2026-06-06T13:55:48,934 Created temporary directory: /tmp/pip-ephem-wheel-cache-i10pnn84 2026-06-06T13:55:48,936 Created temporary directory: /tmp/pip-build-tracker-5h9szulu 2026-06-06T13:55:48,936 Initialized build tracking at /tmp/pip-build-tracker-5h9szulu 2026-06-06T13:55:48,937 Created build tracker: /tmp/pip-build-tracker-5h9szulu 2026-06-06T13:55:48,937 Entered build tracker: /tmp/pip-build-tracker-5h9szulu 2026-06-06T13:55:48,938 Created temporary directory: /tmp/pip-wheel-5qed5k51 2026-06-06T13:55:48,941 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 2026-06-06T13:55:48,943 Created temporary directory: /tmp/pip-ephem-wheel-cache-yfzdla_8 2026-06-06T13:55:48,965 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-06-06T13:55:48,969 2 location(s) to search for versions of mlxtend: 2026-06-06T13:55:48,969 * https://pypi.org/simple/mlxtend/ 2026-06-06T13:55:48,969 * https://www.piwheels.org/simple/mlxtend/ 2026-06-06T13:55:48,969 Fetching project page and analyzing links: https://pypi.org/simple/mlxtend/ 2026-06-06T13:55:48,970 Getting page https://pypi.org/simple/mlxtend/ 2026-06-06T13:55:48,972 Found index url https://pypi.org/simple 2026-06-06T13:55:49,127 Fetched page https://pypi.org/simple/mlxtend/ as application/vnd.pypi.simple.v1+json 2026-06-06T13:55:49,143 Found link https://files.pythonhosted.org/packages/c9/4b/8207b39e3dbaeb996a28222b68fd8ef4db3ac0cb14411a6893ebf02ad878/mlxtend-0.1.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.1.0 2026-06-06T13:55:49,144 Found link https://files.pythonhosted.org/packages/dc/07/0515fd6f9339d42cc9edaf2bfdac5906cf93ddf41d427b4addf54b827edf/mlxtend-0.1.1.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.1.1 2026-06-06T13:55:49,144 Found link https://files.pythonhosted.org/packages/3b/d8/60abd43a6858fb637f08e1d84bbc607346ae1944e62063135bd54bcb8521/mlxtend-0.1.2.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.1.2 2026-06-06T13:55:49,145 Found link https://files.pythonhosted.org/packages/dd/bc/4aa28ef8ffde1dc9035b0cc017d1aa13b067c77b39788cff5ebfdf8a6530/mlxtend-0.1.3.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.1.3 2026-06-06T13:55:49,146 Found link https://files.pythonhosted.org/packages/a9/23/56a3fbbf2f182c46155b2dd45122b0883ef2d58b8485baef674ec5a83cfe/mlxtend-0.1.4.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.1.4 2026-06-06T13:55:49,147 Found link 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https://files.pythonhosted.org/packages/7f/51/fcb23f1555b92e29caa9125dccdfc24211b664873915dadf233b0e33152e/mlxtend-0.2.3.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.2.3 2026-06-06T13:55:49,153 Found link https://files.pythonhosted.org/packages/4d/ca/52afeaac7ac21771b6af7a00cf1b4ee9976c6c74afd1db789f122403b4b7/mlxtend-0.2.4.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.2.4 2026-06-06T13:55:49,154 Found link https://files.pythonhosted.org/packages/8f/de/c6f9b462040bb10fe6e829040e8b57de4069f9105fb7d997f3ac3d341008/mlxtend-0.2.5.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.2.5 2026-06-06T13:55:49,154 Found link https://files.pythonhosted.org/packages/19/67/c01dd509cad86c9d122a69397818edc783c7b627049e24b585a3e1c506ff/mlxtend-0.2.6.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.2.6 2026-06-06T13:55:49,155 Found link 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2026-06-06T13:55:49,164 Found link https://files.pythonhosted.org/packages/be/04/7db9ce6441b026f206bd0bbd3c8e7a2e33f291023dc109ad8c985599a57d/mlxtend-0.5.1.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.5.1 2026-06-06T13:55:49,165 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/e5/80/0b70be7db6f07c7a4aa7a6cb1a95e04b73f68cdffd6b5c5d6981cee28f02/mlxtend-0.6.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,165 Found link https://files.pythonhosted.org/packages/99/5e/2ca4e2e9e471b33e84198a443f7a5eaa2a3b7c2d56db74066434ef4bcc1d/mlxtend-0.6.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.6.0 2026-06-06T13:55:49,166 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/46/80/01f6636fed15abe853ec1a36a7f700a955b9b9b391524e616e4505c92af0/mlxtend-0.7.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,166 Found link https://files.pythonhosted.org/packages/1f/29/7521f2ec9b56a4425d933b0649800c26aed01f1f460dd7d4ba23edabcce4/mlxtend-0.7.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.7.0 2026-06-06T13:55:49,167 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/90/a6/23f8770e9a27c6d86c3d85de147a967c2e9c8caa43b224d317823f5c23a0/mlxtend-0.8.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,167 Found link https://files.pythonhosted.org/packages/14/8f/58671e25809715da6b9cba4fc66b8c83be21947ab7c67ed830aec0c53f03/mlxtend-0.8.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.8.0 2026-06-06T13:55:49,168 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/7d/bb/210bee145f935027c9310a6e619cab996c6de44d682c4268b75cbca054e5/mlxtend-0.9.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,169 Found link https://files.pythonhosted.org/packages/43/ed/d062f5d47333508507bd01a5821597922bd185aed676757005c1b9b4f772/mlxtend-0.9.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.9.0 2026-06-06T13:55:49,169 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/da/da/b76722e93eb2c80e23f7fda1c9d737537c2470887a4e42f1a703a79a724e/mlxtend-0.9.1-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,170 Found link https://files.pythonhosted.org/packages/36/76/06484d922dedba1b875999d1566f41f83939a5e97cfab3b06d710db27d2e/mlxtend-0.9.1.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.9.1 2026-06-06T13:55:49,171 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/49/3b/547e7dd5a56cd60de636af0c504dc4b2876d051224f7470d54b43b56b10d/mlxtend-0.10.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,172 Found link https://files.pythonhosted.org/packages/9f/c7/5d040f73f1f53e594ce6451ead7d13de317d4e0324a05c57bd967da358a1/mlxtend-0.10.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.10.0 2026-06-06T13:55:49,172 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/72/71/544f2af29e8acce302aa8f337397806b5254b442955fd94ef15d84ca6b80/mlxtend-0.11.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,173 Found link https://files.pythonhosted.org/packages/ad/26/4ea3bfaceb38ee37fc91748c48be3c4b19e4677a6a20f8c328f0a8ee41fa/mlxtend-0.11.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.11.0 2026-06-06T13:55:49,174 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/b5/40/daab57161effb451cc2990a9cebe4da68c2a8038e7a5b8d0bc24cccf9da6/mlxtend-0.12.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,174 Found link https://files.pythonhosted.org/packages/85/c3/6042c5aedc039896db74ae29acc3f4d1c786fb7da513d50e394d469eafef/mlxtend-0.12.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.12.0 2026-06-06T13:55:49,175 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/d0/f9/798cb32550dcbc9e0e3c143dc7144d2631df171423ed143cdb8b38ee2e5e/mlxtend-0.13.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,176 Found link https://files.pythonhosted.org/packages/79/94/88c08adb37b466b454723d5e0265b5bbcfd19ec2faea2224a66e377b448c/mlxtend-0.13.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.13.0 2026-06-06T13:55:49,176 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/44/d1/1b9e85e991f836e9aaea18367ff628a6324af1005971dc9f57e51a2ab5a4/mlxtend-0.14.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,177 Found link https://files.pythonhosted.org/packages/be/9f/88a1b650008ba5cf7df9ceb7cdc22c155e41efdbfd7190e67c5d6e942121/mlxtend-0.14.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.14.0 2026-06-06T13:55:49,178 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/16/e6/30e50ed9c053a1530c83149090e1f5fd9fccc8503dca2ecce1bb52f34de0/mlxtend-0.15.0.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,178 Found link https://files.pythonhosted.org/packages/96/0a/a57febafabe6b193dacef178eb26bad0092664ca7a0bf5df8761d765a896/mlxtend-0.15.0.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.15.0.0 2026-06-06T13:55:49,179 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/c0/ca/54fe0ae783ce81a467710d1c5fb41cfca075121139b48327b807020dc40c/mlxtend-0.16.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,179 Found link https://files.pythonhosted.org/packages/08/a3/c7d2d3908eb3a3379b64b6a0f153403db23292f6b4e2aa36cc13b62c09b8/mlxtend-0.16.