2026-07-25T18:07:59,766 Created temporary directory: /tmp/pip-ephem-wheel-cache-cgiuf_ao 2026-07-25T18:07:59,768 Created temporary directory: /tmp/pip-build-tracker-436olsu5 2026-07-25T18:07:59,769 Initialized build tracking at /tmp/pip-build-tracker-436olsu5 2026-07-25T18:07:59,769 Created build tracker: /tmp/pip-build-tracker-436olsu5 2026-07-25T18:07:59,770 Entered build tracker: /tmp/pip-build-tracker-436olsu5 2026-07-25T18:07:59,770 Created temporary directory: /tmp/pip-wheel-xzyxnf03 2026-07-25T18:07:59,773 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 2026-07-25T18:07:59,776 Created temporary directory: /tmp/pip-ephem-wheel-cache-e_ta4hmt 2026-07-25T18:07:59,800 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-07-25T18:07:59,804 2 location(s) to search for versions of pyod: 2026-07-25T18:07:59,804 * https://pypi.org/simple/pyod/ 2026-07-25T18:07:59,804 * https://www.piwheels.org/simple/pyod/ 2026-07-25T18:07:59,804 Fetching project page and analyzing links: https://pypi.org/simple/pyod/ 2026-07-25T18:07:59,805 Getting page https://pypi.org/simple/pyod/ 2026-07-25T18:07:59,807 Found index url https://pypi.org/simple 2026-07-25T18:07:59,964 Fetched page https://pypi.org/simple/pyod/ as application/vnd.pypi.simple.v1+json 2026-07-25T18:07:59,986 Found link https://files.pythonhosted.org/packages/57/39/1502244e550e0f5a44c62c64910df506318024f4ee0c46f1c669807b9fb0/pyod-0.1.1.tar.gz (from https://pypi.org/simple/pyod/), version: 0.1.1 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2026-07-25T18:08:00,338 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.6.9-py3-none-any.whl#sha256=0960c691672b2b5498e2ff420de041555459dc7ed25829f02eae7efced7a954f (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,339 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.6.8-py3-none-any.whl#sha256=85efffb98c760834e0335933d0d874b8c42fdfb8926d43293dfeaffbd9fe7830 (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,339 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.6.7-py3-none-any.whl#sha256=4cca08e1cedfc841ba0b1f77403d69e9f42115be1a62f3afc26e5ba7b830acc3 (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,340 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.6.6-py3-none-any.whl#sha256=9779d9ac30f2f235687c34d1250c66d031a3862c1921771d8179e5c53bf6bd34 (from 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No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.5.9-py3-none-any.whl#sha256=dd4125b18b8b20767931afec0207874e12bcb4e33703ee3c68ced97b972ebcfb (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,344 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.5.8-py3-none-any.whl#sha256=20dc337546d18b73acce79b2b253de86a5d3a0e2f9715f630b35ffe2a4850c70 (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,345 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.5.7-py3-none-any.whl#sha256=93b56de21c5d2888dd3155e2953af61718f31b01aa5ff9391b4d5525466d984f (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,345 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.5.6-py3-none-any.whl#sha256=224ecb2be76c1318d75d3397428a713ba167891eeb77eccf42984b6629711e2e (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,346 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.3.0-py3-none-any.whl#sha256=61ef7afb4e6d16c6d2e998266c45d2ff3c80f2b9419b263483542c4d4a5b0c0d (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,346 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.2.2-py3-none-any.whl#sha256=cb145ddf1bb2d65074ff094590b4c8639b119b67a7299b8c4953cff64e66156f (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,347 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.2.1-py3-none-any.whl#sha256=160f2eb00771054e16951cf16ad9a060c70df4574e305eb4f87d2f947662a099 (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,347 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.2.0-py3-none-any.whl#sha256=3a07c7f0329279fb5c816198aef0bffc460f28e1ff08f84f81bea8034dfb727c (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,348 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.1.3-py3-none-any.whl#sha256=07d7e8d0195a4ae9281402f349722809aba3091c7a12a0ef61ac7f06c42fdbd8 (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,348 Skipping link: No binaries permitted for pyod: https://archive1.piwheels.org/simple/pyod/pyod-0.1.2-py3-none-any.whl#sha256=74b1eb194cbb0e48ba33beb29d337a45c5c6426ef3a1d1a88b1ee12b98c6d6de (from https://www.piwheels.org/simple/pyod/) 2026-07-25T18:08:00,349 Skipping link: not a file: https://www.piwheels.org/simple/pyod/ 2026-07-25T18:08:00,349 Skipping link: not a file: https://pypi.org/simple/pyod/ 2026-07-25T18:08:00,382 Given no hashes to check 1 links for project 'pyod': discarding no candidates 2026-07-25T18:08:00,400 Collecting pyod==3.6.2 2026-07-25T18:08:00,403 Created temporary directory: /tmp/pip-unpack-e2sttq0d 2026-07-25T18:08:00,557 Downloading pyod-3.6.2.tar.gz (347 kB) 2026-07-25T18:08:00,962 Added pyod==3.6.2 from https://files.pythonhosted.org/packages/e7/fa/e4cdc9ff3c64ff5cd8bc3a98fe0bbd9890a5cc98fa448069d594227668e2/pyod-3.6.2.tar.gz to build tracker '/tmp/pip-build-tracker-436olsu5' 2026-07-25T18:08:00,969 Created temporary directory: /tmp/pip-build-env-5tj4d4bj 2026-07-25T18:08:00,974 Installing build dependencies: started 2026-07-25T18:08:00,975 Running command pip subprocess to install build dependencies 2026-07-25T18:08:02,148 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-07-25T18:08:02,600 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 2026-07-25T18:08:02,623 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-07-25T18:08:04,444 Collecting setuptools>=77.0.0 