2026-06-04T22:52:54,706 Created temporary directory: /tmp/pip-ephem-wheel-cache-ye414own 2026-06-04T22:52:54,708 Created temporary directory: /tmp/pip-build-tracker-kkhb5h_e 2026-06-04T22:52:54,709 Initialized build tracking at /tmp/pip-build-tracker-kkhb5h_e 2026-06-04T22:52:54,709 Created build tracker: /tmp/pip-build-tracker-kkhb5h_e 2026-06-04T22:52:54,710 Entered build tracker: /tmp/pip-build-tracker-kkhb5h_e 2026-06-04T22:52:54,711 Created temporary directory: /tmp/pip-wheel-63ihmnab 2026-06-04T22:52:54,713 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. 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2026-06-04T22:52:55,599 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/) 2026-06-04T22:52:55,599 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/) 2026-06-04T22:52:55,600 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/) 2026-06-04T22:52:55,600 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/) 2026-06-04T22:52:55,605 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/) 2026-06-04T22:52:55,606 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/) 2026-06-04T22:52:55,606 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/) 2026-06-04T22:52:55,606 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/) 2026-06-04T22:52:55,607 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/) 2026-06-04T22:52:55,608 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/) 2026-06-04T22:52:55,608 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/) 2026-06-04T22:52:55,609 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/) 2026-06-04T22:52:55,610 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/) 2026-06-04T22:52:55,610 Skipping link: not a file: https://www.piwheels.org/simple/pyod/ 2026-06-04T22:52:55,611 Skipping link: not a file: https://pypi.org/simple/pyod/ 2026-06-04T22:52:55,643 Given no hashes to check 1 links for project 'pyod': discarding no candidates 2026-06-04T22:52:55,662 Collecting pyod==3.5.4 2026-06-04T22:52:55,664 Created temporary directory: /tmp/pip-unpack-0vwboyob 2026-06-04T22:52:55,828 Downloading pyod-3.5.4.tar.gz (342 kB) 2026-06-04T22:52:56,229 Added pyod==3.5.4 from https://files.pythonhosted.org/packages/6a/56/316db4f812eb4bd8ce19dae2b9562369ae9033206ab52f38d8ba59679b6f/pyod-3.5.4.tar.gz to build tracker '/tmp/pip-build-tracker-kkhb5h_e' 2026-06-04T22:52:56,235 Created temporary directory: /tmp/pip-build-env-n8z4yrk3 2026-06-04T22:52:56,240 Installing build dependencies: started 2026-06-04T22:52:56,241 Running command pip subprocess to install build dependencies 2026-06-04T22:52:57,423 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-06-04T22:52:57,842 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 2026-06-04T22:52:57,865 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-06-04T22:52:59,629 Collecting setuptools>=77.0.0 2026-06-04T22:52:59,630 Obtaining dependency information for setuptools>=77.0.0 from https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata 2026-06-04T22:52:59,644 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata (6.5 kB) 2026-06-04T22:52:59,876 Collecting wheel 2026-06-04T22:52:59,877 Obtaining dependency information for wheel from https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata 2026-06-04T22:52:59,890 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata (2.3 kB) 2026-06-04T22:53:00,071 Collecting packaging>=24.0 2026-06-04T22:53:00,072 Obtaining dependency information for packaging>=24.0 from https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata 2026-06-04T22:53:00,087 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata (3.5 kB) 2026-06-04T22:53:00,273 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-06-04T22:53:00,293 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-06-04T22:53:00,386 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-06-04T22:53:00,424 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-06-04T22:53:00,449 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-06-04T22:53:00,544 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-06-04T22:53:03,277 Installing collected packages: setuptools, packaging, wheel 2026-06-04T22:53:06,803 Creating /tmp/pip-build-env-n8z4yrk3/overlay/local/bin 2026-06-04T22:53:06,805 changing mode of /tmp/pip-build-env-n8z4yrk3/overlay/local/bin/wheel to 755 2026-06-04T22:53:06,827 Successfully installed packaging-26.2 setuptools-82.0.1 wheel-0.47.0 2026-06-04T22:53:07,115 Installing build dependencies: finished with status 'done' 2026-06-04T22:53:07,121 Getting requirements to build wheel: started 2026-06-04T22:53:07,122 Running command Getting requirements to build wheel 2026-06-04T22:53:07,831 running egg_info 2026-06-04T22:53:07,837 writing pyod.egg-info/PKG-INFO 2026-06-04T22:53:07,848 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-06-04T22:53:07,850 writing entry points to pyod.egg-info/entry_points.txt 2026-06-04T22:53:07,854 writing requirements to pyod.egg-info/requires.txt 2026-06-04T22:53:07,856 writing top-level names to pyod.egg-info/top_level.txt 2026-06-04T22:53:07,888 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:07,896 reading manifest template 'MANIFEST.in' 2026-06-04T22:53:07,898 no previously-included directories found matching 'examples' 2026-06-04T22:53:07,899 no previously-included directories found matching 'notebooks' 2026-06-04T22:53:07,899 no previously-included directories found matching 'pyod/test' 