2026-04-14T08:35:20,849 Created temporary directory: /tmp/pip-ephem-wheel-cache-3n24j1h6 2026-04-14T08:35:20,851 Created temporary directory: /tmp/pip-build-tracker-bppztb61 2026-04-14T08:35:20,852 Initialized build tracking at /tmp/pip-build-tracker-bppztb61 2026-04-14T08:35:20,852 Created build tracker: /tmp/pip-build-tracker-bppztb61 2026-04-14T08:35:20,853 Entered build tracker: /tmp/pip-build-tracker-bppztb61 2026-04-14T08:35:20,854 Created temporary directory: /tmp/pip-wheel-38qmelcp 2026-04-14T08:35:20,856 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 2026-04-14T08:35:20,859 Created temporary directory: /tmp/pip-ephem-wheel-cache-ct2k2kxs 2026-04-14T08:35:20,883 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-14T08:35:20,886 2 location(s) to search for versions of pyod: 2026-04-14T08:35:20,886 * https://pypi.org/simple/pyod/ 2026-04-14T08:35:20,886 * https://www.piwheels.org/simple/pyod/ 2026-04-14T08:35:20,887 Fetching project page and analyzing links: https://pypi.org/simple/pyod/ 2026-04-14T08:35:20,888 Getting page https://pypi.org/simple/pyod/ 2026-04-14T08:35:20,889 Found index url https://pypi.org/simple 2026-04-14T08:35:21,040 Fetched page https://pypi.org/simple/pyod/ as application/vnd.pypi.simple.v1+json 2026-04-14T08:35:21,060 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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https://archive1.piwheels.org/simple/pyod/pyod-0.1.3-py3-none-any.whl#sha256=07d7e8d0195a4ae9281402f349722809aba3091c7a12a0ef61ac7f06c42fdbd8 (from https://www.piwheels.org/simple/pyod/) 2026-04-14T08:35:21,382 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/) 2026-04-14T08:35:21,383 Skipping link: not a file: https://www.piwheels.org/simple/pyod/ 2026-04-14T08:35:21,383 Skipping link: not a file: https://pypi.org/simple/pyod/ 2026-04-14T08:35:21,416 Given no hashes to check 1 links for project 'pyod': discarding no candidates 2026-04-14T08:35:21,435 Collecting pyod==3.2.0 2026-04-14T08:35:21,438 Created temporary directory: /tmp/pip-unpack-4_cn3eno 2026-04-14T08:35:21,660 Downloading pyod-3.2.0.tar.gz (302 kB) 2026-04-14T08:35:22,050 Added pyod==3.2.0 from https://files.pythonhosted.org/packages/8f/a0/5f212aba53f8f2a476df8e93a5e747ce60f7ddd85fd97051fefd5f9d14a1/pyod-3.2.0.tar.gz to build tracker '/tmp/pip-build-tracker-bppztb61' 2026-04-14T08:35:22,057 Created temporary directory: /tmp/pip-build-env-t7inq5m3 2026-04-14T08:35:22,062 Installing build dependencies: started 2026-04-14T08:35:22,063 Running command pip subprocess to install build dependencies 2026-04-14T08:35:23,230 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-04-14T08:35:23,646 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 2026-04-14T08:35:23,669 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-14T08:35:25,423 Collecting setuptools>=77.0.0 2026-04-14T08:35:25,513 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-04-14T08:35:25,791 Collecting wheel 2026-04-14T08:35:25,808 Using cached https://www.piwheels.org/simple/wheel/wheel-0.46.3-py3-none-any.whl (30 kB) 2026-04-14T08:35:25,997 Collecting packaging>=24.0 2026-04-14T08:35:26,015 Using cached https://www.piwheels.org/simple/packaging/packaging-26.0-py3-none-any.whl (74 kB) 2026-04-14T08:35:28,961 Installing collected packages: setuptools, packaging, wheel 2026-04-14T08:35:32,426 Creating /tmp/pip-build-env-t7inq5m3/overlay/local/bin 2026-04-14T08:35:32,428 changing mode of /tmp/pip-build-env-t7inq5m3/overlay/local/bin/wheel to 755 2026-04-14T08:35:32,451 Successfully installed packaging-26.0 setuptools-82.0.1 wheel-0.46.3 2026-04-14T08:35:32,734 Installing build dependencies: finished with status 'done' 2026-04-14T08:35:32,741 Getting requirements to build wheel: started 2026-04-14T08:35:32,742 Running command Getting requirements to build wheel 2026-04-14T08:35:33,438 running egg_info 2026-04-14T08:35:33,444 writing pyod.egg-info/PKG-INFO 2026-04-14T08:35:33,454 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-04-14T08:35:33,456 writing entry points to pyod.egg-info/entry_points.txt 2026-04-14T08:35:33,461 writing requirements to pyod.egg-info/requires.txt 2026-04-14T08:35:33,463 writing top-level names to pyod.egg-info/top_level.txt 2026-04-14T08:35:33,496 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:33,503 reading manifest template 'MANIFEST.in' 2026-04-14T08:35:33,505 no previously-included directories found matching 'examples' 2026-04-14T08:35:33,506 no previously-included directories found matching 'notebooks' 2026-04-14T08:35:33,506 no previously-included directories found matching 'pyod/test' 2026-04-14T08:35:33,514 adding license file 'LICENSE' 2026-04-14T08:35:33,521 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:33,619 Getting requirements to build wheel: finished with status 'done' 2026-04-14T08:35:33,623 Created temporary directory: /tmp/pip-modern-metadata-2z2iw6q7 2026-04-14T08:35:33,625 Preparing metadata (pyproject.toml): started 2026-04-14T08:35:33,626 Running command Preparing metadata (pyproject.toml) 2026-04-14T08:35:34,297 running dist_info 2026-04-14T08:35:34,307 creating /tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info 2026-04-14T08:35:34,308 