2026-04-16T23:47:17,406 Created temporary directory: /tmp/pip-ephem-wheel-cache-gqer8hot 2026-04-16T23:47:17,408 Created temporary directory: /tmp/pip-build-tracker-y5upgzfl 2026-04-16T23:47:17,408 Initialized build tracking at /tmp/pip-build-tracker-y5upgzfl 2026-04-16T23:47:17,409 Created build tracker: /tmp/pip-build-tracker-y5upgzfl 2026-04-16T23:47:17,409 Entered build tracker: /tmp/pip-build-tracker-y5upgzfl 2026-04-16T23:47:17,410 Created temporary directory: /tmp/pip-wheel-d6imchja 2026-04-16T23:47:17,413 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 2026-04-16T23:47:17,415 Created temporary directory: /tmp/pip-ephem-wheel-cache-toc7c7p_ 2026-04-16T23:47:17,436 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-16T23:47:17,440 2 location(s) to search for versions of pyod: 2026-04-16T23:47:17,440 * https://pypi.org/simple/pyod/ 2026-04-16T23:47:17,440 * https://www.piwheels.org/simple/pyod/ 2026-04-16T23:47:17,441 Fetching project page and analyzing links: https://pypi.org/simple/pyod/ 2026-04-16T23:47:17,441 Getting page https://pypi.org/simple/pyod/ 2026-04-16T23:47:17,443 Found index url https://pypi.org/simple 2026-04-16T23:47:17,594 Fetched page https://pypi.org/simple/pyod/ as application/vnd.pypi.simple.v1+json 2026-04-16T23:47:17,613 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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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/) 2026-04-16T23:47:17,930 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/) 2026-04-16T23:47:17,930 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/) 2026-04-16T23:47:17,931 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/) 2026-04-16T23:47:17,931 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/) 2026-04-16T23:47:17,932 Skipping link: not a file: https://www.piwheels.org/simple/pyod/ 2026-04-16T23:47:17,933 Skipping link: not a file: https://pypi.org/simple/pyod/ 2026-04-16T23:47:17,965 Given no hashes to check 1 links for project 'pyod': discarding no candidates 2026-04-16T23:47:17,985 Collecting pyod==3.2.1 2026-04-16T23:47:17,987 Created temporary directory: /tmp/pip-unpack-5ojlhxqu 2026-04-16T23:47:18,310 Downloading pyod-3.2.1.tar.gz (304 kB) 2026-04-16T23:47:18,696 Added pyod==3.2.1 from https://files.pythonhosted.org/packages/a0/5d/1cf8e3b991989b8b573c9e0079a0385a6c1444a8702bef5241fd99e6a939/pyod-3.2.1.tar.gz to build tracker '/tmp/pip-build-tracker-y5upgzfl' 2026-04-16T23:47:18,703 Created temporary directory: /tmp/pip-build-env-n5849w5v 2026-04-16T23:47:18,708 Installing build dependencies: started 2026-04-16T23:47:18,709 Running command pip subprocess to install build dependencies 2026-04-16T23:47:18,740 Error processing line 1 of /home/piwheels/.local/lib/python3.11/site-packages/outofcuda_hook.pth: 2026-04-16T23:47:18,780 Traceback (most recent call last): 2026-04-16T23:47:18,780 File "", line 192, in addpackage 2026-04-16T23:47:18,781 File "", line 1, in 2026-04-16T23:47:18,782 ModuleNotFoundError: No module named 'outofcuda' 2026-04-16T23:47:18,783 Remainder of file ignored 2026-04-16T23:47:19,834 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-04-16T23:47:20,246 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 2026-04-16T23:47:20,269 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-16T23:47:22,016 Collecting setuptools>=77.0.0 2026-04-16T23:47:22,102 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-04-16T23:47:22,365 Collecting wheel 2026-04-16T23:47:22,379 Using cached https://www.piwheels.org/simple/wheel/wheel-0.46.3-py3-none-any.whl (30 kB) 2026-04-16T23:47:22,566 Collecting packaging>=24.0 2026-04-16T23:47:22,582 Using cached https://www.piwheels.org/simple/packaging/packaging-26.1-py3-none-any.whl (95 kB) 2026-04-16T23:47:25,560 Installing collected packages: setuptools, packaging, wheel 2026-04-16T23:47:28,990 Creating /tmp/pip-build-env-n5849w5v/overlay/local/bin 2026-04-16T23:47:28,993 changing mode of /tmp/pip-build-env-n5849w5v/overlay/local/bin/wheel to 755 2026-04-16T23:47:29,015 Successfully installed packaging-26.1 setuptools-82.0.1 wheel-0.46.3 2026-04-16T23:47:29,291 Installing build dependencies: finished with status 'done' 2026-04-16T23:47:29,297 Getting requirements to build wheel: started 2026-04-16T23:47:29,298 Running command Getting requirements to build wheel 2026-04-16T23:47:29,998 running egg_info 2026-04-16T23:47:30,004 writing pyod.egg-info/PKG-INFO 2026-04-16T23:47:30,015 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-04-16T23:47:30,017 writing entry points to pyod.egg-info/entry_points.txt 2026-04-16T23:47:30,022 writing requirements to pyod.egg-info/requires.txt 2026-04-16T23:47:30,024 writing top-level names to pyod.egg-info/top_level.txt 2026-04-16T23:47:30,056 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:30,064 reading manifest template 'MANIFEST.in' 2026-04-16T23:47:30,066 no previously-included directories found matching 'examples' 2026-04-16T23:47:30,067 no previously-included directories found matching 'notebooks' 2026-04-16T23:47:30,068 no previously-included directories found matching 'pyod/test' 2026-04-16T23:47:30,075 adding license file 'LICENSE' 2026-04-16T23:47:30,083 