2026-06-04T22:53:07,907 adding license file 'LICENSE' 2026-06-04T22:53:07,914 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:08,012 Getting requirements to build wheel: finished with status 'done' 2026-06-04T22:53:08,015 Created temporary directory: /tmp/pip-modern-metadata-i157d1cv 2026-06-04T22:53:08,018 Preparing metadata (pyproject.toml): started 2026-06-04T22:53:08,019 Running command Preparing metadata (pyproject.toml) 2026-06-04T22:53:08,660 running dist_info 2026-06-04T22:53:08,670 creating /tmp/pip-modern-metadata-i157d1cv/pyod.egg-info 2026-06-04T22:53:08,672 writing /tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/PKG-INFO 2026-06-04T22:53:08,682 writing dependency_links to /tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/dependency_links.txt 2026-06-04T22:53:08,683 writing entry points to /tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/entry_points.txt 2026-06-04T22:53:08,688 writing requirements to /tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/requires.txt 2026-06-04T22:53:08,689 writing top-level names to /tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/top_level.txt 2026-06-04T22:53:08,690 writing manifest file '/tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:08,720 reading manifest file '/tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:08,722 reading manifest template 'MANIFEST.in' 2026-06-04T22:53:08,723 no previously-included directories found matching 'examples' 2026-06-04T22:53:08,724 no previously-included directories found matching 'notebooks' 2026-06-04T22:53:08,724 no previously-included directories found matching 'pyod/test' 2026-06-04T22:53:08,732 adding license file 'LICENSE' 2026-06-04T22:53:08,738 writing manifest file '/tmp/pip-modern-metadata-i157d1cv/pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:08,739 creating '/tmp/pip-modern-metadata-i157d1cv/pyod-3.5.4.dist-info' 2026-06-04T22:53:08,866 Preparing metadata (pyproject.toml): finished with status 'done' 2026-06-04T22:53:08,873 Source in /tmp/pip-wheel-63ihmnab/pyod_d1835dd17746483ca3298583d8d1a344 has version 3.5.4, which satisfies requirement pyod==3.5.4 from https://files.pythonhosted.org/packages/6a/56/316db4f812eb4bd8ce19dae2b9562369ae9033206ab52f38d8ba59679b6f/pyod-3.5.4.tar.gz 2026-06-04T22:53:08,874 Removed pyod==3.5.4 from https://files.pythonhosted.org/packages/6a/56/316db4f812eb4bd8ce19dae2b9562369ae9033206ab52f38d8ba59679b6f/pyod-3.5.4.tar.gz from build tracker '/tmp/pip-build-tracker-kkhb5h_e' 2026-06-04T22:53:08,886 Created temporary directory: /tmp/pip-unpack-leabaybi 2026-06-04T22:53:08,886 Building wheels for collected packages: pyod 2026-06-04T22:53:08,891 Created temporary directory: /tmp/pip-wheel-e66wscwn 2026-06-04T22:53:08,891 Destination directory: /tmp/pip-wheel-e66wscwn 2026-06-04T22:53:08,896 Building wheel for pyod (pyproject.toml): started 2026-06-04T22:53:08,897 Running command Building wheel for pyod (pyproject.toml) 2026-06-04T22:53:09,517 running bdist_wheel 2026-06-04T22:53:09,535 running build 2026-06-04T22:53:09,536 running build_py 2026-06-04T22:53:09,541 creating build/lib/pyod 2026-06-04T22:53:09,543 copying pyod/mcp_server.py -> build/lib/pyod 2026-06-04T22:53:09,546 copying pyod/__init__.py -> build/lib/pyod 2026-06-04T22:53:09,548 copying pyod/cli.py -> build/lib/pyod 2026-06-04T22:53:09,550 copying pyod/version.py -> build/lib/pyod 2026-06-04T22:53:09,552 creating build/lib/pyod/utils 2026-06-04T22:53:09,553 copying pyod/utils/ad_engine.py -> build/lib/pyod/utils 2026-06-04T22:53:09,558 copying pyod/utils/example.py -> build/lib/pyod/utils 2026-06-04T22:53:09,560 copying pyod/utils/__init__.py -> build/lib/pyod/utils 2026-06-04T22:53:09,562 copying pyod/utils/investigation.py -> build/lib/pyod/utils 2026-06-04T22:53:09,564 copying pyod/utils/_llm.py -> build/lib/pyod/utils 2026-06-04T22:53:09,566 copying pyod/utils/stat_models.py -> build/lib/pyod/utils 2026-06-04T22:53:09,568 copying pyod/utils/utility.py -> build/lib/pyod/utils 2026-06-04T22:53:09,570 copying pyod/utils/_quality_metrics.py -> build/lib/pyod/utils 2026-06-04T22:53:09,573 copying pyod/utils/torch_utility.py -> build/lib/pyod/utils 2026-06-04T22:53:09,575 copying pyod/utils/data.py -> build/lib/pyod/utils 2026-06-04T22:53:09,578 copying pyod/utils/_detector_factory.py -> build/lib/pyod/utils 2026-06-04T22:53:09,580 copying pyod/utils/persistence.py -> build/lib/pyod/utils 2026-06-04T22:53:09,583 copying pyod/utils/_nl_feedback.py -> build/lib/pyod/utils 2026-06-04T22:53:09,585 copying pyod/utils/_kb_router.py -> build/lib/pyod/utils 2026-06-04T22:53:09,588 copying pyod/utils/auto_model_selector.py -> build/lib/pyod/utils 2026-06-04T22:53:09,592 creating build/lib/pyod/models 2026-06-04T22:53:09,593 copying pyod/models/kde.py -> build/lib/pyod/models 2026-06-04T22:53:09,595 copying pyod/models/sampling.py -> build/lib/pyod/models 2026-06-04T22:53:09,597 copying pyod/models/anogan.py -> build/lib/pyod/models 2026-06-04T22:53:09,600 copying pyod/models/ts_anomaly_transformer.py -> build/lib/pyod/models 2026-06-04T22:53:09,602 copying pyod/models/devnet.py -> build/lib/pyod/models 2026-06-04T22:53:09,605 copying pyod/models/ts_matrix_profile.py -> build/lib/pyod/models 2026-06-04T22:53:09,607 copying pyod/models/pyg_anomalydae.py -> build/lib/pyod/models 2026-06-04T22:53:09,609 copying pyod/models/base_dl.py -> build/lib/pyod/models 2026-06-04T22:53:09,611 copying pyod/models/base.py -> build/lib/pyod/models 