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antgen
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antgen - pypi Package Compare versions
+17
| Metadata-Version: 2.1 | ||
| Name: antgen | ||
| Version: 0.3.8 | ||
| Summary: This tool generates synthetic macroscopic load signatures for their use in conjunction with NILM (load disaggregation) tools. | ||
| Home-page: UNKNOWN | ||
| Author: Nuno Velosa | ||
| Author-email: nunovelosa@hotmail.com | ||
| License: UNKNOWN | ||
| Platform: UNKNOWN | ||
| Classifier: Programming Language :: Python :: 3 | ||
| Classifier: License :: OSI Approved :: MIT License | ||
| Classifier: Operating System :: OS Independent | ||
| Requires-Python: >=3.7 | ||
| UNKNOWN | ||
+113
| antgen/ActivityModel.py,sha256=Z13C5Bt3PamPCccy98SexYwUjLyoi9Dl3ZUI4oKwh8g,18991 | ||
| antgen/ApplianceModel.py,sha256=3oNBr3Z6WQyk_qDSHY8Bxk8AzHsYVcbjquwxeHfb0OY,5871 | ||
| antgen/LICENSE,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/LoadModelComponents.py,sha256=Jkc_y5BQlBVtO6gARPP3GlPAVXOZYl0bJPiKDlqAAQc,7913 | ||
| antgen/Tools.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/UserModel.py,sha256=zJY7DdHGMFhPKIF6f8GFcNYkMo3R21j0fCYA_ZC06Kw,6013 | ||
| antgen/__init__.py,sha256=Lh7NOd9-n-o-7iRw3-RIoQCF_F57zhZQktJjCkSYOgA,76 | ||
| antgen/antgen.py,sha256=w3M4uuhk2XGjZVME2qdzLuLFxrAzQf_JmagamVrSXyw,19213 | ||
| antgen/default.conf,sha256=NYFOp_xShbio69zA08WiGfJ6yCfVCd9I23vuvixiwrM,220 | ||
| antgen/example1.png,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/example2.png,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/mapping.conf,sha256=0zYaZfNFH_45jDz7Y-3xrS_m2qR4RTsVB9Mn9gE_bfc,2807 | ||
| antgen/requirements.txt,sha256=clHsyYiSPVNavXzmRO0lSa466ngl4x0gPFLtSLxFrRk,104 | ||
| antgen/activities/HOUSEHOLD/dry_clothes.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/HOUSEHOLD/ironing.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/HOUSEHOLD/vacuum.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/HOUSEHOLD/wash_laundry.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/KITCHEN/dishwasher.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/KITCHEN/fried_egg.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/KITCHEN/heating_lunch.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/KITCHEN/preparing_breakfast.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/KITCHEN/preparing_dinner.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/KITCHEN/refrigerator.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/LEISURE/listen_music.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/LEISURE/use_pc.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/activities/LEISURE/watch_tv.conf,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/AMPLIFIER/dev_AF6490/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/BREADCUTTER/dev_B7DF9D/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/BREADCUTTER/dev_B7DF9D/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/CDPLAYER/dev_C3E6D1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COFFEEMAKER/ECO-H1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COFFEEMAKER/ECO-H1/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COFFEEMAKER/dev_735E9D/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COFFEEMAKER/dev_735E9D/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode3,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/DISHWASHER/dev_995BAC/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/DRYER/ECO-H1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/DRYER/ECO-H1/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/DRYER/ECO-H1/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode3,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode4,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode5,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode6,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode7,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode8,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode9,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/IRON/dev_D337C2/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/IRON/dev_D337C2/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/KETTLE/ECO-H1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/KETTLE/ECO-H1/