2026-05-17T16:09:00,146 Created temporary directory: /tmp/pip-ephem-wheel-cache-gpipwt0d 2026-05-17T16:09:00,148 Created temporary directory: /tmp/pip-build-tracker-z8ohphvb 2026-05-17T16:09:00,149 Initialized build tracking at /tmp/pip-build-tracker-z8ohphvb 2026-05-17T16:09:00,149 Created build tracker: /tmp/pip-build-tracker-z8ohphvb 2026-05-17T16:09:00,150 Entered build tracker: /tmp/pip-build-tracker-z8ohphvb 2026-05-17T16:09:00,151 Created temporary directory: /tmp/pip-wheel-ip967lpi 2026-05-17T16:09:00,154 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 2026-05-17T16:09:00,158 Created temporary directory: /tmp/pip-ephem-wheel-cache-yd0_qeg6 2026-05-17T16:09:00,181 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-05-17T16:09:00,185 2 location(s) to search for versions of causal-learn: 2026-05-17T16:09:00,185 * https://pypi.org/simple/causal-learn/ 2026-05-17T16:09:00,185 * https://www.piwheels.org/simple/causal-learn/ 2026-05-17T16:09:00,186 Fetching project page and analyzing links: https://pypi.org/simple/causal-learn/ 2026-05-17T16:09:00,187 Getting page https://pypi.org/simple/causal-learn/ 2026-05-17T16:09:00,188 Found index url https://pypi.org/simple 2026-05-17T16:09:00,339 Fetched page https://pypi.org/simple/causal-learn/ as application/vnd.pypi.simple.v1+json 2026-05-17T16:09:00,352 Found link https://files.pythonhosted.org/packages/73/5f/d8ce3d06478c4f474e09864e3e209fae27a8a4dab7c3e41ac82b9155ef71/causal-learn-0.1.1.6.tar.gz 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(from https://pypi.org/simple/causal-learn/) (requires-python:>=3.7) 2026-05-17T16:09:00,395 Found link https://files.pythonhosted.org/packages/96/42/b12bdecdff8e5097e2d325a26d897e15945e4956c34822fc81d6b479a89b/causal_learn-0.1.4.4.tar.gz (from https://pypi.org/simple/causal-learn/) (requires-python:>=3.7), version: 0.1.4.4 2026-05-17T16:09:00,396 Skipping link: No binaries permitted for causal-learn: https://files.pythonhosted.org/packages/fc/79/4ae351acdb9df1872d7d237078bf4be2c8a36c1fb1308a9beaf319b15be1/causal_learn-0.1.4.5-py3-none-any.whl (from https://pypi.org/simple/causal-learn/) (requires-python:>=3.7) 2026-05-17T16:09:00,396 Found link https://files.pythonhosted.org/packages/93/48/7c4ba9695ccf3b4065e43546ebbad3526cd71d88fa5ed3979d0558ddea7a/causal_learn-0.1.4.5.tar.gz (from https://pypi.org/simple/causal-learn/) (requires-python:>=3.7), version: 0.1.4.5 2026-05-17T16:09:00,397 Skipping link: No binaries permitted for causal-learn: https://files.pythonhosted.org/packages/74/49/db637527b5e012855f4a8b8653811621e26df2a735a32ca522c1fa80bec5/causal_learn-0.1.4.6-py3-none-any.whl (from https://pypi.org/simple/causal-learn/) (requires-python:>=3.7) 2026-05-17T16:09:00,398 Found link https://files.pythonhosted.org/packages/7a/86/bd42dae88b206f4b680d75011f24acb81637abdae625a31d3820dc80debf/causal_learn-0.1.4.6.tar.gz (from https://pypi.org/simple/causal-learn/) (requires-python:>=3.7), version: 0.1.4.6 2026-05-17T16:09:00,399 Fetching project page and analyzing links: https://www.piwheels.org/simple/causal-learn/ 2026-05-17T16:09:00,399 Getting page https://www.piwheels.org/simple/causal-learn/ 2026-05-17T16:09:00,401 Found index url https://www.piwheels.org/simple 2026-05-17T16:09:00,571 Fetched page https://www.piwheels.org/simple/causal-learn/ as text/html 2026-05-17T16:09:00,581 Skipping link: No binaries permitted for causal-learn: 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link: not a file: https://pypi.org/simple/causal-learn/ 2026-05-17T16:09:00,621 Given no hashes to check 1 links for project 'causal-learn': discarding no candidates 2026-05-17T16:09:00,639 Collecting causal-learn==0.1.4.6 2026-05-17T16:09:00,641 Created temporary directory: /tmp/pip-unpack-x85k1mfd 2026-05-17T16:09:00,871 Downloading causal_learn-0.1.4.6.tar.gz (201 kB) 2026-05-17T16:09:01,207 Added causal-learn==0.1.4.6 from https://files.pythonhosted.org/packages/7a/86/bd42dae88b206f4b680d75011f24acb81637abdae625a31d3820dc80debf/causal_learn-0.1.4.6.tar.gz to build tracker '/tmp/pip-build-tracker-z8ohphvb' 2026-05-17T16:09:01,209 Running setup.py (path:/tmp/pip-wheel-ip967lpi/causal-learn_49f9e3f907854c90a93905dad1774af2/setup.py) egg_info for package causal-learn 2026-05-17T16:09:01,210 Created temporary directory: /tmp/pip-pip-egg-info-88brw2z6 2026-05-17T16:09:01,210 Preparing metadata (setup.py): started 2026-05-17T16:09:01,211 Running command python setup.py egg_info 2026-05-17T16:09:02,314 /usr/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-05-17T16:09:02,314 !! 2026-05-17T16:09:02,315 ******************************************************************************** 2026-05-17T16:09:02,316 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-05-17T16:09:02,317 License :: OSI Approved :: MIT License 2026-05-17T16:09:02,318 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-05-17T16:09:02,318 ******************************************************************************** 2026-05-17T16:09:02,319 !! 