2024-11-12T00:40:04,462 Created temporary directory: /tmp/pip-build-tracker-wakup2ye 2024-11-12T00:40:04,463 Initialized build tracking at /tmp/pip-build-tracker-wakup2ye 2024-11-12T00:40:04,463 Created build tracker: /tmp/pip-build-tracker-wakup2ye 2024-11-12T00:40:04,464 Entered build tracker: /tmp/pip-build-tracker-wakup2ye 2024-11-12T00:40:04,465 Created temporary directory: /tmp/pip-wheel-fyqt0srw 2024-11-12T00:40:04,469 Created temporary directory: /tmp/pip-ephem-wheel-cache-6ucoa3zu 2024-11-12T00:40:04,512 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2024-11-12T00:40:04,514 2 location(s) to search for versions of cotkg-network-intrusion-detection: 2024-11-12T00:40:04,514 * https://pypi.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,514 * https://www.piwheels.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,515 Fetching project page and analyzing links: https://pypi.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,516 Getting page https://pypi.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,518 Found index url https://pypi.org/simple/ 2024-11-12T00:40:04,737 Fetched page https://pypi.org/simple/cotkg-network-intrusion-detection/ as application/vnd.pypi.simple.v1+json 2024-11-12T00:40:04,738 Skipping link: No binaries permitted for cotkg-network-intrusion-detection: https://files.pythonhosted.org/packages/16/19/9aeeceee8385855d32e168419767dd675626a0a84c31dc7df03d69655cca/cotkg_network_intrusion_detection-0.1.0-py3-none-any.whl (from https://pypi.org/simple/cotkg-network-intrusion-detection/) (requires-python:>=3.7) 2024-11-12T00:40:04,739 Found link https://files.pythonhosted.org/packages/48/4b/fd8a2802bee7c25f255b8d85d6cf5ef3e5467e1ab35472e12d059c7bb022/cotkg_network_intrusion_detection-0.1.0.tar.gz (from https://pypi.org/simple/cotkg-network-intrusion-detection/) (requires-python:>=3.7), version: 0.1.0 2024-11-12T00:40:04,740 Skipping link: No binaries permitted for cotkg-network-intrusion-detection: https://files.pythonhosted.org/packages/be/ca/92fc7a2a90910bdb42e8c490812ac88f755734dc85814bd3032584c8c35a/cotkg_network_intrusion_detection-0.1.1-py3-none-any.whl (from https://pypi.org/simple/cotkg-network-intrusion-detection/) (requires-python:>=3.7) 2024-11-12T00:40:04,741 Found link https://files.pythonhosted.org/packages/27/11/e79d3bef3fe83e1e7089685f18e57656f62df016b6dae7d55155787d93d8/cotkg_network_intrusion_detection-0.1.1.tar.gz (from https://pypi.org/simple/cotkg-network-intrusion-detection/) (requires-python:>=3.7), version: 0.1.1 2024-11-12T00:40:04,742 Fetching project page and analyzing links: https://www.piwheels.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,743 Getting page https://www.piwheels.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,744 Found index url https://www.piwheels.org/simple/ 2024-11-12T00:40:04,916 Fetched page https://www.piwheels.org/simple/cotkg-network-intrusion-detection/ as text/html 2024-11-12T00:40:04,918 Skipping link: No binaries permitted for cotkg-network-intrusion-detection: https://www.piwheels.org/simple/cotkg-network-intrusion-detection/cotkg_network_intrusion_detection-0.1.0-py3-none-any.whl#sha256=d90c83f661ab7d3a10b42b9226307e449f8038d10453a34580aaf1383c423fda (from https://www.piwheels.org/simple/cotkg-network-intrusion-detection/) (requires-python:>=3.7) 2024-11-12T00:40:04,919 Skipping link: not a file: https://www.piwheels.