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/KETTLE/ECO-H1/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/KETTLE/ECO-H1/mode3,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/KETTLE/dev_5AE2CA/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/MICROWAVE/dev_98A0D3/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/MICROWAVE/dev_98A0D3/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/PC/Desktop_Denis/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/PC/ECO-H1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/PC/ECO-H1/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/PRINTER/dev_11F01E/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/PRINTER/dev_11F01E/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/PRINTER/dev_11F01E/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode4,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode5,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode6,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode7,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode8,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev20111228/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev20111228/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode10,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode11,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode12,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode13,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode14,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode15,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode16,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode17,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode18,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode19,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode20,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode21,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode22,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode23,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode3,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode4,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode5,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode6,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode7,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode8,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode9,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/TOASTER/dev_98ABD2/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/TOASTER/dev_98ABD2/mode1,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/TV/dev_B80E51/mode0,sha256=a3JQ0p4UmAeziqu76TUIE0NEgwarF8s9-V79z_WbXHg,8479 | ||
| antgen/appliances/TV/dev_B80E51/mode1,sha256=WO8fJkigYVDKJnPUHwpaDN70phKT5E4HnGPSBlBZ4T4,8429 | ||
| antgen/appliances/TV/dev_B80E51/mode2,sha256=alEsZDlZNMIV-nknaLlvugV8qdZXcZQlXNndekICV4g,7571 | ||
| antgen/appliances/VACUUMCLEANER/device_B7E2F8/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/WASHINGMACHINE/ECO-H1/mode2,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/WASHINGMACHINE/ECO-H1/mode3,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen/appliances/WASHINGMACHINE/_B82E27/mode0,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 | ||
| antgen-0.3.8.dist-info/METADATA,sha256=nCCKI6NUmc6ToKo0deKiRZ3aWqJLH2VjTxCH8IN6EH0,493 | ||
| antgen-0.3.8.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92 | ||
| antgen-0.3.8.dist-info/top_level.txt,sha256=lVuIG72qQlyQ93EJRsuVyiYiguJXsWRIEmfRIskw8dQ,7 | ||
| antgen-0.3.8.dist-info/RECORD,, |
| antgen |
+5
| Wheel-Version: 1.0 | ||
| Generator: bdist_wheel (0.40.0) | ||
| Root-Is-Purelib: true | ||
| Tag: py3-none-any | ||
| Metadata-Version: 1.2 | ||
| Name: antgen | ||
| Version: 0.3.7 | ||
| Summary: This tool generates synthetic macroscopic load signatures for their use in conjunction with NILM (load disaggregation) tools. | ||
| Home-page: UNKNOWN | ||
| Author: Nuno Velosa | ||
| Author-email: nunovelosa@hotmail.com | ||
| License: UNKNOWN | ||
| Description: UNKNOWN | ||
| Platform: UNKNOWN | ||
| Classifier: Programming Language :: Python :: 3 | ||
| Classifier: License :: OSI Approved :: MIT License | ||
| Classifier: Operating System :: OS Independent | ||
| Requires-Python: >=3.7 |
| README.md | ||