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.16.0 2026-06-06T13:55:49,180 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/52/04/c362f34f666f0ddc7cf593805e64d64fa670ed96fd9302e68549dd48287d/mlxtend-0.17.0-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,180 Found link https://files.pythonhosted.org/packages/de/29/f6e5e4c5eea8a7d34a6a1a8699e5bfdd9a4c708c971d0a827bcbaf0bb117/mlxtend-0.17.0.tar.gz (from https://pypi.org/simple/mlxtend/), version: 0.17.0 2026-06-06T13:55:49,181 Skipping link: No binaries permitted for mlxtend: https://files.pythonhosted.org/packages/f1/1a/8ee48a7f448063428d30080ee5afd9efcf8f01c119d3d473c27bd65b0e0e/mlxtend-0.17.1-py2.py3-none-any.whl (from https://pypi.org/simple/mlxtend/) 2026-06-06T13:55:49,182 Found link 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https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.7-py3-none-any.whl#sha256=0419b9aee604c3eabc825105996997d08f7786c7a81fa81aad12610a309081d7 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,407 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.6-py3-none-any.whl#sha256=9d487127103e4f19b1b399db78bf8dc64eef6f7c13beddb5d56e37f2a35f93ca (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,408 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.5-py3-none-any.whl#sha256=5ce1a308e08e73aaf3b6be0eab1e8e9adcc7851b0bde153613a046ad0a7976ec (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,409 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.4-py3-none-any.whl#sha256=dffd7a2e4f6166d221aeab9fb290e64b8b89c6ff68f9873801dffc9992ead4cd (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,409 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.2-py3-none-any.whl#sha256=ae15bcb143805be797e4c4017a81017324793151cc4bbe57d4b69456e74edeb7 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,409 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.1-py3-none-any.whl#sha256=371b2bc00fa0cb42bb442e8dae4cafa886f383942e1f65b1824403cfe1816839 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,410 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.2.0-py3-none-any.whl#sha256=bd51df27e48f230027be807cd24dfddabffb3be7c143a3cf74fee09f2551068e (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,410 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.9-py3-none-any.whl#sha256=9c9c6f847ea1afdac5a837f05345f52205b5d46a2c465d9f3e62e087d0b1a50e (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,411 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.8-py3-none-any.whl#sha256=1fcf07a17fcca4ef58400ac2f70750690e6faf070f398ebbb619926a08b97523 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,411 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.7-py3-none-any.whl#sha256=32602d440c14899ffa8472554e5dbcd7f1be4a1d15779f06573f13aa394e1075 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,412 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.6-py3-none-any.whl#sha256=e553fbee366130d81d394c45cbffd376ce2125230ceb3533a0cdf44ec4ec1838 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,412 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.4-py3-none-any.whl#sha256=49b924438d9d117975696d25fdf7e166d9c1b32147582f663ce3b6b76a5b7a9d (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,413 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.3-py3-none-any.whl#sha256=61e7285619ee6c39a67e073d4bc30b3036d4152b82862aceab4c23fed8565056 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,413 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.2-py3-none-any.whl#sha256=d8b7c40f830ec4c0ef00fdf1ebf00cbee99109392001eb53e3ed2bf5d097f576 (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,414 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.1-py3-none-any.whl#sha256=db2455c7633007f33bcc4ed0cd5dafe9e92508cdb828e39af2d9d99117ac9b4d (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,414 Skipping link: No binaries permitted for mlxtend: https://archive1.piwheels.org/simple/mlxtend/mlxtend-0.1.0-py3-none-any.whl#sha256=66fcf0efc73910c3009e6904d83330d4c2bf8b558f67786b56805f76f4ed357f (from https://www.piwheels.org/simple/mlxtend/) 2026-06-06T13:55:49,415 Skipping link: not a file: https://www.piwheels.org/simple/mlxtend/ 2026-06-06T13:55:49,415 Skipping link: not a file: https://pypi.org/simple/mlxtend/ 2026-06-06T13:55:49,442 Given no hashes to check 1 links for project 'mlxtend': discarding no candidates 2026-06-06T13:55:49,463 Collecting mlxtend==0.25.0 2026-06-06T13:55:49,465 Created temporary directory: /tmp/pip-unpack-ws28wm3d 2026-06-06T13:55:49,619 Downloading mlxtend-0.25.0.tar.gz (1.3 MB) 2026-06-06T13:55:50,054 Added mlxtend==0.25.0 from https://files.pythonhosted.org/packages/a5/c2/a257a9b3f2f989729c6c88d127be0d832cc6defbab564c97c1e410de4697/mlxtend-0.25.0.tar.gz to build tracker '/tmp/pip-build-tracker-5h9szulu' 2026-06-06T13:55:50,059 Created temporary directory: /tmp/pip-build-env-ykqhs99j 2026-06-06T13:55:50,063 Installing build dependencies: started 2026-06-06T13:55:50,065 Running command pip subprocess to install build dependencies 2026-06-06T13:55:51,199 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-06-06T13:55:51,622 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 2026-06-06T13:55:51,645 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-06-06T13:55:53,456 Collecting setuptools>=59.0.0 2026-06-06T13:55:53,457 Obtaining dependency information for setuptools>=59.0.0 from https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata 2026-06-06T13:55:53,474 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata (6.5 kB) 2026-06-06T13:55:53,738 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-06-06T13:55:53,846 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-06-06T13:55:56,561 Installing collected packages: setuptools 2026-06-06T13:55:59,670 Successfully installed setuptools-82.0.1 2026-06-06T13:55:59,947 Installing build dependencies: finished with status 'done' 2026-06-06T13:55:59,953 Getting requirements to build wheel: started 2026-06-06T13:55:59,955 Running command Getting requirements to build wheel 2026-06-06T13:56:00,571 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-06-06T13:56:00,572 !! 2026-06-06T13:56:00,573 ******************************************************************************** 2026-06-06T13:56:00,573 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). 2026-06-06T13:56:00,574 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-06-06T13:56:00,575 or your builds will no longer be supported. 2026-06-06T13:56:00,576 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:00,577 ******************************************************************************** 2026-06-06T13:56:00,578 !! 2026-06-06T13:56:00,579 corresp(dist, value, root_dir) 2026-06-06T13:56:00,658 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-06-06T13:56:00,658 !! 2026-06-06T13:56:00,660 ******************************************************************************** 2026-06-06T13:56:00,660 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-06-06T13:56:00,662 License :: OSI Approved :: BSD License 2026-06-06T13:56:00,663 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:00,663 ******************************************************************************** 2026-06-06T13:56:00,664 !! 2026-06-06T13:56:00,665 dist._finalize_license_expression() 2026-06-06T13:56:00,665 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-06-06T13:56:00,666 !! 2026-06-06T13:56:00,667 ******************************************************************************** 2026-06-06T13:56:00,667 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-06-06T13:56:00,668 License :: OSI Approved :: BSD License 2026-06-06T13:56:00,669 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:00,670 ******************************************************************************** 2026-06-06T13:56:00,671 !! 