2026-07-25T18:08:04,445 Obtaining dependency information for setuptools>=77.0.0 from https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl.metadata 2026-07-25T18:08:04,459 Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl.metadata (6.6 kB) 2026-07-25T18:08:04,698 Collecting wheel 2026-07-25T18:08:04,699 Obtaining dependency information for wheel from https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata 2026-07-25T18:08:04,711 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata (2.3 kB) 2026-07-25T18:08:04,898 Collecting packaging>=24.0 2026-07-25T18:08:04,899 Obtaining dependency information for packaging>=24.0 from https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata 2026-07-25T18:08:04,911 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata (3.5 kB) 2026-07-25T18:08:05,101 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-07-25T18:08:05,119 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-07-25T18:08:05,210 Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl (1.0 MB) 2026-07-25T18:08:05,242 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-07-25T18:08:05,269 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-07-25T18:08:05,352 Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl (1.0 MB) 2026-07-25T18:08:08,100 Installing collected packages: setuptools, packaging, wheel 2026-07-25T18:08:12,796 Creating /tmp/pip-build-env-5tj4d4bj/overlay/local/bin 2026-07-25T18:08:12,798 changing mode of /tmp/pip-build-env-5tj4d4bj/overlay/local/bin/wheel to 755 2026-07-25T18:08:12,819 Successfully installed packaging-26.2 setuptools-83.0.0 wheel-0.47.0 2026-07-25T18:08:13,108 Installing build dependencies: finished with status 'done' 2026-07-25T18:08:13,114 Getting requirements to build wheel: started 2026-07-25T18:08:13,115 Running command Getting requirements to build wheel 2026-07-25T18:08:13,822 running egg_info 2026-07-25T18:08:13,828 writing pyod.egg-info/PKG-INFO 2026-07-25T18:08:13,839 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-07-25T18:08:13,841 writing entry points to pyod.egg-info/entry_points.txt 2026-07-25T18:08:13,846 writing requirements to pyod.egg-info/requires.txt 2026-07-25T18:08:13,848 writing top-level names to pyod.egg-info/top_level.txt 2026-07-25T18:08:13,881 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:13,889 reading manifest template 'MANIFEST.in' 2026-07-25T18:08:13,891 no previously-included directories found matching 'examples' 2026-07-25T18:08:13,891 no previously-included directories found matching 'notebooks' 2026-07-25T18:08:13,892 no previously-included directories found matching 'pyod/test' 2026-07-25T18:08:13,900 adding license file 'LICENSE' 2026-07-25T18:08:13,907 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:14,006 Getting requirements to build wheel: finished with status 'done' 2026-07-25T18:08:14,009 Created temporary directory: /tmp/pip-modern-metadata-60t_sha1 2026-07-25T18:08:14,012 Preparing metadata (pyproject.toml): started 2026-07-25T18:08:14,013 Running command Preparing metadata (pyproject.toml) 2026-07-25T18:08:14,665 running dist_info 2026-07-25T18:08:14,675 creating /tmp/pip-modern-metadata-60t_sha1/pyod.egg-info 2026-07-25T18:08:14,676 writing /tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/PKG-INFO 2026-07-25T18:08:14,687 writing dependency_links to /tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/dependency_links.txt 2026-07-25T18:08:14,689 writing entry points to /tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/entry_points.txt 2026-07-25T18:08:14,694 writing requirements to /tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/requires.txt 2026-07-25T18:08:14,695 writing top-level names to /tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/top_level.txt 2026-07-25T18:08:14,697 writing manifest file '/tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:14,727 reading manifest file '/tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:14,729 reading manifest template 'MANIFEST.in' 2026-07-25T18:08:14,730 no previously-included directories found matching 'examples' 2026-07-25T18:08:14,731 no previously-included directories found matching 'notebooks' 2026-07-25T18:08:14,732 no previously-included directories found matching 'pyod/test' 2026-07-25T18:08:14,739 adding license file 'LICENSE' 2026-07-25T18:08:14,745 writing manifest file '/tmp/pip-modern-metadata-60t_sha1/pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:14,746 creating '/tmp/pip-modern-metadata-60t_sha1/pyod-3.6.2.dist-info' 2026-07-25T18:08:14,879 Preparing metadata (pyproject.toml): finished with status 'done' 2026-07-25T18:08:14,887 Source in /tmp/pip-wheel-xzyxnf03/pyod_1bd18daa5ab14226908d957b059ddfd0 has version 3.6.2, which satisfies requirement pyod==3.6.2 from https://files.pythonhosted.org/packages/e7/fa/e4cdc9ff3c64ff5cd8bc3a98fe0bbd9890a5cc98fa448069d594227668e2/pyod-3.6.2.tar.gz 2026-07-25T18:08:14,888 Removed pyod==3.6.2 from https://files.pythonhosted.org/packages/e7/fa/e4cdc9ff3c64ff5cd8bc3a98fe0bbd9890a5cc98fa448069d594227668e2/pyod-3.6.2.tar.gz from build tracker '/tmp/pip-build-tracker-436olsu5' 2026-07-25T18:08:14,899 Created temporary directory: /tmp/pip-unpack-zpvlhc7d 2026-07-25T18:08:14,899 Building wheels for collected packages: pyod 2026-07-25T18:08:14,904 Created temporary directory: /tmp/pip-wheel-5_d23udt 2026-07-25T18:08:14,904 Destination directory: /tmp/pip-wheel-5_d23udt 2026-07-25T18:08:14,909 Building wheel for pyod (pyproject.toml): started 2026-07-25T18:08:14,910 Running command Building wheel for pyod (pyproject.toml) 2026-07-25T18:08:15,538 running bdist_wheel 2026-07-25T18:08:15,556 