| pyproject.toml | ||
| setup.py | ||
| antgen/ActivityModel.py | ||
| antgen/ApplianceModel.py | ||
| antgen/LICENSE | ||
| antgen/LoadModelComponents.py | ||
| antgen/Tools.py | ||
| antgen/UserModel.py | ||
| antgen/__init__.py | ||
| antgen/antgen.py | ||
| antgen/default.conf | ||
| antgen/example1.png | ||
| antgen/example2.png | ||
| antgen/mapping.conf | ||
| antgen/requirements.txt | ||
| antgen.egg-info/PKG-INFO | ||
| antgen.egg-info/SOURCES.txt | ||
| antgen.egg-info/dependency_links.txt | ||
| antgen.egg-info/top_level.txt | ||
| antgen/activities/HOUSEHOLD/dry_clothes.conf | ||
| antgen/activities/HOUSEHOLD/ironing.conf | ||
| antgen/activities/HOUSEHOLD/vacuum.conf | ||
| antgen/activities/HOUSEHOLD/wash_laundry.conf | ||
| antgen/activities/KITCHEN/dishwasher.conf | ||
| antgen/activities/KITCHEN/fried_egg.conf | ||
| antgen/activities/KITCHEN/heating_lunch.conf | ||
| antgen/activities/KITCHEN/preparing_breakfast.conf | ||
| antgen/activities/KITCHEN/preparing_dinner.conf | ||
| antgen/activities/KITCHEN/refrigerator.conf | ||
| antgen/activities/LEISURE/listen_music.conf | ||
| antgen/activities/LEISURE/use_pc.conf | ||
| antgen/activities/LEISURE/watch_tv.conf | ||
| antgen/appliances/AMPLIFIER/dev_AF6490/mode0 | ||
| antgen/appliances/BREADCUTTER/dev_B7DF9D/mode0 | ||
| antgen/appliances/BREADCUTTER/dev_B7DF9D/mode1 | ||
| antgen/appliances/CDPLAYER/dev_C3E6D1/mode0 | ||
| antgen/appliances/COFFEEMAKER/ECO-H1/mode0 | ||
| antgen/appliances/COFFEEMAKER/ECO-H1/mode1 | ||
| antgen/appliances/COFFEEMAKER/dev_735E9D/mode0 | ||
| antgen/appliances/COFFEEMAKER/dev_735E9D/mode1 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode0 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode1 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode2 | ||
| antgen/appliances/COOKINGSTOVE/dev_D33097/mode3 | ||
| antgen/appliances/DISHWASHER/dev_995BAC/mode0 | ||
| antgen/appliances/DRYER/ECO-H1/mode0 | ||
| antgen/appliances/DRYER/ECO-H1/mode1 | ||
| antgen/appliances/DRYER/ECO-H1/mode2 | ||
| antgen/appliances/FREEZER/ECO-H1/mode0 | ||
| antgen/appliances/FREEZER/ECO-H1/mode1 | ||
| antgen/appliances/FREEZER/ECO-H1/mode2 | ||
| antgen/appliances/FREEZER/ECO-H1/mode3 | ||
| antgen/appliances/FREEZER/ECO-H1/mode4 | ||
| antgen/appliances/FREEZER/ECO-H1/mode5 | ||
| antgen/appliances/FREEZER/ECO-H1/mode6 | ||
| antgen/appliances/FREEZER/ECO-H1/mode7 | ||
| antgen/appliances/FREEZER/ECO-H1/mode8 | ||
| antgen/appliances/FREEZER/ECO-H1/mode9 | ||
| antgen/appliances/IRON/dev_D337C2/mode0 | ||
| antgen/appliances/IRON/dev_D337C2/mode1 | ||
| antgen/appliances/KETTLE/ECO-H1/mode0 | ||
| antgen/appliances/KETTLE/ECO-H1/mode1 | ||
| antgen/appliances/KETTLE/ECO-H1/mode2 | ||
| antgen/appliances/KETTLE/ECO-H1/mode3 | ||
| antgen/appliances/KETTLE/dev_5AE2CA/mode0 | ||
| antgen/appliances/MICROWAVE/dev_98A0D3/mode0 | ||
| antgen/appliances/MICROWAVE/dev_98A0D3/mode1 | ||
| antgen/appliances/PC/Desktop_Denis/mode0 | ||
| antgen/appliances/PC/ECO-H1/mode0 | ||
| antgen/appliances/PC/ECO-H1/mode1 | ||
| antgen/appliances/PRINTER/dev_11F01E/mode0 | ||
| antgen/appliances/PRINTER/dev_11F01E/mode1 | ||
| antgen/appliances/PRINTER/dev_11F01E/mode2 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode0 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode1 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode4 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode5 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode6 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode7 | ||
| antgen/appliances/REFRIGERATOR/ECO-H1/mode8 | ||
| antgen/appliances/REFRIGERATOR/dev20111228/mode0 | ||
| antgen/appliances/REFRIGERATOR/dev20111228/mode1 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode0 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode1 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode10 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode11 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode12 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode13 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode14 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode15 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode16 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode17 