writing /tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/PKG-INFO 2026-04-14T08:35:34,319 writing dependency_links to /tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/dependency_links.txt 2026-04-14T08:35:34,321 writing entry points to /tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/entry_points.txt 2026-04-14T08:35:34,326 writing requirements to /tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/requires.txt 2026-04-14T08:35:34,327 writing top-level names to /tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/top_level.txt 2026-04-14T08:35:34,329 writing manifest file '/tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:34,358 reading manifest file '/tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:34,360 reading manifest template 'MANIFEST.in' 2026-04-14T08:35:34,362 no previously-included directories found matching 'examples' 2026-04-14T08:35:34,362 no previously-included directories found matching 'notebooks' 2026-04-14T08:35:34,363 no previously-included directories found matching 'pyod/test' 2026-04-14T08:35:34,370 adding license file 'LICENSE' 2026-04-14T08:35:34,376 writing manifest file '/tmp/pip-modern-metadata-2z2iw6q7/pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:34,377 creating '/tmp/pip-modern-metadata-2z2iw6q7/pyod-3.2.0.dist-info' 2026-04-14T08:35:34,503 Preparing metadata (pyproject.toml): finished with status 'done' 2026-04-14T08:35:34,511 Source in /tmp/pip-wheel-38qmelcp/pyod_b0e3a6841348435e91608cc8301c654a has version 3.2.0, which satisfies requirement pyod==3.2.0 from https://files.pythonhosted.org/packages/8f/a0/5f212aba53f8f2a476df8e93a5e747ce60f7ddd85fd97051fefd5f9d14a1/pyod-3.2.0.tar.gz 2026-04-14T08:35:34,512 Removed pyod==3.2.0 from https://files.pythonhosted.org/packages/8f/a0/5f212aba53f8f2a476df8e93a5e747ce60f7ddd85fd97051fefd5f9d14a1/pyod-3.2.0.tar.gz from build tracker '/tmp/pip-build-tracker-bppztb61' 2026-04-14T08:35:34,523 Created temporary directory: /tmp/pip-unpack-5r83z5li 2026-04-14T08:35:34,524 Building wheels for collected packages: pyod 2026-04-14T08:35:34,529 Created temporary directory: /tmp/pip-wheel-b66oq8ug 2026-04-14T08:35:34,529 Destination directory: /tmp/pip-wheel-b66oq8ug 2026-04-14T08:35:34,531 Building wheel for pyod (pyproject.toml): started 2026-04-14T08:35:34,533 Running command Building wheel for pyod (pyproject.toml) 2026-04-14T08:35:35,165 running bdist_wheel 2026-04-14T08:35:35,182 running build 2026-04-14T08:35:35,183 running build_py 2026-04-14T08:35:35,189 creating build/lib/pyod 2026-04-14T08:35:35,191 copying pyod/__init__.py -> build/lib/pyod 2026-04-14T08:35:35,192 copying pyod/mcp_server.py -> build/lib/pyod 2026-04-14T08:35:35,195 copying pyod/version.py -> build/lib/pyod 2026-04-14T08:35:35,196 copying pyod/cli.py -> build/lib/pyod 2026-04-14T08:35:35,199 creating build/lib/pyod/utils 2026-04-14T08:35:35,200 copying pyod/utils/__init__.py -> build/lib/pyod/utils 2026-04-14T08:35:35,202 copying pyod/utils/torch_utility.py -> build/lib/pyod/utils 2026-04-14T08:35:35,205 copying pyod/utils/ad_engine.py -> build/lib/pyod/utils 2026-04-14T08:35:35,208 copying pyod/utils/auto_model_selector.py -> build/lib/pyod/utils 2026-04-14T08:35:35,210 copying pyod/utils/data.py -> build/lib/pyod/utils 2026-04-14T08:35:35,213 copying pyod/utils/stat_models.py -> build/lib/pyod/utils 2026-04-14T08:35:35,215 copying pyod/utils/investigation.py -> build/lib/pyod/utils 2026-04-14T08:35:35,217 copying pyod/utils/example.py -> build/lib/pyod/utils 2026-04-14T08:35:35,219 copying pyod/utils/utility.py -> build/lib/pyod/utils 2026-04-14T08:35:35,222 creating build/lib/pyod/skills 2026-04-14T08:35:35,223 copying pyod/skills/__init__.py -> build/lib/pyod/skills 2026-04-14T08:35:35,227 creating build/lib/pyod/models 2026-04-14T08:35:35,228 copying pyod/models/pyg_scan.py -> build/lib/pyod/models 2026-04-14T08:35:35,230 copying pyod/models/sampling.py -> build/lib/pyod/models 2026-04-14T08:35:35,232 copying pyod/models/loci.py -> build/lib/pyod/models 2026-04-14T08:35:35,234 copying pyod/models/rgraph.py -> build/lib/pyod/models 2026-04-14T08:35:35,237 copying pyod/models/kpca.py -> build/lib/pyod/models 2026-04-14T08:35:35,239 copying pyod/models/abod.py -> build/lib/pyod/models 2026-04-14T08:35:35,241 copying pyod/models/thresholds.py -> build/lib/pyod/models 2026-04-14T08:35:35,244 copying pyod/models/_pyg_utils.py -> build/lib/pyod/models 2026-04-14T08:35:35,246 copying pyod/models/ts_matrix_profile.py -> build/lib/pyod/models 2026-04-14T08:35:35,248 copying pyod/models/cof.py -> build/lib/pyod/models 2026-04-14T08:35:35,251 copying pyod/models/__init__.py -> build/lib/pyod/models 2026-04-14T08:35:35,252 copying pyod/models/combination.py -> build/lib/pyod/models 2026-04-14T08:35:35,254 copying pyod/models/gaal_base.py -> build/lib/pyod/models 2026-04-14T08:35:35,256 copying pyod/models/base.py -> build/lib/pyod/models 2026-04-14T08:35:35,259 copying pyod/models/pyg_radar.py -> build/lib/pyod/models 2026-04-14T08:35:35,261 copying pyod/models/mcd.py -> build/lib/pyod/models 2026-04-14T08:35:35,263 copying pyod/models/ts_spectral_residual.py -> build/lib/pyod/models 2026-04-14T08:35:35,266 copying