running build 2026-07-25T18:08:15,557 running build_py 2026-07-25T18:08:15,563 creating build/lib/pyod 2026-07-25T18:08:15,565 copying pyod/mcp_server.py -> build/lib/pyod 2026-07-25T18:08:15,568 copying pyod/__init__.py -> build/lib/pyod 2026-07-25T18:08:15,570 copying pyod/cli.py -> build/lib/pyod 2026-07-25T18:08:15,572 copying pyod/version.py -> build/lib/pyod 2026-07-25T18:08:15,576 creating build/lib/pyod/models 2026-07-25T18:08:15,577 copying pyod/models/devnet.py -> build/lib/pyod/models 2026-07-25T18:08:15,580 copying pyod/models/knn.py -> build/lib/pyod/models 2026-07-25T18:08:15,582 copying pyod/models/so_gaal_new.py -> build/lib/pyod/models 2026-07-25T18:08:15,584 copying pyod/models/inne.py -> build/lib/pyod/models 2026-07-25T18:08:15,587 copying pyod/models/audio_ae.py -> build/lib/pyod/models 2026-07-25T18:08:15,589 copying pyod/models/qmcd.py -> build/lib/pyod/models 2026-07-25T18:08:15,591 copying pyod/models/base_dl.py -> build/lib/pyod/models 2026-07-25T18:08:15,594 copying pyod/models/__init__.py -> build/lib/pyod/models 2026-07-25T18:08:15,596 copying pyod/models/dif.py -> build/lib/pyod/models 2026-07-25T18:08:15,598 copying pyod/models/anogan.py -> build/lib/pyod/models 2026-07-25T18:08:15,601 copying pyod/models/mcd.py -> build/lib/pyod/models 2026-07-25T18:08:15,603 copying pyod/models/lmdd.py -> build/lib/pyod/models 2026-07-25T18:08:15,606 copying pyod/models/copod.py -> build/lib/pyod/models 2026-07-25T18:08:15,608 copying pyod/models/loci.py -> build/lib/pyod/models 2026-07-25T18:08:15,611 copying pyod/models/sod.py -> build/lib/pyod/models 2026-07-25T18:08:15,613 copying pyod/models/pyg_conad.py -> build/lib/pyod/models 2026-07-25T18:08:15,616 copying pyod/models/pyg_anomalous.py -> build/lib/pyod/models 2026-07-25T18:08:15,618 copying pyod/models/vae.py -> build/lib/pyod/models 2026-07-25T18:08:15,620 copying pyod/models/suod.py -> build/lib/pyod/models 2026-07-25T18:08:15,623 copying pyod/models/cblof.py -> build/lib/pyod/models 2026-07-25T18:08:15,626 copying pyod/models/gaal_base.py -> build/lib/pyod/models 2026-07-25T18:08:15,628 copying pyod/models/cof.py -> build/lib/pyod/models 2026-07-25T18:08:15,630 copying pyod/models/pyg_radar.py -> build/lib/pyod/models 2026-07-25T18:08:15,632 copying pyod/models/gmm.py -> build/lib/pyod/models 2026-07-25T18:08:15,635 copying pyod/models/combination.py -> build/lib/pyod/models 2026-07-25T18:08:15,637 copying pyod/models/ts_lstm.py -> build/lib/pyod/models 2026-07-25T18:08:15,640 copying pyod/models/pyg_dominant.py -> build/lib/pyod/models 2026-07-25T18:08:15,643 copying pyod/models/mo_gaal.py -> build/lib/pyod/models 2026-07-25T18:08:15,645 copying pyod/models/thresholds.py -> build/lib/pyod/models 2026-07-25T18:08:15,648 copying pyod/models/ae1svm.py -> build/lib/pyod/models 2026-07-25T18:08:15,651 copying pyod/models/embedding.py -> build/lib/pyod/models 2026-07-25T18:08:15,654 copying pyod/models/sos.py -> build/lib/pyod/models 2026-07-25T18:08:15,656 copying pyod/models/ts_matrix_profile.py -> build/lib/pyod/models 2026-07-25T18:08:15,658 copying pyod/models/abod.py -> build/lib/pyod/models 2026-07-25T18:08:15,661 copying pyod/models/rod.py -> build/lib/pyod/models 2026-07-25T18:08:15,663 copying pyod/models/ts_sand.py -> build/lib/pyod/models 2026-07-25T18:08:15,666 copying pyod/models/lunar.py -> build/lib/pyod/models 2026-07-25T18:08:15,669 copying pyod/models/ocsvm.py -> build/lib/pyod/models 2026-07-25T18:08:15,671 copying pyod/models/rgraph.py -> build/lib/pyod/models 2026-07-25T18:08:15,674 copying pyod/models/so_gaal.py -> build/lib/pyod/models 2026-07-25T18:08:15,676 copying pyod/models/feature_bagging.py -> build/lib/pyod/models 2026-07-25T18:08:15,679 copying pyod/models/hdbscan.py -> build/lib/pyod/models 2026-07-25T18:08:15,681 copying pyod/models/pyg_anomalydae.py -> build/lib/pyod/models 2026-07-25T18:08:15,683 copying pyod/models/ts_spectral_residual.py -> build/lib/pyod/models 2026-07-25T18:08:15,686 copying pyod/models/xgbod.py -> build/lib/pyod/models 2026-07-25T18:08:15,688 copying pyod/models/hbos.py -> build/lib/pyod/models 2026-07-25T18:08:15,691 copying pyod/models/pyg_scan.py -> build/lib/pyod/models 2026-07-25T18:08:15,693 copying pyod/models/sklearn_base.py -> build/lib/pyod/models 2026-07-25T18:08:15,695 copying pyod/models/alad.py -> build/lib/pyod/models 2026-07-25T18:08:15,698 copying pyod/models/ts_od.py -> build/lib/pyod/models 2026-07-25T18:08:15,700 copying pyod/models/auto_encoder.py -> build/lib/pyod/models 2026-07-25T18:08:15,702 copying pyod/models/ts_anomaly_transformer.py -> build/lib/pyod/models 2026-07-25T18:08:15,705 copying pyod/models/_ts_utils.py -> build/lib/pyod/models 2026-07-25T18:08:15,706 copying pyod/models/ecod.py -> build/lib/pyod/models 2026-07-25T18:08:15,709 copying pyod/models/kpca.py -> build/lib/pyod/models 2026-07-25T18:08:15,711 copying pyod/models/cd.py -> build/lib/pyod/models 2026-07-25T18:08:15,714 copying pyod/models/iforest.py -> build/lib/pyod/models 2026-07-25T18:08:15,716 copying pyod/models/mad.py -> build/lib/pyod/models 2026-07-25T18:08:15,719 copying pyod/models/loda.py -> build/lib/pyod/models 2026-07-25T18:08:15,721 copying pyod/models/pyg_cola.py -> build/lib/pyod/models 2026-07-25T18:08:15,723 copying pyod/models/base.py -> build/lib/pyod/models 2026-07-25T18:08:15,727 copying pyod/models/sampling.py -> build/lib/pyod/models 2026-07-25T18:08:15,729 copying pyod/models/pyg_guide.py -> build/lib/pyod/models 2026-07-25T18:08:15,731 copying pyod/models/lof.py -> build/lib/pyod/models 2026-07-25T18:08:15,734 copying pyod/models/lscp.py -> build/lib/pyod/models 2026-07-25T18:08:15,737 