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:30,181 Getting requirements to build wheel: finished with status 'done' 2026-04-16T23:47:30,184 Created temporary directory: /tmp/pip-modern-metadata-ezgj0w5d 2026-04-16T23:47:30,187 Preparing metadata (pyproject.toml): started 2026-04-16T23:47:30,188 Running command Preparing metadata (pyproject.toml) 2026-04-16T23:47:30,835 running dist_info 2026-04-16T23:47:30,845 creating /tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info 2026-04-16T23:47:30,846 writing /tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/PKG-INFO 2026-04-16T23:47:30,856 writing dependency_links to /tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/dependency_links.txt 2026-04-16T23:47:30,858 writing entry points to /tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/entry_points.txt 2026-04-16T23:47:30,863 writing requirements to /tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/requires.txt 2026-04-16T23:47:30,864 writing top-level names to /tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/top_level.txt 2026-04-16T23:47:30,865 writing manifest file '/tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:30,895 reading manifest file '/tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:30,896 reading manifest template 'MANIFEST.in' 2026-04-16T23:47:30,898 no previously-included directories found matching 'examples' 2026-04-16T23:47:30,898 no previously-included directories found matching 'notebooks' 2026-04-16T23:47:30,899 no previously-included directories found matching 'pyod/test' 2026-04-16T23:47:30,906 adding license file 'LICENSE' 2026-04-16T23:47:30,912 writing manifest file '/tmp/pip-modern-metadata-ezgj0w5d/pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:30,913 creating '/tmp/pip-modern-metadata-ezgj0w5d/pyod-3.2.1.dist-info' 2026-04-16T23:47:31,038 Preparing metadata (pyproject.toml): finished with status 'done' 2026-04-16T23:47:31,045 Source in /tmp/pip-wheel-d6imchja/pyod_59290fc992104c4b8fd31c2a271314c9 has version 3.2.1, which satisfies requirement pyod==3.2.1 from https://files.pythonhosted.org/packages/a0/5d/1cf8e3b991989b8b573c9e0079a0385a6c1444a8702bef5241fd99e6a939/pyod-3.2.1.tar.gz 2026-04-16T23:47:31,046 Removed pyod==3.2.1 from https://files.pythonhosted.org/packages/a0/5d/1cf8e3b991989b8b573c9e0079a0385a6c1444a8702bef5241fd99e6a939/pyod-3.2.1.tar.gz from build tracker '/tmp/pip-build-tracker-y5upgzfl' 2026-04-16T23:47:31,057 Created temporary directory: /tmp/pip-unpack-8rzlgkhk 2026-04-16T23:47:31,058 Building wheels for collected packages: pyod 2026-04-16T23:47:31,062 Created temporary directory: /tmp/pip-wheel-ux0ruogv 2026-04-16T23:47:31,063 Destination directory: /tmp/pip-wheel-ux0ruogv 2026-04-16T23:47:31,065 Building wheel for pyod (pyproject.toml): started 2026-04-16T23:47:31,066 Running command Building wheel for pyod (pyproject.toml) 2026-04-16T23:47:31,715 running bdist_wheel 2026-04-16T23:47:31,733 running build 2026-04-16T23:47:31,733 running build_py 2026-04-16T23:47:31,740 creating build/lib/pyod 2026-04-16T23:47:31,742 copying pyod/__init__.py -> build/lib/pyod 2026-04-16T23:47:31,745 copying pyod/version.py -> build/lib/pyod 2026-04-16T23:47:31,747 copying pyod/cli.py -> build/lib/pyod 2026-04-16T23:47:31,749 copying pyod/mcp_server.py -> build/lib/pyod 2026-04-16T23:47:31,753 creating build/lib/pyod/utils 2026-04-16T23:47:31,754 copying pyod/utils/data.py -> build/lib/pyod/utils 2026-04-16T23:47:31,757 copying pyod/utils/__init__.py -> build/lib/pyod/utils 2026-04-16T23:47:31,759 copying pyod/utils/utility.py -> build/lib/pyod/utils 2026-04-16T23:47:31,762 copying pyod/utils/ad_engine.py -> build/lib/pyod/utils 2026-04-16T23:47:31,766 copying pyod/utils/auto_model_selector.py -> build/lib/pyod/utils 2026-04-16T23:47:31,768 copying pyod/utils/investigation.py -> build/lib/pyod/utils 2026-04-16T23:47:31,770 copying pyod/utils/example.py -> build/lib/pyod/utils 2026-04-16T23:47:31,773 copying pyod/utils/torch_utility.py -> build/lib/pyod/utils 2026-04-16T23:47:31,776 copying pyod/utils/stat_models.py -> build/lib/pyod/utils 2026-04-16T23:47:31,778 creating build/lib/pyod/skills 2026-04-16T23:47:31,780 copying pyod/skills/__init__.py -> build/lib/pyod/skills 2026-04-16T23:47:31,784 creating build/lib/pyod/models 2026-04-16T23:47:31,786 copying pyod/models/deep_svdd.py -> build/lib/pyod/models 2026-04-16T23:47:31,788 copying pyod/models/kpca.py -> build/lib/pyod/models 2026-04-16T23:47:31,791 copying pyod/models/lunar.py -> build/lib/pyod/models 2026-04-16T23:47:31,794 copying pyod/models/pyg_cola.py -> build/lib/pyod/models 2026-04-16T23:47:31,796 copying pyod/models/__init__.py -> build/lib/pyod/models 2026-04-16T23:47:31,798 copying pyod/models/anogan.py -> build/lib/pyod/models 2026-04-16T23:47:31,801 copying pyod/models/gaal_base.py -> build/lib/pyod/models 2026-04-16T23:47:31,803 copying pyod/models/mad.py -> build/lib/pyod/models 2026-04-16T23:47:31,806 copying pyod/models/gmm.py -> build/lib/pyod/models 2026-04-16T23:47:31,808 copying pyod/models/inne.py -> build/lib/pyod/models 2026-04-16T23:47:31,811 copying pyod/models/pyg_anomalydae.py -> build/lib/pyod/models 2026-04-16T23:47:31,813 copying pyod/models/lscp.py -> build/lib/pyod/models 