37:32,816 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-03-13T18:37:32,819 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-03-13T18:37:32,821 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-03-13T18:37:32,823 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-03-13T18:37:32,828 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-03-13T18:37:32,830 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-03-13T18:37:32,832 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-03-13T18:37:32,834 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-03-13T18:37:32,837 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-03-13T18:37:32,839 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-03-13T18:37:32,842 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-03-13T18:37:32,844 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-03-13T18:37:32,847 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-03-13T18:37:32,849 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-03-13T18:37:32,851 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-03-13T18:37:32,853 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-03-13T18:37:32,855 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-03-13T18:37:32,856 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-03-13T18:37:32,857 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-03-13T18:37:32,858 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-03-13T18:37:32,860 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-03-13T18:37:32,861 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-03-13T18:37:32,864 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-03-13T18:37:32,866 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-03-13T18:37:32,868 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-03-13T18:37:32,869 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-03-13T18:37:32,870 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-03-13T18:37:32,872 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-03-13T18:37:32,874 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-03-13T18:37:32,876 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-03-13T18:37:32,878 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-03-13T18:37:32,879 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-03-13T18:37:32,884 adding 'snowflake/ml/model/_signatures/core.py' 2026-03-13T18:37:32,885 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-03-13T18:37:32,887 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-03-13T18:37:32,889 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-03-13T18:37:32,891 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-03-13T18:37:32,893 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-03-13T18:37:32,894 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-03-13T18:37:32,896 adding 'snowflake/ml/model/_signatures/utils.py' 2026-03-13T18:37:32,898 adding 'snowflake/ml/model/batch/__init__.py' 2026-03-13T18:37:32,901 adding 'snowflake/ml/model/models/huggingface.py' 2026-03-13T18:37:32,903 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-03-13T18:37:32,907 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-03-13T18:37:32,909 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-03-13T18:37:32,910 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-03-13T18:37:32,912 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-03-13T18:37:32,913 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-03-13T18:37:32,915 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-03-13T18:37:32,917 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-03-13T18:37:32,919 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-03-13T18:37:32,924 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-03-13T18:37:32,926 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-03-13T18:37:32,928 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-03-13T18:37:32,932 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-03-13T18:37:32,934 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-03-13T18:37:32,936 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-03-13T18:37:32,940 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-03-13T18:37:32,942 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-03-13T18:37:32,947 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-03-13T18:37:32,952 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-03-13T18:37:32,956 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-03-13T18:37:32,961 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-03-13T18:37:32,966 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-03-13T18:37:32,971 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-03-13T18:37:32,975 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-03-13T18:37:32,980 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-03-13T18:37:32,985 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-03-13T18:37:32,990 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-03-13T18:37:32,995 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-03-13T18:37:33,000 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-03-13T18:37:33,005 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-03-13T18:37:33,007 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-03-13T18:37:33,012 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-03-13T18:37:33,016 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-03-13T18:37:33,018 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-03-13T18:37:33,023 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-03-13T18:37:33,027 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-03-13T18:37:33,032 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-03-13T18:37:33,037 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-03-13T18:37:33,041 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-03-13T18:37:33,046 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-03-13T18:37:33,051 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-03-13T18:37:33,055 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-03-13T18:37:33,057 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-03-13T18:37:33,062 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-03-13T18:37:33,066 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-03-13T18:37:33,071 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-03-13T18:37:33,076 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-03-13T18:37:33,081 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-03-13T18:37:33,086 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-03-13T18:37:33,091 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-03-13T18:37:33,096 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-03-13T18:37:33,100 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-03-13T18:37:33,105 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-03-13T18:37:33,107 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-03-13T18:37:33,112 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-03-13T18:37:33,117 