2026-05-17T16:09:02,320 self._finalize_license_expression() 2026-05-17T16:09:02,347 running egg_info 2026-05-17T16:09:02,374 creating /tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info 2026-05-17T16:09:02,375 writing /tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/PKG-INFO 2026-05-17T16:09:02,379 writing dependency_links to /tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/dependency_links.txt 2026-05-17T16:09:02,382 writing requirements to /tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/requires.txt 2026-05-17T16:09:02,383 writing top-level names to /tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/top_level.txt 2026-05-17T16:09:02,385 writing manifest file '/tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/SOURCES.txt' 2026-05-17T16:09:02,494 reading manifest file '/tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/SOURCES.txt' 2026-05-17T16:09:02,496 adding license file 'LICENSE' 2026-05-17T16:09:02,502 writing manifest file '/tmp/pip-pip-egg-info-88brw2z6/causal_learn.egg-info/SOURCES.txt' 2026-05-17T16:09:02,611 Preparing metadata (setup.py): finished with status 'done' 2026-05-17T16:09:02,615 Source in /tmp/pip-wheel-ip967lpi/causal-learn_49f9e3f907854c90a93905dad1774af2 has version 0.1.4.6, which satisfies requirement causal-learn==0.1.4.6 from https://files.pythonhosted.org/packages/7a/86/bd42dae88b206f4b680d75011f24acb81637abdae625a31d3820dc80debf/causal_learn-0.1.4.6.tar.gz 2026-05-17T16:09:02,616 Removed causal-learn==0.1.4.6 from https://files.pythonhosted.org/packages/7a/86/bd42dae88b206f4b680d75011f24acb81637abdae625a31d3820dc80debf/causal_learn-0.1.4.6.tar.gz from build tracker '/tmp/pip-build-tracker-z8ohphvb' 2026-05-17T16:09:02,623 Created temporary directory: /tmp/pip-unpack-ji9jqzax 2026-05-17T16:09:02,623 Building wheels for collected packages: causal-learn 2026-05-17T16:09:02,629 Created temporary directory: /tmp/pip-wheel-71gnfynr 2026-05-17T16:09:02,629 Building wheel for causal-learn (setup.py): started 2026-05-17T16:09:02,631 Destination directory: /tmp/pip-wheel-71gnfynr 2026-05-17T16:09:02,631 Running command python setup.py bdist_wheel 2026-05-17T16:09:03,506 /usr/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-05-17T16:09:03,506 !! 2026-05-17T16:09:03,507 ******************************************************************************** 2026-05-17T16:09:03,507 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-05-17T16:09:03,508 License :: OSI Approved :: MIT License 2026-05-17T16:09:03,509 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-05-17T16:09:03,510 ******************************************************************************** 2026-05-17T16:09:03,511 !! 2026-05-17T16:09:03,511 self._finalize_license_expression() 2026-05-17T16:09:03,512 running bdist_wheel 2026-05-17T16:09:03,638 running build 2026-05-17T16:09:03,639 running build_py 2026-05-17T16:09:03,668 creating build/lib/causallearn 2026-05-17T16:09:03,670 copying causallearn/__init__.py -> build/lib/causallearn 2026-05-17T16:09:03,673 creating build/lib/causallearn/graph 2026-05-17T16:09:03,674 copying causallearn/graph/Edge.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,676 copying causallearn/graph/SHD.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,678 copying causallearn/graph/Endpoint.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,679 copying causallearn/graph/__init__.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,681 copying causallearn/graph/NodeType.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,683 copying causallearn/graph/AdjacencyConfusion.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,684 copying causallearn/graph/Dag.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,687 copying causallearn/graph/GraphClass.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,689 copying causallearn/graph/NodeVariableType.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,691 copying causallearn/graph/Edges.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,693 copying causallearn/graph/GraphNode.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,695 copying causallearn/graph/GeneralGraph.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,698 copying causallearn/graph/ArrowConfusion.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,700 copying causallearn/graph/Node.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,702 copying causallearn/graph/Graph.py -> build/lib/causallearn/graph 2026-05-17T16:09:03,705 creating build/lib/causallearn/search 2026-05-17T16:09:03,706 copying causallearn/search/__init__.py -> build/lib/causallearn/search 2026-05-17T16:09:03,708 creating build/lib/causallearn/score 2026-05-17T16:09:03,709 copying causallearn/score/__init__.py -> build/lib/causallearn/score 2026-05-17T16:09:03,711 copying causallearn/score/LocalScoreFunctionClass.py -> build/lib/causallearn/score 2026-05-17T16:09:03,712 copying causallearn/score/LocalScoreFunction.py -> build/lib/causallearn/score 2026-05-17T16:09:03,716 creating build/lib/causallearn/utils 2026-05-17T16:09:03,717 copying causallearn/utils/TXT2GeneralGraph.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,719 copying causallearn/utils/PriorityQueue.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,721 copying causallearn/utils/__init__.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,722 copying causallearn/utils/ScoreUtils.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,725 copying causallearn/utils/cit.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,728 copying causallearn/utils/DAG2PAG.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,730 copying causallearn/utils/DAG2CPDAG.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,732 copying causallearn/utils/ChoiceGenerator.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,734 copying causallearn/utils/GraphUtils.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,737 copying causallearn/utils/Dataset.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,739 copying causallearn/utils/CALMUtils.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,740 copying causallearn/utils/DepthChoiceGenerator.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,742 copying causallearn/utils/TimeseriesVisualization.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,744 copying causallearn/utils/PDAG2DAG.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,746 copying causallearn/utils/MECCheck.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,748 copying causallearn/utils/FAS.