2026-04-16T23:47:31,816 copying pyod/models/qmcd.py -> build/lib/pyod/models 2026-04-16T23:47:31,818 copying pyod/models/ae1svm.py -> build/lib/pyod/models 2026-04-16T23:47:31,821 copying pyod/models/vae.py -> build/lib/pyod/models 2026-04-16T23:47:31,824 copying pyod/models/ecod.py -> build/lib/pyod/models 2026-04-16T23:47:31,827 copying pyod/models/lmdd.py -> build/lib/pyod/models 2026-04-16T23:47:31,829 copying pyod/models/ocsvm.py -> build/lib/pyod/models 2026-04-16T23:47:31,831 copying pyod/models/pyg_scan.py -> build/lib/pyod/models 2026-04-16T23:47:31,834 copying pyod/models/sklearn_base.py -> build/lib/pyod/models 2026-04-16T23:47:31,836 copying pyod/models/loci.py -> build/lib/pyod/models 2026-04-16T23:47:31,838 copying pyod/models/kde.py -> build/lib/pyod/models 2026-04-16T23:47:31,841 copying pyod/models/pyg_dominant.py -> build/lib/pyod/models 2026-04-16T23:47:31,843 copying pyod/models/rod.py -> build/lib/pyod/models 2026-04-16T23:47:31,846 copying pyod/models/ts_anomaly_transformer.py -> build/lib/pyod/models 2026-04-16T23:47:31,848 copying pyod/models/pyg_guide.py -> build/lib/pyod/models 2026-04-16T23:47:31,851 copying pyod/models/loda.py -> build/lib/pyod/models 2026-04-16T23:47:31,853 copying pyod/models/sampling.py -> build/lib/pyod/models 2026-04-16T23:47:31,856 copying pyod/models/ts_lstm.py -> build/lib/pyod/models 2026-04-16T23:47:31,858 copying pyod/models/thresholds.py -> build/lib/pyod/models 2026-04-16T23:47:31,861 copying pyod/models/lof.py -> build/lib/pyod/models 2026-04-16T23:47:31,864 copying pyod/models/auto_encoder.py -> build/lib/pyod/models 2026-04-16T23:47:31,866 copying pyod/models/embedding.py -> build/lib/pyod/models 2026-04-16T23:47:31,869 copying pyod/models/suod.py -> build/lib/pyod/models 2026-04-16T23:47:31,871 copying pyod/models/rgraph.py -> build/lib/pyod/models 2026-04-16T23:47:31,874 copying pyod/models/alad.py -> build/lib/pyod/models 2026-04-16T23:47:31,878 copying pyod/models/ts_kshape.py -> build/lib/pyod/models 2026-04-16T23:47:31,880 copying pyod/models/hbos.py -> build/lib/pyod/models 2026-04-16T23:47:31,883 copying pyod/models/_ts_utils.py -> build/lib/pyod/models 2026-04-16T23:47:31,885 copying pyod/models/ts_spectral_residual.py -> build/lib/pyod/models 2026-04-16T23:47:31,887 copying pyod/models/sod.py -> build/lib/pyod/models 2026-04-16T23:47:31,889 copying pyod/models/iforest.py -> build/lib/pyod/models 2026-04-16T23:47:31,892 copying pyod/models/cof.py -> build/lib/pyod/models 2026-04-16T23:47:31,894 copying pyod/models/xgbod.py -> build/lib/pyod/models 2026-04-16T23:47:31,896 copying pyod/models/hdbscan.py -> build/lib/pyod/models 2026-04-16T23:47:31,898 copying pyod/models/mcd.py -> build/lib/pyod/models 2026-04-16T23:47:31,901 copying pyod/models/pca.py -> build/lib/pyod/models 2026-04-16T23:47:31,903 copying pyod/models/sos.py -> build/lib/pyod/models 2026-04-16T23:47:31,905 copying pyod/models/dif.py -> build/lib/pyod/models 2026-04-16T23:47:31,908 copying pyod/models/so_gaal.py -> build/lib/pyod/models 2026-04-16T23:47:31,910 copying pyod/models/ts_od.py -> build/lib/pyod/models 2026-04-16T23:47:31,912 copying pyod/models/base.py -> build/lib/pyod/models 2026-04-16T23:47:31,915 copying pyod/models/ts_matrix_profile.py -> build/lib/pyod/models 2026-04-16T23:47:31,917 copying pyod/models/ts_sand.py -> build/lib/pyod/models 2026-04-16T23:47:31,920 copying pyod/models/cd.py -> build/lib/pyod/models 2026-04-16T23:47:31,922 copying pyod/models/feature_bagging.py -> build/lib/pyod/models 2026-04-16T23:47:31,925 copying pyod/models/_pyg_utils.py -> build/lib/pyod/models 2026-04-16T23:47:31,927 copying pyod/models/pyg_radar.py -> build/lib/pyod/models 2026-04-16T23:47:31,929 copying pyod/models/so_gaal_new.py -> build/lib/pyod/models 2026-04-16T23:47:31,931 copying pyod/models/mo_gaal.py -> build/lib/pyod/models 2026-04-16T23:47:31,933 copying pyod/models/knn.py -> build/lib/pyod/models 2026-04-16T23:47:31,936 copying pyod/models/pyg_conad.py -> build/lib/pyod/models 2026-04-16T23:47:31,938 copying pyod/models/cblof.py -> build/lib/pyod/models 2026-04-16T23:47:31,940 copying pyod/models/base_dl.py -> build/lib/pyod/models 2026-04-16T23:47:31,943 copying pyod/models/pyg_anomalous.py -> build/lib/pyod/models 2026-04-16T23:47:31,945 copying pyod/models/combination.py -> build/lib/pyod/models 2026-04-16T23:47:31,947 copying pyod/models/copod.py -> build/lib/pyod/models 2026-04-16T23:47:31,949 copying pyod/models/devnet.py -> build/lib/pyod/models 2026-04-16T23:47:31,952 copying pyod/models/abod.py -> build/lib/pyod/models 2026-04-16T23:47:31,954 creating build/lib/pyod/utils/encoders 2026-04-16T23:47:31,955 copying pyod/utils/encoders/__init__.py -> build/lib/pyod/utils/encoders 2026-04-16T23:47:31,958 copying pyod/utils/encoders/sentence_transformer.py -> build/lib/pyod/utils/encoders 2026-04-16T23:47:31,959 copying pyod/utils/encoders/openai_encoder.py -> build/lib/pyod/utils/encoders 2026-04-16T23:47:31,961 copying pyod/utils/encoders/huggingface.py -> build/lib/pyod/utils/encoders 2026-04-16T23:47:31,964 creating build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:31,965 copying pyod/utils/model_analysis_jsons/__init__.py -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:31,967 creating build/lib/pyod/utils/knowledge 2026-04-16T23:47:31,967 copying pyod/utils/knowledge/__init__.py -> build/lib/pyod/utils/knowledge 2026-04-16T23:47:31,970 creating build/lib/pyod/skills/od_expert 2026-04-16T23:47:31,971 copying pyod/skills/od_expert/__init__.py -> build/lib/pyod/skills/od_expert 2026-04-16T23:47:31,972 running egg_info 2026-04-16T23:47:31,981 writing pyod.egg-info/PKG-INFO 2026-04-16T23:47:31,991 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-04-16T23:47:31,993 writing entry points to pyod.egg-info/entry_points.txt 2026-04-16T23:47:31,997 writing requirements to pyod.egg-info/requires.txt 2026-04-16T23:47:31,998 writing top-level names to pyod.egg-info/top_level.txt 2026-04-16T23:47:32,018 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:32,025 reading manifest template 'MANIFEST.in' 2026-04-16T23:47:32,026 no previously-included directories found matching 'examples' 2026-04-16T23:47:32,027 no previously-included directories found matching 'notebooks' 2026-04-16T23:47:32,028 no previously-included directories found matching 'pyod/test' 2026-04-16T23:47:32,035 adding license file 'LICENSE' 2026-04-16T23:47:32,042 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-16T23:47:32,045 /tmp/pip-build-env-n5849w5v/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. 2026-04-16T23:47:32,045 !! 2026-04-16T23:47:32,046 ******************************************************************************** 2026-04-16T23:47:32,047 ############################ 2026-04-16T23:47:32,047 # Package would be ignored # 2026-04-16T23:47:32,048 ############################ 2026-04-16T23:47:32,048 Python recognizes 'pyod.skills.od_expert.references' as an importable package[^1], 2026-04-16T23:47:32,049 but it is absent from setuptools' `packages` configuration. 2026-04-16T23:47:32,050 This leads to an ambiguous overall configuration. If you want to distribute this 2026-04-16T23:47:32,050 package, please make sure that 'pyod.skills.od_expert.references' is explicitly added 2026-04-16T23:47:32,051 to the `packages` configuration field. 2026-04-16T23:47:32,052 Alternatively, you can also rely on setuptools' discovery methods 2026-04-16T23:47:32,052 (for example by using `find_namespace_packages(...)`/`find_namespace:` 2026-04-16T23:47:32,053 instead of `find_packages(...)`/`find:`). 2026-04-16T23:47:32,054 You can read more about "package discovery" on setuptools documentation page: 2026-04-16T23:47:32,055 - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html 2026-04-16T23:47:32,056 If you don't want 'pyod.skills.od_expert.references' to be distributed and are 2026-04-16T23:47:32,057 already explicitly excluding 'pyod.skills.od_expert.references' via 2026-04-16T23:47:32,057 `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`, 2026-04-16T23:47:32,058 you can try to use `exclude_package_data`, or `include-package-data=False` in 2026-04-16T23:47:32,059 combination with a more fine grained `package-data` configuration. 2026-04-16T23:47:32,059 You can read more about "package data files" on setuptools documentation page: 2026-04-16T23:47:32,060 - https://setuptools.pypa.io/en/latest/userguide/datafiles.html 2026-04-16T23:47:32,061 [^1]: For Python, any directory (with suitable naming) can be imported, 2026-04-16T23:47:32,062 even if it does not contain any `.py` files. 2026-04-16T23:47:32,062 On the other hand, currently there is no concept of package data 2026-04-16T23:47:32,063 directory, all directories are treated like packages. 2026-04-16T23:47:32,063 ******************************************************************************** 2026-04-16T23:47:32,064 !! 2026-04-16T23:47:32,065 check.warn(importable) 2026-04-16T23:47:32,065 copying pyod/utils/model_analysis_jsons/AE1SVM.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,066 copying pyod/utils/model_analysis_jsons/ALAD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,066 copying pyod/utils/model_analysis_jsons/AnoGAN.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,066 copying pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,067 copying pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,067 copying pyod/utils/model_analysis_jsons/DevNet.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,069 copying pyod/utils/model_analysis_jsons/LUNAR.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,071 copying pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,073 copying pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,075 copying pyod/utils/model_analysis_jsons/VAE.