pyod/models/ts_sand.py -> build/lib/pyod/models 2026-04-14T08:35:35,268 copying pyod/models/lmdd.py -> build/lib/pyod/models 2026-04-14T08:35:35,270 copying pyod/models/pyg_conad.py -> build/lib/pyod/models 2026-04-14T08:35:35,272 copying pyod/models/iforest.py -> build/lib/pyod/models 2026-04-14T08:35:35,275 copying pyod/models/deep_svdd.py -> build/lib/pyod/models 2026-04-14T08:35:35,277 copying pyod/models/pyg_cola.py -> build/lib/pyod/models 2026-04-14T08:35:35,279 copying pyod/models/ts_anomaly_transformer.py -> build/lib/pyod/models 2026-04-14T08:35:35,282 copying pyod/models/dif.py -> build/lib/pyod/models 2026-04-14T08:35:35,284 copying pyod/models/_ts_utils.py -> build/lib/pyod/models 2026-04-14T08:35:35,286 copying pyod/models/knn.py -> build/lib/pyod/models 2026-04-14T08:35:35,289 copying pyod/models/loda.py -> build/lib/pyod/models 2026-04-14T08:35:35,291 copying pyod/models/so_gaal_new.py -> build/lib/pyod/models 2026-04-14T08:35:35,293 copying pyod/models/embedding.py -> build/lib/pyod/models 2026-04-14T08:35:35,295 copying pyod/models/devnet.py -> build/lib/pyod/models 2026-04-14T08:35:35,298 copying pyod/models/base_dl.py -> build/lib/pyod/models 2026-04-14T08:35:35,300 copying pyod/models/anogan.py -> build/lib/pyod/models 2026-04-14T08:35:35,302 copying pyod/models/vae.py -> build/lib/pyod/models 2026-04-14T08:35:35,304 copying pyod/models/sos.py -> build/lib/pyod/models 2026-04-14T08:35:35,306 copying pyod/models/copod.py -> build/lib/pyod/models 2026-04-14T08:35:35,309 copying pyod/models/kde.py -> build/lib/pyod/models 2026-04-14T08:35:35,311 copying pyod/models/mo_gaal.py -> build/lib/pyod/models 2026-04-14T08:35:35,313 copying pyod/models/feature_bagging.py -> build/lib/pyod/models 2026-04-14T08:35:35,315 copying pyod/models/alad.py -> build/lib/pyod/models 2026-04-14T08:35:35,317 copying pyod/models/lscp.py -> build/lib/pyod/models 2026-04-14T08:35:35,320 copying pyod/models/pca.py -> build/lib/pyod/models 2026-04-14T08:35:35,322 copying pyod/models/ocsvm.py -> build/lib/pyod/models 2026-04-14T08:35:35,324 copying pyod/models/mad.py -> build/lib/pyod/models 2026-04-14T08:35:35,326 copying pyod/models/pyg_anomalous.py -> build/lib/pyod/models 2026-04-14T08:35:35,328 copying pyod/models/lunar.py -> build/lib/pyod/models 2026-04-14T08:35:35,330 copying pyod/models/ts_lstm.py -> build/lib/pyod/models 2026-04-14T08:35:35,333 copying pyod/models/auto_encoder.py -> build/lib/pyod/models 2026-04-14T08:35:35,335 copying pyod/models/pyg_dominant.py -> build/lib/pyod/models 2026-04-14T08:35:35,337 copying pyod/models/qmcd.py -> build/lib/pyod/models 2026-04-14T08:35:35,339 copying pyod/models/pyg_anomalydae.py -> build/lib/pyod/models 2026-04-14T08:35:35,341 copying pyod/models/rod.py -> build/lib/pyod/models 2026-04-14T08:35:35,343 copying pyod/models/lof.py -> build/lib/pyod/models 2026-04-14T08:35:35,345 copying pyod/models/inne.py -> build/lib/pyod/models 2026-04-14T08:35:35,348 copying pyod/models/so_gaal.py -> build/lib/pyod/models 2026-04-14T08:35:35,350 copying pyod/models/sod.py -> build/lib/pyod/models 2026-04-14T08:35:35,352 copying pyod/models/ae1svm.py -> build/lib/pyod/models 2026-04-14T08:35:35,355 copying pyod/models/sklearn_base.py -> build/lib/pyod/models 2026-04-14T08:35:35,357 copying pyod/models/cd.py -> build/lib/pyod/models 2026-04-14T08:35:35,359 copying pyod/models/ts_od.py -> build/lib/pyod/models 2026-04-14T08:35:35,361 copying pyod/models/hbos.py -> build/lib/pyod/models 2026-04-14T08:35:35,364 copying pyod/models/hdbscan.py -> build/lib/pyod/models 2026-04-14T08:35:35,366 copying pyod/models/xgbod.py -> build/lib/pyod/models 2026-04-14T08:35:35,368 copying pyod/models/cblof.py -> build/lib/pyod/models 2026-04-14T08:35:35,370 copying pyod/models/gmm.py -> build/lib/pyod/models 2026-04-14T08:35:35,372 copying pyod/models/ts_kshape.py -> build/lib/pyod/models 2026-04-14T08:35:35,375 copying pyod/models/pyg_guide.py -> build/lib/pyod/models 2026-04-14T08:35:35,377 copying pyod/models/ecod.py -> build/lib/pyod/models 2026-04-14T08:35:35,380 copying pyod/models/suod.py -> build/lib/pyod/models 2026-04-14T08:35:35,383 creating build/lib/pyod/utils/knowledge 2026-04-14T08:35:35,384 copying pyod/utils/knowledge/__init__.py -> build/lib/pyod/utils/knowledge 2026-04-14T08:35:35,386 creating build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,387 copying pyod/utils/model_analysis_jsons/__init__.py -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,390 creating build/lib/pyod/utils/encoders 2026-04-14T08:35:35,391 copying pyod/utils/encoders/__init__.py -> build/lib/pyod/utils/encoders 2026-04-14T08:35:35,393 copying pyod/utils/encoders/huggingface.py -> build/lib/pyod/utils/encoders 2026-04-14T08:35:35,395 copying pyod/utils/encoders/sentence_transformer.py -> build/lib/pyod/utils/encoders 2026-04-14T08:35:35,397 copying pyod/utils/encoders/openai_encoder.py -> build/lib/pyod/utils/encoders 2026-04-14T08:35:35,400 creating build/lib/pyod/skills/od_expert 2026-04-14T08:35:35,401 copying pyod/skills/od_expert/__init__.py -> build/lib/pyod/skills/od_expert 2026-04-14T08:35:35,402 running egg_info 2026-04-14T08:35:35,412 writing pyod.egg-info/PKG-INFO 2026-04-14T08:35:35,422 