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,750 copying causallearn/utils/GESUtils.py -> build/lib/causallearn/utils 2026-05-17T16:09:03,753 creating build/lib/causallearn/search/HiddenCausal 2026-05-17T16:09:03,754 copying causallearn/search/HiddenCausal/__init__.py -> build/lib/causallearn/search/HiddenCausal 2026-05-17T16:09:03,756 creating build/lib/causallearn/search/ConstraintBased 2026-05-17T16:09:03,757 copying causallearn/search/ConstraintBased/__init__.py -> build/lib/causallearn/search/ConstraintBased 2026-05-17T16:09:03,758 copying causallearn/search/ConstraintBased/FCI.py -> build/lib/causallearn/search/ConstraintBased 2026-05-17T16:09:03,761 copying causallearn/search/ConstraintBased/CDNOD.py -> build/lib/causallearn/search/ConstraintBased 2026-05-17T16:09:03,764 copying causallearn/search/ConstraintBased/PC.py -> build/lib/causallearn/search/ConstraintBased 2026-05-17T16:09:03,767 creating build/lib/causallearn/search/PermutationBased 2026-05-17T16:09:03,767 copying causallearn/search/PermutationBased/GRaSP.py -> build/lib/causallearn/search/PermutationBased 2026-05-17T16:09:03,770 copying causallearn/search/PermutationBased/__init__.py -> build/lib/causallearn/search/PermutationBased 2026-05-17T16:09:03,771 copying causallearn/search/PermutationBased/BOSS.py -> build/lib/causallearn/search/PermutationBased 2026-05-17T16:09:03,774 copying causallearn/search/PermutationBased/gst.py -> build/lib/causallearn/search/PermutationBased 2026-05-17T16:09:03,776 creating build/lib/causallearn/search/Granger 2026-05-17T16:09:03,777 copying causallearn/search/Granger/__init__.py -> build/lib/causallearn/search/Granger 2026-05-17T16:09:03,778 copying causallearn/search/Granger/Granger.py -> build/lib/causallearn/search/Granger 2026-05-17T16:09:03,781 creating build/lib/causallearn/search/FCMBased 2026-05-17T16:09:03,782 copying causallearn/search/FCMBased/__init__.py -> build/lib/causallearn/search/FCMBased 2026-05-17T16:09:03,786 creating build/lib/causallearn/search/ScoreBased 2026-05-17T16:09:03,787 copying causallearn/search/ScoreBased/DGES.py -> build/lib/causallearn/search/ScoreBased 2026-05-17T16:09:03,793 copying causallearn/search/ScoreBased/__init__.py -> build/lib/causallearn/search/ScoreBased 2026-05-17T16:09:03,796 copying causallearn/search/ScoreBased/ExactSearch.py -> build/lib/causallearn/search/ScoreBased 2026-05-17T16:09:03,802 copying causallearn/search/ScoreBased/CALM.py -> build/lib/causallearn/search/ScoreBased 2026-05-17T16:09:03,808 copying causallearn/search/ScoreBased/GES.py -> build/lib/causallearn/search/ScoreBased 2026-05-17T16:09:03,817 creating build/lib/causallearn/search/HiddenCausal/GIN 2026-05-17T16:09:03,821 copying causallearn/search/HiddenCausal/GIN/__init__.py -> build/lib/causallearn/search/HiddenCausal/GIN 2026-05-17T16:09:03,828 copying causallearn/search/HiddenCausal/GIN/GIN.py -> build/lib/causallearn/search/HiddenCausal/GIN 2026-05-17T16:09:03,846 creating build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,853 copying causallearn/search/HiddenCausal/RLCD/__init__.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,867 copying causallearn/search/HiddenCausal/RLCD/misc.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,876 copying causallearn/search/HiddenCausal/RLCD/FCI_CovRank.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,879 copying causallearn/search/HiddenCausal/RLCD/Cover.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,881 copying causallearn/search/HiddenCausal/RLCD/DSU.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,883 copying causallearn/search/HiddenCausal/RLCD/Chi2RankTest.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,885 copying causallearn/search/HiddenCausal/RLCD/LatentGroups.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,888 copying causallearn/search/HiddenCausal/RLCD/logger.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,890 copying causallearn/search/HiddenCausal/RLCD/RLCD_alg.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,893 copying causallearn/search/HiddenCausal/RLCD/PC_CovRank.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,895 copying causallearn/search/HiddenCausal/RLCD/GraphDrawer.py -> build/lib/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:03,898 creating build/lib/causallearn/search/FCMBased/ANM 2026-05-17T16:09:03,899 copying causallearn/search/FCMBased/ANM/__init__.py -> build/lib/causallearn/search/FCMBased/ANM 2026-05-17T16:09:03,900 copying causallearn/search/FCMBased/ANM/ANM.py -> build/lib/causallearn/search/FCMBased/ANM 2026-05-17T16:09:03,902 creating build/lib/causallearn/search/FCMBased/PNL 2026-05-17T16:09:03,903 copying causallearn/search/FCMBased/PNL/__init__.py -> build/lib/causallearn/search/FCMBased/PNL 2026-05-17T16:09:03,905 copying causallearn/search/FCMBased/PNL/PNL.py -> build/lib/causallearn/search/FCMBased/PNL 2026-05-17T16:09:03,908 creating build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,909 copying causallearn/search/FCMBased/lingam/CAMUV.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,911 copying causallearn/search/FCMBased/lingam/__init__.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,913 copying causallearn/search/FCMBased/lingam/direct_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,915 copying causallearn/search/FCMBased/lingam/var_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,917 copying causallearn/search/FCMBased/lingam/hsic2.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,919 copying causallearn/search/FCMBased/lingam/rcd.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,922 copying causallearn/search/FCMBased/lingam/bootstrap.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,925 copying causallearn/search/FCMBased/lingam/longitudinal_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,927 copying causallearn/search/FCMBased/lingam/multi_group_direct_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,930 copying causallearn/search/FCMBased/lingam/hsic.