copying pyod/models/_pyg_utils.py -> build/lib/pyod/models 2026-07-25T18:08:15,739 copying pyod/models/deep_svdd.py -> build/lib/pyod/models 2026-07-25T18:08:15,741 copying pyod/models/kde.py -> build/lib/pyod/models 2026-07-25T18:08:15,743 copying pyod/models/pca.py -> build/lib/pyod/models 2026-07-25T18:08:15,746 copying pyod/models/ts_kshape.py -> build/lib/pyod/models 2026-07-25T18:08:15,750 creating build/lib/pyod/utils 2026-07-25T18:08:15,751 copying pyod/utils/stat_models.py -> build/lib/pyod/utils 2026-07-25T18:08:15,753 copying pyod/utils/utility.py -> build/lib/pyod/utils 2026-07-25T18:08:15,756 copying pyod/utils/_llm.py -> build/lib/pyod/utils 2026-07-25T18:08:15,759 copying pyod/utils/example.py -> build/lib/pyod/utils 2026-07-25T18:08:15,761 copying pyod/utils/_detector_factory.py -> build/lib/pyod/utils 2026-07-25T18:08:15,763 copying pyod/utils/__init__.py -> build/lib/pyod/utils 2026-07-25T18:08:15,765 copying pyod/utils/persistence.py -> build/lib/pyod/utils 2026-07-25T18:08:15,768 copying pyod/utils/_quality_metrics.py -> build/lib/pyod/utils 2026-07-25T18:08:15,770 copying pyod/utils/ad_engine.py -> build/lib/pyod/utils 2026-07-25T18:08:15,774 copying pyod/utils/data.py -> build/lib/pyod/utils 2026-07-25T18:08:15,777 copying pyod/utils/investigation.py -> build/lib/pyod/utils 2026-07-25T18:08:15,779 copying pyod/utils/auto_model_selector.py -> build/lib/pyod/utils 2026-07-25T18:08:15,781 copying pyod/utils/_nl_feedback.py -> build/lib/pyod/utils 2026-07-25T18:08:15,784 copying pyod/utils/torch_utility.py -> build/lib/pyod/utils 2026-07-25T18:08:15,786 copying pyod/utils/_kb_router.py -> build/lib/pyod/utils 2026-07-25T18:08:15,789 creating build/lib/pyod/skills 2026-07-25T18:08:15,790 copying pyod/skills/__init__.py -> build/lib/pyod/skills 2026-07-25T18:08:15,793 creating build/lib/pyod/utils/encoders 2026-07-25T18:08:15,794 copying pyod/utils/encoders/audio.py -> build/lib/pyod/utils/encoders 2026-07-25T18:08:15,796 copying pyod/utils/encoders/__init__.py -> build/lib/pyod/utils/encoders 2026-07-25T18:08:15,798 copying pyod/utils/encoders/openai_encoder.py -> build/lib/pyod/utils/encoders 2026-07-25T18:08:15,800 copying pyod/utils/encoders/huggingface.py -> build/lib/pyod/utils/encoders 2026-07-25T18:08:15,803 copying pyod/utils/encoders/sentence_transformer.py -> build/lib/pyod/utils/encoders 2026-07-25T18:08:15,805 creating build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,806 copying pyod/utils/model_analysis_jsons/__init__.py -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,809 creating build/lib/pyod/utils/knowledge 2026-07-25T18:08:15,810 copying pyod/utils/knowledge/__init__.py -> build/lib/pyod/utils/knowledge 2026-07-25T18:08:15,812 creating build/lib/pyod/skills/od_expert 2026-07-25T18:08:15,813 copying pyod/skills/od_expert/__init__.py -> build/lib/pyod/skills/od_expert 2026-07-25T18:08:15,815 running egg_info 2026-07-25T18:08:15,824 writing pyod.egg-info/PKG-INFO 2026-07-25T18:08:15,835 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-07-25T18:08:15,837 writing entry points to pyod.egg-info/entry_points.txt 2026-07-25T18:08:15,841 writing requirements to pyod.egg-info/requires.txt 2026-07-25T18:08:15,842 writing top-level names to pyod.egg-info/top_level.txt 2026-07-25T18:08:15,863 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:15,872 reading manifest template 'MANIFEST.in' 2026-07-25T18:08:15,873 no previously-included directories found matching 'examples' 2026-07-25T18:08:15,874 no previously-included directories found matching 'notebooks' 2026-07-25T18:08:15,875 no previously-included directories found matching 'pyod/test' 2026-07-25T18:08:15,882 adding license file 'LICENSE' 2026-07-25T18:08:15,890 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-07-25T18:08:15,893 /tmp/pip-build-env-5tj4d4bj/overlay/local/lib/python3.11/dist-packages/setuptools/command/build_py.py:215: _Warning: Package 'pyod.skills.od_expert.references' is absent from the `packages` configuration. 2026-07-25T18:08:15,893 !! 2026-07-25T18:08:15,895 ******************************************************************************** 2026-07-25T18:08:15,895 ############################ 2026-07-25T18:08:15,896 # Package would be ignored # 2026-07-25T18:08:15,896 ############################ 2026-07-25T18:08:15,897 Python recognizes 'pyod.skills.od_expert.references' as an importable package[^1], 2026-07-25T18:08:15,897 but it is absent from setuptools' `packages` configuration. 2026-07-25T18:08:15,898 This leads to an ambiguous overall configuration. If you want to distribute this 2026-07-25T18:08:15,899 package, please make sure that 'pyod.skills.od_expert.references' is explicitly added 2026-07-25T18:08:15,900 to the `packages` configuration field. 2026-07-25T18:08:15,901 Alternatively, you can also rely on setuptools' discovery methods 2026-07-25T18:08:15,902 (for example by using `find_namespace_packages(...)`/`find_namespace:` 2026-07-25T18:08:15,902 instead of `find_packages(...)`/`find:`). 2026-07-25T18:08:15,904 You can read more about "package discovery" on setuptools documentation page: 2026-07-25T18:08:15,904 - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html 2026-07-25T18:08:15,905 If you don't want 'pyod.skills.od_expert.references' to be distributed and are 2026-07-25T18:08:15,906 already explicitly excluding 'pyod.skills.od_expert.references' via 2026-07-25T18:08:15,906 `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`, 2026-07-25T18:08:15,907 you can try to use `exclude_package_data`, or `include-package-data=False` in 2026-07-25T18:08:15,907 combination with a more fine grained `package-data` configuration. 