2026-06-04T22:53:09,614 copying pyod/models/feature_bagging.py -> build/lib/pyod/models 2026-06-04T22:53:09,617 copying pyod/models/mo_gaal.py -> build/lib/pyod/models 2026-06-04T22:53:09,619 copying pyod/models/mad.py -> build/lib/pyod/models 2026-06-04T22:53:09,621 copying pyod/models/so_gaal_new.py -> build/lib/pyod/models 2026-06-04T22:53:09,624 copying pyod/models/__init__.py -> build/lib/pyod/models 2026-06-04T22:53:09,625 copying pyod/models/pyg_conad.py -> build/lib/pyod/models 2026-06-04T22:53:09,628 copying pyod/models/sod.py -> build/lib/pyod/models 2026-06-04T22:53:09,630 copying pyod/models/pca.py -> build/lib/pyod/models 2026-06-04T22:53:09,632 copying pyod/models/ts_spectral_residual.py -> build/lib/pyod/models 2026-06-04T22:53:09,634 copying pyod/models/rod.py -> build/lib/pyod/models 2026-06-04T22:53:09,637 copying pyod/models/cblof.py -> build/lib/pyod/models 2026-06-04T22:53:09,639 copying pyod/models/ts_lstm.py -> build/lib/pyod/models 2026-06-04T22:53:09,641 copying pyod/models/ts_sand.py -> build/lib/pyod/models 2026-06-04T22:53:09,644 copying pyod/models/embedding.py -> build/lib/pyod/models 2026-06-04T22:53:09,646 copying pyod/models/gaal_base.py -> build/lib/pyod/models 2026-06-04T22:53:09,648 copying pyod/models/dif.py -> build/lib/pyod/models 2026-06-04T22:53:09,651 copying pyod/models/ecod.py -> build/lib/pyod/models 2026-06-04T22:53:09,654 copying pyod/models/so_gaal.py -> build/lib/pyod/models 2026-06-04T22:53:09,656 copying pyod/models/vae.py -> build/lib/pyod/models 2026-06-04T22:53:09,658 copying pyod/models/pyg_guide.py -> build/lib/pyod/models 2026-06-04T22:53:09,661 copying pyod/models/cof.py -> build/lib/pyod/models 2026-06-04T22:53:09,663 copying pyod/models/lmdd.py -> build/lib/pyod/models 2026-06-04T22:53:09,665 copying pyod/models/pyg_cola.py -> build/lib/pyod/models 2026-06-04T22:53:09,668 copying pyod/models/abod.py -> build/lib/pyod/models 2026-06-04T22:53:09,670 copying pyod/models/kpca.py -> build/lib/pyod/models 2026-06-04T22:53:09,672 copying pyod/models/qmcd.py -> build/lib/pyod/models 2026-06-04T22:53:09,675 copying pyod/models/_ts_utils.py -> build/lib/pyod/models 2026-06-04T22:53:09,677 copying pyod/models/pyg_scan.py -> build/lib/pyod/models 2026-06-04T22:53:09,679 copying pyod/models/pyg_radar.py -> build/lib/pyod/models 2026-06-04T22:53:09,681 copying pyod/models/ts_od.py -> build/lib/pyod/models 2026-06-04T22:53:09,683 copying pyod/models/loda.py -> build/lib/pyod/models 2026-06-04T22:53:09,686 copying pyod/models/hbos.py -> build/lib/pyod/models 2026-06-04T22:53:09,688 copying pyod/models/iforest.py -> build/lib/pyod/models 2026-06-04T22:53:09,690 copying pyod/models/copod.py -> build/lib/pyod/models 2026-06-04T22:53:09,692 copying pyod/models/deep_svdd.py -> build/lib/pyod/models 2026-06-04T22:53:09,695 copying pyod/models/lof.py -> build/lib/pyod/models 2026-06-04T22:53:09,697 copying pyod/models/_pyg_utils.py -> build/lib/pyod/models 2026-06-04T22:53:09,699 copying pyod/models/combination.py -> build/lib/pyod/models 2026-06-04T22:53:09,701 copying pyod/models/gmm.py -> build/lib/pyod/models 2026-06-04T22:53:09,703 copying pyod/models/lscp.py -> build/lib/pyod/models 2026-06-04T22:53:09,705 copying pyod/models/hdbscan.py -> build/lib/pyod/models 2026-06-04T22:53:09,707 copying pyod/models/sos.py -> build/lib/pyod/models 2026-06-04T22:53:09,710 copying pyod/models/loci.py -> build/lib/pyod/models 2026-06-04T22:53:09,712 copying pyod/models/alad.py -> build/lib/pyod/models 2026-06-04T22:53:09,715 copying pyod/models/rgraph.py -> build/lib/pyod/models 2026-06-04T22:53:09,717 copying pyod/models/ocsvm.py -> build/lib/pyod/models 2026-06-04T22:53:09,719 copying pyod/models/lunar.py -> build/lib/pyod/models 2026-06-04T22:53:09,722 copying pyod/models/xgbod.py -> build/lib/pyod/models 2026-06-04T22:53:09,725 copying pyod/models/auto_encoder.py -> build/lib/pyod/models 2026-06-04T22:53:09,727 copying pyod/models/suod.py -> build/lib/pyod/models 2026-06-04T22:53:09,729 copying pyod/models/thresholds.py -> build/lib/pyod/models 2026-06-04T22:53:09,732 copying pyod/models/mcd.py -> build/lib/pyod/models 2026-06-04T22:53:09,734 copying pyod/models/knn.py -> build/lib/pyod/models 2026-06-04T22:53:09,736 copying pyod/models/pyg_dominant.py -> build/lib/pyod/models 2026-06-04T22:53:09,739 copying pyod/models/ae1svm.py -> build/lib/pyod/models 2026-06-04T22:53:09,741 copying pyod/models/cd.py -> build/lib/pyod/models 2026-06-04T22:53:09,743 copying pyod/models/pyg_anomalous.py -> build/lib/pyod/models 2026-06-04T22:53:09,745 copying pyod/models/sklearn_base.py -> build/lib/pyod/models 2026-06-04T22:53:09,747 copying pyod/models/inne.py -> build/lib/pyod/models 2026-06-04T22:53:09,750 copying pyod/models/ts_kshape.py -> build/lib/pyod/models 2026-06-04T22:53:09,752 creating build/lib/pyod/skills 2026-06-04T22:53:09,753 copying pyod/skills/__init__.py -> build/lib/pyod/skills 2026-06-04T22:53:09,756 creating build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,757 copying pyod/utils/model_analysis_jsons/__init__.py -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,760 creating build/lib/pyod/utils/knowledge 2026-06-04T22:53:09,761 copying pyod/utils/knowledge/__init__.py -> build/lib/pyod/utils/knowledge 2026-06-04T22:53:09,763 creating build/lib/pyod/utils/encoders 2026-06-04T22:53:09,764 copying pyod/utils/encoders/openai_encoder.py -> build/lib/pyod/utils/encoders 2026-06-04T22:53:09,766 