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode18 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode19 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode2 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode20 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode21 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode22 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode23 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode3 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode4 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode5 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode6 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode7 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode8 | ||
| antgen/appliances/REFRIGERATOR/dev_76C07F/mode9 | ||
| antgen/appliances/TOASTER/dev_98ABD2/mode0 | ||
| antgen/appliances/TOASTER/dev_98ABD2/mode1 | ||
| antgen/appliances/TV/dev_B80E51/mode0 | ||
| antgen/appliances/TV/dev_B80E51/mode1 | ||
| antgen/appliances/TV/dev_B80E51/mode2 | ||
| antgen/appliances/VACUUMCLEANER/device_B7E2F8/mode0 | ||
| antgen/appliances/WASHINGMACHINE/ECO-H1/mode2 | ||
| antgen/appliances/WASHINGMACHINE/ECO-H1/mode3 | ||
| antgen/appliances/WASHINGMACHINE/_B82E27/mode0 |
| antgen |
-14
| Metadata-Version: 1.2 | ||
| Name: antgen | ||
| Version: 0.3.7 | ||
| Summary: This tool generates synthetic macroscopic load signatures for their use in conjunction with NILM (load disaggregation) tools. | ||
| Home-page: UNKNOWN | ||
| Author: Nuno Velosa | ||
| Author-email: nunovelosa@hotmail.com | ||
| License: UNKNOWN | ||
| Description: UNKNOWN | ||
| Platform: UNKNOWN | ||
| Classifier: Programming Language :: Python :: 3 | ||
| Classifier: License :: OSI Approved :: MIT License | ||
| Classifier: Operating System :: OS Independent | ||
| Requires-Python: >=3.7 |
| [build-system] | ||
| requires = ["hatchling"] | ||
| build-backend = "hatchling.build" | ||
| [project] | ||
| name = "antgen" | ||
| version = "0.3.7" | ||
| authors = [ | ||
| { name="Nuno Velosa", email="nunovelosa@hotmail.com" }, | ||
| ] | ||
| description = "This tool generates synthetic macroscopic load signatures for their use in conjunction with NILM (load disaggregation) tools." | ||
| readme = "README.md" | ||
| requires-python = ">=3.7" | ||
| classifiers = [ | ||
| "Programming Language :: Python :: 3", | ||
| "License :: OSI Approved :: MIT License", | ||
| "Operating System :: OS Independent", | ||
| ] | ||
| [project.urls] | ||
| "Homepage" = "https://gitlab.com/nunovelosa/antgen" | ||
| "Bug Tracker" = "https://gitlab.com/nunovelosa/antgen/issues" |
-347
| # ANTgen - the AMBAL-based NILM Trace generator | ||
| This tool generates synthetic macroscopic load signatures for their use in conjunction | ||
| with NILM (load disaggregation) tools. By default, it runs in scripted mode (i.e., with | ||
| no graphical user interface) and processes an input configuration file into a set of CSV | ||
| output files containing power consumption values and the timestamps of their occurrence, | ||
| as well as a file summarizing the events that have occurred during the simulation). | ||
| If you find this tool useful and use it (or parts of it), we ask you to cite the following work in your publications: | ||
| ```bibtex | ||
| @inproceedings{reinhardt20benchmarking, | ||
| author = {Andreas Reinhardt and Christoph Klemenjak}, | ||
| title = {How does Load Disaggregation Performance Depend on Data Characteristics? Insights from a Benchmarking Study}, | ||
| booktitle = {Proceedings of the 11th ACM International Conference on Future Energy Systems (e-Energy)}, | ||
| year = {2020} | ||
| } | ||
| ``` | ||
| ## Requirements | ||
| ANTgen relies on a small number of Python libraries to fully function. Install them by typing: | ||
| ```bash | ||
| pip3 install -r requirements.txt | ||
| ``` | ||
| Note: On Windows systems without a C/C++ compiler suite installed, the installation of package requirements may fail, | ||
| reporting that the "Microsoft Visual C++ Build Tools" are missing. To continue, [download and install | ||
| them](https://visualstudio.microsoft.com/visual-cpp-build-tools/), then re-run the above command. | ||
| ANTgen can show an overview plot of its generated data if `matplotlib` is installed. | ||