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,932 copying causallearn/search/FCMBased/lingam/ica_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,934 copying causallearn/search/FCMBased/lingam/causal_effect.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,937 copying causallearn/search/FCMBased/lingam/varma_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,939 copying causallearn/search/FCMBased/lingam/base.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,941 copying causallearn/search/FCMBased/lingam/bottom_up_parce_lingam.py -> build/lib/causallearn/search/FCMBased/lingam 2026-05-17T16:09:03,945 creating build/lib/causallearn/search/FCMBased/lingam/utils 2026-05-17T16:09:03,946 copying causallearn/search/FCMBased/lingam/utils/__init__.py -> build/lib/causallearn/search/FCMBased/lingam/utils 2026-05-17T16:09:03,949 creating build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,950 copying causallearn/utils/PCUtils/__init__.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,952 copying causallearn/utils/PCUtils/BackgroundKnowledge.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,954 copying causallearn/utils/PCUtils/Helper.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,957 copying causallearn/utils/PCUtils/SkeletonDiscovery.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,959 copying causallearn/utils/PCUtils/Meek.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,961 copying causallearn/utils/PCUtils/BackgroundKnowledgeOrientUtils.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,963 copying causallearn/utils/PCUtils/UCSepset.py -> build/lib/causallearn/utils/PCUtils 2026-05-17T16:09:03,966 creating build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,967 copying causallearn/utils/KCI/__init__.py -> build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,968 copying causallearn/utils/KCI/Kernel.py -> build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,970 copying causallearn/utils/KCI/GaussianKernel.py -> build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,972 copying causallearn/utils/KCI/KCI.py -> build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,975 copying causallearn/utils/KCI/LinearKernel.py -> build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,976 copying causallearn/utils/KCI/PolynomialKernel.py -> build/lib/causallearn/utils/KCI 2026-05-17T16:09:03,979 creating build/lib/causallearn/utils/RCIT 2026-05-17T16:09:03,980 copying causallearn/utils/RCIT/__init__.py -> build/lib/causallearn/utils/RCIT 2026-05-17T16:09:03,982 copying causallearn/utils/RCIT/RCIT.py -> build/lib/causallearn/utils/RCIT 2026-05-17T16:09:03,984 creating build/lib/causallearn/utils/FastKCI 2026-05-17T16:09:03,985 copying causallearn/utils/FastKCI/__init__.py -> build/lib/causallearn/utils/FastKCI 2026-05-17T16:09:03,987 copying causallearn/utils/FastKCI/FastKCI.py -> build/lib/causallearn/utils/FastKCI 2026-05-17T16:09:03,990 creating build/lib/causallearn/utils/MarkovNetwork 2026-05-17T16:09:03,991 copying causallearn/utils/MarkovNetwork/__init__.py -> build/lib/causallearn/utils/MarkovNetwork 2026-05-17T16:09:03,993 copying causallearn/utils/MarkovNetwork/iamb.py -> build/lib/causallearn/utils/MarkovNetwork 2026-05-17T16:09:04,041 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:90: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2026-05-17T16:09:04,041 !! 2026-05-17T16:09:04,042 ******************************************************************************** 2026-05-17T16:09:04,043 Please avoid running ``setup.py`` directly. 2026-05-17T16:09:04,044 Instead, use pypa/build, pypa/installer or other 2026-05-17T16:09:04,044 standards-based tools. 2026-05-17T16:09:04,045 This deprecation is overdue, please update your project and remove deprecated 2026-05-17T16:09:04,046 calls to avoid build errors in the future. 2026-05-17T16:09:04,047 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2026-05-17T16:09:04,047 ******************************************************************************** 2026-05-17T16:09:04,048 !! 2026-05-17T16:09:04,049 self.initialize_options() 2026-05-17T16:09:04,070 installing to build/bdist.linux-armv7l/wheel 2026-05-17T16:09:04,070 running install 2026-05-17T16:09:04,094 running install_lib 2026-05-17T16:09:04,120 creating build/bdist.linux-armv7l/wheel 2026-05-17T16:09:04,122 creating build/bdist.linux-armv7l/wheel/causallearn 2026-05-17T16:09:04,124 copying build/lib/causallearn/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn 2026-05-17T16:09:04,126 creating build/bdist.linux-armv7l/wheel/causallearn/graph 2026-05-17T16:09:04,127 copying build/lib/causallearn/graph/Edge.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,129 copying build/lib/causallearn/graph/SHD.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,131 copying build/lib/causallearn/graph/Endpoint.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,132 copying build/lib/causallearn/graph/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,134 copying build/lib/causallearn/graph/NodeType.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,135 copying build/lib/causallearn/graph/AdjacencyConfusion.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,137 copying build/lib/causallearn/graph/Dag.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,140 copying build/lib/causallearn/graph/GraphClass.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,142 copying build/lib/causallearn/graph/NodeVariableType.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,144 copying build/lib/causallearn/graph/Edges.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,146 copying build/lib/causallearn/graph/GraphNode.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,147 copying build/lib/causallearn/graph/GeneralGraph.