2026-06-06T13:56:00,671 self._finalize_license_expression() 2026-06-06T13:56:00,672 running egg_info 2026-06-06T13:56:00,676 writing mlxtend.egg-info/PKG-INFO 2026-06-06T13:56:00,682 writing dependency_links to mlxtend.egg-info/dependency_links.txt 2026-06-06T13:56:00,685 writing requirements to mlxtend.egg-info/requires.txt 2026-06-06T13:56:00,686 writing top-level names to mlxtend.egg-info/top_level.txt 2026-06-06T13:56:00,727 reading manifest file 'mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:00,737 reading manifest template 'MANIFEST.in' 2026-06-06T13:56:00,757 warning: no files found matching '*.txt' under directory 'mlxtend/data' 2026-06-06T13:56:00,757 adding license file 'LICENSE-BSD3.txt' 2026-06-06T13:56:00,758 adding license file 'LICENSE-CC-BY.txt' 2026-06-06T13:56:00,765 writing manifest file 'mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:00,865 Getting requirements to build wheel: finished with status 'done' 2026-06-06T13:56:00,869 Created temporary directory: /tmp/pip-modern-metadata-v97gtyv7 2026-06-06T13:56:00,871 Preparing metadata (pyproject.toml): started 2026-06-06T13:56:00,872 Running command Preparing metadata (pyproject.toml) 2026-06-06T13:56:01,447 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-06-06T13:56:01,447 !! 2026-06-06T13:56:01,448 ******************************************************************************** 2026-06-06T13:56:01,449 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). 2026-06-06T13:56:01,450 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-06-06T13:56:01,450 or your builds will no longer be supported. 2026-06-06T13:56:01,451 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:01,452 ******************************************************************************** 2026-06-06T13:56:01,453 !! 2026-06-06T13:56:01,454 corresp(dist, value, root_dir) 2026-06-06T13:56:01,526 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-06-06T13:56:01,527 !! 2026-06-06T13:56:01,528 ******************************************************************************** 2026-06-06T13:56:01,529 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-06-06T13:56:01,530 License :: OSI Approved :: BSD License 2026-06-06T13:56:01,531 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:01,532 ******************************************************************************** 2026-06-06T13:56:01,533 !! 2026-06-06T13:56:01,534 dist._finalize_license_expression() 2026-06-06T13:56:01,534 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-06-06T13:56:01,534 !! 2026-06-06T13:56:01,535 ******************************************************************************** 2026-06-06T13:56:01,536 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-06-06T13:56:01,537 License :: OSI Approved :: BSD License 2026-06-06T13:56:01,538 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:01,538 ******************************************************************************** 2026-06-06T13:56:01,539 !! 2026-06-06T13:56:01,540 self._finalize_license_expression() 2026-06-06T13:56:01,540 running dist_info 2026-06-06T13:56:01,550 creating /tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info 2026-06-06T13:56:01,551 writing /tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/PKG-INFO 2026-06-06T13:56:01,557 writing dependency_links to /tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/dependency_links.txt 2026-06-06T13:56:01,560 writing requirements to /tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/requires.txt 2026-06-06T13:56:01,561 writing top-level names to /tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/top_level.txt 2026-06-06T13:56:01,562 writing manifest file '/tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:01,598 reading manifest file '/tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:01,599 reading manifest template 'MANIFEST.in' 2026-06-06T13:56:01,617 warning: no files found matching '*.txt' under directory 'mlxtend/data' 2026-06-06T13:56:01,618 adding license file 'LICENSE-BSD3.txt' 2026-06-06T13:56:01,619 adding license file 'LICENSE-CC-BY.txt' 2026-06-06T13:56:01,624 writing manifest file '/tmp/pip-modern-metadata-v97gtyv7/mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:01,625 creating '/tmp/pip-modern-metadata-v97gtyv7/mlxtend-0.25.0.dist-info' 2026-06-06T13:56:01,751 Preparing metadata (pyproject.toml): finished with status 'done' 2026-06-06T13:56:01,756 Source in /tmp/pip-wheel-5qed5k51/mlxtend_eff63b0df9a747a3bd2f644823d3ae33 has version 0.25.0, which satisfies requirement mlxtend==0.25.0 from https://files.pythonhosted.org/packages/a5/c2/a257a9b3f2f989729c6c88d127be0d832cc6defbab564c97c1e410de4697/mlxtend-0.25.0.tar.gz 2026-06-06T13:56:01,757 Removed mlxtend==0.25.0 from https://files.pythonhosted.org/packages/a5/c2/a257a9b3f2f989729c6c88d127be0d832cc6defbab564c97c1e410de4697/mlxtend-0.25.0.tar.gz from build tracker '/tmp/pip-build-tracker-5h9szulu' 2026-06-06T13:56:01,763 Created temporary directory: /tmp/pip-unpack-rkik7qc1 2026-06-06T13:56:01,764 Building wheels for collected packages: mlxtend 2026-06-06T13:56:01,768 Created temporary directory: /tmp/pip-wheel-ajf5m220 2026-06-06T13:56:01,769 Destination directory: /tmp/pip-wheel-ajf5m220 2026-06-06T13:56:01,771 Building wheel for mlxtend (pyproject.toml): started 2026-06-06T13:56:01,772 Running command Building wheel for mlxtend (pyproject.toml) 2026-06-06T13:56:02,330 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-06-06T13:56:02,331 !! 2026-06-06T13:56:02,332 ******************************************************************************** 2026-06-06T13:56:02,333 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). 2026-06-06T13:56:02,334 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-06-06T13:56:02,335 or your builds will no longer be supported. 2026-06-06T13:56:02,335 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:02,336 ******************************************************************************** 2026-06-06T13:56:02,337 !! 2026-06-06T13:56:02,337 corresp(dist, value, root_dir) 2026-06-06T13:56:02,402 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-06-06T13:56:02,402 !! 2026-06-06T13:56:02,403 ******************************************************************************** 2026-06-06T13:56:02,404 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-06-06T13:56:02,405 License :: OSI Approved :: BSD License 2026-06-06T13:56:02,406 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:02,406 ******************************************************************************** 2026-06-06T13:56:02,407 !! 2026-06-06T13:56:02,407 dist._finalize_license_expression() 2026-06-06T13:56:02,408 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-06-06T13:56:02,409 !! 2026-06-06T13:56:02,410 ******************************************************************************** 2026-06-06T13:56:02,410 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-06-06T13:56:02,412 License :: OSI Approved :: BSD License 2026-06-06T13:56:02,413 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-06T13:56:02,414 ******************************************************************************** 2026-06-06T13:56:02,415 !! 2026-06-06T13:56:02,415 self._finalize_license_expression() 2026-06-06T13:56:02,416 running bdist_wheel 2026-06-06T13:56:02,428 running build 2026-06-06T13:56:02,428 running build_py 2026-06-06T13:56:02,434 creating build/lib/mlxtend 2026-06-06T13:56:02,437 copying mlxtend/__init__.py -> build/lib/mlxtend 2026-06-06T13:56:02,439 creating build/lib/mlxtend/externals 2026-06-06T13:56:02,440 copying mlxtend/externals/signature_py27.py -> build/lib/mlxtend/externals 2026-06-06T13:56:02,443 copying mlxtend/externals/__init__.py -> build/lib/mlxtend/externals 2026-06-06T13:56:02,445 copying mlxtend/externals/name_estimators.py -> build/lib/mlxtend/externals 2026-06-06T13:56:02,447 copying mlxtend/externals/estimator_checks.py -> build/lib/mlxtend/externals 2026-06-06T13:56:02,449 copying mlxtend/externals/adjust_text.py -> build/lib/mlxtend/externals 2026-06-06T13:56:02,453 creating build/lib/mlxtend/evaluate 2026-06-06T13:56:02,454 copying mlxtend/evaluate/f_test.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,456 copying mlxtend/evaluate/__init__.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,458 copying mlxtend/evaluate/bootstrap_point632.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,461 copying mlxtend/evaluate/cochrans_q.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,463 copying mlxtend/evaluate/lift_score.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,465 copying mlxtend/evaluate/scoring.