copying pyod/utils/encoders/__init__.py -> build/lib/pyod/utils/encoders 2026-06-04T22:53:09,768 copying pyod/utils/encoders/sentence_transformer.py -> build/lib/pyod/utils/encoders 2026-06-04T22:53:09,770 copying pyod/utils/encoders/huggingface.py -> build/lib/pyod/utils/encoders 2026-06-04T22:53:09,773 creating build/lib/pyod/skills/od_expert 2026-06-04T22:53:09,774 copying pyod/skills/od_expert/__init__.py -> build/lib/pyod/skills/od_expert 2026-06-04T22:53:09,775 running egg_info 2026-06-04T22:53:09,785 writing pyod.egg-info/PKG-INFO 2026-06-04T22:53:09,795 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-06-04T22:53:09,796 writing entry points to pyod.egg-info/entry_points.txt 2026-06-04T22:53:09,801 writing requirements to pyod.egg-info/requires.txt 2026-06-04T22:53:09,802 writing top-level names to pyod.egg-info/top_level.txt 2026-06-04T22:53:09,822 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:09,829 reading manifest template 'MANIFEST.in' 2026-06-04T22:53:09,831 no previously-included directories found matching 'examples' 2026-06-04T22:53:09,831 no previously-included directories found matching 'notebooks' 2026-06-04T22:53:09,832 no previously-included directories found matching 'pyod/test' 2026-06-04T22:53:09,839 adding license file 'LICENSE' 2026-06-04T22:53:09,847 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-06-04T22:53:09,850 /tmp/pip-build-env-n8z4yrk3/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. 2026-06-04T22:53:09,850 !! 2026-06-04T22:53:09,851 ******************************************************************************** 2026-06-04T22:53:09,851 ############################ 2026-06-04T22:53:09,852 # Package would be ignored # 2026-06-04T22:53:09,852 ############################ 2026-06-04T22:53:09,853 Python recognizes 'pyod.skills.od_expert.references' as an importable package[^1], 2026-06-04T22:53:09,853 but it is absent from setuptools' `packages` configuration. 2026-06-04T22:53:09,854 This leads to an ambiguous overall configuration. If you want to distribute this 2026-06-04T22:53:09,855 package, please make sure that 'pyod.skills.od_expert.references' is explicitly added 2026-06-04T22:53:09,855 to the `packages` configuration field. 2026-06-04T22:53:09,856 Alternatively, you can also rely on setuptools' discovery methods 2026-06-04T22:53:09,857 (for example by using `find_namespace_packages(...)`/`find_namespace:` 2026-06-04T22:53:09,857 instead of `find_packages(...)`/`find:`). 2026-06-04T22:53:09,858 You can read more about "package discovery" on setuptools documentation page: 2026-06-04T22:53:09,859 - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html 2026-06-04T22:53:09,860 If you don't want 'pyod.skills.od_expert.references' to be distributed and are 2026-06-04T22:53:09,861 already explicitly excluding 'pyod.skills.od_expert.references' via 2026-06-04T22:53:09,861 `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`, 2026-06-04T22:53:09,862 you can try to use `exclude_package_data`, or `include-package-data=False` in 2026-06-04T22:53:09,863 combination with a more fine grained `package-data` configuration. 2026-06-04T22:53:09,864 You can read more about "package data files" on setuptools documentation page: 2026-06-04T22:53:09,865 - https://setuptools.pypa.io/en/latest/userguide/datafiles.html 2026-06-04T22:53:09,866 [^1]: For Python, any directory (with suitable naming) can be imported, 2026-06-04T22:53:09,867 even if it does not contain any `.py` files. 2026-06-04T22:53:09,867 On the other hand, currently there is no concept of package data 2026-06-04T22:53:09,868 directory, all directories are treated like packages. 2026-06-04T22:53:09,868 ******************************************************************************** 2026-06-04T22:53:09,869 !! 2026-06-04T22:53:09,870 check.warn(importable) 2026-06-04T22:53:09,871 copying pyod/utils/model_analysis_jsons/AE1SVM.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,871 copying pyod/utils/model_analysis_jsons/ALAD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,872 copying pyod/utils/model_analysis_jsons/AnoGAN.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,872 copying pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,873 copying pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,873 copying pyod/utils/model_analysis_jsons/DevNet.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,875 copying pyod/utils/model_analysis_jsons/LUNAR.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,877 copying pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,879 copying pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,881 copying pyod/utils/model_analysis_jsons/VAE.json -> build/lib/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,883 copying pyod/utils/knowledge/algorithms.json -> build/lib/pyod/utils/knowledge 2026-06-04T22:53:09,886 copying pyod/utils/knowledge/benchmarks.json -> build/lib/pyod/utils/knowledge 2026-06-04T22:53:09,888 copying pyod/utils/knowledge/papers.json -> build/lib/pyod/utils/knowledge 2026-06-04T22:53:09,890 copying pyod/utils/knowledge/routing_rules.json -> build/lib/pyod/utils/knowledge 2026-06-04T22:53:09,893 copying pyod/skills/od_expert/SKILL.md -> build/lib/pyod/skills/od_expert 2026-06-04T22:53:09,895 creating build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,896 copying pyod/skills/od_expert/references/graph.md -> build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,899 