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,919 Skipping link: not a file: https://pypi.org/simple/cotkg-network-intrusion-detection/ 2024-11-12T00:40:04,937 Given no hashes to check 1 links for project 'cotkg-network-intrusion-detection': discarding no candidates 2024-11-12T00:40:04,939 Collecting cotkg-network-intrusion-detection==0.1.1 2024-11-12T00:40:04,941 Created temporary directory: /tmp/pip-unpack-eluc5x_p 2024-11-12T00:40:05,185 Downloading cotkg_network_intrusion_detection-0.1.1.tar.gz (56 kB) 2024-11-12T00:40:05,350 Added cotkg-network-intrusion-detection==0.1.1 from https://files.pythonhosted.org/packages/27/11/e79d3bef3fe83e1e7089685f18e57656f62df016b6dae7d55155787d93d8/cotkg_network_intrusion_detection-0.1.1.tar.gz to build tracker '/tmp/pip-build-tracker-wakup2ye' 2024-11-12T00:40:05,351 Running setup.py (path:/tmp/pip-wheel-fyqt0srw/cotkg-network-intrusion-detection_7f528bc1dc5849f1908a0777f94ccbe5/setup.py) egg_info for package cotkg-network-intrusion-detection 2024-11-12T00:40:05,353 Created temporary directory: /tmp/pip-pip-egg-info-314fygx0 2024-11-12T00:40:05,353 Preparing metadata (setup.py): started 2024-11-12T00:40:05,354 Running command python setup.py egg_info 2024-11-12T00:40:06,420 running egg_info 2024-11-12T00:40:06,447 creating /tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info 2024-11-12T00:40:06,448 writing /tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/PKG-INFO 2024-11-12T00:40:06,451 writing dependency_links to /tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/dependency_links.txt 2024-11-12T00:40:06,453 writing requirements to /tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/requires.txt 2024-11-12T00:40:06,455 writing top-level names to /tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/top_level.txt 2024-11-12T00:40:06,456 writing manifest file '/tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/SOURCES.txt' 2024-11-12T00:40:06,548 reading manifest file '/tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/SOURCES.txt' 2024-11-12T00:40:06,549 reading manifest template 'MANIFEST.in' 2024-11-12T00:40:06,576 adding license file 'LICENSE' 2024-11-12T00:40:06,580 writing manifest file '/tmp/pip-pip-egg-info-314fygx0/cotkg_network_intrusion_detection.egg-info/SOURCES.txt' 2024-11-12T00:40:06,687 Preparing metadata (setup.py): finished with status 'done' 2024-11-12T00:40:06,692 Source in /tmp/pip-wheel-fyqt0srw/cotkg-network-intrusion-detection_7f528bc1dc5849f1908a0777f94ccbe5 has version 0.1.1, which satisfies requirement cotkg-network-intrusion-detection==0.1.1 from https://files.pythonhosted.org/packages/27/11/e79d3bef3fe83e1e7089685f18e57656f62df016b6dae7d55155787d93d8/cotkg_network_intrusion_detection-0.1.1.tar.gz 2024-11-12T00:40:06,693 Removed cotkg-network-intrusion-detection==0.1.1 from https://files.pythonhosted.org/packages/27/11/e79d3bef3fe83e1e7089685f18e57656f62df016b6dae7d55155787d93d8/cotkg_network_intrusion_detection-0.1.1.tar.gz from build tracker '/tmp/pip-build-tracker-wakup2ye' 2024-11-12T00:40:06,701 Created temporary directory: /tmp/pip-unpack-ld6o4mxm 2024-11-12T00:40:06,702 Created temporary directory: /tmp/pip-unpack-t79qfoe2 2024-11-12T00:40:06,703 Building wheels for collected packages: cotkg-network-intrusion-detection 2024-11-12T00:40:06,707 Created temporary directory: /tmp/pip-wheel-ypxap8xw 2024-11-12T00:40:06,707 Building wheel for cotkg-network-intrusion-detection (setup.py): started 2024-11-12T00:40:06,709 Destination directory: /tmp/pip-wheel-ypxap8xw 2024-11-12T00:40:06,709 Running command python setup.py bdist_wheel 2024-11-12T00:40:07,830 running bdist_wheel 2024-11-12T00:40:07,962 running build 2024-11-12T00:40:07,963 running build_py 2024-11-12T00:40:07,993 creating build/lib/src 2024-11-12T00:40:07,996 copying src/main.py -> build/lib/src 2024-11-12T00:40:07,999 copying src/train.py -> build/lib/src 2024-11-12T00:40:08,002 copying src/__init__.py -> build/lib/src 2024-11-12T00:40:08,004 creating build/lib/src/data_processing 2024-11-12T00:40:08,006 copying src/data_processing/data_balancing.py -> build/lib/src/data_processing 2024-11-12T00:40:08,008 copying src/data_processing/preprocess.py -> build/lib/src/data_processing 2024-11-12T00:40:08,010 copying src/data_processing/feature_engineering.py -> build/lib/src/data_processing 2024-11-12T00:40:08,013 copying src/data_processing/feature_selection.py -> build/lib/src/data_processing 2024-11-12T00:40:08,016 copying src/data_processing/__init__.py -> build/lib/src/data_processing 2024-11-12T00:40:08,018 creating build/lib/src/visualization 2024-11-12T00:40:08,020 copying src/visualization/kg_visualizer.py -> build/lib/src/visualization 2024-11-12T00:40:08,022 copying src/visualization/__init__.py -> build/lib/src/visualization 2024-11-12T00:40:08,024 copying src/visualization/visualizer.py -> build/lib/src/visualization 2024-11-12T00:40:08,027 creating build/lib/src/knowledge_graph 2024-11-12T00:40:08,028 copying src/knowledge_graph/kg_constructor.py -> build/lib/src/knowledge_graph 2024-11-12T00:40:08,031 copying src/knowledge_graph/cot_generator.py -> build/lib/src/knowledge_graph 2024-11-12T00:40:08,034 copying src/knowledge_graph/kg_updater.py -> build/lib/src/knowledge_graph 2024-11-12T00:40:08,036 copying src/knowledge_graph/__init__.py -> build/lib/src/knowledge_graph 2024-11-12T00:40:08,038 creating build/lib/src/evaluation 2024-11-12T00:40:08,039 copying src/evaluation/__init__.py -> build/lib/src/evaluation 2024-11-12T00:40:08,042 copying src/evaluation/metrics.py -> build/lib/src/evaluation 2024-11-12T00:40:08,044 creating build/lib/src/explainability 2024-11-12T00:40:08,046 copying src/explainability/subgraph_matcher.py -> build/lib/src/explainability 2024-11-12T00:40:08,048 copying src/explainability/__init__.py -> build/lib/src/explainability 2024-11-12T00:40:08,050 copying src/explainability/integrated_gradients.py -> build/lib/src/explainability 2024-11-12T00:40:08,052 copying src/explainability/explanation_generator.py -> build/lib/src/explainability 2024-11-12T00:40:08,055 creating build/lib/src/models 2024-11-12T00:40:08,056 copying src/models/gnn_model.py -> build/lib/src/models 2024-11-12T00:40:08,058 copying src/models/graph_sage_model.py -> build/lib/src/models 2024-11-12T00:40:08,060 copying src/models/__init__.py -> build/lib/src/models 2024-11-12T00:40:08,062 copying src/models/hybrid_model.py -> build/lib/src/models 2024-11-12T00:40:08,064 copying src/models/graph_sage_prep.py -> build/lib/src/models 2024-11-12T00:40:08,099 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2024-11-12T00:40:08,099 !! 2024-11-12T00:40:08,101 ******************************************************************************** 2024-11-12T00:40:08,101 Please avoid running ``setup.py`` directly. 2024-11-12T00:40:08,102 Instead, use pypa/build, pypa/installer or other 2024-11-12T00:40:08,103 standards-based tools. 2024-11-12T00:40:08,104 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2024-11-12T00:40:08,105 ******************************************************************************** 2024-11-12T00:40:08,106 !! 2024-11-12T00:40:08,106 self.initialize_options() 2024-11-12T00:40:08,129 installing to build/bdist.linux-armv7l/wheel 2024-11-12T00:40:08,130 running install 2024-11-12T00:40:08,156 running install_lib 2024-11-12T00:40:08,186 creating build/bdist.linux-armv7l/wheel 2024-11-12T00:40:08,188 creating build/bdist.linux-armv7l/wheel/src 2024-11-12T00:40:08,190 creating build/bdist.linux-armv7l/wheel/src/data_processing 2024-11-12T00:40:08,192 copying build/lib/src/data_processing/data_balancing.py -> build/bdist.linux-armv7l/wheel/./src/data_processing 2024-11-12T00:40:08,194 copying build/lib/src/data_processing/preprocess.py -> build/bdist.linux-armv7l/wheel/./src/data_processing 2024-11-12T00:40:08,196 copying