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,467 copying mlxtend/evaluate/proportion_difference.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,469 copying mlxtend/evaluate/bootstrap_outofbag.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,471 copying mlxtend/evaluate/counterfactual.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,473 copying mlxtend/evaluate/time_series.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,476 copying mlxtend/evaluate/holdout.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,478 copying mlxtend/evaluate/bootstrap.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,480 copying mlxtend/evaluate/ttest.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,482 copying mlxtend/evaluate/bias_variance_decomp.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,485 copying mlxtend/evaluate/confusion_matrix.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,486 copying mlxtend/evaluate/mcnemar.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,489 copying mlxtend/evaluate/feature_importance.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,491 copying mlxtend/evaluate/accuracy.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,493 copying mlxtend/evaluate/permutation.py -> build/lib/mlxtend/evaluate 2026-06-06T13:56:02,495 creating build/lib/mlxtend/feature_selection 2026-06-06T13:56:02,496 copying mlxtend/feature_selection/__init__.py -> build/lib/mlxtend/feature_selection 2026-06-06T13:56:02,498 copying mlxtend/feature_selection/utilities.py -> build/lib/mlxtend/feature_selection 2026-06-06T13:56:02,500 copying mlxtend/feature_selection/sequential_feature_selector.py -> build/lib/mlxtend/feature_selection 2026-06-06T13:56:02,503 copying mlxtend/feature_selection/column_selector.py -> build/lib/mlxtend/feature_selection 2026-06-06T13:56:02,505 copying mlxtend/feature_selection/exhaustive_feature_selector.py -> build/lib/mlxtend/feature_selection 2026-06-06T13:56:02,508 creating build/lib/mlxtend/text 2026-06-06T13:56:02,509 copying mlxtend/text/__init__.py -> build/lib/mlxtend/text 2026-06-06T13:56:02,512 copying mlxtend/text/tokenizer.py -> build/lib/mlxtend/text 2026-06-06T13:56:02,513 copying mlxtend/text/names.py -> build/lib/mlxtend/text 2026-06-06T13:56:02,517 creating build/lib/mlxtend/plotting 2026-06-06T13:56:02,518 copying mlxtend/plotting/plot_sequential_feature_selection.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,520 copying mlxtend/plotting/__init__.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,521 copying mlxtend/plotting/checkerboard.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,523 copying mlxtend/plotting/stacked_barplot.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,525 copying mlxtend/plotting/scatter_hist.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,527 copying mlxtend/plotting/scatterplotmatrix.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,529 copying mlxtend/plotting/plot_linear_regression.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,531 copying mlxtend/plotting/learning_curves.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,533 copying mlxtend/plotting/scatter.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,535 copying mlxtend/plotting/ecdf.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,537 copying mlxtend/plotting/pca_correlation_graph.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,539 copying mlxtend/plotting/remove_chartjunk.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,541 copying mlxtend/plotting/plot_confusion_matrix.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,543 copying mlxtend/plotting/decision_regions.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,546 copying mlxtend/plotting/heatmap.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,548 copying mlxtend/plotting/enrichment_plot.py -> build/lib/mlxtend/plotting 2026-06-06T13:56:02,550 creating build/lib/mlxtend/file_io 2026-06-06T13:56:02,551 copying mlxtend/file_io/__init__.py -> build/lib/mlxtend/file_io 2026-06-06T13:56:02,553 copying mlxtend/file_io/find_files.py -> build/lib/mlxtend/file_io 2026-06-06T13:56:02,555 copying mlxtend/file_io/find_filegroups.py -> build/lib/mlxtend/file_io 2026-06-06T13:56:02,558 creating build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,559 copying mlxtend/frequent_patterns/__init__.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,561 copying mlxtend/frequent_patterns/fpmax.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,563 copying mlxtend/frequent_patterns/fpgrowth.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,565 copying mlxtend/frequent_patterns/association_rules.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,568 copying mlxtend/frequent_patterns/hmine.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,570 copying mlxtend/frequent_patterns/apriori.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,572 copying mlxtend/frequent_patterns/fpcommon.py -> build/lib/mlxtend/frequent_patterns 2026-06-06T13:56:02,575 creating build/lib/mlxtend/_base 2026-06-06T13:56:02,576 copying mlxtend/_base/__init__.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,578 copying mlxtend/_base/_cluster.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,580 copying mlxtend/_base/_base_model.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,582 copying mlxtend/_base/_iterative_model.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,584 copying mlxtend/_base/_multilayer.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,586 copying mlxtend/_base/_classifier.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,588 copying mlxtend/_base/_multiclass.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,589 copying mlxtend/_base/_regressor.py -> build/lib/mlxtend/_base 2026-06-06T13:56:02,592 creating build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,593 copying mlxtend/preprocessing/copy_transformer.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,595 copying mlxtend/preprocessing/__init__.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,597 copying mlxtend/preprocessing/dense_transformer.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,599 copying mlxtend/preprocessing/mean_centering.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,600 copying mlxtend/preprocessing/scaling.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,603 copying mlxtend/preprocessing/transactionencoder.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,605 copying mlxtend/preprocessing/shuffle.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,607 copying mlxtend/preprocessing/onehot.py -> build/lib/mlxtend/preprocessing 2026-06-06T13:56:02,610 creating build/lib/mlxtend/feature_extraction 2026-06-06T13:56:02,611 copying mlxtend/feature_extraction/__init__.py -> build/lib/mlxtend/feature_extraction 2026-06-06T13:56:02,613 copying mlxtend/feature_extraction/rbf_kernel_pca.py -> build/lib/mlxtend/feature_extraction 2026-06-06T13:56:02,615 copying mlxtend/feature_extraction/principal_component_analysis.py -> build/lib/mlxtend/feature_extraction 2026-06-06T13:56:02,618 copying mlxtend/feature_extraction/linear_discriminant_analysis.py -> build/lib/mlxtend/feature_extraction 2026-06-06T13:56:02,620 copying mlxtend/feature_extraction/base.py -> build/lib/mlxtend/feature_extraction 2026-06-06T13:56:02,623 creating build/lib/mlxtend/data 2026-06-06T13:56:02,624 copying mlxtend/data/__init__.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,626 copying mlxtend/data/local_mnist.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,628 copying mlxtend/data/wine.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,630 copying mlxtend/data/mnist.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,632 copying mlxtend/data/iris.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,634 copying mlxtend/data/three_blobs.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,636 copying mlxtend/data/autompg.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,638 copying mlxtend/data/boston_housing.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,640 copying mlxtend/data/multiplexer.py -> build/lib/mlxtend/data 2026-06-06T13:56:02,643 creating build/lib/mlxtend/classifier 2026-06-06T13:56:02,644 copying mlxtend/classifier/stacking_cv_classification.