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,150 copying build/lib/causallearn/graph/ArrowConfusion.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,152 copying build/lib/causallearn/graph/Node.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,154 copying build/lib/causallearn/graph/Graph.py -> build/bdist.linux-armv7l/wheel/./causallearn/graph 2026-05-17T16:09:04,157 creating build/bdist.linux-armv7l/wheel/causallearn/search 2026-05-17T16:09:04,158 copying build/lib/causallearn/search/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search 2026-05-17T16:09:04,160 creating build/bdist.linux-armv7l/wheel/causallearn/search/HiddenCausal 2026-05-17T16:09:04,161 copying build/lib/causallearn/search/HiddenCausal/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal 2026-05-17T16:09:04,164 creating build/bdist.linux-armv7l/wheel/causallearn/search/HiddenCausal/GIN 2026-05-17T16:09:04,164 copying build/lib/causallearn/search/HiddenCausal/GIN/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/GIN 2026-05-17T16:09:04,166 copying build/lib/causallearn/search/HiddenCausal/GIN/GIN.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/GIN 2026-05-17T16:09:04,169 creating build/bdist.linux-armv7l/wheel/causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,170 copying build/lib/causallearn/search/HiddenCausal/RLCD/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,172 copying build/lib/causallearn/search/HiddenCausal/RLCD/misc.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,174 copying build/lib/causallearn/search/HiddenCausal/RLCD/FCI_CovRank.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,177 copying build/lib/causallearn/search/HiddenCausal/RLCD/Cover.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,179 copying build/lib/causallearn/search/HiddenCausal/RLCD/DSU.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,181 copying build/lib/causallearn/search/HiddenCausal/RLCD/Chi2RankTest.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,183 copying build/lib/causallearn/search/HiddenCausal/RLCD/LatentGroups.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,186 copying build/lib/causallearn/search/HiddenCausal/RLCD/logger.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,188 copying build/lib/causallearn/search/HiddenCausal/RLCD/RLCD_alg.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,191 copying build/lib/causallearn/search/HiddenCausal/RLCD/PC_CovRank.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,193 copying build/lib/causallearn/search/HiddenCausal/RLCD/GraphDrawer.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/HiddenCausal/RLCD 2026-05-17T16:09:04,196 creating build/bdist.linux-armv7l/wheel/causallearn/search/ConstraintBased 2026-05-17T16:09:04,197 copying build/lib/causallearn/search/ConstraintBased/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ConstraintBased 2026-05-17T16:09:04,198 copying build/lib/causallearn/search/ConstraintBased/FCI.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ConstraintBased 2026-05-17T16:09:04,202 copying build/lib/causallearn/search/ConstraintBased/CDNOD.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ConstraintBased 2026-05-17T16:09:04,204 copying build/lib/causallearn/search/ConstraintBased/PC.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ConstraintBased 2026-05-17T16:09:04,207 creating build/bdist.linux-armv7l/wheel/causallearn/search/PermutationBased 2026-05-17T16:09:04,208 copying build/lib/causallearn/search/PermutationBased/GRaSP.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/PermutationBased 2026-05-17T16:09:04,210 copying build/lib/causallearn/search/PermutationBased/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/PermutationBased 2026-05-17T16:09:04,212 copying build/lib/causallearn/search/PermutationBased/BOSS.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/PermutationBased 2026-05-17T16:09:04,214 copying build/lib/causallearn/search/PermutationBased/gst.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/PermutationBased 2026-05-17T16:09:04,216 creating build/bdist.linux-armv7l/wheel/causallearn/search/Granger 2026-05-17T16:09:04,217 copying build/lib/causallearn/search/Granger/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/Granger 2026-05-17T16:09:04,219 copying build/lib/causallearn/search/Granger/Granger.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/Granger 2026-05-17T16:09:04,221 creating build/bdist.linux-armv7l/wheel/causallearn/search/FCMBased 2026-05-17T16:09:04,223 creating build/bdist.linux-armv7l/wheel/causallearn/search/FCMBased/ANM 2026-05-17T16:09:04,224 copying build/lib/causallearn/search/FCMBased/ANM/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/ANM 2026-05-17T16:09:04,226 copying build/lib/causallearn/search/FCMBased/ANM/ANM.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/ANM 2026-05-17T16:09:04,228 creating build/bdist.linux-armv7l/wheel/causallearn/search/FCMBased/PNL 2026-05-17T16:09:04,229 copying build/lib/causallearn/search/FCMBased/PNL/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/PNL 2026-05-17T16:09:04,231 copying build/lib/causallearn/search/FCMBased/PNL/PNL.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/PNL 2026-05-17T16:09:04,233 copying build/lib/causallearn/search/FCMBased/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased 2026-05-17T16:09:04,236 creating build/bdist.linux-armv7l/wheel/causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,237 copying build/lib/causallearn/search/FCMBased/lingam/CAMUV.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,239 copying build/lib/causallearn/search/FCMBased/lingam/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,241 copying build/lib/causallearn/search/FCMBased/lingam/direct_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,243 copying build/lib/causallearn/search/FCMBased/lingam/var_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,246 copying build/lib/causallearn/search/FCMBased/lingam/hsic2.