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-03-13T18:37:33,119 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-03-13T18:37:33,123 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-03-13T18:37:33,128 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-03-13T18:37:33,133 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-03-13T18:37:33,137 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-03-13T18:37:33,143 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-03-13T18:37:33,148 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-03-13T18:37:33,154 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-03-13T18:37:33,159 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-03-13T18:37:33,165 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-03-13T18:37:33,170 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-03-13T18:37:33,175 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-03-13T18:37:33,180 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-03-13T18:37:33,186 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-03-13T18:37:33,191 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-03-13T18:37:33,195 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-03-13T18:37:33,200 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-03-13T18:37:33,202 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-03-13T18:37:33,206 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-03-13T18:37:33,211 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-03-13T18:37:33,216 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-03-13T18:37:33,220 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-03-13T18:37:33,225 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-03-13T18:37:33,229 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-03-13T18:37:33,234 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-03-13T18:37:33,239 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-03-13T18:37:33,241 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-03-13T18:37:33,245 adding 'snowflake/ml/modeling/framework/base.py' 2026-03-13T18:37:33,247 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-03-13T18:37:33,252 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-03-13T18:37:33,257 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-03-13T18:37:33,259 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-03-13T18:37:33,264 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-03-13T18:37:33,268 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-03-13T18:37:33,273 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-03-13T18:37:33,276 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-03-13T18:37:33,278 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-03-13T18:37:33,282 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-03-13T18:37:33,287 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-03-13T18:37:33,291 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-03-13T18:37:33,296 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-03-13T18:37:33,301 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-03-13T18:37:33,303 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-03-13T18:37:33,308 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-03-13T18:37:33,310 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-03-13T18:37:33,314 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-03-13T18:37:33,319 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-03-13T18:37:33,322 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-03-13T18:37:33,327 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-03-13T18:37:33,332 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-03-13T18:37:33,337 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-03-13T18:37:33,342 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-03-13T18:37:33,346 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-03-13T18:37:33,351 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-03-13T18:37:33,356 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-03-13T18:37:33,360 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-03-13T18:37:33,365 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-03-13T18:37:33,370 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-03-13T18:37:33,375 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-03-13T18:37:33,380 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-03-13T18:37:33,385 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-03-13T18:37:33,389 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-03-13T18:37:33,395 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-03-13T18:37:33,400 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-03-13T18:37:33,405 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-03-13T18:37:33,410 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-03-13T18:37:33,415 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-03-13T18:37:33,420 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-03-13T18:37:33,424 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-03-13T18:37:33,429 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-03-13T18:37:33,435 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-03-13T18:37:33,439 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-03-13T18:37:33,444 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-03-13T18:37:33,449 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-03-13T18:37:33,454 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-03-13T18:37:33,459 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-03-13T18:37:33,464 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-03-13T18:37:33,469 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-03-13T18:37:33,474 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-03-13T18:37:33,480 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-03-13T18:37:33,485 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-03-13T18:37:33,490 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-03-13T18:37:33,495 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-03-13T18:37:33,497 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-03-13T18:37:33,502 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-03-13T18:37:33,506 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-03-13T18:37:33,511 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-03-13T18:37:33,516 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-03-13T18:37:33,518 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-03-13T18:37:33,526 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-03-13T18:37:33,528 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-03-13T18:37:33,530 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-03-13T18:37:33,532 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-03-13T18:37:33,534 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-03-13T18:37:33,537 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-03-13T18:37:33,540 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-03-13T18:37:33,546 