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,647 copying mlxtend/classifier/multilayerperceptron.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,650 copying mlxtend/classifier/__init__.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,652 copying mlxtend/classifier/oner.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,654 copying mlxtend/classifier/logistic_regression.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,656 copying mlxtend/classifier/perceptron.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,658 copying mlxtend/classifier/softmax_regression.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,661 copying mlxtend/classifier/ensemble_vote.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,663 copying mlxtend/classifier/_base_classification.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,665 copying mlxtend/classifier/adaline.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,667 copying mlxtend/classifier/stacking_classification.py -> build/lib/mlxtend/classifier 2026-06-06T13:56:02,670 creating build/lib/mlxtend/cluster 2026-06-06T13:56:02,671 copying mlxtend/cluster/__init__.py -> build/lib/mlxtend/cluster 2026-06-06T13:56:02,673 copying mlxtend/cluster/kmeans.py -> build/lib/mlxtend/cluster 2026-06-06T13:56:02,676 creating build/lib/mlxtend/regressor 2026-06-06T13:56:02,676 copying mlxtend/regressor/__init__.py -> build/lib/mlxtend/regressor 2026-06-06T13:56:02,678 copying mlxtend/regressor/stacking_cv_regression.py -> build/lib/mlxtend/regressor 2026-06-06T13:56:02,681 copying mlxtend/regressor/stacking_regression.py -> build/lib/mlxtend/regressor 2026-06-06T13:56:02,684 copying mlxtend/regressor/linear_regression.py -> build/lib/mlxtend/regressor 2026-06-06T13:56:02,686 creating build/lib/mlxtend/utils 2026-06-06T13:56:02,687 copying mlxtend/utils/__init__.py -> build/lib/mlxtend/utils 2026-06-06T13:56:02,689 copying mlxtend/utils/testing.py -> build/lib/mlxtend/utils 2026-06-06T13:56:02,691 copying mlxtend/utils/checking.py -> build/lib/mlxtend/utils 2026-06-06T13:56:02,693 copying mlxtend/utils/base_compostion.py -> build/lib/mlxtend/utils 2026-06-06T13:56:02,695 copying mlxtend/utils/counter.py -> build/lib/mlxtend/utils 2026-06-06T13:56:02,698 creating build/lib/mlxtend/math 2026-06-06T13:56:02,699 copying mlxtend/math/linalg.py -> build/lib/mlxtend/math 2026-06-06T13:56:02,701 copying mlxtend/math/__init__.py -> build/lib/mlxtend/math 2026-06-06T13:56:02,703 copying mlxtend/math/counting.py -> build/lib/mlxtend/math 2026-06-06T13:56:02,705 creating build/lib/mlxtend/externals/pyprind 2026-06-06T13:56:02,706 copying mlxtend/externals/pyprind/__init__.py -> build/lib/mlxtend/externals/pyprind 2026-06-06T13:56:02,708 copying mlxtend/externals/pyprind/progbar.py -> build/lib/mlxtend/externals/pyprind 2026-06-06T13:56:02,710 copying mlxtend/externals/pyprind/progpercent.py -> build/lib/mlxtend/externals/pyprind 2026-06-06T13:56:02,712 copying mlxtend/externals/pyprind/prog_class.py -> build/lib/mlxtend/externals/pyprind 2026-06-06T13:56:02,715 copying mlxtend/externals/pyprind/generator_factory.py -> build/lib/mlxtend/externals/pyprind 2026-06-06T13:56:02,716 running egg_info 2026-06-06T13:56:02,726 writing mlxtend.egg-info/PKG-INFO 2026-06-06T13:56:02,731 writing dependency_links to mlxtend.egg-info/dependency_links.txt 2026-06-06T13:56:02,734 writing requirements to mlxtend.egg-info/requires.txt 2026-06-06T13:56:02,735 writing top-level names to mlxtend.egg-info/top_level.txt 2026-06-06T13:56:02,760 reading manifest file 'mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:02,768 reading manifest template 'MANIFEST.in' 2026-06-06T13:56:02,787 warning: no files found matching '*.txt' under directory 'mlxtend/data' 2026-06-06T13:56:02,787 adding license file 'LICENSE-BSD3.txt' 2026-06-06T13:56:02,788 adding license file 'LICENSE-CC-BY.txt' 2026-06-06T13:56:02,795 writing manifest file 'mlxtend.egg-info/SOURCES.txt' 2026-06-06T13:56:02,797 /tmp/pip-build-env-ykqhs99j/overlay/local/lib/python3.11/dist-packages/setuptools/command/build_py.py:215: _Warning: Package 'mlxtend.data.data' is absent from the `packages` configuration. 2026-06-06T13:56:02,798 !! 2026-06-06T13:56:02,799 ******************************************************************************** 2026-06-06T13:56:02,800 ############################ 2026-06-06T13:56:02,800 # Package would be ignored # 2026-06-06T13:56:02,800 ############################ 2026-06-06T13:56:02,801 Python recognizes 'mlxtend.data.data' as an importable package[^1], 2026-06-06T13:56:02,801 but it is absent from setuptools' `packages` configuration. 2026-06-06T13:56:02,802 This leads to an ambiguous overall configuration. If you want to distribute this 2026-06-06T13:56:02,803 package, please make sure that 'mlxtend.data.data' is explicitly added 2026-06-06T13:56:02,803 to the `packages` configuration field. 2026-06-06T13:56:02,804 Alternatively, you can also rely on setuptools' discovery methods 2026-06-06T13:56:02,805 (for example by using `find_namespace_packages(...)`/`find_namespace:` 2026-06-06T13:56:02,805 instead of `find_packages(...)`/`find:`). 2026-06-06T13:56:02,806 You can read more about "package discovery" on setuptools documentation page: 2026-06-06T13:56:02,807 - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html 2026-06-06T13:56:02,808 If you don't want 'mlxtend.data.data' to be distributed and are 2026-06-06T13:56:02,808 already explicitly excluding 'mlxtend.data.data' via 2026-06-06T13:56:02,809 `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`, 2026-06-06T13:56:02,809 you can try to use `exclude_package_data`, or `include-package-data=False` in 2026-06-06T13:56:02,810 combination with a more fine grained `package-data` configuration. 2026-06-06T13:56:02,811 You can read more about "package data files" on setuptools documentation page: 2026-06-06T13:56:02,812 - https://setuptools.pypa.io/en/latest/userguide/datafiles.html 2026-06-06T13:56:02,814 [^1]: For Python, any directory (with suitable naming) can be imported, 2026-06-06T13:56:02,814 even if it does not contain any `.py` files. 2026-06-06T13:56:02,815 On the other hand, currently there is no concept of package data 2026-06-06T13:56:02,815 directory, all directories are treated like packages. 2026-06-06T13:56:02,816 ******************************************************************************** 2026-06-06T13:56:02,819 !! 2026-06-06T13:56:02,820 check.warn(importable) 2026-06-06T13:56:02,821 creating build/lib/mlxtend/data/data 2026-06-06T13:56:02,821 copying mlxtend/data/data/autompg.csv.gz -> build/lib/mlxtend/data/data 2026-06-06T13:56:02,822 copying mlxtend/data/data/boston_housing.csv -> build/lib/mlxtend/data/data 2026-06-06T13:56:02,822 copying mlxtend/data/data/iris.csv.gz -> build/lib/mlxtend/data/data 2026-06-06T13:56:02,824 copying mlxtend/data/data/mnist_5k.csv.gz -> build/lib/mlxtend/data/data 2026-06-06T13:56:02,844 copying mlxtend/data/data/three_blobs.csv.gz -> build/lib/mlxtend/data/data 2026-06-06T13:56:02,846 copying mlxtend/data/data/wine.csv -> build/lib/mlxtend/data/data 2026-06-06T13:56:02,866 installing to build/bdist.linux-armv7l/wheel 2026-06-06T13:56:02,866 running install 2026-06-06T13:56:02,888 running install_lib 2026-06-06T13:56:02,893 creating build/bdist.linux-armv7l/wheel 2026-06-06T13:56:02,896 creating build/bdist.linux-armv7l/wheel/mlxtend 2026-06-06T13:56:02,897 creating build/bdist.linux-armv7l/wheel/mlxtend/externals 2026-06-06T13:56:02,899 copying build/lib/mlxtend/externals/signature_py27.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals 2026-06-06T13:56:02,902 copying build/lib/mlxtend/externals/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals 2026-06-06T13:56:02,904 copying build/lib/mlxtend/externals/name_estimators.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals 2026-06-06T13:56:02,906 creating build/bdist.linux-armv7l/wheel/mlxtend/externals/pyprind 2026-06-06T13:56:02,907 copying build/lib/mlxtend/externals/pyprind/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals/pyprind 2026-06-06T13:56:02,909 copying build/lib/mlxtend/externals/pyprind/progbar.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals/pyprind 2026-06-06T13:56:02,911 copying build/lib/mlxtend/externals/pyprind/progpercent.