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,248 copying build/lib/causallearn/search/FCMBased/lingam/rcd.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,250 copying build/lib/causallearn/search/FCMBased/lingam/bootstrap.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,253 copying build/lib/causallearn/search/FCMBased/lingam/longitudinal_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,255 copying build/lib/causallearn/search/FCMBased/lingam/multi_group_direct_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,258 copying build/lib/causallearn/search/FCMBased/lingam/hsic.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,260 copying build/lib/causallearn/search/FCMBased/lingam/ica_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,262 copying build/lib/causallearn/search/FCMBased/lingam/causal_effect.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,264 copying build/lib/causallearn/search/FCMBased/lingam/varma_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,266 copying build/lib/causallearn/search/FCMBased/lingam/base.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,269 copying build/lib/causallearn/search/FCMBased/lingam/bottom_up_parce_lingam.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam 2026-05-17T16:09:04,271 creating build/bdist.linux-armv7l/wheel/causallearn/search/FCMBased/lingam/utils 2026-05-17T16:09:04,273 copying build/lib/causallearn/search/FCMBased/lingam/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/FCMBased/lingam/utils 2026-05-17T16:09:04,276 creating build/bdist.linux-armv7l/wheel/causallearn/search/ScoreBased 2026-05-17T16:09:04,277 copying build/lib/causallearn/search/ScoreBased/DGES.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ScoreBased 2026-05-17T16:09:04,280 copying build/lib/causallearn/search/ScoreBased/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ScoreBased 2026-05-17T16:09:04,282 copying build/lib/causallearn/search/ScoreBased/ExactSearch.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ScoreBased 2026-05-17T16:09:04,284 copying build/lib/causallearn/search/ScoreBased/CALM.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ScoreBased 2026-05-17T16:09:04,286 copying build/lib/causallearn/search/ScoreBased/GES.py -> build/bdist.linux-armv7l/wheel/./causallearn/search/ScoreBased 2026-05-17T16:09:04,290 creating build/bdist.linux-armv7l/wheel/causallearn/score 2026-05-17T16:09:04,291 copying build/lib/causallearn/score/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/score 2026-05-17T16:09:04,292 copying build/lib/causallearn/score/LocalScoreFunctionClass.py -> build/bdist.linux-armv7l/wheel/./causallearn/score 2026-05-17T16:09:04,294 copying build/lib/causallearn/score/LocalScoreFunction.py -> build/bdist.linux-armv7l/wheel/./causallearn/score 2026-05-17T16:09:04,297 creating build/bdist.linux-armv7l/wheel/causallearn/utils 2026-05-17T16:09:04,298 copying build/lib/causallearn/utils/TXT2GeneralGraph.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,300 copying build/lib/causallearn/utils/PriorityQueue.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,303 creating build/bdist.linux-armv7l/wheel/causallearn/utils/PCUtils 2026-05-17T16:09:04,304 copying build/lib/causallearn/utils/PCUtils/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,306 copying build/lib/causallearn/utils/PCUtils/BackgroundKnowledge.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,308 copying build/lib/causallearn/utils/PCUtils/Helper.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,311 copying build/lib/causallearn/utils/PCUtils/SkeletonDiscovery.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,313 copying build/lib/causallearn/utils/PCUtils/Meek.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,315 copying build/lib/causallearn/utils/PCUtils/BackgroundKnowledgeOrientUtils.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,317 copying build/lib/causallearn/utils/PCUtils/UCSepset.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/PCUtils 2026-05-17T16:09:04,320 copying build/lib/causallearn/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,321 copying build/lib/causallearn/utils/ScoreUtils.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,324 copying build/lib/causallearn/utils/cit.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,326 copying build/lib/causallearn/utils/DAG2PAG.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,328 copying build/lib/causallearn/utils/DAG2CPDAG.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,331 creating build/bdist.linux-armv7l/wheel/causallearn/utils/KCI 2026-05-17T16:09:04,332 copying build/lib/causallearn/utils/KCI/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/KCI 2026-05-17T16:09:04,334 copying build/lib/causallearn/utils/KCI/Kernel.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/KCI 2026-05-17T16:09:04,336 copying build/lib/causallearn/utils/KCI/GaussianKernel.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/KCI 2026-05-17T16:09:04,338 copying build/lib/causallearn/utils/KCI/KCI.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/KCI 2026-05-17T16:09:04,340 copying build/lib/causallearn/utils/KCI/LinearKernel.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/KCI 2026-05-17T16:09:04,342 copying build/lib/causallearn/utils/KCI/PolynomialKernel.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/KCI 2026-05-17T16:09:04,344 copying build/lib/causallearn/utils/ChoiceGenerator.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,346 copying build/lib/causallearn/utils/GraphUtils.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,348 copying build/lib/causallearn/utils/Dataset.