2026-07-25T18:08:15,908 You can read more about "package data files" on setuptools documentation page: 2026-07-25T18:08:15,909 - https://setuptools.pypa.io/en/latest/userguide/datafiles.html 2026-07-25T18:08:15,910 [^1]: For Python, any directory (with suitable naming) can be imported, 2026-07-25T18:08:15,910 even if it does not contain any `.py` files. 2026-07-25T18:08:15,911 On the other hand, currently there is no concept of package data 2026-07-25T18:08:15,911 directory, all directories are treated like packages. 2026-07-25T18:08:15,912 ******************************************************************************** 2026-07-25T18:08:15,913 !! 2026-07-25T18:08:15,913 check.warn(importable) 2026-07-25T18:08:15,914 copying pyod/utils/model_analysis_jsons/AE1SVM.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,915 copying pyod/utils/model_analysis_jsons/ALAD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,915 copying pyod/utils/model_analysis_jsons/AnoGAN.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,916 copying pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,917 copying pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,918 copying pyod/utils/model_analysis_jsons/DevNet.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,920 copying pyod/utils/model_analysis_jsons/LUNAR.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,923 copying pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,925 copying pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,927 copying pyod/utils/model_analysis_jsons/VAE.json -> build/lib/pyod/utils/model_analysis_jsons 2026-07-25T18:08:15,930 copying pyod/utils/knowledge/algorithms.json -> build/lib/pyod/utils/knowledge 2026-07-25T18:08:15,933 copying pyod/utils/knowledge/benchmarks.json -> build/lib/pyod/utils/knowledge 2026-07-25T18:08:15,936 copying pyod/utils/knowledge/papers.json -> build/lib/pyod/utils/knowledge 2026-07-25T18:08:15,938 copying pyod/utils/knowledge/routing_rules.json -> build/lib/pyod/utils/knowledge 2026-07-25T18:08:15,941 copying pyod/skills/od_expert/SKILL.md -> build/lib/pyod/skills/od_expert 2026-07-25T18:08:15,943 creating build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,944 copying pyod/skills/od_expert/references/graph.md -> build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,947 copying pyod/skills/od_expert/references/pitfalls.md -> build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,950 copying pyod/skills/od_expert/references/tabular.md -> build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,953 copying pyod/skills/od_expert/references/text_image.md -> build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,955 copying pyod/skills/od_expert/references/time_series.md -> build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,958 copying pyod/skills/od_expert/references/workflow.md -> build/lib/pyod/skills/od_expert/references 2026-07-25T18:08:15,975 installing to build/bdist.linux-armv7l/wheel 2026-07-25T18:08:15,976 running install 2026-07-25T18:08:15,997 running install_lib 2026-07-25T18:08:16,002 creating build/bdist.linux-armv7l/wheel 2026-07-25T18:08:16,005 creating build/bdist.linux-armv7l/wheel/pyod 2026-07-25T18:08:16,006 copying build/lib/pyod/mcp_server.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-07-25T18:08:16,008 copying build/lib/pyod/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-07-25T18:08:16,010 copying build/lib/pyod/cli.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-07-25T18:08:16,012 copying build/lib/pyod/version.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-07-25T18:08:16,015 creating build/bdist.linux-armv7l/wheel/pyod/models 2026-07-25T18:08:16,016 copying build/lib/pyod/models/devnet.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,019 copying build/lib/pyod/models/knn.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,021 copying build/lib/pyod/models/so_gaal_new.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,023 copying build/lib/pyod/models/inne.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,025 copying build/lib/pyod/models/audio_ae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,027 copying build/lib/pyod/models/qmcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,030 copying build/lib/pyod/models/base_dl.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,032 copying build/lib/pyod/models/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,034 copying build/lib/pyod/models/dif.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,036 copying build/lib/pyod/models/anogan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,039 copying build/lib/pyod/models/mcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,041 copying build/lib/pyod/models/lmdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,044 copying build/lib/pyod/models/copod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,046 copying build/lib/pyod/models/loci.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,048 copying build/lib/pyod/models/sod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,050 copying build/lib/pyod/models/pyg_conad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,053 copying build/lib/pyod/models/pyg_anomalous.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,055 copying build/lib/pyod/models/vae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,058 copying build/lib/pyod/models/suod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,060 copying build/lib/pyod/models/cblof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,063 copying build/lib/pyod/models/gaal_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,065 copying build/lib/pyod/models/cof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,067 copying build/lib/pyod/models/pyg_radar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,069 copying build/lib/pyod/models/gmm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,072 copying build/lib/pyod/models/combination.