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals/pyprind 2026-06-06T13:56:02,913 copying build/lib/mlxtend/externals/pyprind/prog_class.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals/pyprind 2026-06-06T13:56:02,915 copying build/lib/mlxtend/externals/pyprind/generator_factory.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals/pyprind 2026-06-06T13:56:02,916 copying build/lib/mlxtend/externals/estimator_checks.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals 2026-06-06T13:56:02,918 copying build/lib/mlxtend/externals/adjust_text.py -> build/bdist.linux-armv7l/wheel/./mlxtend/externals 2026-06-06T13:56:02,922 creating build/bdist.linux-armv7l/wheel/mlxtend/evaluate 2026-06-06T13:56:02,923 copying build/lib/mlxtend/evaluate/f_test.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,925 copying build/lib/mlxtend/evaluate/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,927 copying build/lib/mlxtend/evaluate/bootstrap_point632.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,929 copying build/lib/mlxtend/evaluate/cochrans_q.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,931 copying build/lib/mlxtend/evaluate/lift_score.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,933 copying build/lib/mlxtend/evaluate/scoring.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,935 copying build/lib/mlxtend/evaluate/proportion_difference.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,937 copying build/lib/mlxtend/evaluate/bootstrap_outofbag.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,939 copying build/lib/mlxtend/evaluate/counterfactual.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,940 copying build/lib/mlxtend/evaluate/time_series.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,943 copying build/lib/mlxtend/evaluate/holdout.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,945 copying build/lib/mlxtend/evaluate/bootstrap.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,947 copying build/lib/mlxtend/evaluate/ttest.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,949 copying build/lib/mlxtend/evaluate/bias_variance_decomp.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,952 copying build/lib/mlxtend/evaluate/confusion_matrix.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,953 copying build/lib/mlxtend/evaluate/mcnemar.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,956 copying build/lib/mlxtend/evaluate/feature_importance.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,958 copying build/lib/mlxtend/evaluate/accuracy.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,960 copying build/lib/mlxtend/evaluate/permutation.py -> build/bdist.linux-armv7l/wheel/./mlxtend/evaluate 2026-06-06T13:56:02,962 copying build/lib/mlxtend/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend 2026-06-06T13:56:02,965 creating build/bdist.linux-armv7l/wheel/mlxtend/feature_selection 2026-06-06T13:56:02,966 copying build/lib/mlxtend/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_selection 2026-06-06T13:56:02,968 copying build/lib/mlxtend/feature_selection/utilities.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_selection 2026-06-06T13:56:02,970 copying build/lib/mlxtend/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_selection 2026-06-06T13:56:02,973 copying build/lib/mlxtend/feature_selection/column_selector.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_selection 2026-06-06T13:56:02,975 copying build/lib/mlxtend/feature_selection/exhaustive_feature_selector.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_selection 2026-06-06T13:56:02,978 creating build/bdist.linux-armv7l/wheel/mlxtend/text 2026-06-06T13:56:02,979 copying build/lib/mlxtend/text/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/text 2026-06-06T13:56:02,981 copying build/lib/mlxtend/text/tokenizer.py -> build/bdist.linux-armv7l/wheel/./mlxtend/text 2026-06-06T13:56:02,983 copying build/lib/mlxtend/text/names.py -> build/bdist.linux-armv7l/wheel/./mlxtend/text 2026-06-06T13:56:02,986 creating build/bdist.linux-armv7l/wheel/mlxtend/plotting 2026-06-06T13:56:02,987 copying build/lib/mlxtend/plotting/plot_sequential_feature_selection.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:02,989 copying build/lib/mlxtend/plotting/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:02,990 copying build/lib/mlxtend/plotting/checkerboard.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:02,992 copying build/lib/mlxtend/plotting/stacked_barplot.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:02,994 copying build/lib/mlxtend/plotting/scatter_hist.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:02,996 copying build/lib/mlxtend/plotting/scatterplotmatrix.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:02,998 copying build/lib/mlxtend/plotting/plot_linear_regression.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,000 copying build/lib/mlxtend/plotting/learning_curves.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,002 copying build/lib/mlxtend/plotting/scatter.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,004 copying build/lib/mlxtend/plotting/ecdf.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,005 copying build/lib/mlxtend/plotting/pca_correlation_graph.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,008 copying build/lib/mlxtend/plotting/remove_chartjunk.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,009 copying build/lib/mlxtend/plotting/plot_confusion_matrix.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,011 copying build/lib/mlxtend/plotting/decision_regions.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,014 copying build/lib/mlxtend/plotting/heatmap.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,016 copying build/lib/mlxtend/plotting/enrichment_plot.py -> build/bdist.linux-armv7l/wheel/./mlxtend/plotting 2026-06-06T13:56:03,018 creating build/bdist.linux-armv7l/wheel/mlxtend/file_io 2026-06-06T13:56:03,019 copying build/lib/mlxtend/file_io/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/file_io 2026-06-06T13:56:03,021 copying build/lib/mlxtend/file_io/find_files.py -> build/bdist.linux-armv7l/wheel/./mlxtend/file_io 2026-06-06T13:56:03,024 copying build/lib/mlxtend/file_io/find_filegroups.py -> build/bdist.linux-armv7l/wheel/./mlxtend/file_io 2026-06-06T13:56:03,026 creating build/bdist.linux-armv7l/wheel/mlxtend/frequent_patterns 2026-06-06T13:56:03,027 copying build/lib/mlxtend/frequent_patterns/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,029 copying build/lib/mlxtend/frequent_patterns/fpmax.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,031 copying build/lib/mlxtend/frequent_patterns/fpgrowth.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,034 copying build/lib/mlxtend/frequent_patterns/association_rules.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,036 copying build/lib/mlxtend/frequent_patterns/hmine.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,038 copying build/lib/mlxtend/frequent_patterns/apriori.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,040 copying build/lib/mlxtend/frequent_patterns/fpcommon.py -> build/bdist.linux-armv7l/wheel/./mlxtend/frequent_patterns 2026-06-06T13:56:03,043 creating build/bdist.linux-armv7l/wheel/mlxtend/_base 2026-06-06T13:56:03,044 copying build/lib/mlxtend/_base/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,045 copying build/lib/mlxtend/_base/_cluster.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,047 copying build/lib/mlxtend/_base/_base_model.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,049 copying build/lib/mlxtend/_base/_iterative_model.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,051 copying build/lib/mlxtend/_base/_multilayer.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,053 copying build/lib/mlxtend/_base/_classifier.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,055 copying build/lib/mlxtend/_base/_multiclass.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,056 copying build/lib/mlxtend/_base/_regressor.py -> build/bdist.linux-armv7l/wheel/./mlxtend/_base 2026-06-06T13:56:03,058 creating build/bdist.linux-armv7l/wheel/mlxtend/preprocessing 2026-06-06T13:56:03,059 copying build/lib/mlxtend/preprocessing/copy_transformer.