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,077 copying pyod/utils/knowledge/algorithms.json -> build/lib/pyod/utils/knowledge 2026-04-16T23:47:32,081 copying pyod/utils/knowledge/benchmarks.json -> build/lib/pyod/utils/knowledge 2026-04-16T23:47:32,083 copying pyod/utils/knowledge/papers.json -> build/lib/pyod/utils/knowledge 2026-04-16T23:47:32,085 copying pyod/utils/knowledge/routing_rules.json -> build/lib/pyod/utils/knowledge 2026-04-16T23:47:32,087 copying pyod/skills/od_expert/SKILL.md -> build/lib/pyod/skills/od_expert 2026-04-16T23:47:32,090 creating build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,091 copying pyod/skills/od_expert/references/graph.md -> build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,093 copying pyod/skills/od_expert/references/pitfalls.md -> build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,096 copying pyod/skills/od_expert/references/tabular.md -> build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,099 copying pyod/skills/od_expert/references/text_image.md -> build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,101 copying pyod/skills/od_expert/references/time_series.md -> build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,104 copying pyod/skills/od_expert/references/workflow.md -> build/lib/pyod/skills/od_expert/references 2026-04-16T23:47:32,120 installing to build/bdist.linux-armv7l/wheel 2026-04-16T23:47:32,121 running install 2026-04-16T23:47:32,144 running install_lib 2026-04-16T23:47:32,150 creating build/bdist.linux-armv7l/wheel 2026-04-16T23:47:32,152 creating build/bdist.linux-armv7l/wheel/pyod 2026-04-16T23:47:32,153 copying build/lib/pyod/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-16T23:47:32,155 copying build/lib/pyod/version.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-16T23:47:32,157 copying build/lib/pyod/cli.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-16T23:47:32,159 copying build/lib/pyod/mcp_server.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-16T23:47:32,162 creating build/bdist.linux-armv7l/wheel/pyod/utils 2026-04-16T23:47:32,163 copying build/lib/pyod/utils/data.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,166 copying build/lib/pyod/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,168 creating build/bdist.linux-armv7l/wheel/pyod/utils/encoders 2026-04-16T23:47:32,169 copying build/lib/pyod/utils/encoders/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-16T23:47:32,171 copying build/lib/pyod/utils/encoders/sentence_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-16T23:47:32,173 copying build/lib/pyod/utils/encoders/openai_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-16T23:47:32,175 copying build/lib/pyod/utils/encoders/huggingface.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-16T23:47:32,177 copying build/lib/pyod/utils/utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,180 copying build/lib/pyod/utils/ad_engine.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,183 copying build/lib/pyod/utils/auto_model_selector.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,185 copying build/lib/pyod/utils/investigation.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,187 creating build/bdist.linux-armv7l/wheel/pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,188 copying build/lib/pyod/utils/model_analysis_jsons/AnoGAN.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,190 copying build/lib/pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,192 copying build/lib/pyod/utils/model_analysis_jsons/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,194 copying build/lib/pyod/utils/model_analysis_jsons/DevNet.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,196 copying build/lib/pyod/utils/model_analysis_jsons/ALAD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,198 copying build/lib/pyod/utils/model_analysis_jsons/VAE.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,200 copying build/lib/pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,202 copying build/lib/pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,204 copying build/lib/pyod/utils/model_analysis_jsons/LUNAR.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,205 copying build/lib/pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,207 copying build/lib/pyod/utils/model_analysis_jsons/AE1SVM.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-16T23:47:32,210 creating build/bdist.linux-armv7l/wheel/pyod/utils/knowledge 2026-04-16T23:47:32,211 copying build/lib/pyod/utils/knowledge/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-16T23:47:32,213 copying build/lib/pyod/utils/knowledge/algorithms.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-16T23:47:32,216 copying build/lib/pyod/utils/knowledge/papers.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-16T23:47:32,218 copying build/lib/pyod/utils/knowledge/benchmarks.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-16T23:47:32,220 copying build/lib/pyod/utils/knowledge/routing_rules.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-16T23:47:32,222 copying build/lib/pyod/utils/example.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,224 copying build/lib/pyod/utils/torch_utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,226 copying build/lib/pyod/utils/stat_models.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-16T23:47:32,229 creating build/bdist.linux-armv7l/wheel/pyod/skills 2026-04-16T23:47:32,230 copying build/lib/pyod/skills/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills 2026-04-16T23:47:32,232 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert 2026-04-16T23:47:32,233 copying build/lib/pyod/skills/od_expert/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-04-16T23:47:32,235 copying build/lib/pyod/skills/od_expert/SKILL.