writing dependency_links to pyod.egg-info/dependency_links.txt 2026-04-14T08:35:35,423 writing entry points to pyod.egg-info/entry_points.txt 2026-04-14T08:35:35,428 writing requirements to pyod.egg-info/requires.txt 2026-04-14T08:35:35,429 writing top-level names to pyod.egg-info/top_level.txt 2026-04-14T08:35:35,450 reading manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:35,457 reading manifest template 'MANIFEST.in' 2026-04-14T08:35:35,458 no previously-included directories found matching 'examples' 2026-04-14T08:35:35,459 no previously-included directories found matching 'notebooks' 2026-04-14T08:35:35,460 no previously-included directories found matching 'pyod/test' 2026-04-14T08:35:35,467 adding license file 'LICENSE' 2026-04-14T08:35:35,474 writing manifest file 'pyod.egg-info/SOURCES.txt' 2026-04-14T08:35:35,477 /tmp/pip-build-env-t7inq5m3/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. 2026-04-14T08:35:35,478 !! 2026-04-14T08:35:35,479 ******************************************************************************** 2026-04-14T08:35:35,479 ############################ 2026-04-14T08:35:35,480 # Package would be ignored # 2026-04-14T08:35:35,480 ############################ 2026-04-14T08:35:35,481 Python recognizes 'pyod.skills.od_expert.references' as an importable package[^1], 2026-04-14T08:35:35,481 but it is absent from setuptools' `packages` configuration. 2026-04-14T08:35:35,482 This leads to an ambiguous overall configuration. If you want to distribute this 2026-04-14T08:35:35,483 package, please make sure that 'pyod.skills.od_expert.references' is explicitly added 2026-04-14T08:35:35,483 to the `packages` configuration field. 2026-04-14T08:35:35,485 Alternatively, you can also rely on setuptools' discovery methods 2026-04-14T08:35:35,485 (for example by using `find_namespace_packages(...)`/`find_namespace:` 2026-04-14T08:35:35,486 instead of `find_packages(...)`/`find:`). 2026-04-14T08:35:35,487 You can read more about "package discovery" on setuptools documentation page: 2026-04-14T08:35:35,488 - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html 2026-04-14T08:35:35,490 If you don't want 'pyod.skills.od_expert.references' to be distributed and are 2026-04-14T08:35:35,490 already explicitly excluding 'pyod.skills.od_expert.references' via 2026-04-14T08:35:35,490 `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`, 2026-04-14T08:35:35,491 you can try to use `exclude_package_data`, or `include-package-data=False` in 2026-04-14T08:35:35,491 combination with a more fine grained `package-data` configuration. 2026-04-14T08:35:35,492 You can read more about "package data files" on setuptools documentation page: 2026-04-14T08:35:35,493 - https://setuptools.pypa.io/en/latest/userguide/datafiles.html 2026-04-14T08:35:35,495 [^1]: For Python, any directory (with suitable naming) can be imported, 2026-04-14T08:35:35,495 even if it does not contain any `.py` files. 2026-04-14T08:35:35,496 On the other hand, currently there is no concept of package data 2026-04-14T08:35:35,496 directory, all directories are treated like packages. 2026-04-14T08:35:35,497 ******************************************************************************** 2026-04-14T08:35:35,498 !! 2026-04-14T08:35:35,498 check.warn(importable) 2026-04-14T08:35:35,499 copying pyod/utils/knowledge/algorithms.json -> build/lib/pyod/utils/knowledge 2026-04-14T08:35:35,499 copying pyod/utils/knowledge/benchmarks.json -> build/lib/pyod/utils/knowledge 2026-04-14T08:35:35,500 copying pyod/utils/knowledge/papers.json -> build/lib/pyod/utils/knowledge 2026-04-14T08:35:35,500 copying pyod/utils/knowledge/routing_rules.json -> build/lib/pyod/utils/knowledge 2026-04-14T08:35:35,501 copying pyod/utils/model_analysis_jsons/AE1SVM.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,502 copying pyod/utils/model_analysis_jsons/ALAD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,504 copying pyod/utils/model_analysis_jsons/AnoGAN.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,506 copying pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,508 copying pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,511 copying pyod/utils/model_analysis_jsons/DevNet.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,513 copying pyod/utils/model_analysis_jsons/LUNAR.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,515 copying pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,517 copying pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,519 copying pyod/utils/model_analysis_jsons/VAE.json -> build/lib/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,521 copying pyod/skills/od_expert/SKILL.md -> build/lib/pyod/skills/od_expert 2026-04-14T08:35:35,524 creating build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,525 copying pyod/skills/od_expert/references/graph.md -> build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,528 copying pyod/skills/od_expert/references/pitfalls.md -> build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,530 copying pyod/skills/od_expert/references/tabular.md -> build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,533 copying pyod/skills/od_expert/references/text_image.md -> build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,536 copying pyod/skills/od_expert/references/time_series.md -> build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,538 copying pyod/skills/od_expert/references/workflow.md -> build/lib/pyod/skills/od_expert/references 2026-04-14T08:35:35,554 installing to build/bdist.linux-armv7l/wheel 2026-04-14T08:35:35,555 running install 2026-04-14T08:35:35,579 running install_lib 2026-04-14T08:35:35,584 creating build/bdist.linux-armv7l/wheel 2026-04-14T08:35:35,586 creating build/bdist.linux-armv7l/wheel/pyod 2026-04-14T08:35:35,588 creating build/bdist.linux-armv7l/wheel/pyod/utils 2026-04-14T08:35:35,590 creating build/bdist.linux-armv7l/wheel/pyod/utils/knowledge 2026-04-14T08:35:35,591 copying build/lib/pyod/utils/knowledge/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-14T08:35:35,593 copying build/lib/pyod/utils/knowledge/routing_rules.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-14T08:35:35,596 copying build/lib/pyod/utils/knowledge/benchmarks.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-14T08:35:35,597 copying build/lib/pyod/utils/knowledge/papers.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-14T08:35:35,599 copying build/lib/pyod/utils/knowledge/algorithms.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/knowledge 2026-04-14T08:35:35,603 copying build/lib/pyod/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,605 copying build/lib/pyod/utils/torch_utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,608 copying build/lib/pyod/utils/ad_engine.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,612 copying build/lib/pyod/utils/auto_model_selector.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,614 copying build/lib/pyod/utils/data.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,617 copying build/lib/pyod/utils/stat_models.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,620 creating build/bdist.linux-armv7l/wheel/pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,621 copying build/lib/pyod/utils/model_analysis_jsons/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,623 copying build/lib/pyod/utils/model_analysis_jsons/AE1SVM.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,625 copying build/lib/pyod/utils/model_analysis_jsons/ALAD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,627 copying build/lib/pyod/utils/model_analysis_jsons/Deep SVDD.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,629 copying build/lib/pyod/utils/model_analysis_jsons/MO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,631 copying build/lib/pyod/utils/model_analysis_jsons/DevNet.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,633 copying build/lib/pyod/utils/model_analysis_jsons/SO-GAAL.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,634 copying build/lib/pyod/utils/model_analysis_jsons/AutoEncoder.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,636 copying build/lib/pyod/utils/model_analysis_jsons/LUNAR.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,638 copying build/lib/pyod/utils/model_analysis_jsons/AnoGAN.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,640 copying build/lib/pyod/utils/model_analysis_jsons/VAE.json -> build/bdist.linux-armv7l/wheel/./pyod/utils/model_analysis_jsons 2026-04-14T08:35:35,642 copying build/lib/pyod/utils/investigation.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,644 copying build/lib/pyod/utils/example.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,646 copying build/lib/pyod/utils/utility.py -> build/bdist.linux-armv7l/wheel/./pyod/utils 2026-04-14T08:35:35,649 creating build/bdist.linux-armv7l/wheel/pyod/utils/encoders 2026-04-14T08:35:35,650 copying build/lib/pyod/utils/encoders/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-14T08:35:35,653 copying build/lib/pyod/utils/encoders/huggingface.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-14T08:35:35,655 copying build/lib/pyod/utils/encoders/sentence_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-14T08:35:35,657 copying build/lib/pyod/utils/encoders/openai_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/utils/encoders 2026-04-14T08:35:35,659 copying build/lib/pyod/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-14T08:35:35,661 copying build/lib/pyod/mcp_server.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-14T08:35:35,663 copying build/lib/pyod/version.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-14T08:35:35,665 copying build/lib/pyod/cli.py -> build/bdist.linux-armv7l/wheel/./pyod 2026-04-14T08:35:35,668 creating build/bdist.linux-armv7l/wheel/pyod/skills 2026-04-14T08:35:35,669 copying build/lib/pyod/skills/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills 2026-04-14T08:35:35,672 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert 2026-04-14T08:35:35,674 creating build/bdist.linux-armv7l/wheel/pyod/skills/od_expert/references 2026-04-14T08:35:35,675 copying build/lib/pyod/skills/od_expert/references/pitfalls.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-14T08:35:35,677 copying build/lib/pyod/skills/od_expert/references/tabular.