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-03-13T18:37:33,551 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-03-13T18:37:33,554 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-03-13T18:37:33,558 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-03-13T18:37:33,562 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-03-13T18:37:33,565 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-03-13T18:37:33,569 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-03-13T18:37:33,575 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-03-13T18:37:33,580 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-03-13T18:37:33,582 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-03-13T18:37:33,587 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-03-13T18:37:33,592 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-03-13T18:37:33,597 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-03-13T18:37:33,602 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-03-13T18:37:33,607 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-03-13T18:37:33,609 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-03-13T18:37:33,614 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-03-13T18:37:33,619 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-03-13T18:37:33,624 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-03-13T18:37:33,630 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-03-13T18:37:33,635 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-03-13T18:37:33,640 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-03-13T18:37:33,646 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-03-13T18:37:33,651 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-03-13T18:37:33,657 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-03-13T18:37:33,660 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-03-13T18:37:33,664 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-03-13T18:37:33,670 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-03-13T18:37:33,676 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-03-13T18:37:33,679 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-03-13T18:37:33,680 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-03-13T18:37:33,682 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-03-13T18:37:33,684 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-03-13T18:37:33,688 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-03-13T18:37:33,691 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-03-13T18:37:33,693 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-03-13T18:37:33,696 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-03-13T18:37:33,698 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-03-13T18:37:33,700 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-03-13T18:37:33,703 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-03-13T18:37:33,920 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-03-13T18:37:33,928 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-03-13T18:37:33,933 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-03-13T18:37:33,938 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-03-13T18:37:33,940 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-03-13T18:37:33,943 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-03-13T18:37:33,945 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-03-13T18:37:33,950 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-03-13T18:37:33,955 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-03-13T18:37:33,957 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-03-13T18:37:33,962 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-03-13T18:37:33,967 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-03-13T18:37:33,973 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-03-13T18:37:33,978 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-03-13T18:37:33,983 adding 'snowflake/ml/modeling/svm/svc.py' 2026-03-13T18:37:33,988 adding 'snowflake/ml/modeling/svm/svr.py' 2026-03-13T18:37:33,991 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-03-13T18:37:33,996 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-03-13T18:37:34,001 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-03-13T18:37:34,006 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-03-13T18:37:34,011 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-03-13T18:37:34,013 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-03-13T18:37:34,019 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-03-13T18:37:34,025 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-03-13T18:37:34,031 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-03-13T18:37:34,037 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-03-13T18:37:34,040 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-03-13T18:37:34,042 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-03-13T18:37:34,043 adding 'snowflake/ml/monitoring/shap.py' 2026-03-13T18:37:34,046 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-03-13T18:37:34,047 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-03-13T18:37:34,049 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-03-13T18:37:34,051 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-03-13T18:37:34,053 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-03-13T18:37:34,055 adding 'snowflake/ml/registry/__init__.py' 2026-03-13T18:37:34,058 adding 'snowflake/ml/registry/registry.py' 2026-03-13T18:37:34,061 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-03-13T18:37:34,063 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-03-13T18:37:34,065 adding 'snowflake/ml/utils/authentication.py' 2026-03-13T18:37:34,067 adding 'snowflake/ml/utils/connection_params.py' 2026-03-13T18:37:34,069 adding 'snowflake/ml/utils/html_utils.py' 2026-03-13T18:37:34,071 adding 'snowflake/ml/utils/sparse.py' 2026-03-13T18:37:34,072 adding 'snowflake/ml/utils/sql_client.py' 2026-03-13T18:37:34,073 adding 'snowflake/ml/utils/stage_file.py' 2026-03-13T18:37:34,077 adding 'snowflake_ml_python-1.30.0.dist-info/licenses/LICENSE.txt' 2026-03-13T18:37:34,093 adding 'snowflake_ml_python-1.30.0.dist-info/METADATA' 2026-03-13T18:37:34,094 adding 'snowflake_ml_python-1.30.0.dist-info/WHEEL' 2026-03-13T18:37:34,095 adding 'snowflake_ml_python-1.30.0.dist-info/top_level.txt' 2026-03-13T18:37:34,103 adding 'snowflake_ml_python-1.30.0.dist-info/RECORD' 2026-03-13T18:37:34,133 removing build/bdist.linux-armv7l/wheel 2026-03-13T18:37:34,377 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-03-13T18:37:34,439 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.30.0-py3-none-any.whl size=2296895 sha256=ff6b23114d1c508bec544a682f83555124bee26d96dfb5b93b26c47b51c59c15 2026-03-13T18:37:34,441 Stored in directory: /tmp/pip-ephem-wheel-cache-wj_aig9o/wheels/42/7e/91/a7d57a02e3e660e179c08eff629a2a4d1975fc6b108bf38824 2026-03-13T18:37:34,492 Successfully built snowflake-ml-python 2026-03-13T18:37:34,557 Removed build tracker: '/tmp/pip-build-tracker-0vh0ykvd'