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-04-16T23:47:32,238 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert/references 2026-04-16T23:47:32,239 copying build/lib/pyod/skills/od_expert/references/text_image.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-16T23:47:32,241 copying build/lib/pyod/skills/od_expert/references/tabular.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-16T23:47:32,243 copying build/lib/pyod/skills/od_expert/references/time_series.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-16T23:47:32,246 copying build/lib/pyod/skills/od_expert/references/graph.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-16T23:47:32,248 copying build/lib/pyod/skills/od_expert/references/pitfalls.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-16T23:47:32,250 copying build/lib/pyod/skills/od_expert/references/workflow.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-16T23:47:32,253 creating build/bdist.linux-armv7l/wheel/pyod/models 2026-04-16T23:47:32,254 copying build/lib/pyod/models/deep_svdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,257 copying build/lib/pyod/models/kpca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,259 copying build/lib/pyod/models/lunar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,262 copying build/lib/pyod/models/pyg_cola.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,264 copying build/lib/pyod/models/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,266 copying build/lib/pyod/models/anogan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,268 copying build/lib/pyod/models/gaal_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,270 copying build/lib/pyod/models/mad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,272 copying build/lib/pyod/models/gmm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,274 copying build/lib/pyod/models/inne.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,277 copying build/lib/pyod/models/pyg_anomalydae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,279 copying build/lib/pyod/models/lscp.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,283 copying build/lib/pyod/models/qmcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,285 copying build/lib/pyod/models/ae1svm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,288 copying build/lib/pyod/models/vae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,291 copying build/lib/pyod/models/ecod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,294 copying build/lib/pyod/models/lmdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,297 copying build/lib/pyod/models/ocsvm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,300 copying build/lib/pyod/models/pyg_scan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,302 copying build/lib/pyod/models/sklearn_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,304 copying build/lib/pyod/models/loci.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,307 copying build/lib/pyod/models/kde.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,310 copying build/lib/pyod/models/pyg_dominant.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,312 copying build/lib/pyod/models/rod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,315 copying build/lib/pyod/models/ts_anomaly_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,318 copying build/lib/pyod/models/pyg_guide.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,320 copying build/lib/pyod/models/loda.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,323 copying build/lib/pyod/models/sampling.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,326 copying build/lib/pyod/models/ts_lstm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,328 copying build/lib/pyod/models/thresholds.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,331 copying build/lib/pyod/models/lof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,334 copying build/lib/pyod/models/auto_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,337 copying build/lib/pyod/models/embedding.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,340 copying build/lib/pyod/models/suod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,342 copying build/lib/pyod/models/rgraph.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,346 copying build/lib/pyod/models/alad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,348 copying build/lib/pyod/models/ts_kshape.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,352 copying build/lib/pyod/models/hbos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,355 copying build/lib/pyod/models/_ts_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,357 copying build/lib/pyod/models/ts_spectral_residual.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,360 copying build/lib/pyod/models/sod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,362 copying build/lib/pyod/models/iforest.