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-14T08:35:35,680 copying build/lib/pyod/skills/od_expert/references/graph.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-14T08:35:35,682 copying build/lib/pyod/skills/od_expert/references/text_image.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-14T08:35:35,685 copying build/lib/pyod/skills/od_expert/references/workflow.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-14T08:35:35,687 copying build/lib/pyod/skills/od_expert/references/time_series.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert/references 2026-04-14T08:35:35,689 copying build/lib/pyod/skills/od_expert/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-04-14T08:35:35,691 copying build/lib/pyod/skills/od_expert/SKILL.md -> build/bdist.linux-armv7l/wheel/./pyod/skills/od_expert 2026-04-14T08:35:35,694 creating build/bdist.linux-armv7l/wheel/pyod/models 2026-04-14T08:35:35,695 copying build/lib/pyod/models/pyg_scan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,697 copying build/lib/pyod/models/sampling.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,700 copying build/lib/pyod/models/loci.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,702 copying build/lib/pyod/models/rgraph.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,704 copying build/lib/pyod/models/kpca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,707 copying build/lib/pyod/models/abod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,709 copying build/lib/pyod/models/thresholds.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,712 copying build/lib/pyod/models/_pyg_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,714 copying build/lib/pyod/models/ts_matrix_profile.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,716 copying build/lib/pyod/models/cof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,719 copying build/lib/pyod/models/__init__.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,721 copying build/lib/pyod/models/combination.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,723 copying build/lib/pyod/models/gaal_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,725 copying build/lib/pyod/models/base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,727 copying build/lib/pyod/models/pyg_radar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,730 copying build/lib/pyod/models/mcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,732 copying build/lib/pyod/models/ts_spectral_residual.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,735 copying build/lib/pyod/models/ts_sand.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,737 copying build/lib/pyod/models/lmdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,740 copying build/lib/pyod/models/pyg_conad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,742 copying build/lib/pyod/models/iforest.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,744 copying build/lib/pyod/models/deep_svdd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,747 copying build/lib/pyod/models/pyg_cola.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,749 copying build/lib/pyod/models/ts_anomaly_transformer.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,752 copying build/lib/pyod/models/dif.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,755 copying build/lib/pyod/models/_ts_utils.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,757 copying build/lib/pyod/models/knn.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,760 copying build/lib/pyod/models/loda.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,762 copying build/lib/pyod/models/so_gaal_new.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,764 copying build/lib/pyod/models/embedding.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,767 copying build/lib/pyod/models/devnet.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,770 copying build/lib/pyod/models/base_dl.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,772 copying build/lib/pyod/models/anogan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,775 copying build/lib/pyod/models/vae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,778 copying build/lib/pyod/models/sos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,781 copying build/lib/pyod/models/copod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,783 copying build/lib/pyod/models/kde.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,785 copying build/lib/pyod/models/mo_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,788 copying build/lib/pyod/models/feature_bagging.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,790 copying build/lib/pyod/models/alad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,793 copying build/lib/pyod/models/lscp.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,795 copying build/lib/pyod/models/pca.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,798 copying build/lib/pyod/models/ocsvm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,800 copying build/lib/pyod/models/mad.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,802 copying build/lib/pyod/models/pyg_anomalous.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,805 copying build/lib/pyod/models/lunar.