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,074 copying build/lib/pyod/models/ts_lstm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,076 copying build/lib/pyod/models/pyg_dominant.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,078 copying build/lib/pyod/models/mo_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,081 copying build/lib/pyod/models/thresholds.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,083 copying build/lib/pyod/models/ae1svm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,086 copying build/lib/pyod/models/embedding.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,089 copying build/lib/pyod/models/sos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,091 copying build/lib/pyod/models/ts_matrix_profile.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,093 copying build/lib/pyod/models/abod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,096 copying build/lib/pyod/models/rod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,099 copying build/lib/pyod/models/ts_sand.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,102 copying build/lib/pyod/models/lunar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,107 copying build/lib/pyod/models/ocsvm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,111 copying build/lib/pyod/models/rgraph.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,115 copying build/lib/pyod/models/so_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,118 copying build/lib/pyod/models/feature_bagging.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,122 copying build/lib/pyod/models/hdbscan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,125 copying build/lib/pyod/models/pyg_anomalydae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,128 copying build/lib/pyod/models/ts_spectral_residual.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,130 copying build/lib/pyod/models/xgbod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,133 copying build/lib/pyod/models/hbos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,135 copying build/lib/pyod/models/pyg_scan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,138 copying build/lib/pyod/models/sklearn_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,140 copying build/lib/pyod/models/alad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,143 copying build/lib/pyod/models/ts_od.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,145 copying build/lib/pyod/models/auto_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,147 copying build/lib/pyod/models/ts_anomaly_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,150 copying build/lib/pyod/models/_ts_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,152 copying build/lib/pyod/models/ecod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,154 copying build/lib/pyod/models/kpca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,156 copying build/lib/pyod/models/cd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,159 copying build/lib/pyod/models/iforest.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,162 copying build/lib/pyod/models/mad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,164 copying build/lib/pyod/models/loda.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,169 copying build/lib/pyod/models/pyg_cola.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,171 copying build/lib/pyod/models/base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,174 copying build/lib/pyod/models/sampling.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,176 copying build/lib/pyod/models/pyg_guide.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,178 copying build/lib/pyod/models/lof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,180 copying build/lib/pyod/models/lscp.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,183 copying build/lib/pyod/models/_pyg_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,185 copying build/lib/pyod/models/deep_svdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,187 copying build/lib/pyod/models/kde.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,189 copying build/lib/pyod/models/pca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,191 copying build/lib/pyod/models/ts_kshape.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-07-25T18:08:16,194 creating build/bdist.linux-armv7l/wheel/pyod/utils 2026-07-25T18:08:16,195 copying build/lib/pyod/utils/stat_models.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,198 copying build/lib/pyod/utils/utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,201 copying build/lib/pyod/utils/_llm.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,203 copying build/lib/pyod/utils/example.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,205 copying build/lib/pyod/utils/_detector_factory.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,207 copying build/lib/pyod/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,209 copying build/lib/pyod/utils/persistence.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,211 copying build/lib/pyod/utils/_quality_metrics.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,214 copying build/lib/pyod/utils/ad_engine.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,217 copying build/lib/pyod/utils/data.