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,061 copying build/lib/mlxtend/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,063 copying build/lib/mlxtend/preprocessing/dense_transformer.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,065 copying build/lib/mlxtend/preprocessing/mean_centering.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,067 copying build/lib/mlxtend/preprocessing/scaling.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,069 copying build/lib/mlxtend/preprocessing/transactionencoder.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,071 copying build/lib/mlxtend/preprocessing/shuffle.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,073 copying build/lib/mlxtend/preprocessing/onehot.py -> build/bdist.linux-armv7l/wheel/./mlxtend/preprocessing 2026-06-06T13:56:03,076 creating build/bdist.linux-armv7l/wheel/mlxtend/feature_extraction 2026-06-06T13:56:03,077 copying build/lib/mlxtend/feature_extraction/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_extraction 2026-06-06T13:56:03,079 copying build/lib/mlxtend/feature_extraction/rbf_kernel_pca.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_extraction 2026-06-06T13:56:03,081 copying build/lib/mlxtend/feature_extraction/principal_component_analysis.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_extraction 2026-06-06T13:56:03,084 copying build/lib/mlxtend/feature_extraction/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_extraction 2026-06-06T13:56:03,086 copying build/lib/mlxtend/feature_extraction/base.py -> build/bdist.linux-armv7l/wheel/./mlxtend/feature_extraction 2026-06-06T13:56:03,089 creating build/bdist.linux-armv7l/wheel/mlxtend/data 2026-06-06T13:56:03,090 copying build/lib/mlxtend/data/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,092 copying build/lib/mlxtend/data/local_mnist.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,094 copying build/lib/mlxtend/data/wine.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,096 copying build/lib/mlxtend/data/mnist.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,098 creating build/bdist.linux-armv7l/wheel/mlxtend/data/data 2026-06-06T13:56:03,099 copying build/lib/mlxtend/data/data/iris.csv.gz -> build/bdist.linux-armv7l/wheel/./mlxtend/data/data 2026-06-06T13:56:03,101 copying build/lib/mlxtend/data/data/three_blobs.csv.gz -> build/bdist.linux-armv7l/wheel/./mlxtend/data/data 2026-06-06T13:56:03,103 copying build/lib/mlxtend/data/data/boston_housing.csv -> build/bdist.linux-armv7l/wheel/./mlxtend/data/data 2026-06-06T13:56:03,108 copying build/lib/mlxtend/data/data/wine.csv -> build/bdist.linux-armv7l/wheel/./mlxtend/data/data 2026-06-06T13:56:03,110 copying build/lib/mlxtend/data/data/autompg.csv.gz -> build/bdist.linux-armv7l/wheel/./mlxtend/data/data 2026-06-06T13:56:03,112 copying build/lib/mlxtend/data/data/mnist_5k.csv.gz -> build/bdist.linux-armv7l/wheel/./mlxtend/data/data 2026-06-06T13:56:03,130 copying build/lib/mlxtend/data/iris.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,132 copying build/lib/mlxtend/data/three_blobs.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,134 copying build/lib/mlxtend/data/autompg.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,136 copying build/lib/mlxtend/data/boston_housing.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,138 copying build/lib/mlxtend/data/multiplexer.py -> build/bdist.linux-armv7l/wheel/./mlxtend/data 2026-06-06T13:56:03,141 creating build/bdist.linux-armv7l/wheel/mlxtend/classifier 2026-06-06T13:56:03,142 copying build/lib/mlxtend/classifier/stacking_cv_classification.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,145 copying build/lib/mlxtend/classifier/multilayerperceptron.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,148 copying build/lib/mlxtend/classifier/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,150 copying build/lib/mlxtend/classifier/oner.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,153 copying build/lib/mlxtend/classifier/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,155 copying build/lib/mlxtend/classifier/perceptron.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,158 copying build/lib/mlxtend/classifier/softmax_regression.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,160 copying build/lib/mlxtend/classifier/ensemble_vote.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,163 copying build/lib/mlxtend/classifier/_base_classification.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,165 copying build/lib/mlxtend/classifier/adaline.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,167 copying build/lib/mlxtend/classifier/stacking_classification.py -> build/bdist.linux-armv7l/wheel/./mlxtend/classifier 2026-06-06T13:56:03,171 creating build/bdist.linux-armv7l/wheel/mlxtend/cluster 2026-06-06T13:56:03,172 copying build/lib/mlxtend/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/cluster 2026-06-06T13:56:03,174 copying build/lib/mlxtend/cluster/kmeans.py -> build/bdist.linux-armv7l/wheel/./mlxtend/cluster 2026-06-06T13:56:03,177 creating build/bdist.linux-armv7l/wheel/mlxtend/regressor 2026-06-06T13:56:03,179 copying build/lib/mlxtend/regressor/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/regressor 2026-06-06T13:56:03,181 copying build/lib/mlxtend/regressor/stacking_cv_regression.py -> build/bdist.linux-armv7l/wheel/./mlxtend/regressor 2026-06-06T13:56:03,184 copying build/lib/mlxtend/regressor/stacking_regression.py -> build/bdist.linux-armv7l/wheel/./mlxtend/regressor 2026-06-06T13:56:03,186 copying build/lib/mlxtend/regressor/linear_regression.py -> build/bdist.linux-armv7l/wheel/./mlxtend/regressor 2026-06-06T13:56:03,190 creating build/bdist.linux-armv7l/wheel/mlxtend/utils 2026-06-06T13:56:03,191 copying build/lib/mlxtend/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/utils 2026-06-06T13:56:03,194 copying build/lib/mlxtend/utils/testing.py -> build/bdist.linux-armv7l/wheel/./mlxtend/utils 2026-06-06T13:56:03,196 copying build/lib/mlxtend/utils/checking.py -> build/bdist.linux-armv7l/wheel/./mlxtend/utils 2026-06-06T13:56:03,198 copying build/lib/mlxtend/utils/base_compostion.py -> build/bdist.linux-armv7l/wheel/./mlxtend/utils 2026-06-06T13:56:03,200 copying build/lib/mlxtend/utils/counter.py -> build/bdist.linux-armv7l/wheel/./mlxtend/utils 2026-06-06T13:56:03,203 creating build/bdist.linux-armv7l/wheel/mlxtend/math 2026-06-06T13:56:03,204 copying build/lib/mlxtend/math/linalg.py -> build/bdist.linux-armv7l/wheel/./mlxtend/math 2026-06-06T13:56:03,207 copying build/lib/mlxtend/math/__init__.py -> build/bdist.linux-armv7l/wheel/./mlxtend/math 2026-06-06T13:56:03,209 copying build/lib/mlxtend/math/counting.py -> build/bdist.linux-armv7l/wheel/./mlxtend/math 2026-06-06T13:56:03,211 running install_egg_info 2026-06-06T13:56:03,216 Copying mlxtend.egg-info to build/bdist.linux-armv7l/wheel/./mlxtend-0.25.0-py3.11.egg-info 2026-06-06T13:56:03,227 running install_scripts 2026-06-06T13:56:03,238 creating build/bdist.linux-armv7l/wheel/mlxtend-0.25.0.dist-info/WHEEL 2026-06-06T13:56:03,241 creating '/tmp/pip-wheel-ajf5m220/.tmp-5p7ic9v3/mlxtend-0.25.