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,351 creating build/bdist.linux-armv7l/wheel/causallearn/utils/RCIT 2026-05-17T16:09:04,352 copying build/lib/causallearn/utils/RCIT/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/RCIT 2026-05-17T16:09:04,354 copying build/lib/causallearn/utils/RCIT/RCIT.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/RCIT 2026-05-17T16:09:04,356 copying build/lib/causallearn/utils/CALMUtils.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,358 creating build/bdist.linux-armv7l/wheel/causallearn/utils/FastKCI 2026-05-17T16:09:04,359 copying build/lib/causallearn/utils/FastKCI/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/FastKCI 2026-05-17T16:09:04,361 copying build/lib/causallearn/utils/FastKCI/FastKCI.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/FastKCI 2026-05-17T16:09:04,364 copying build/lib/causallearn/utils/DepthChoiceGenerator.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,365 copying build/lib/causallearn/utils/TimeseriesVisualization.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,367 copying build/lib/causallearn/utils/PDAG2DAG.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,369 copying build/lib/causallearn/utils/MECCheck.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,372 creating build/bdist.linux-armv7l/wheel/causallearn/utils/MarkovNetwork 2026-05-17T16:09:04,373 copying build/lib/causallearn/utils/MarkovNetwork/__init__.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/MarkovNetwork 2026-05-17T16:09:04,374 copying build/lib/causallearn/utils/MarkovNetwork/iamb.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils/MarkovNetwork 2026-05-17T16:09:04,376 copying build/lib/causallearn/utils/FAS.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,379 copying build/lib/causallearn/utils/GESUtils.py -> build/bdist.linux-armv7l/wheel/./causallearn/utils 2026-05-17T16:09:04,381 running install_egg_info 2026-05-17T16:09:04,414 running egg_info 2026-05-17T16:09:04,441 writing causal_learn.egg-info/PKG-INFO 2026-05-17T16:09:04,444 writing dependency_links to causal_learn.egg-info/dependency_links.txt 2026-05-17T16:09:04,446 writing requirements to causal_learn.egg-info/requires.txt 2026-05-17T16:09:04,447 writing top-level names to causal_learn.egg-info/top_level.txt 2026-05-17T16:09:04,504 reading manifest file 'causal_learn.egg-info/SOURCES.txt' 2026-05-17T16:09:04,514 adding license file 'LICENSE' 2026-05-17T16:09:04,524 writing manifest file 'causal_learn.egg-info/SOURCES.txt' 2026-05-17T16:09:04,526 Copying causal_learn.egg-info to build/bdist.linux-armv7l/wheel/./causal_learn-0.1.4.6-py3.11.egg-info 2026-05-17T16:09:04,538 running install_scripts 2026-05-17T16:09:04,551 creating build/bdist.linux-armv7l/wheel/causal_learn-0.1.4.6.dist-info/WHEEL 2026-05-17T16:09:04,554 creating '/tmp/pip-wheel-71gnfynr/causal_learn-0.1.4.6-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-05-17T16:09:04,557 adding 'causal_learn-0.1.4.6.dist-info/licenses/LICENSE' 2026-05-17T16:09:04,559 adding 'causallearn/__init__.py' 2026-05-17T16:09:04,562 adding 'causallearn/graph/AdjacencyConfusion.py' 2026-05-17T16:09:04,564 adding 'causallearn/graph/ArrowConfusion.py' 2026-05-17T16:09:04,570 adding 'causallearn/graph/Dag.py' 2026-05-17T16:09:04,572 adding 'causallearn/graph/Edge.py' 2026-05-17T16:09:04,574 adding 'causallearn/graph/Edges.py' 2026-05-17T16:09:04,575 adding 'causallearn/graph/Endpoint.py' 2026-05-17T16:09:04,579 adding 'causallearn/graph/GeneralGraph.py' 2026-05-17T16:09:04,582 adding 'causallearn/graph/Graph.py' 2026-05-17T16:09:04,584 adding 'causallearn/graph/GraphClass.py' 2026-05-17T16:09:04,585 adding 'causallearn/graph/GraphNode.py' 2026-05-17T16:09:04,586 adding 'causallearn/graph/Node.py' 2026-05-17T16:09:04,587 adding 'causallearn/graph/NodeType.py' 2026-05-17T16:09:04,589 adding 'causallearn/graph/NodeVariableType.py' 2026-05-17T16:09:04,590 adding 'causallearn/graph/SHD.py' 2026-05-17T16:09:04,591 adding 'causallearn/graph/__init__.py' 2026-05-17T16:09:04,594 adding 'causallearn/score/LocalScoreFunction.py' 2026-05-17T16:09:04,596 adding 'causallearn/score/LocalScoreFunctionClass.py' 2026-05-17T16:09:04,597 adding 'causallearn/score/__init__.py' 2026-05-17T16:09:04,599 adding 'causallearn/search/__init__.py' 2026-05-17T16:09:04,601 adding 'causallearn/search/ConstraintBased/CDNOD.py' 2026-05-17T16:09:04,606 adding 'causallearn/search/ConstraintBased/FCI.py' 2026-05-17T16:09:04,608 adding 'causallearn/search/ConstraintBased/PC.py' 2026-05-17T16:09:04,609 adding 'causallearn/search/ConstraintBased/__init__.py' 2026-05-17T16:09:04,611 adding 'causallearn/search/FCMBased/__init__.py' 2026-05-17T16:09:04,613 adding 'causallearn/search/FCMBased/ANM/ANM.py' 2026-05-17T16:09:04,614 adding 'causallearn/search/FCMBased/ANM/__init__.py' 2026-05-17T16:09:04,616 adding 'causallearn/search/FCMBased/PNL/PNL.py' 2026-05-17T16:09:04,617 adding 'causallearn/search/FCMBased/PNL/__init__.py' 2026-05-17T16:09:04,619 adding 'causallearn/search/FCMBased/lingam/CAMUV.py' 2026-05-17T16:09:04,621 adding 'causallearn/search/FCMBased/lingam/__init__.py' 2026-05-17T16:09:04,622 adding 'causallearn/search/FCMBased/lingam/base.py' 2026-05-17T16:09:04,625 adding 'causallearn/search/FCMBased/lingam/bootstrap.py' 2026-05-17T16:09:04,627 adding 'causallearn/search/FCMBased/lingam/bottom_up_parce_lingam.py' 2026-05-17T16:09:04,629 adding 'causallearn/search/FCMBased/lingam/causal_effect.py' 2026-05-17T16:09:04,630 adding 'causallearn/search/FCMBased/lingam/direct_lingam.py' 2026-05-17T16:09:04,632 adding 'causallearn/search/FCMBased/lingam/hsic.py' 2026-05-17T16:09:04,633 adding 'causallearn/search/FCMBased/lingam/hsic2.py' 2026-05-17T16:09:04,635 adding 'causallearn/search/FCMBased/lingam/ica_lingam.py' 2026-05-17T16:09:04,636 adding 