copying pyod/skills/od_expert/references/pitfalls.md -> build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,901 copying pyod/skills/od_expert/references/tabular.md -> build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,904 copying pyod/skills/od_expert/references/text_image.md -> build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,907 copying pyod/skills/od_expert/references/time_series.md -> build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,909 copying pyod/skills/od_expert/references/workflow.md -> build/lib/pyod/skills/od_expert/references 2026-06-04T22:53:09,926 installing to build/bdist.linux-armv7l/wheel 2026-06-04T22:53:09,926 running install 2026-06-04T22:53:09,949 running install_lib 2026-06-04T22:53:09,955 creating build/bdist.linux-armv7l/wheel 2026-06-04T22:53:09,957 creating build/bdist.linux-armv7l/wheel/pyod 2026-06-04T22:53:09,958 copying build/lib/pyod/mcp_server.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-06-04T22:53:09,962 creating build/bdist.linux-armv7l/wheel/pyod/utils 2026-06-04T22:53:09,963 copying build/lib/pyod/utils/ad_engine.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:09,967 copying build/lib/pyod/utils/example.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:09,969 copying build/lib/pyod/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:09,971 copying build/lib/pyod/utils/investigation.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:09,973 copying build/lib/pyod/utils/_llm.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:09,976 creating build/bdist.linux-armv7l/wheel/pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,977 copying build/lib/pyod/utils/model_analysis_jsons/VAE.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,979 copying build/lib/pyod/utils/model_analysis_jsons/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,981 copying build/lib/pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,982 copying build/lib/pyod/utils/model_analysis_jsons/AnoGAN.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,984 copying build/lib/pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,987 copying build/lib/pyod/utils/model_analysis_jsons/LUNAR.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,988 copying build/lib/pyod/utils/model_analysis_jsons/ALAD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,991 copying build/lib/pyod/utils/model_analysis_jsons/DevNet.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,992 copying build/lib/pyod/utils/model_analysis_jsons/AE1SVM.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,994 copying build/lib/pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,996 copying build/lib/pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-06-04T22:53:09,998 copying build/lib/pyod/utils/stat_models.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,000 copying build/lib/pyod/utils/utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,002 copying build/lib/pyod/utils/_quality_metrics.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,005 creating build/bdist.linux-armv7l/wheel/pyod/utils/knowledge 2026-06-04T22:53:10,007 copying build/lib/pyod/utils/knowledge/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-06-04T22:53:10,009 copying build/lib/pyod/utils/knowledge/papers.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-06-04T22:53:10,010 copying build/lib/pyod/utils/knowledge/routing_rules.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-06-04T22:53:10,013 copying build/lib/pyod/utils/knowledge/algorithms.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-06-04T22:53:10,016 copying build/lib/pyod/utils/knowledge/benchmarks.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-06-04T22:53:10,017 copying build/lib/pyod/utils/torch_utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,020 copying build/lib/pyod/utils/data.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,023 copying build/lib/pyod/utils/_detector_factory.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,025 copying build/lib/pyod/utils/persistence.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,027 copying build/lib/pyod/utils/_nl_feedback.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,030 copying build/lib/pyod/utils/_kb_router.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,032 copying build/lib/pyod/utils/auto_model_selector.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-06-04T22:53:10,035 creating build/bdist.linux-armv7l/wheel/pyod/utils/encoders 2026-06-04T22:53:10,036 copying build/lib/pyod/utils/encoders/openai_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-06-04T22:53:10,039 copying build/lib/pyod/utils/encoders/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-06-04T22:53:10,041 copying build/lib/pyod/utils/encoders/sentence_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-06-04T22:53:10,043 copying build/lib/pyod/utils/encoders/huggingface.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-06-04T22:53:10,045 copying build/lib/pyod/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-06-04T22:53:10,047 copying build/lib/pyod/cli.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-06-04T22:53:10,051 creating build/bdist.linux-armv7l/wheel/pyod/models 2026-06-04T22:53:10,052 copying build/lib/pyod/models/kde.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,054 copying build/lib/pyod/models/sampling.