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,807 copying build/lib/pyod/models/ts_lstm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,810 copying build/lib/pyod/models/auto_encoder.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,812 copying build/lib/pyod/models/pyg_dominant.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,815 copying build/lib/pyod/models/qmcd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,817 copying build/lib/pyod/models/pyg_anomalydae.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,819 copying build/lib/pyod/models/rod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,822 copying build/lib/pyod/models/lof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,824 copying build/lib/pyod/models/inne.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,826 copying build/lib/pyod/models/so_gaal.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,829 copying build/lib/pyod/models/sod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,831 copying build/lib/pyod/models/ae1svm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,833 copying build/lib/pyod/models/sklearn_base.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,835 copying build/lib/pyod/models/cd.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,837 copying build/lib/pyod/models/ts_od.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,840 copying build/lib/pyod/models/hbos.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,842 copying build/lib/pyod/models/hdbscan.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,844 copying build/lib/pyod/models/xgbod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,847 copying build/lib/pyod/models/cblof.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,850 copying build/lib/pyod/models/gmm.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,852 copying build/lib/pyod/models/ts_kshape.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,855 copying build/lib/pyod/models/pyg_guide.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,857 copying build/lib/pyod/models/ecod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,859 copying build/lib/pyod/models/suod.py -> build/bdist.linux-armv7l/wheel/./pyod/models 2026-04-14T08:35:35,862 running install_egg_info 2026-04-14T08:35:35,867 Copying pyod.egg-info to build/bdist.linux-armv7l/wheel/./pyod-3.2.0-py3.11.egg-info 2026-04-14T08:35:35,881 running install_scripts 2026-04-14T08:35:35,895 creating build/bdist.linux-armv7l/wheel/pyod-3.2.0.dist-info/WHEEL 2026-04-14T08:35:35,898 creating '/tmp/pip-wheel-b66oq8ug/.tmp-osfn0wpq/pyod-3.2.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-04-14T08:35:35,900 adding 'pyod/__init__.py' 2026-04-14T08:35:35,902 adding 'pyod/cli.py' 2026-04-14T08:35:35,904 adding 'pyod/mcp_server.py' 2026-04-14T08:35:35,905 adding 'pyod/version.py' 2026-04-14T08:35:35,908 adding 'pyod/models/__init__.py' 2026-04-14T08:35:35,909 adding 'pyod/models/_pyg_utils.py' 2026-04-14T08:35:35,911 adding 'pyod/models/_ts_utils.py' 2026-04-14T08:35:35,913 adding 'pyod/models/abod.py' 2026-04-14T08:35:35,915 adding 'pyod/models/ae1svm.py' 2026-04-14T08:35:35,918 adding 'pyod/models/alad.py' 2026-04-14T08:35:35,920 adding 'pyod/models/anogan.py' 2026-04-14T08:35:35,922 adding 'pyod/models/auto_encoder.py' 2026-04-14T08:35:35,926 adding 'pyod/models/base.py' 2026-04-14T08:35:35,928 adding 'pyod/models/base_dl.py' 2026-04-14T08:35:35,931 adding 'pyod/models/cblof.py' 2026-04-14T08:35:35,933 adding 'pyod/models/cd.py' 2026-04-14T08:35:35,935 adding 'pyod/models/cof.py' 2026-04-14T08:35:35,936 adding 'pyod/models/combination.py' 2026-04-14T08:35:35,938 adding 'pyod/models/copod.py' 2026-04-14T08:35:35,940 adding 'pyod/models/deep_svdd.py' 2026-04-14T08:35:35,943 adding 'pyod/models/devnet.py' 2026-04-14T08:35:35,945 adding 'pyod/models/dif.py' 2026-04-14T08:35:35,947 adding 'pyod/models/ecod.py' 2026-04-14T08:35:35,950 adding 'pyod/models/embedding.py' 2026-04-14T08:35:35,953 adding 'pyod/models/feature_bagging.py' 2026-04-14T08:35:35,955 adding 'pyod/models/gaal_base.py' 2026-04-14T08:35:35,956 adding 'pyod/models/gmm.py' 2026-04-14T08:35:35,958 adding 'pyod/models/hbos.py' 2026-04-14T08:35:35,960 adding 'pyod/models/hdbscan.py' 2026-04-14T08:35:35,962 adding 'pyod/models/iforest.py' 2026-04-14T08:35:35,965 adding 'pyod/models/inne.py' 2026-04-14T08:35:35,966 adding 'pyod/models/kde.py' 2026-04-14T08:35:35,968 adding 'pyod/models/knn.py' 2026-04-14T08:35:35,970 adding 'pyod/models/kpca.py' 2026-04-14T08:35:35,972 adding 'pyod/models/lmdd.py' 2026-04-14T08:35:35,974 adding 'pyod/models/loci.py' 2026-04-14T08:35:35,976 adding 'pyod/models/loda.py' 2026-04-14T08:35:35,978 adding 'pyod/models/lof.py' 2026-04-14T08:35:35,980 adding 'pyod/models/lscp.py' 2026-04-14T08:35:35,982 adding 'pyod/models/lunar.py' 2026-04-14T08:35:35,984 adding 'pyod/models/mad.py' 2026-04-14T08:35:35,986 adding 'pyod/models/mcd.py' 2026-04-14T08:35:35,988 adding 'pyod/models/mo_gaal.py' 2026-04-14T08:35:35,990 adding 'pyod/models/ocsvm.py' 2026-04-14T08:35:35,992 adding 'pyod/models/pca.py' 2026-04-14T08:35:35,994 adding 'pyod/models/pyg_anomalous.py' 