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,365 copying build/lib/pyod/models/cof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,368 copying build/lib/pyod/models/xgbod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,371 copying build/lib/pyod/models/hdbscan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,373 copying build/lib/pyod/models/mcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,376 copying build/lib/pyod/models/pca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,379 copying build/lib/pyod/models/sos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,381 copying build/lib/pyod/models/dif.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,383 copying build/lib/pyod/models/so_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,386 copying build/lib/pyod/models/ts_od.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,388 copying build/lib/pyod/models/base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,390 copying build/lib/pyod/models/ts_matrix_profile.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,393 copying build/lib/pyod/models/ts_sand.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,395 copying build/lib/pyod/models/cd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,397 copying build/lib/pyod/models/feature_bagging.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,399 copying build/lib/pyod/models/_pyg_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,401 copying build/lib/pyod/models/pyg_radar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,403 copying build/lib/pyod/models/so_gaal_new.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,405 copying build/lib/pyod/models/mo_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,407 copying build/lib/pyod/models/knn.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,409 copying build/lib/pyod/models/pyg_conad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,411 copying build/lib/pyod/models/cblof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,413 copying build/lib/pyod/models/base_dl.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,415 copying build/lib/pyod/models/pyg_anomalous.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,418 copying build/lib/pyod/models/combination.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,420 copying build/lib/pyod/models/copod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,422 copying build/lib/pyod/models/devnet.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,424 copying build/lib/pyod/models/abod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-16T23:47:32,426 running install_egg_info 2026-04-16T23:47:32,431 Copying pyod.egg-info to build/bdist.linux-armv7l/wheel/./pyod-3.2.1-py3.11.egg-info 2026-04-16T23:47:32,443 running install_scripts 2026-04-16T23:47:32,455 creating build/bdist.linux-armv7l/wheel/pyod-3.2.1.dist-info/WHEEL 2026-04-16T23:47:32,457 creating '/tmp/pip-wheel-ux0ruogv/.tmp-2lfz_f_v/pyod-3.2.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-04-16T23:47:32,459 adding 'pyod/__init__.py' 2026-04-16T23:47:32,461 adding 'pyod/cli.py' 2026-04-16T23:47:32,463 adding 'pyod/mcp_server.py' 2026-04-16T23:47:32,465 adding 'pyod/version.py' 2026-04-16T23:47:32,467 adding 'pyod/models/__init__.py' 2026-04-16T23:47:32,468 adding 'pyod/models/_pyg_utils.py' 2026-04-16T23:47:32,470 adding 'pyod/models/_ts_utils.py' 2026-04-16T23:47:32,472 adding 'pyod/models/abod.py' 2026-04-16T23:47:32,474 adding 'pyod/models/ae1svm.py' 2026-04-16T23:47:32,476 adding 'pyod/models/alad.py' 2026-04-16T23:47:32,479 adding 'pyod/models/anogan.py' 2026-04-16T23:47:32,480 adding 'pyod/models/auto_encoder.py' 2026-04-16T23:47:32,484 adding 'pyod/models/base.py' 2026-04-16T23:47:32,487 adding 'pyod/models/base_dl.py' 2026-04-16T23:47:32,489 adding 'pyod/models/cblof.py' 2026-04-16T23:47:32,490 adding 'pyod/models/cd.py' 2026-04-16T23:47:32,492 adding 'pyod/models/cof.py' 2026-04-16T23:47:32,494 adding 'pyod/models/combination.py' 2026-04-16T23:47:32,495 adding 'pyod/models/copod.py' 2026-04-16T23:47:32,498 adding 'pyod/models/deep_svdd.py' 2026-04-16T23:47:32,500 adding 'pyod/models/devnet.py' 2026-04-16T23:47:32,503 adding 'pyod/models/dif.py' 2026-04-16T23:47:32,505 adding 'pyod/models/ecod.py' 2026-04-16T23:47:32,507 adding 'pyod/models/embedding.py' 2026-04-16T23:47:32,510 adding 'pyod/models/feature_bagging.py' 2026-04-16T23:47:32,511 adding 'pyod/models/gaal_base.py' 2026-04-16T23:47:32,513 adding 'pyod/models/gmm.py' 2026-04-16T23:47:32,515 adding 'pyod/models/hbos.py' 2026-04-16T23:47:32,517 adding 'pyod/models/hdbscan.py' 2026-04-16T23:47:32,519 adding 'pyod/models/iforest.py' 2026-04-16T23:47:32,522 adding 'pyod/models/inne.py' 2026-04-16T23:47:32,524 adding 'pyod/models/kde.py' 2026-04-16T23:47:32,525 adding 'pyod/models/knn.py' 2026-04-16T23:47:32,528 adding 'pyod/models/kpca.py' 2026-04-16T23:47:32,529 adding 'pyod/models/lmdd.py' 2026-04-16T23:47:32,531 adding 'pyod/models/loci.py' 2026-04-16T23:47:32,532 adding 'pyod/models/loda.py' 2026-04-16T23:47:32,534 adding 'pyod/models/lof.py' 2026-04-16T23:47:32,537 adding 'pyod/models/lscp.py' 2026-04-16T23:47:32,539 adding 'pyod/models/lunar.py' 2026-04-16T23:47:32,540 adding 'pyod/models/mad.py' 2026-04-16T23:47:32,542 adding 'pyod/models/mcd.py' 2026-04-16T23:47:32,544 adding 'pyod/models/mo_gaal.py' 2026-04-16T23:47:32,545 adding 'pyod/models/ocsvm.py' 2026-04-16T23:47:32,548 adding 'pyod/models/pca.py' 2026-04-16T23:47:32,549 adding 'pyod/models/pyg_anomalous.py' 