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,056 copying build/lib/pyod/models/anogan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,059 copying build/lib/pyod/models/ts_anomaly_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,061 copying build/lib/pyod/models/devnet.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,064 copying build/lib/pyod/models/ts_matrix_profile.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,066 copying build/lib/pyod/models/pyg_anomalydae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,068 copying build/lib/pyod/models/base_dl.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,070 copying build/lib/pyod/models/base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,073 copying build/lib/pyod/models/feature_bagging.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,076 copying build/lib/pyod/models/mo_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,078 copying build/lib/pyod/models/mad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,080 copying build/lib/pyod/models/so_gaal_new.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,083 copying build/lib/pyod/models/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,084 copying build/lib/pyod/models/pyg_conad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,087 copying build/lib/pyod/models/sod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,089 copying build/lib/pyod/models/pca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,092 copying build/lib/pyod/models/ts_spectral_residual.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,094 copying build/lib/pyod/models/rod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,097 copying build/lib/pyod/models/cblof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,100 copying build/lib/pyod/models/ts_lstm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,102 copying build/lib/pyod/models/ts_sand.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,105 copying build/lib/pyod/models/embedding.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,107 copying build/lib/pyod/models/gaal_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,109 copying build/lib/pyod/models/dif.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,112 copying build/lib/pyod/models/ecod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,114 copying build/lib/pyod/models/so_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,117 copying build/lib/pyod/models/vae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,119 copying build/lib/pyod/models/pyg_guide.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,122 copying build/lib/pyod/models/cof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,124 copying build/lib/pyod/models/lmdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,126 copying build/lib/pyod/models/pyg_cola.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,128 copying build/lib/pyod/models/abod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,131 copying build/lib/pyod/models/kpca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,133 copying build/lib/pyod/models/qmcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,136 copying build/lib/pyod/models/_ts_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,138 copying build/lib/pyod/models/pyg_scan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,140 copying build/lib/pyod/models/pyg_radar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,142 copying build/lib/pyod/models/ts_od.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,144 copying build/lib/pyod/models/loda.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,147 copying build/lib/pyod/models/hbos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,149 copying build/lib/pyod/models/iforest.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,152 copying build/lib/pyod/models/copod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,154 copying build/lib/pyod/models/deep_svdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,157 copying build/lib/pyod/models/lof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,159 copying build/lib/pyod/models/_pyg_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,161 copying build/lib/pyod/models/combination.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,163 copying build/lib/pyod/models/gmm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,165 copying build/lib/pyod/models/lscp.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,168 copying build/lib/pyod/models/hdbscan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,170 copying build/lib/pyod/models/sos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,172 copying build/lib/pyod/models/loci.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,174 copying build/lib/pyod/models/alad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,176 copying build/lib/pyod/models/rgraph.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,179 copying build/lib/pyod/models/ocsvm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,181 copying build/lib/pyod/models/lunar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,184 copying build/lib/pyod/models/xgbod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,187 copying build/lib/pyod/models/auto_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,189 copying build/lib/pyod/models/suod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,192 copying build/lib/pyod/models/thresholds.