| So unless you plan to use ANTgen to create data on a headless server, we recommend the installation | ||
| of this library as well. | ||
| ```bash | ||
| pip3 install matplotlib # (optional, install only if you want to see your data plotted) | ||
| ``` | ||
| ## Usage | ||
| ```bash | ||
| python3 antgen.py [-o DESTINATION] [-w] [-s SEED] [-a] [-m MAPFILE] | ||
| [-d DAYS] [-n NOISECONFIG] [-v] [-p] configfile | ||
| ``` | ||
| Mandatory argument: | ||
| * `configfile`: The configuration file to process (see next section for format) | ||
| Optional arguments: | ||
| * `-o <dir>` specifies the folder in which the output files shall be saved (`output/` by default) | ||
| * `-w` overwrite output files if they already exist | ||
| * `-s <123123123>` define the seed value for the random number generator | ||
| * `-a` randomly pick an appliance model each time the appliance is being operated (if unset, all operations of appliances of the same type will be exact replicas of each other) | ||
| * `-m <mapping.conf>` defines the mappings between appliances types and their AMBAL models (can be overwritten individually in the `[devices]` section of the configuration file) | ||
| * `-n <C123>` defines if noise shall be added to the aggregate signal. One letter (`C`=constant, `G`=Gaussian) followed by the amplitude in Watt | ||
| * `-d <123>` overrides the number of days for which to generate data (can also be given in the `[GENERAL]` section of the configuration file) | ||
| * `-p` opens a graphical interface to plot the resulting traces after their generation (requires `matplotlib`) | ||
| * `-v` makes ANTgen verbose and outputs more status information | ||
| ## Configuration | ||
| All ANTgen configuration files are expected to be present in TOML format. | ||
| The core configuration file must feature at least the sections `[GENERAL]` and `[users]`. | ||
| Optionally, specific appliance models to be used can be placed in the `[devices]` section. | ||
| If `[devices]` is not part of the configuration file, a fallback mapping between | ||
| appliance names and the corresponding model dictionary must be provided by means | ||
| of the `-m` option, such as `-m mapping.conf`. This mapping file must contain a section | ||
| named `[devices]` to be processed correctly. | ||
| * In the `[GENERAL]` section, the configuration needs to be provided with a `name` and | ||
| the number of `days` for which data shall be generated. Optionally, the `seed` | ||
| value for the random number generator can be specified to ensure a repeatable | ||
| trace generation. When no seed is provided, the random number generator will | ||
| initialize itself based on the current system time. If the number of days is neither | ||
| specified here nor on the command line (using `-d`), ANTgen will generate one day | ||
| worth of data only. | ||
| * The `[users]` section contains key-value pairs of user handles (only used for debugging) | ||
| and the corresponding user models (see next section for details). In order to allow | ||
| household base loads (refrigerator, etc) to run unattended, they should be added | ||
| as another (virtual) user, e.g., `Home`. | ||
| * An (optional) `[devices]` section can be added to list the appliance model *directories* to | ||
| consider, indexed by the **capitalized** appliance type. It is crucial to keep | ||
| the structure of the path intact, i.e., use exactly two levels of hierarchy, with | ||
| the first-level subdirectory indicating the type of modeled appliance, and | ||
| the second-level subdirectory referring to the individual handle from which | ||
| the data was extracted. The keys for each entry must be upper-case and reflect | ||
| the type of appliance that is being referred to. All AMBAL models must be located | ||
| in the `appliances/` subdirectory. | ||
| An example configuration is shown as follows: | ||
| ``` | ||
| [GENERAL] | ||
| name = Sample configuration | ||
| days = 4 | ||
| seed = 12345 | ||
| [users] | ||
| Home = baseload.conf | ||
| Jack = STUDENT/student_simple.conf | ||
| [devices] | ||
| COOKINGSTOVE = COOKINGSTOVE/dev_D33097 | ||
| TV = TV/dev_B80E51 | ||
| ``` | ||
| This configuration file will create synthetic load signature data for four days, seeding | ||
| the random number generator with the value 12345. There are two users in the generated data, | ||