build/lib/src/data_processing/feature_engineering.py -> build/bdist.linux-armv7l/wheel/./src/data_processing 2024-11-12T00:40:08,199 copying build/lib/src/data_processing/feature_selection.py -> build/bdist.linux-armv7l/wheel/./src/data_processing 2024-11-12T00:40:08,201 copying build/lib/src/data_processing/__init__.py -> build/bdist.linux-armv7l/wheel/./src/data_processing 2024-11-12T00:40:08,202 copying build/lib/src/main.py -> build/bdist.linux-armv7l/wheel/./src 2024-11-12T00:40:08,205 creating build/bdist.linux-armv7l/wheel/src/visualization 2024-11-12T00:40:08,206 copying build/lib/src/visualization/kg_visualizer.py -> build/bdist.linux-armv7l/wheel/./src/visualization 2024-11-12T00:40:08,208 copying build/lib/src/visualization/__init__.py -> build/bdist.linux-armv7l/wheel/./src/visualization 2024-11-12T00:40:08,209 copying build/lib/src/visualization/visualizer.py -> build/bdist.linux-armv7l/wheel/./src/visualization 2024-11-12T00:40:08,211 copying build/lib/src/train.py -> build/bdist.linux-armv7l/wheel/./src 2024-11-12T00:40:08,213 creating build/bdist.linux-armv7l/wheel/src/knowledge_graph 2024-11-12T00:40:08,214 copying build/lib/src/knowledge_graph/kg_constructor.py -> build/bdist.linux-armv7l/wheel/./src/knowledge_graph 2024-11-12T00:40:08,216 copying build/lib/src/knowledge_graph/cot_generator.py -> build/bdist.linux-armv7l/wheel/./src/knowledge_graph 2024-11-12T00:40:08,218 copying build/lib/src/knowledge_graph/kg_updater.py -> build/bdist.linux-armv7l/wheel/./src/knowledge_graph 2024-11-12T00:40:08,220 copying build/lib/src/knowledge_graph/__init__.py -> build/bdist.linux-armv7l/wheel/./src/knowledge_graph 2024-11-12T00:40:08,222 creating build/bdist.linux-armv7l/wheel/src/evaluation 2024-11-12T00:40:08,223 copying build/lib/src/evaluation/__init__.py -> build/bdist.linux-armv7l/wheel/./src/evaluation 2024-11-12T00:40:08,225 copying build/lib/src/evaluation/metrics.py -> build/bdist.linux-armv7l/wheel/./src/evaluation 2024-11-12T00:40:08,227 copying build/lib/src/__init__.py -> build/bdist.linux-armv7l/wheel/./src 2024-11-12T00:40:08,229 creating build/bdist.linux-armv7l/wheel/src/explainability 2024-11-12T00:40:08,230 copying build/lib/src/explainability/subgraph_matcher.py -> build/bdist.linux-armv7l/wheel/./src/explainability 2024-11-12T00:40:08,232 copying build/lib/src/explainability/__init__.py -> build/bdist.linux-armv7l/wheel/./src/explainability 2024-11-12T00:40:08,234 copying build/lib/src/explainability/integrated_gradients.py -> build/bdist.linux-armv7l/wheel/./src/explainability 2024-11-12T00:40:08,235 copying build/lib/src/explainability/explanation_generator.py -> build/bdist.linux-armv7l/wheel/./src/explainability 2024-11-12T00:40:08,238 creating build/bdist.linux-armv7l/wheel/src/models 2024-11-12T00:40:08,239 copying build/lib/src/models/gnn_model.py -> build/bdist.linux-armv7l/wheel/./src/models 2024-11-12T00:40:08,241 copying build/lib/src/models/graph_sage_model.py -> build/bdist.linux-armv7l/wheel/./src/models 2024-11-12T00:40:08,243 copying build/lib/src/models/__init__.py -> build/bdist.linux-armv7l/wheel/./src/models 2024-11-12T00:40:08,245 copying build/lib/src/models/hybrid_model.py -> build/bdist.linux-armv7l/wheel/./src/models 2024-11-12T00:40:08,246 copying build/lib/src/models/graph_sage_prep.py -> build/bdist.linux-armv7l/wheel/./src/models 2024-11-12T00:40:08,248 running install_egg_info 2024-11-12T00:40:08,280 running egg_info 2024-11-12T00:40:08,308 writing cotkg_network_intrusion_detection.egg-info/PKG-INFO 2024-11-12T00:40:08,311 writing dependency_links to cotkg_network_intrusion_detection.egg-info/dependency_links.txt 2024-11-12T00:40:08,313 writing requirements to cotkg_network_intrusion_detection.egg-info/requires.txt 