'causallearn/search/FCMBased/lingam/longitudinal_lingam.py' 2026-05-17T16:09:04,638 adding 'causallearn/search/FCMBased/lingam/multi_group_direct_lingam.py' 2026-05-17T16:09:04,640 adding 'causallearn/search/FCMBased/lingam/rcd.py' 2026-05-17T16:09:04,642 adding 'causallearn/search/FCMBased/lingam/var_lingam.py' 2026-05-17T16:09:04,645 adding 'causallearn/search/FCMBased/lingam/varma_lingam.py' 2026-05-17T16:09:04,647 adding 'causallearn/search/FCMBased/lingam/utils/__init__.py' 2026-05-17T16:09:04,649 adding 'causallearn/search/Granger/Granger.py' 2026-05-17T16:09:04,650 adding 'causallearn/search/Granger/__init__.py' 2026-05-17T16:09:04,652 adding 'causallearn/search/HiddenCausal/__init__.py' 2026-05-17T16:09:04,654 adding 'causallearn/search/HiddenCausal/GIN/GIN.py' 2026-05-17T16:09:04,655 adding 'causallearn/search/HiddenCausal/GIN/__init__.py' 2026-05-17T16:09:04,657 adding 'causallearn/search/HiddenCausal/RLCD/Chi2RankTest.py' 2026-05-17T16:09:04,659 adding 'causallearn/search/HiddenCausal/RLCD/Cover.py' 2026-05-17T16:09:04,660 adding 'causallearn/search/HiddenCausal/RLCD/DSU.py' 2026-05-17T16:09:04,663 adding 'causallearn/search/HiddenCausal/RLCD/FCI_CovRank.py' 2026-05-17T16:09:04,665 adding 'causallearn/search/HiddenCausal/RLCD/GraphDrawer.py' 2026-05-17T16:09:04,671 adding 'causallearn/search/HiddenCausal/RLCD/LatentGroups.py' 2026-05-17T16:09:04,673 adding 'causallearn/search/HiddenCausal/RLCD/PC_CovRank.py' 2026-05-17T16:09:04,677 adding 'causallearn/search/HiddenCausal/RLCD/RLCD_alg.py' 2026-05-17T16:09:04,678 adding 'causallearn/search/HiddenCausal/RLCD/__init__.py' 2026-05-17T16:09:04,679 adding 'causallearn/search/HiddenCausal/RLCD/logger.py' 2026-05-17T16:09:04,681 adding 'causallearn/search/HiddenCausal/RLCD/misc.py' 2026-05-17T16:09:04,684 adding 'causallearn/search/PermutationBased/BOSS.py' 2026-05-17T16:09:04,685 adding 'causallearn/search/PermutationBased/GRaSP.py' 2026-05-17T16:09:04,687 adding 'causallearn/search/PermutationBased/__init__.py' 2026-05-17T16:09:04,688 adding 'causallearn/search/PermutationBased/gst.py' 2026-05-17T16:09:04,690 adding 'causallearn/search/ScoreBased/CALM.py' 2026-05-17T16:09:04,694 adding 'causallearn/search/ScoreBased/DGES.py' 2026-05-17T16:09:04,697 adding 'causallearn/search/ScoreBased/ExactSearch.py' 2026-05-17T16:09:04,699 adding 'causallearn/search/ScoreBased/GES.py' 2026-05-17T16:09:04,700 adding 'causallearn/search/ScoreBased/__init__.py' 2026-05-17T16:09:04,702 adding 'causallearn/utils/CALMUtils.py' 2026-05-17T16:09:04,703 adding 'causallearn/utils/ChoiceGenerator.py' 2026-05-17T16:09:04,705 adding 'causallearn/utils/DAG2CPDAG.py' 2026-05-17T16:09:04,706 adding 'causallearn/utils/DAG2PAG.py' 2026-05-17T16:09:04,707 adding 'causallearn/utils/Dataset.py' 2026-05-17T16:09:04,709 adding 'causallearn/utils/DepthChoiceGenerator.py' 2026-05-17T16:09:04,711 adding 'causallearn/utils/FAS.py' 2026-05-17T16:09:04,713 adding 'causallearn/utils/GESUtils.py' 2026-05-17T16:09:04,717 adding 'causallearn/utils/GraphUtils.py' 2026-05-17T16:09:04,718 adding 'causallearn/utils/MECCheck.py' 2026-05-17T16:09:04,719 adding 'causallearn/utils/PDAG2DAG.py' 2026-05-17T16:09:04,721 adding 'causallearn/utils/PriorityQueue.py' 2026-05-17T16:09:04,724 adding 'causallearn/utils/ScoreUtils.py' 2026-05-17T16:09:04,726 adding 'causallearn/utils/TXT2GeneralGraph.py' 2026-05-17T16:09:04,727 adding 'causallearn/utils/TimeseriesVisualization.py' 2026-05-17T16:09:04,728 adding 'causallearn/utils/__init__.py' 2026-05-17T16:09:04,731 adding 'causallearn/utils/cit.py' 2026-05-17T16:09:04,734 adding 'causallearn/utils/FastKCI/FastKCI.py' 2026-05-17T16:09:04,735 adding 'causallearn/utils/FastKCI/__init__.py' 2026-05-17T16:09:04,737 adding 'causallearn/utils/KCI/GaussianKernel.py' 2026-05-17T16:09:04,739 adding 'causallearn/utils/KCI/KCI.py' 2026-05-17T16:09:04,741 adding 'causallearn/utils/KCI/Kernel.py' 2026-05-17T16:09:04,742 adding 'causallearn/utils/KCI/LinearKernel.py' 2026-05-17T16:09:04,743 adding 'causallearn/utils/KCI/PolynomialKernel.py' 2026-05-17T16:09:04,744 adding 'causallearn/utils/KCI/__init__.py' 2026-05-17T16:09:04,745 adding 'causallearn/utils/MarkovNetwork/__init__.py' 2026-05-17T16:09:04,746 adding 'causallearn/utils/MarkovNetwork/iamb.py' 2026-05-17T16:09:04,749 adding 'causallearn/utils/PCUtils/BackgroundKnowledge.py' 2026-05-17T16:09:04,750 adding 'causallearn/utils/PCUtils/BackgroundKnowledgeOrientUtils.py' 2026-05-17T16:09:04,753 adding 'causallearn/utils/PCUtils/Helper.py' 2026-05-17T16:09:04,755 adding 'causallearn/utils/PCUtils/Meek.py' 2026-05-17T16:09:04,756 adding 'causallearn/utils/PCUtils/SkeletonDiscovery.py' 2026-05-17T16:09:04,758 adding 'causallearn/utils/PCUtils/UCSepset.py' 2026-05-17T16:09:04,759 adding 'causallearn/utils/PCUtils/__init__.py' 2026-05-17T16:09:04,761 adding 'causallearn/utils/RCIT/RCIT.py' 2026-05-17T16:09:04,762 adding 'causallearn/utils/RCIT/__init__.py' 2026-05-17T16:09:04,763 adding 'causal_learn-0.1.4.6.dist-info/METADATA' 2026-05-17T16:09:04,764 adding 'causal_learn-0.1.4.6.dist-info/WHEEL' 2026-05-17T16:09:04,765 adding 'causal_learn-0.1.4.6.dist-info/top_level.txt' 2026-05-17T16:09:04,767 adding 'causal_learn-0.1.4.6.dist-info/RECORD' 2026-05-17T16:09:04,773 removing build/bdist.linux-armv7l/wheel 2026-05-17T16:09:04,916 Building wheel for causal-learn (setup.py): finished with status 'done' 2026-05-17T16:09:04,921 Created wheel for causal-learn: filename=causal_learn-0.1.4.6-py3-none-any.whl size=245512 sha256=bc1244e70c521cf22c4d70dd1f77841b0f46de94d5803893c6654dcf16583e59 2026-05-17T16:09:04,922 Stored in directory: /tmp/pip-ephem-wheel-cache-yd0_qeg6/wheels/98/e8/75/d9d4e02d93ff38c7fca1c5df0e1231bac09ba0a7ab41c1c7c6 2026-05-17T16:09:04,937 Successfully built causal-learn 2026-05-17T16:09:04,947 Removed build tracker: '/tmp/pip-build-tracker-z8ohphvb'