2026-04-16T23:47:32,551 adding 'pyod/models/pyg_anomalydae.py' 2026-04-16T23:47:32,552 adding 'pyod/models/pyg_cola.py' 2026-04-16T23:47:32,554 adding 'pyod/models/pyg_conad.py' 2026-04-16T23:47:32,556 adding 'pyod/models/pyg_dominant.py' 2026-04-16T23:47:32,557 adding 'pyod/models/pyg_guide.py' 2026-04-16T23:47:32,559 adding 'pyod/models/pyg_radar.py' 2026-04-16T23:47:32,561 adding 'pyod/models/pyg_scan.py' 2026-04-16T23:47:32,563 adding 'pyod/models/qmcd.py' 2026-04-16T23:47:32,566 adding 'pyod/models/rgraph.py' 2026-04-16T23:47:32,569 adding 'pyod/models/rod.py' 2026-04-16T23:47:32,571 adding 'pyod/models/sampling.py' 2026-04-16T23:47:32,572 adding 'pyod/models/sklearn_base.py' 2026-04-16T23:47:32,574 adding 'pyod/models/so_gaal.py' 2026-04-16T23:47:32,575 adding 'pyod/models/so_gaal_new.py' 2026-04-16T23:47:32,577 adding 'pyod/models/sod.py' 2026-04-16T23:47:32,579 adding 'pyod/models/sos.py' 2026-04-16T23:47:32,581 adding 'pyod/models/suod.py' 2026-04-16T23:47:32,584 adding 'pyod/models/thresholds.py' 2026-04-16T23:47:32,587 adding 'pyod/models/ts_anomaly_transformer.py' 2026-04-16T23:47:32,589 adding 'pyod/models/ts_kshape.py' 2026-04-16T23:47:32,591 adding 'pyod/models/ts_lstm.py' 2026-04-16T23:47:32,593 adding 'pyod/models/ts_matrix_profile.py' 2026-04-16T23:47:32,595 adding 'pyod/models/ts_od.py' 2026-04-16T23:47:32,597 adding 'pyod/models/ts_sand.py' 2026-04-16T23:47:32,599 adding 'pyod/models/ts_spectral_residual.py' 2026-04-16T23:47:32,601 adding 'pyod/models/vae.py' 2026-04-16T23:47:32,603 adding 'pyod/models/xgbod.py' 2026-04-16T23:47:32,605 adding 'pyod/skills/__init__.py' 2026-04-16T23:47:32,608 adding 'pyod/skills/od_expert/SKILL.md' 2026-04-16T23:47:32,609 adding 'pyod/skills/od_expert/__init__.py' 2026-04-16T23:47:32,611 adding 'pyod/skills/od_expert/references/graph.md' 2026-04-16T23:47:32,613 adding 'pyod/skills/od_expert/references/pitfalls.md' 2026-04-16T23:47:32,616 adding 'pyod/skills/od_expert/references/tabular.md' 2026-04-16T23:47:32,618 adding 'pyod/skills/od_expert/references/text_image.md' 2026-04-16T23:47:32,620 adding 'pyod/skills/od_expert/references/time_series.md' 2026-04-16T23:47:32,622 adding 'pyod/skills/od_expert/references/workflow.md' 2026-04-16T23:47:32,624 adding 'pyod/utils/__init__.py' 2026-04-16T23:47:32,630 adding 'pyod/utils/ad_engine.py' 2026-04-16T23:47:32,633 adding 'pyod/utils/auto_model_selector.py' 2026-04-16T23:47:32,636 adding 'pyod/utils/data.py' 2026-04-16T23:47:32,638 adding 'pyod/utils/example.py' 2026-04-16T23:47:32,639 adding 'pyod/utils/investigation.py' 2026-04-16T23:47:32,641 adding 'pyod/utils/stat_models.py' 2026-04-16T23:47:32,643 adding 'pyod/utils/torch_utility.py' 2026-04-16T23:47:32,646 adding 'pyod/utils/utility.py' 2026-04-16T23:47:32,648 adding 'pyod/utils/encoders/__init__.py' 2026-04-16T23:47:32,650 adding 'pyod/utils/encoders/huggingface.py' 2026-04-16T23:47:32,651 adding 'pyod/utils/encoders/openai_encoder.py' 2026-04-16T23:47:32,653 adding 'pyod/utils/encoders/sentence_transformer.py' 2026-04-16T23:47:32,655 adding 'pyod/utils/knowledge/__init__.py' 2026-04-16T23:47:32,661 adding 'pyod/utils/knowledge/algorithms.json' 2026-04-16T23:47:32,663 adding 'pyod/utils/knowledge/benchmarks.json' 2026-04-16T23:47:32,664 adding 'pyod/utils/knowledge/papers.json' 2026-04-16T23:47:32,665 adding 'pyod/utils/knowledge/routing_rules.json' 2026-04-16T23:47:32,667 adding 'pyod/utils/model_analysis_jsons/AE1SVM.json' 2026-04-16T23:47:32,668 adding 'pyod/utils/model_analysis_jsons/ALAD.json' 2026-04-16T23:47:32,670 adding 'pyod/utils/model_analysis_jsons/AnoGAN.json' 2026-04-16T23:47:32,671 adding 'pyod/utils/model_analysis_jsons/AutoEncoder.json' 2026-04-16T23:47:32,672 adding 'pyod/utils/model_analysis_jsons/Deep SVDD.json' 2026-04-16T23:47:32,673 adding 'pyod/utils/model_analysis_jsons/DevNet.json' 2026-04-16T23:47:32,675 adding 'pyod/utils/model_analysis_jsons/LUNAR.json' 2026-04-16T23:47:32,676 adding 'pyod/utils/model_analysis_jsons/MO-GAAL.json' 2026-04-16T23:47:32,677 adding 'pyod/utils/model_analysis_jsons/SO-GAAL.json' 2026-04-16T23:47:32,679 adding 'pyod/utils/model_analysis_jsons/VAE.json' 2026-04-16T23:47:32,680 adding 'pyod/utils/model_analysis_jsons/__init__.py' 2026-04-16T23:47:32,682 adding 'pyod-3.2.1.dist-info/licenses/LICENSE' 2026-04-16T23:47:32,688 adding 'pyod-3.2.1.dist-info/METADATA' 2026-04-16T23:47:32,690 adding 'pyod-3.2.1.dist-info/WHEEL' 2026-04-16T23:47:32,691 adding 'pyod-3.2.1.dist-info/entry_points.txt' 2026-04-16T23:47:32,692 adding 'pyod-3.2.1.dist-info/top_level.txt' 2026-04-16T23:47:32,694 adding 'pyod-3.2.1.dist-info/RECORD' 2026-04-16T23:47:32,700 removing build/bdist.linux-armv7l/wheel 2026-04-16T23:47:32,826 Building wheel for pyod (pyproject.toml): finished with status 'done' 2026-04-16T23:47:32,837 Created wheel for pyod: filename=pyod-3.2.1-py3-none-any.whl size=364635 sha256=cc3ed57b840350ea45bc2b3afc6e05e7292984a5720973daa6d4ff58ac18cfe4 2026-04-16T23:47:32,838 Stored in directory: /tmp/pip-ephem-wheel-cache-toc7c7p_/wheels/cc/91/da/13e28a50d730d74a3b370cda4c8d698fe353cb0465e26fe560 2026-04-16T23:47:32,860 Successfully built pyod 2026-04-16T23:47:32,872 Removed build tracker: '/tmp/pip-build-tracker-y5upgzfl'