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-06-06T13:56:03,244 adding 'mlxtend/__init__.py' 2026-06-06T13:56:03,245 adding 'mlxtend/_base/__init__.py' 2026-06-06T13:56:03,247 adding 'mlxtend/_base/_base_model.py' 2026-06-06T13:56:03,249 adding 'mlxtend/_base/_classifier.py' 2026-06-06T13:56:03,250 adding 'mlxtend/_base/_cluster.py' 2026-06-06T13:56:03,252 adding 'mlxtend/_base/_iterative_model.py' 2026-06-06T13:56:03,253 adding 'mlxtend/_base/_multiclass.py' 2026-06-06T13:56:03,254 adding 'mlxtend/_base/_multilayer.py' 2026-06-06T13:56:03,256 adding 'mlxtend/_base/_regressor.py' 2026-06-06T13:56:03,258 adding 'mlxtend/classifier/__init__.py' 2026-06-06T13:56:03,259 adding 'mlxtend/classifier/_base_classification.py' 2026-06-06T13:56:03,260 adding 'mlxtend/classifier/adaline.py' 2026-06-06T13:56:03,263 adding 'mlxtend/classifier/ensemble_vote.py' 2026-06-06T13:56:03,264 adding 'mlxtend/classifier/logistic_regression.py' 2026-06-06T13:56:03,266 adding 'mlxtend/classifier/multilayerperceptron.py' 2026-06-06T13:56:03,268 adding 'mlxtend/classifier/oner.py' 2026-06-06T13:56:03,270 adding 'mlxtend/classifier/perceptron.py' 2026-06-06T13:56:03,271 adding 'mlxtend/classifier/softmax_regression.py' 2026-06-06T13:56:03,273 adding 'mlxtend/classifier/stacking_classification.py' 2026-06-06T13:56:03,276 adding 'mlxtend/classifier/stacking_cv_classification.py' 2026-06-06T13:56:03,278 adding 'mlxtend/cluster/__init__.py' 2026-06-06T13:56:03,279 adding 'mlxtend/cluster/kmeans.py' 2026-06-06T13:56:03,281 adding 'mlxtend/data/__init__.py' 2026-06-06T13:56:03,283 adding 'mlxtend/data/autompg.py' 2026-06-06T13:56:03,284 adding 'mlxtend/data/boston_housing.py' 2026-06-06T13:56:03,285 adding 'mlxtend/data/iris.py' 2026-06-06T13:56:03,287 adding 'mlxtend/data/local_mnist.py' 2026-06-06T13:56:03,288 adding 'mlxtend/data/mnist.py' 2026-06-06T13:56:03,290 adding 'mlxtend/data/multiplexer.py' 2026-06-06T13:56:03,291 adding 'mlxtend/data/three_blobs.py' 2026-06-06T13:56:03,292 adding 'mlxtend/data/wine.py' 2026-06-06T13:56:03,294 adding 'mlxtend/data/data/autompg.csv.gz' 2026-06-06T13:56:03,308 adding 'mlxtend/data/data/boston_housing.csv' 2026-06-06T13:56:03,310 adding 'mlxtend/data/data/iris.csv.gz' 2026-06-06T13:56:03,427 adding 'mlxtend/data/data/mnist_5k.csv.gz' 2026-06-06T13:56:03,435 adding 'mlxtend/data/data/three_blobs.csv.gz' 2026-06-06T13:56:03,438 adding 'mlxtend/data/data/wine.csv' 2026-06-06T13:56:03,440 adding 'mlxtend/evaluate/__init__.py' 2026-06-06T13:56:03,442 adding 'mlxtend/evaluate/accuracy.py' 2026-06-06T13:56:03,443 adding 'mlxtend/evaluate/bias_variance_decomp.py' 2026-06-06T13:56:03,445 adding 'mlxtend/evaluate/bootstrap.py' 2026-06-06T13:56:03,446 adding 'mlxtend/evaluate/bootstrap_outofbag.py' 2026-06-06T13:56:03,448 adding 'mlxtend/evaluate/bootstrap_point632.py' 2026-06-06T13:56:03,449 adding 'mlxtend/evaluate/cochrans_q.py' 2026-06-06T13:56:03,451 adding 'mlxtend/evaluate/confusion_matrix.py' 2026-06-06T13:56:03,452 adding 'mlxtend/evaluate/counterfactual.py' 2026-06-06T13:56:03,454 adding 'mlxtend/evaluate/f_test.py' 2026-06-06T13:56:03,455 adding 'mlxtend/evaluate/feature_importance.py' 2026-06-06T13:56:03,457 adding 'mlxtend/evaluate/holdout.py' 2026-06-06T13:56:03,458 adding 'mlxtend/evaluate/lift_score.py' 2026-06-06T13:56:03,460 adding 'mlxtend/evaluate/mcnemar.py' 2026-06-06T13:56:03,461 adding 'mlxtend/evaluate/permutation.py' 2026-06-06T13:56:03,463 adding 'mlxtend/evaluate/proportion_difference.py' 2026-06-06T13:56:03,464 adding 'mlxtend/evaluate/scoring.py' 2026-06-06T13:56:03,466 adding 'mlxtend/evaluate/time_series.py' 2026-06-06T13:56:03,468 adding 'mlxtend/evaluate/ttest.py' 2026-06-06T13:56:03,470 adding 'mlxtend/externals/__init__.py' 2026-06-06T13:56:03,473 adding 'mlxtend/externals/adjust_text.py' 2026-06-06T13:56:03,474 adding 'mlxtend/externals/estimator_checks.py' 2026-06-06T13:56:03,476 adding 'mlxtend/externals/name_estimators.py' 2026-06-06T13:56:03,479 adding 'mlxtend/externals/signature_py27.py' 2026-06-06T13:56:03,481 adding 'mlxtend/externals/pyprind/__init__.py' 2026-06-06T13:56:03,482 adding 'mlxtend/externals/pyprind/generator_factory.py' 2026-06-06T13:56:03,484 adding 'mlxtend/externals/pyprind/prog_class.py' 2026-06-06T13:56:03,485 adding 'mlxtend/externals/pyprind/progbar.py' 2026-06-06T13:56:03,487 adding 'mlxtend/externals/pyprind/progpercent.py' 2026-06-06T13:56:03,488 adding 'mlxtend/feature_extraction/__init__.py' 2026-06-06T13:56:03,490 adding 'mlxtend/feature_extraction/base.py' 2026-06-06T13:56:03,491 adding 'mlxtend/feature_extraction/linear_discriminant_analysis.py' 2026-06-06T13:56:03,493 adding 'mlxtend/feature_extraction/principal_component_analysis.py' 2026-06-06T13:56:03,495 adding 'mlxtend/feature_extraction/rbf_kernel_pca.py' 2026-06-06T13:56:03,496 adding 'mlxtend/feature_selection/__init__.py' 2026-06-06T13:56:03,498 adding 'mlxtend/feature_selection/column_selector.py' 2026-06-06T13:56:03,501 adding 'mlxtend/feature_selection/exhaustive_feature_selector.py' 2026-06-06T13:56:03,505 adding 'mlxtend/feature_selection/sequential_feature_selector.py' 2026-06-06T13:56:03,507 adding 'mlxtend/feature_selection/utilities.py' 2026-06-06T13:56:03,509 adding 'mlxtend/file_io/__init__.py' 2026-06-06T13:56:03,510 adding 'mlxtend/file_io/find_filegroups.py' 2026-06-06T13:56:03,512 adding 'mlxtend/file_io/find_files.py' 2026-06-06T13:56:03,514 adding 'mlxtend/frequent_patterns/__init__.py' 2026-06-06T13:56:03,516 adding 'mlxtend/frequent_patterns/apriori.py' 2026-06-06T13:56:03,518 adding 'mlxtend/frequent_patterns/association_rules.py' 2026-06-06T13:56:03,520 adding 'mlxtend/frequent_patterns/fpcommon.py' 2026-06-06T13:56:03,522 adding 'mlxtend/frequent_patterns/fpgrowth.py' 2026-06-06T13:56:03,523 adding 'mlxtend/frequent_patterns/fpmax.py' 2026-06-06T13:56:03,525 adding 'mlxtend/frequent_patterns/hmine.py' 2026-06-06T13:56:03,527 adding 'mlxtend/math/__init__.py' 2026-06-06T13:56:03,528 adding 'mlxtend/math/counting.py' 2026-06-06T13:56:03,530 adding 'mlxtend/math/linalg.py' 2026-06-06T13:56:03,532 adding 'mlxtend/plotting/__init__.py' 2026-06-06T13:56:03,533 adding 'mlxtend/plotting/checkerboard.py' 2026-06-06T13:56:03,536 adding 'mlxtend/plotting/decision_regions.py' 2026-06-06T13:56:03,537 adding 'mlxtend/plotting/ecdf.py' 2026-06-06T13:56:03,539 adding 'mlxtend/plotting/enrichment_plot.py' 2026-06-06T13:56:03,541 adding 'mlxtend/plotting/heatmap.py' 2026-06-06T13:56:03,542 adding 'mlxtend/plotting/learning_curves.py' 2026-06-06T13:56:03,544 adding 'mlxtend/plotting/pca_correlation_graph.py' 2026-06-06T13:56:03,545 adding 'mlxtend/plotting/plot_confusion_matrix.py' 2026-06-06T13:56:03,547 adding 'mlxtend/plotting/plot_linear_regression.py' 2026-06-06T13:56:03,548 adding 'mlxtend/plotting/plot_sequential_feature_selection.py' 2026-06-06T13:56:03,549 adding 'mlxtend/plotting/remove_chartjunk.py' 2026-06-06T13:56:03,551 adding 'mlxtend/plotting/scatter.py' 2026-06-06T13:56:03,552 adding 'mlxtend/plotting/scatter_hist.py' 2026-06-06T13:56:03,553 adding 'mlxtend/plotting/scatterplotmatrix.py' 2026-06-06T13:56:03,555 adding 'mlxtend/plotting/stacked_barplot.py' 2026-06-06T13:56:03,556 adding 'mlxtend/preprocessing/__init__.py' 2026-06-06T13:56:03,558 adding 'mlxtend/preprocessing/copy_transformer.py' 2026-06-06T13:56:03,559 adding 'mlxtend/preprocessing/dense_transformer.py' 2026-06-06T13:56:03,560 adding 'mlxtend/preprocessing/mean_centering.py' 2026-06-06T13:56:03,562 adding 'mlxtend/preprocessing/onehot.py' 2026-06-06T13:56:03,564 adding 'mlxtend/preprocessing/scaling.py' 2026-06-06T13:56:03,565 adding 'mlxtend/preprocessing/shuffle.py' 2026-06-06T13:56:03,567 adding 'mlxtend/preprocessing/transactionencoder.py' 2026-06-06T13:56:03,568 adding 'mlxtend/regressor/__init__.py' 2026-06-06T13:56:03,570 adding 'mlxtend/regressor/linear_regression.py' 2026-06-06T13:56:03,572 adding 'mlxtend/regressor/stacking_cv_regression.py' 2026-06-06T13:56:03,574 adding 'mlxtend/regressor/stacking_regression.py' 2026-06-06T13:56:03,576 adding 'mlxtend/text/__init__.py' 2026-06-06T13:56:03,577 adding 'mlxtend/text/names.py' 2026-06-06T13:56:03,579 adding 'mlxtend/text/tokenizer.py' 2026-06-06T13:56:03,580 adding 'mlxtend/utils/__init__.py' 2026-06-06T13:56:03,582 adding 'mlxtend/utils/base_compostion.py' 2026-06-06T13:56:03,583 adding 'mlxtend/utils/checking.py' 2026-06-06T13:56:03,584 adding 'mlxtend/utils/counter.py' 2026-06-06T13:56:03,586 adding 'mlxtend/utils/testing.py' 2026-06-06T13:56:03,588 adding 'mlxtend-0.25.0.dist-info/licenses/LICENSE-BSD3.txt' 2026-06-06T13:56:03,590 adding 'mlxtend-0.25.0.dist-info/licenses/LICENSE-CC-BY.txt' 2026-06-06T13:56:03,592 adding 'mlxtend-0.25.0.dist-info/METADATA' 2026-06-06T13:56:03,593 adding 'mlxtend-0.25.0.dist-info/WHEEL' 2026-06-06T13:56:03,594 adding 'mlxtend-0.25.0.dist-info/top_level.txt' 2026-06-06T13:56:03,596 adding 'mlxtend-0.25.0.dist-info/RECORD' 2026-06-06T13:56:03,612 removing build/bdist.linux-armv7l/wheel 2026-06-06T13:56:03,743 Building wheel for mlxtend (pyproject.toml): finished with status 'done' 2026-06-06T13:56:03,774 Created wheel for mlxtend: filename=mlxtend-0.25.0-py3-none-any.whl size=1355323 sha256=0a742103c738c2111d834546a4fd5f72c77ff94ab036f2239330451374fcc3de 2026-06-06T13:56:03,776 Stored in directory: /tmp/pip-ephem-wheel-cache-yfzdla_8/wheels/b8/72/aa/e07e4d84d545940fcda233319e3c20a20a63a7f78011e62009 2026-06-06T13:56:03,792 Successfully built mlxtend 2026-06-06T13:56:03,836 Removed build tracker: '/tmp/pip-build-tracker-5h9szulu'