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,220 copying build/lib/pyod/utils/investigation.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,222 copying build/lib/pyod/utils/auto_model_selector.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,224 copying build/lib/pyod/utils/_nl_feedback.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,227 creating build/bdist.linux-armv7l/wheel/pyod/utils/encoders 2026-07-25T18:08:16,228 copying build/lib/pyod/utils/encoders/audio.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-07-25T18:08:16,231 copying build/lib/pyod/utils/encoders/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-07-25T18:08:16,233 copying build/lib/pyod/utils/encoders/openai_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-07-25T18:08:16,235 copying build/lib/pyod/utils/encoders/huggingface.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-07-25T18:08:16,237 copying build/lib/pyod/utils/encoders/sentence_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-07-25T18:08:16,240 copying build/lib/pyod/utils/torch_utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,243 creating build/bdist.linux-armv7l/wheel/pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,244 copying build/lib/pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,246 copying build/lib/pyod/utils/model_analysis_jsons/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,248 copying build/lib/pyod/utils/model_analysis_jsons/VAE.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,250 copying build/lib/pyod/utils/model_analysis_jsons/AnoGAN.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,252 copying build/lib/pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,254 copying build/lib/pyod/utils/model_analysis_jsons/LUNAR.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,255 copying build/lib/pyod/utils/model_analysis_jsons/AE1SVM.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,257 copying build/lib/pyod/utils/model_analysis_jsons/DevNet.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,259 copying build/lib/pyod/utils/model_analysis_jsons/ALAD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,261 copying build/lib/pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,263 copying build/lib/pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-07-25T18:08:16,265 copying build/lib/pyod/utils/_kb_router.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-07-25T18:08:16,268 creating build/bdist.linux-armv7l/wheel/pyod/utils/knowledge 2026-07-25T18:08:16,269 copying build/lib/pyod/utils/knowledge/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-07-25T18:08:16,271 copying build/lib/pyod/utils/knowledge/benchmarks.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-07-25T18:08:16,273 copying build/lib/pyod/utils/knowledge/papers.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-07-25T18:08:16,274 copying build/lib/pyod/utils/knowledge/routing_rules.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-07-25T18:08:16,277 copying build/lib/pyod/utils/knowledge/algorithms.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-07-25T18:08:16,280 creating build/bdist.linux-armv7l/wheel/pyod/skills 2026-07-25T18:08:16,281 copying build/lib/pyod/skills/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills 2026-07-25T18:08:16,284 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert 2026-07-25T18:08:16,285 copying build/lib/pyod/skills/od_expert/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-07-25T18:08:16,288 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert/references 2026-07-25T18:08:16,289 copying build/lib/pyod/skills/od_expert/references/text_image.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-07-25T18:08:16,292 copying build/lib/pyod/skills/od_expert/references/pitfalls.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-07-25T18:08:16,295 copying build/lib/pyod/skills/od_expert/references/graph.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-07-25T18:08:16,298 copying build/lib/pyod/skills/od_expert/references/tabular.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-07-25T18:08:16,302 copying build/lib/pyod/skills/od_expert/references/time_series.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-07-25T18:08:16,306 copying build/lib/pyod/skills/od_expert/references/workflow.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-07-25T18:08:16,311 copying build/lib/pyod/skills/od_expert/SKILL.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-07-25T18:08:16,316 running install_egg_info 2026-07-25T18:08:16,321 Copying pyod.egg-info to build/bdist.linux-armv7l/wheel/./pyod-3.6.2-py3.11.egg-info 2026-07-25T18:08:16,336 running install_scripts 2026-07-25T18:08:16,350 creating build/bdist.linux-armv7l/wheel/pyod-3.6.2.dist-info/WHEEL 2026-07-25T18:08:16,352 creating '/tmp/pip-wheel-5_d23udt/.tmp-vn081h35/pyod-3.6.2-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-07-25T18:08:16,355 adding 'pyod/__init__.py' 2026-07-25T18:08:16,357 adding 'pyod/cli.py' 2026-07-25T18:08:16,359 adding 'pyod/mcp_server.py' 2026-07-25T18:08:16,360 adding 'pyod/version.py' 2026-07-25T18:08:16,363 adding 'pyod/models/__init__.py' 2026-07-25T18:08:16,365 adding 'pyod/models/_pyg_utils.py' 2026-07-25T18:08:16,366 adding 'pyod/models/_ts_utils.py' 2026-07-25T18:08:16,369 adding 'pyod/models/abod.py' 2026-07-25T18:08:16,371 adding 'pyod/models/ae1svm.py' 2026-07-25T18:08:16,374 adding 'pyod/models/alad.py' 2026-07-25T18:08:16,376 adding 'pyod/models/anogan.py' 2026-07-25T18:08:16,378 adding 'pyod/models/audio_ae.py' 2026-07-25T18:08:16,380 adding 