| one going by the handle "Jack" and following the daily routines specified in `users/STUDENT/student_simple.conf`. | ||
| The second "user" is present to model the household base load, as defined in `users/baseload.conf`. | ||
| ## Users | ||
| To create realistic models, ANTgen relies on user models. All user models are stored in | ||
| the `users/` subdirectory, or subdirectories thereof. User models are stored in TOML | ||
| format, and must feature the `[GENERAL]` and `[presence]` sections, as well as one section | ||
| for each user activity that should be modeled (these ones must start with the string | ||
| `activity_`). | ||
| * In the `[GENERAL]` section, the user model must be provided with a `name`, which is | ||
| also reflected in the graphical user interface and the per-user power consumption output | ||
| file. | ||
| * The `[presence]` section contains key-value pairs of weekdays ("monday" through "sunday"; | ||
| all in lower-case) and and the corresponding presence times. Times are specified in | ||
| 24hr notation (from 00:00-24:00); multiple time ranges can be concatenated using commas. | ||
| These time frames indicate when a user can start/perform an activity. | ||
| * All activity sections must start with the `activity_` tag, followed by a unique | ||
| identifier (hint: this makes it easy to remove an activity temporarily by making it an | ||
| `inactivity_`). User activities are modeled separately (see below); the link between is | ||
| created by specifying the file name of the activity configuration using the `model` entry. | ||
| The `daily_runs` value states the average number of repetitions of this activity | ||
| throughout each day. There is no guarantee the activity will be scheduled *exactly* this | ||
| often during each simulated day. Lastly, activity occurrences can be time-limited by | ||
| specifying the hours during which the activity can take place for each day of the week, | ||
| using the same notation as for the `presence` tag above. | ||
| An example user model is shown as follows: | ||
| ``` | ||
| [GENERAL] | ||
| name = Lucas Lazybone | ||
| [presence] | ||
| monday = 00:00-08:30, 14:00-24:00 | ||
| sunday = 00:00-24:00 | ||
| [activity_breakfast] | ||
| model = KITCHEN/cooking_quick.conf | ||
| daily_runs = 1 | ||
| monday = 07:30-08:15 | ||
| sunday = 08:30-09:15 | ||
| ``` | ||
| This configuration models a user who is only at home on mondays and sundays, and cooks | ||
| breakfast once on both days at some (randomly determined) time in the specified time intervals. | ||
| ## Activities | ||
| Activities are modeled as state machines, to be executed by the users. All activity | ||
| models must be stored in the `activities/ ` subdirectory, or subdirectories thereof. | ||
| Activity models also use the TOML format. | ||
| As follows, find some notes on the used nomenclature and some general guidelines | ||
| for activity definitions: | ||
| 1. The only entry the `[GENERAL]` section of each activity model must contain is the | ||
| `name` field. Enter a descriptive name of the activity, which will also constitute | ||
| the corresponding file name for the power data when written to an output file. | ||
| 2. Specify the types of appliances the activity requires in the `[devices]` section. The tool | ||
| will try to find matches for all entries listed there, so any unused leftover entries | ||
| can make the synthesis fail. Use unique numeric keys for listing the devices required. They | ||
| will be later referred to in the state machine (see below). | ||
| 3. Activities are modeled in the form of state machines. Each operational state is | ||
| specified in the `[sequence]` table. | ||
| All states must be assigned a numeric identifier (the state machine starts in state `0`) and | ||
| require the specification of the following fields, which are entered in the | ||
| form of a comma-separated list: | ||
| - A short name (primarily for debugging purposes) | ||
| - The minimum and maximum duration (use '0' to fall back to the underlying appliance | ||
| model's default value). If a value greater than 0 is provided, the underlying appliance's activity | ||
| will be scaled linearly in time, i.e., the durations of all its elements will be | ||