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,194 copying build/lib/pyod/models/mcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,197 copying build/lib/pyod/models/knn.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,199 copying build/lib/pyod/models/pyg_dominant.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,201 copying build/lib/pyod/models/ae1svm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,204 copying build/lib/pyod/models/cd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,206 copying build/lib/pyod/models/pyg_anomalous.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,209 copying build/lib/pyod/models/sklearn_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,210 copying build/lib/pyod/models/inne.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,213 copying build/lib/pyod/models/ts_kshape.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-06-04T22:53:10,216 copying build/lib/pyod/version.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-06-04T22:53:10,218 creating build/bdist.linux-armv7l/wheel/pyod/skills 2026-06-04T22:53:10,219 copying build/lib/pyod/skills/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills 2026-06-04T22:53:10,222 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert 2026-06-04T22:53:10,223 copying build/lib/pyod/skills/od_expert/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-06-04T22:53:10,226 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert/references 2026-06-04T22:53:10,227 copying build/lib/pyod/skills/od_expert/references/tabular.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-06-04T22:53:10,230 copying build/lib/pyod/skills/od_expert/references/pitfalls.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-06-04T22:53:10,232 copying build/lib/pyod/skills/od_expert/references/time_series.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-06-04T22:53:10,234 copying build/lib/pyod/skills/od_expert/references/text_image.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-06-04T22:53:10,237 copying build/lib/pyod/skills/od_expert/references/graph.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-06-04T22:53:10,239 copying build/lib/pyod/skills/od_expert/references/workflow.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-06-04T22:53:10,241 copying build/lib/pyod/skills/od_expert/SKILL.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-06-04T22:53:10,243 running install_egg_info 2026-06-04T22:53:10,249 Copying pyod.egg-info to build/bdist.linux-armv7l/wheel/./pyod-3.5.4-py3.11.egg-info 2026-06-04T22:53:10,261 running install_scripts 2026-06-04T22:53:10,274 creating build/bdist.linux-armv7l/wheel/pyod-3.5.4.dist-info/WHEEL 2026-06-04T22:53:10,277 creating '/tmp/pip-wheel-e66wscwn/.tmp-iyhdv9g3/pyod-3.5.4-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-06-04T22:53:10,279 adding 'pyod/__init__.py' 2026-06-04T22:53:10,281 adding 'pyod/cli.py' 2026-06-04T22:53:10,283 adding 'pyod/mcp_server.py' 2026-06-04T22:53:10,285 adding 'pyod/version.py' 2026-06-04T22:53:10,288 adding 'pyod/models/__init__.py' 2026-06-04T22:53:10,289 adding 'pyod/models/_pyg_utils.py' 2026-06-04T22:53:10,290 adding 'pyod/models/_ts_utils.py' 2026-06-04T22:53:10,292 adding 'pyod/models/abod.py' 2026-06-04T22:53:10,295 adding 'pyod/models/ae1svm.py' 2026-06-04T22:53:10,297 adding 'pyod/models/alad.py' 2026-06-04T22:53:10,300 adding 'pyod/models/anogan.py' 2026-06-04T22:53:10,302 adding 'pyod/models/auto_encoder.py' 2026-06-04T22:53:10,305 adding 'pyod/models/base.py' 2026-06-04T22:53:10,307 adding 'pyod/models/base_dl.py' 2026-06-04T22:53:10,310 adding 'pyod/models/cblof.py' 2026-06-04T22:53:10,312 adding 'pyod/models/cd.py' 2026-06-04T22:53:10,313 adding 'pyod/models/cof.py' 2026-06-04T22:53:10,315 adding 'pyod/models/combination.py' 2026-06-04T22:53:10,317 adding 'pyod/models/copod.py' 2026-06-04T22:53:10,319 adding 'pyod/models/deep_svdd.py' 2026-06-04T22:53:10,321 adding 'pyod/models/devnet.py' 2026-06-04T22:53:10,323 adding 'pyod/models/dif.py' 2026-06-04T22:53:10,325 adding 'pyod/models/ecod.py' 2026-06-04T22:53:10,328 adding 'pyod/models/embedding.py' 2026-06-04T22:53:10,331 adding 'pyod/models/feature_bagging.py' 2026-06-04T22:53:10,332 adding 'pyod/models/gaal_base.py' 2026-06-04T22:53:10,334 adding 'pyod/models/gmm.py' 2026-06-04T22:53:10,336 adding 'pyod/models/hbos.py' 2026-06-04T22:53:10,338 adding 'pyod/models/hdbscan.py' 2026-06-04T22:53:10,340 adding 'pyod/models/iforest.py' 2026-06-04T22:53:10,341 adding 'pyod/models/inne.py' 2026-06-04T22:53:10,343 adding 'pyod/models/kde.py' 2026-06-04T22:53:10,345 adding 'pyod/models/knn.py' 2026-06-04T22:53:10,347 adding 'pyod/models/kpca.py' 2026-06-04T22:53:10,349 adding 'pyod/models/lmdd.py' 2026-06-04T22:53:10,351 adding 'pyod/models/loci.py' 2026-06-04T22:53:10,353 adding 'pyod/models/loda.py' 2026-06-04T22:53:10,354 adding 'pyod/models/lof.py' 2026-06-04T22:53:10,357 adding 'pyod/models/lscp.py' 2026-06-04T22:53:10,359 adding 'pyod/models/lunar.py' 2026-06-04T22:53:10,361 adding 'pyod/models/mad.py' 2026-06-04T22:53:10,363 adding 'pyod/models/mcd.py' 2026-06-04T22:53:10,365 adding 'pyod/models/mo_gaal.py' 2026-06-04T22:53:10,367 adding 'pyod/models/ocsvm.py' 2026-06-04T22:53:10,369 adding 'pyod/models/pca.py' 2026-06-04T22:53:10,371 adding 'pyod/models/pyg_anomalous.py' 2026-06-04T22:53:10,372 adding 'pyod/models/pyg_anomalydae.py' 2026-06-04T22:53:10,374 adding 'pyod/models/pyg_cola.py' 