'pyod/models/auto_encoder.py' 2026-07-25T18:08:16,383 adding 'pyod/models/base.py' 2026-07-25T18:08:16,385 adding 'pyod/models/base_dl.py' 2026-07-25T18:08:16,388 adding 'pyod/models/cblof.py' 2026-07-25T18:08:16,389 adding 'pyod/models/cd.py' 2026-07-25T18:08:16,391 adding 'pyod/models/cof.py' 2026-07-25T18:08:16,392 adding 'pyod/models/combination.py' 2026-07-25T18:08:16,394 adding 'pyod/models/copod.py' 2026-07-25T18:08:16,396 adding 'pyod/models/deep_svdd.py' 2026-07-25T18:08:16,398 adding 'pyod/models/devnet.py' 2026-07-25T18:08:16,401 adding 'pyod/models/dif.py' 2026-07-25T18:08:16,403 adding 'pyod/models/ecod.py' 2026-07-25T18:08:16,406 adding 'pyod/models/embedding.py' 2026-07-25T18:08:16,408 adding 'pyod/models/feature_bagging.py' 2026-07-25T18:08:16,409 adding 'pyod/models/gaal_base.py' 2026-07-25T18:08:16,411 adding 'pyod/models/gmm.py' 2026-07-25T18:08:16,413 adding 'pyod/models/hbos.py' 2026-07-25T18:08:16,415 adding 'pyod/models/hdbscan.py' 2026-07-25T18:08:16,417 adding 'pyod/models/iforest.py' 2026-07-25T18:08:16,419 adding 'pyod/models/inne.py' 2026-07-25T18:08:16,421 adding 'pyod/models/kde.py' 2026-07-25T18:08:16,422 adding 'pyod/models/knn.py' 2026-07-25T18:08:16,425 adding 'pyod/models/kpca.py' 2026-07-25T18:08:16,427 adding 'pyod/models/lmdd.py' 2026-07-25T18:08:16,428 adding 'pyod/models/loci.py' 2026-07-25T18:08:16,430 adding 'pyod/models/loda.py' 2026-07-25T18:08:16,432 adding 'pyod/models/lof.py' 2026-07-25T18:08:16,434 adding 'pyod/models/lscp.py' 2026-07-25T18:08:16,437 adding 'pyod/models/lunar.py' 2026-07-25T18:08:16,439 adding 'pyod/models/mad.py' 2026-07-25T18:08:16,440 adding 'pyod/models/mcd.py' 2026-07-25T18:08:16,442 adding 'pyod/models/mo_gaal.py' 2026-07-25T18:08:16,444 adding 'pyod/models/ocsvm.py' 2026-07-25T18:08:16,446 adding 'pyod/models/pca.py' 2026-07-25T18:08:16,448 adding 'pyod/models/pyg_anomalous.py' 2026-07-25T18:08:16,449 adding 'pyod/models/pyg_anomalydae.py' 2026-07-25T18:08:16,451 adding 'pyod/models/pyg_cola.py' 2026-07-25T18:08:16,453 adding 'pyod/models/pyg_conad.py' 2026-07-25T18:08:16,454 adding 'pyod/models/pyg_dominant.py' 2026-07-25T18:08:16,456 adding 'pyod/models/pyg_guide.py' 2026-07-25T18:08:16,457 adding 'pyod/models/pyg_radar.py' 2026-07-25T18:08:16,459 adding 'pyod/models/pyg_scan.py' 2026-07-25T18:08:16,461 adding 'pyod/models/qmcd.py' 2026-07-25T18:08:16,464 adding 'pyod/models/rgraph.py' 2026-07-25T18:08:16,466 adding 'pyod/models/rod.py' 2026-07-25T18:08:16,468 adding 'pyod/models/sampling.py' 2026-07-25T18:08:16,470 adding 'pyod/models/sklearn_base.py' 2026-07-25T18:08:16,471 adding 'pyod/models/so_gaal.py' 2026-07-25T18:08:16,473 adding 'pyod/models/so_gaal_new.py' 2026-07-25T18:08:16,475 adding 'pyod/models/sod.py' 2026-07-25T18:08:16,477 adding 'pyod/models/sos.py' 2026-07-25T18:08:16,479 adding 'pyod/models/suod.py' 2026-07-25T18:08:16,482 adding 'pyod/models/thresholds.py' 2026-07-25T18:08:16,485 adding 'pyod/models/ts_anomaly_transformer.py' 2026-07-25T18:08:16,488 adding 'pyod/models/ts_kshape.py' 2026-07-25T18:08:16,490 adding 'pyod/models/ts_lstm.py' 2026-07-25T18:08:16,492 adding 'pyod/models/ts_matrix_profile.py' 2026-07-25T18:08:16,493 adding 'pyod/models/ts_od.py' 2026-07-25T18:08:16,495 adding 'pyod/models/ts_sand.py' 2026-07-25T18:08:16,497 adding 'pyod/models/ts_spectral_residual.py' 2026-07-25T18:08:16,499 adding 'pyod/models/vae.py' 2026-07-25T18:08:16,501 adding 'pyod/models/xgbod.py' 2026-07-25T18:08:16,504 adding 'pyod/skills/__init__.py' 2026-07-25T18:08:16,506 adding 'pyod/skills/od_expert/SKILL.md' 2026-07-25T18:08:16,507 adding 'pyod/skills/od_expert/__init__.py' 2026-07-25T18:08:16,510 adding 'pyod/skills/od_expert/references/graph.md' 2026-07-25T18:08:16,512 adding 'pyod/skills/od_expert/references/pitfalls.md' 2026-07-25T18:08:16,514 adding 'pyod/skills/od_expert/references/tabular.md' 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'pyod/utils/stat_models.py' 2026-07-25T18:08:16,558 adding 'pyod/utils/torch_utility.py' 2026-07-25T18:08:16,560 adding 'pyod/utils/utility.py' 2026-07-25T18:08:16,563 adding 'pyod/utils/encoders/__init__.py' 2026-07-25T18:08:16,565 adding 'pyod/utils/encoders/audio.py' 2026-07-25T18:08:16,566 adding 'pyod/utils/encoders/huggingface.py' 2026-07-25T18:08:16,568 adding 'pyod/utils/encoders/openai_encoder.py' 2026-07-25T18:08:16,569 adding 'pyod/utils/encoders/sentence_transformer.py' 2026-07-25T18:08:16,571 adding 'pyod/utils/knowledge/__init__.py' 2026-07-25T18:08:16,577 adding 'pyod/utils/knowledge/algorithms.json' 2026-07-25T18:08:16,579 adding 'pyod/utils/knowledge/benchmarks.json' 2026-07-25T18:08:16,580 adding 'pyod/utils/knowledge/papers.json' 2026-07-25T18:08:16,582 adding 'pyod/utils/knowledge/routing_rules.json' 2026-07-25T18:08:16,584 adding 'pyod/utils/model_analysis_jsons/AE1SVM.json' 2026-07-25T18:08:16,585 adding 'pyod/utils/model_analysis_jsons/ALAD.json' 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'pyod-3.6.2.dist-info/top_level.txt' 2026-07-25T18:08:16,612 adding 'pyod-3.6.2.dist-info/RECORD' 2026-07-25T18:08:16,619 removing build/bdist.linux-armv7l/wheel 2026-07-25T18:08:16,747 Building wheel for pyod (pyproject.toml): finished with status 'done' 2026-07-25T18:08:16,762 Created wheel for pyod: filename=pyod-3.6.2-py3-none-any.whl size=412187 sha256=35dd1c111689fdf449d4d49f582a589995f9ff00de5526397578247ff1d399a4 2026-07-25T18:08:16,763 Stored in directory: /tmp/pip-ephem-wheel-cache-e_ta4hmt/wheels/d0/68/83/f6bfe3a7f643b9b27a5793747d728c9f0beaeb0ba39af2064a 2026-07-25T18:08:16,787 Successfully built pyod 2026-07-25T18:08:16,868 Removed build tracker: '/tmp/pip-build-tracker-436olsu5'