2026-04-14T08:35:35,995 adding 'pyod/models/pyg_anomalydae.py' 2026-04-14T08:35:35,997 adding 'pyod/models/pyg_cola.py' 2026-04-14T08:35:35,999 adding 'pyod/models/pyg_conad.py' 2026-04-14T08:35:36,000 adding 'pyod/models/pyg_dominant.py' 2026-04-14T08:35:36,002 adding 'pyod/models/pyg_guide.py' 2026-04-14T08:35:36,004 adding 'pyod/models/pyg_radar.py' 2026-04-14T08:35:36,005 adding 'pyod/models/pyg_scan.py' 2026-04-14T08:35:36,007 adding 'pyod/models/qmcd.py' 2026-04-14T08:35:36,010 adding 'pyod/models/rgraph.py' 2026-04-14T08:35:36,013 adding 'pyod/models/rod.py' 2026-04-14T08:35:36,015 adding 'pyod/models/sampling.py' 2026-04-14T08:35:36,016 adding 'pyod/models/sklearn_base.py' 2026-04-14T08:35:36,018 adding 'pyod/models/so_gaal.py' 2026-04-14T08:35:36,020 adding 'pyod/models/so_gaal_new.py' 2026-04-14T08:35:36,022 adding 'pyod/models/sod.py' 2026-04-14T08:35:36,024 adding 'pyod/models/sos.py' 2026-04-14T08:35:36,025 adding 'pyod/models/suod.py' 2026-04-14T08:35:36,028 adding 'pyod/models/thresholds.py' 2026-04-14T08:35:36,031 adding 'pyod/models/ts_anomaly_transformer.py' 2026-04-14T08:35:36,034 adding 'pyod/models/ts_kshape.py' 2026-04-14T08:35:36,036 adding 'pyod/models/ts_lstm.py' 2026-04-14T08:35:36,038 adding 'pyod/models/ts_matrix_profile.py' 2026-04-14T08:35:36,039 adding 'pyod/models/ts_od.py' 2026-04-14T08:35:36,041 adding 'pyod/models/ts_sand.py' 2026-04-14T08:35:36,043 adding 'pyod/models/ts_spectral_residual.py' 2026-04-14T08:35:36,045 adding 'pyod/models/vae.py' 2026-04-14T08:35:36,047 adding 'pyod/models/xgbod.py' 2026-04-14T08:35:36,050 adding 'pyod/skills/__init__.py' 2026-04-14T08:35:36,052 adding 'pyod/skills/od_expert/SKILL.md' 2026-04-14T08:35:36,053 adding 'pyod/skills/od_expert/__init__.py' 2026-04-14T08:35:36,056 adding 'pyod/skills/od_expert/references/graph.md' 2026-04-14T08:35:36,057 adding 'pyod/skills/od_expert/references/pitfalls.md' 2026-04-14T08:35:36,060 adding 'pyod/skills/od_expert/references/tabular.md' 2026-04-14T08:35:36,062 adding 'pyod/skills/od_expert/references/text_image.md' 2026-04-14T08:35:36,064 adding 'pyod/skills/od_expert/references/time_series.md' 2026-04-14T08:35:36,066 adding 'pyod/skills/od_expert/references/workflow.md' 2026-04-14T08:35:36,068 adding 'pyod/utils/__init__.py' 2026-04-14T08:35:36,074 adding 'pyod/utils/ad_engine.py' 2026-04-14T08:35:36,077 adding 'pyod/utils/auto_model_selector.py' 2026-04-14T08:35:36,081 adding 'pyod/utils/data.py' 2026-04-14T08:35:36,082 adding 'pyod/utils/example.py' 2026-04-14T08:35:36,084 adding 'pyod/utils/investigation.py' 2026-04-14T08:35:36,085 adding 'pyod/utils/stat_models.py' 2026-04-14T08:35:36,088 adding 'pyod/utils/torch_utility.py' 2026-04-14T08:35:36,090 adding 'pyod/utils/utility.py' 2026-04-14T08:35:36,093 adding 'pyod/utils/encoders/__init__.py' 2026-04-14T08:35:36,094 adding 'pyod/utils/encoders/huggingface.py' 2026-04-14T08:35:36,096 adding 'pyod/utils/encoders/openai_encoder.py' 2026-04-14T08:35:36,097 adding 'pyod/utils/encoders/sentence_transformer.py' 2026-04-14T08:35:36,099 adding 'pyod/utils/knowledge/__init__.py' 2026-04-14T08:35:36,106 adding 'pyod/utils/knowledge/algorithms.json' 2026-04-14T08:35:36,108 adding 'pyod/utils/knowledge/benchmarks.json' 2026-04-14T08:35:36,109 adding 'pyod/utils/knowledge/papers.json' 2026-04-14T08:35:36,110 adding 'pyod/utils/knowledge/routing_rules.json' 2026-04-14T08:35:36,113 adding 'pyod/utils/model_analysis_jsons/AE1SVM.json' 2026-04-14T08:35:36,114 adding 'pyod/utils/model_analysis_jsons/ALAD.json' 2026-04-14T08:35:36,115 adding 'pyod/utils/model_analysis_jsons/AnoGAN.json' 2026-04-14T08:35:36,117 adding 'pyod/utils/model_analysis_jsons/AutoEncoder.json' 2026-04-14T08:35:36,118 adding 'pyod/utils/model_analysis_jsons/Deep SVDD.json' 2026-04-14T08:35:36,120 adding 'pyod/utils/model_analysis_jsons/DevNet.json' 2026-04-14T08:35:36,121 adding 'pyod/utils/model_analysis_jsons/LUNAR.json' 2026-04-14T08:35:36,122 adding 'pyod/utils/model_analysis_jsons/MO-GAAL.json' 2026-04-14T08:35:36,124 adding 'pyod/utils/model_analysis_jsons/SO-GAAL.json' 2026-04-14T08:35:36,125 adding 'pyod/utils/model_analysis_jsons/VAE.json' 2026-04-14T08:35:36,126 adding 'pyod/utils/model_analysis_jsons/__init__.py' 2026-04-14T08:35:36,129 adding 'pyod-3.2.0.dist-info/licenses/LICENSE' 2026-04-14T08:35:36,135 adding 'pyod-3.2.0.dist-info/METADATA' 2026-04-14T08:35:36,137 adding 'pyod-3.2.0.dist-info/WHEEL' 2026-04-14T08:35:36,138 adding 'pyod-3.2.0.dist-info/entry_points.txt' 2026-04-14T08:35:36,139 adding 'pyod-3.2.0.dist-info/top_level.txt' 2026-04-14T08:35:36,141 adding 'pyod-3.2.0.dist-info/RECORD' 2026-04-14T08:35:36,148 removing build/bdist.linux-armv7l/wheel 2026-04-14T08:35:36,275 Building wheel for pyod (pyproject.toml): finished with status 'done' 2026-04-14T08:35:36,287 Created wheel for pyod: filename=pyod-3.2.0-py3-none-any.whl size=362602 sha256=980748d1f24b316f6a5362a97d13d77d8540bc1919ed78975270ceaf641fca53 2026-04-14T08:35:36,288 Stored in directory: /tmp/pip-ephem-wheel-cache-ct2k2kxs/wheels/39/67/f0/bace2881dc71ee01933446433d4b5785584c63aa14e4d5c64e 2026-04-14T08:35:36,311 Successfully built pyod 2026-04-14T08:35:36,365 Removed build tracker: '/tmp/pip-build-tracker-bppztb61'