2024-11-12T00:40:08,314 writing top-level names to cotkg_network_intrusion_detection.egg-info/top_level.txt 2024-11-12T00:40:08,348 reading manifest file 'cotkg_network_intrusion_detection.egg-info/SOURCES.txt' 2024-11-12T00:40:08,353 reading manifest template 'MANIFEST.in' 2024-11-12T00:40:08,378 adding license file 'LICENSE' 2024-11-12T00:40:08,383 writing manifest file 'cotkg_network_intrusion_detection.egg-info/SOURCES.txt' 2024-11-12T00:40:08,385 Copying cotkg_network_intrusion_detection.egg-info to build/bdist.linux-armv7l/wheel/./cotkg_network_intrusion_detection-0.1.1-py3.11.egg-info 2024-11-12T00:40:08,394 running install_scripts 2024-11-12T00:40:08,410 creating build/bdist.linux-armv7l/wheel/cotkg_network_intrusion_detection-0.1.1.dist-info/WHEEL 2024-11-12T00:40:08,413 creating '/tmp/pip-wheel-ypxap8xw/cotkg_network_intrusion_detection-0.1.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2024-11-12T00:40:08,416 adding 'src/__init__.py' 2024-11-12T00:40:08,418 adding 'src/main.py' 2024-11-12T00:40:08,419 adding 'src/train.py' 2024-11-12T00:40:08,421 adding 'src/data_processing/__init__.py' 2024-11-12T00:40:08,422 adding 'src/data_processing/data_balancing.py' 2024-11-12T00:40:08,423 adding 'src/data_processing/feature_engineering.py' 2024-11-12T00:40:08,425 adding 'src/data_processing/feature_selection.py' 2024-11-12T00:40:08,426 adding 'src/data_processing/preprocess.py' 2024-11-12T00:40:08,428 adding 'src/evaluation/__init__.py' 2024-11-12T00:40:08,429 adding 'src/evaluation/metrics.py' 2024-11-12T00:40:08,431 adding 'src/explainability/__init__.py' 2024-11-12T00:40:08,432 adding 'src/explainability/explanation_generator.py' 2024-11-12T00:40:08,433 adding 'src/explainability/integrated_gradients.py' 2024-11-12T00:40:08,435 adding 'src/explainability/subgraph_matcher.py' 2024-11-12T00:40:08,436 adding 'src/knowledge_graph/__init__.py' 2024-11-12T00:40:08,438 adding 'src/knowledge_graph/cot_generator.py' 2024-11-12T00:40:08,440 adding 'src/knowledge_graph/kg_constructor.py' 2024-11-12T00:40:08,441 adding 'src/knowledge_graph/kg_updater.py' 2024-11-12T00:40:08,443 adding 'src/models/__init__.py' 2024-11-12T00:40:08,444 adding 'src/models/gnn_model.py' 2024-11-12T00:40:08,446 adding 'src/models/graph_sage_model.py' 2024-11-12T00:40:08,447 adding 'src/models/graph_sage_prep.py' 2024-11-12T00:40:08,448 adding 'src/models/hybrid_model.py' 2024-11-12T00:40:08,450 adding 'src/visualization/__init__.py' 2024-11-12T00:40:08,451 adding 'src/visualization/kg_visualizer.py' 2024-11-12T00:40:08,452 adding 'src/visualization/visualizer.py' 2024-11-12T00:40:08,453 adding 'cotkg_network_intrusion_detection-0.1.1.dist-info/LICENSE' 2024-11-12T00:40:08,454 adding 'cotkg_network_intrusion_detection-0.1.1.dist-info/METADATA' 2024-11-12T00:40:08,455 adding 'cotkg_network_intrusion_detection-0.1.1.dist-info/WHEEL' 2024-11-12T00:40:08,456 adding 'cotkg_network_intrusion_detection-0.1.1.dist-info/top_level.txt' 2024-11-12T00:40:08,457 adding 'cotkg_network_intrusion_detection-0.1.1.dist-info/RECORD' 2024-11-12T00:40:08,459 removing build/bdist.linux-armv7l/wheel 2024-11-12T00:40:08,578 Building wheel for cotkg-network-intrusion-detection (setup.py): finished with status 'done' 2024-11-12T00:40:08,581 Created wheel for cotkg-network-intrusion-detection: filename=cotkg_network_intrusion_detection-0.1.1-py3-none-any.whl size=26102 sha256=89e0290c7cee8f96689713f6680a8efa5ba683920469aad156454fda17e6be51 2024-11-12T00:40:08,582 Stored in directory: /tmp/pip-ephem-wheel-cache-6ucoa3zu/wheels/52/30/38/da018d5867ae366eb71e5c2f1f437679a9edd4463cd32bcc61 2024-11-12T00:40:08,594 Successfully built cotkg-network-intrusion-detection 2024-11-12T00:40:08,598 Removed build tracker: '/tmp/pip-build-tracker-wakup2ye'