2026-06-04T22:53:10,375 adding 'pyod/models/pyg_conad.py' 2026-06-04T22:53:10,377 adding 'pyod/models/pyg_dominant.py' 2026-06-04T22:53:10,378 adding 'pyod/models/pyg_guide.py' 2026-06-04T22:53:10,380 adding 'pyod/models/pyg_radar.py' 2026-06-04T22:53:10,382 adding 'pyod/models/pyg_scan.py' 2026-06-04T22:53:10,383 adding 'pyod/models/qmcd.py' 2026-06-04T22:53:10,386 adding 'pyod/models/rgraph.py' 2026-06-04T22:53:10,389 adding 'pyod/models/rod.py' 2026-06-04T22:53:10,390 adding 'pyod/models/sampling.py' 2026-06-04T22:53:10,392 adding 'pyod/models/sklearn_base.py' 2026-06-04T22:53:10,394 adding 'pyod/models/so_gaal.py' 2026-06-04T22:53:10,395 adding 'pyod/models/so_gaal_new.py' 2026-06-04T22:53:10,397 adding 'pyod/models/sod.py' 2026-06-04T22:53:10,399 adding 'pyod/models/sos.py' 2026-06-04T22:53:10,401 adding 'pyod/models/suod.py' 2026-06-04T22:53:10,404 adding 'pyod/models/thresholds.py' 2026-06-04T22:53:10,407 adding 'pyod/models/ts_anomaly_transformer.py' 2026-06-04T22:53:10,409 adding 'pyod/models/ts_kshape.py' 2026-06-04T22:53:10,411 adding 'pyod/models/ts_lstm.py' 2026-06-04T22:53:10,413 adding 'pyod/models/ts_matrix_profile.py' 2026-06-04T22:53:10,415 adding 'pyod/models/ts_od.py' 2026-06-04T22:53:10,417 adding 'pyod/models/ts_sand.py' 2026-06-04T22:53:10,418 adding 'pyod/models/ts_spectral_residual.py' 2026-06-04T22:53:10,420 adding 'pyod/models/vae.py' 2026-06-04T22:53:10,422 adding 'pyod/models/xgbod.py' 2026-06-04T22:53:10,425 adding 'pyod/skills/__init__.py' 2026-06-04T22:53:10,427 adding 'pyod/skills/od_expert/SKILL.md' 2026-06-04T22:53:10,428 adding 'pyod/skills/od_expert/__init__.py' 2026-06-04T22:53:10,431 adding 'pyod/skills/od_expert/references/graph.md' 2026-06-04T22:53:10,433 adding 'pyod/skills/od_expert/references/pitfalls.md' 2026-06-04T22:53:10,435 adding 'pyod/skills/od_expert/references/tabular.md' 2026-06-04T22:53:10,437 adding 'pyod/skills/od_expert/references/text_image.md' 2026-06-04T22:53:10,439 adding 'pyod/skills/od_expert/references/time_series.md' 2026-06-04T22:53:10,442 adding 'pyod/skills/od_expert/references/workflow.md' 2026-06-04T22:53:10,444 adding 'pyod/utils/__init__.py' 2026-06-04T22:53:10,445 adding 'pyod/utils/_detector_factory.py' 2026-06-04T22:53:10,447 adding 'pyod/utils/_kb_router.py' 2026-06-04T22:53:10,449 adding 'pyod/utils/_llm.py' 2026-06-04T22:53:10,451 adding 'pyod/utils/_nl_feedback.py' 2026-06-04T22:53:10,454 adding 'pyod/utils/_quality_metrics.py' 2026-06-04T22:53:10,463 adding 'pyod/utils/ad_engine.py' 2026-06-04T22:53:10,465 adding 'pyod/utils/auto_model_selector.py' 2026-06-04T22:53:10,469 adding 'pyod/utils/data.py' 2026-06-04T22:53:10,470 adding 'pyod/utils/example.py' 2026-06-04T22:53:10,472 adding 'pyod/utils/investigation.py' 2026-06-04T22:53:10,475 adding 'pyod/utils/persistence.py' 2026-06-04T22:53:10,477 adding 'pyod/utils/stat_models.py' 2026-06-04T22:53:10,479 adding 'pyod/utils/torch_utility.py' 2026-06-04T22:53:10,482 adding 'pyod/utils/utility.py' 2026-06-04T22:53:10,484 adding 'pyod/utils/encoders/__init__.py' 2026-06-04T22:53:10,486 adding 'pyod/utils/encoders/huggingface.py' 2026-06-04T22:53:10,487 adding 'pyod/utils/encoders/openai_encoder.py' 2026-06-04T22:53:10,488 adding 'pyod/utils/encoders/sentence_transformer.py' 2026-06-04T22:53:10,490 adding 'pyod/utils/knowledge/__init__.py' 2026-06-04T22:53:10,497 adding 'pyod/utils/knowledge/algorithms.json' 2026-06-04T22:53:10,498 adding 'pyod/utils/knowledge/benchmarks.json' 2026-06-04T22:53:10,500 adding 'pyod/utils/knowledge/papers.json' 2026-06-04T22:53:10,501 adding 'pyod/utils/knowledge/routing_rules.json' 2026-06-04T22:53:10,503 adding 'pyod/utils/model_analysis_jsons/AE1SVM.json' 2026-06-04T22:53:10,504 adding 'pyod/utils/model_analysis_jsons/ALAD.json' 2026-06-04T22:53:10,506 adding 'pyod/utils/model_analysis_jsons/AnoGAN.json' 2026-06-04T22:53:10,507 adding 'pyod/utils/model_analysis_jsons/AutoEncoder.json' 2026-06-04T22:53:10,509 adding 'pyod/utils/model_analysis_jsons/Deep SVDD.json' 2026-06-04T22:53:10,510 adding 'pyod/utils/model_analysis_jsons/DevNet.json' 2026-06-04T22:53:10,511 adding 'pyod/utils/model_analysis_jsons/LUNAR.json' 2026-06-04T22:53:10,513 adding 'pyod/utils/model_analysis_jsons/MO-GAAL.json' 2026-06-04T22:53:10,514 adding 'pyod/utils/model_analysis_jsons/SO-GAAL.json' 2026-06-04T22:53:10,515 adding 'pyod/utils/model_analysis_jsons/VAE.json' 2026-06-04T22:53:10,516 adding 'pyod/utils/model_analysis_jsons/__init__.py' 2026-06-04T22:53:10,519 adding 'pyod-3.5.4.dist-info/licenses/LICENSE' 2026-06-04T22:53:10,525 adding 'pyod-3.5.4.dist-info/METADATA' 2026-06-04T22:53:10,526 adding 'pyod-3.5.4.dist-info/WHEEL' 2026-06-04T22:53:10,527 adding 'pyod-3.5.4.dist-info/entry_points.txt' 2026-06-04T22:53:10,528 adding 'pyod-3.5.4.dist-info/top_level.txt' 2026-06-04T22:53:10,530 adding 'pyod-3.5.4.dist-info/RECORD' 2026-06-04T22:53:10,537 removing build/bdist.linux-armv7l/wheel 2026-06-04T22:53:10,662 Building wheel for pyod (pyproject.toml): finished with status 'done' 2026-06-04T22:53:10,674 Created wheel for pyod: filename=pyod-3.5.4-py3-none-any.whl size=404565 sha256=fb26fe2f7d7f2298817796020004bcf15ef990c6ac1cca14cca15b7b23ee93a2 2026-06-04T22:53:10,676 Stored in directory: /tmp/pip-ephem-wheel-cache-qq3ey218/wheels/a0/8b/89/c888e83615338ab6a644fe6f1d8d942233e2e9e9f788d76a2b 2026-06-04T22:53:10,698 Successfully built pyod 2026-06-04T22:53:10,715 Removed build tracker: '/tmp/pip-build-tracker-kkhb5h_e'