| stretched/compressed to meet the requested overall duration. | ||
| - A flag whether the user must be present for a particular state to take place. This | ||
| ensures that an activity is only scheduled when the user is actually at home when needed. | ||
| - A flag whether the state must run to completion before the state machine will progress | ||
| to the next step. If this value is set to 'false', a delay of just 5-10 seconds is introduced | ||
| before moving on to the next state, and the appliance continues to operate in the background. | ||
| - The ID of the device to operate in this state (as per the key specified in the | ||
| `[devices]` section of the activity configuration file). | ||
| - The next state(s) into which the appliance operation can move, as well as the probability | ||
| of the transition there. The state machine will advance into state A with the probability | ||
| specified, and into the state B with the converse probability. Using the same value for states A | ||
| and B, or a probability of 1.0 effectively makes this a linear flow with no variation possible. | ||
| Referring to an undefined state in the state machine will terminate the state machine's flow. | ||
| The state model representation also allows for unattended operation of devices (simply set | ||
| the flag whether it involves the user to false). Similarly, states that involve the user but no appliance (e.g. | ||
| eating) can be modeled by setting the appliance ID to an undefined value (e.g., 0), but specifing a non-zero duration. | ||
| There is no need to add a "start" state, yet an initial state with a duration of 0 seconds | ||
| can be added for the sake of better readability. Likewise, a state relying on an undefined | ||
| appliance (e.g., '0') with non-zero duration can act as a delay in-between states. | ||
| An example activity model for vacuuming the apartment is shown as follows. It assigns ID 1 to the | ||
| VACUUMCLEANER appliance, and runs this appliance as long (or short) as stored in the appliance model. | ||
| The user must be present both during the start of the activity (`involves_user`) as well as throughout | ||
| its operation (`run_to_completion`). After one room has been vaccumed, the user rests for 5-10 minutes, | ||
| before vacuuming another room (at 20% probability) or stopping the activity (at 80% probability). | ||
| ``` | ||
| [GENERAL] | ||
| name = vacuuming | ||
| [devices] | ||
| 1=VACUUMCLEANER | ||
| [sequence] | ||
| # state ID, min_dur, max_dur, involves_user, run_to_completion, dev, prob_for_a, state_a, state_b | ||
| 0=vacuum, 0, 0, true, true, 1, 1.0, 1, 1 | ||
| 1=rest, 300, 600, true, true, 0, 0.2, 0, 2 | ||
| ``` | ||
| ## Appliance models | ||
| ANTgen uses the AMBAL format for its appliance models (i.e., XML files). A sample set | ||
| of models is provided in the `appliances/` subdirectory of this repository. | ||
| Newly extracted models can simply be copied into this directory. | ||
| ## User interface | ||
| When executed with the `-p` option, a graphical user interface is brought up after the | ||
| trace generation has completed. The user interface shows traces for total power demand | ||
| as well as the demand of power per user, power per activity, and power per appliance. | ||
| To use this feature, the `matplotlib` library must be installed. | ||
| By clicking on the colored lines in the legend boxes (*not* their textual labels), | ||
| the visibility of individual traces can be toggled from the view. | ||
| ## Getting started with a little example | ||
| The distribution of ANTgen ships with a few user, activity, and appliance models. | ||
| Run the following command to create a synthetic trace for one user and a constantly | ||
| running refrigerator, for the duration of 10 days. | ||
| ```bash | ||
| python3 antgen.py -m mapping.conf default.conf | ||
| ``` | ||
| During its execution, ANTgen will output some logging information, an excerpt | ||
| of which is shown as follows. Most of it should be self-explanatory. | ||
| ``` | ||
| root [I] ANTgen started using 'default.conf' on 14-05-2020 at 14:16:25 | ||
| root [I] Output files will be stored in ./output | ||
| ... | ||
| UserModel [I] User model successfully created for 'Household base load' (1 activity) | ||
| UserModel [I] User model successfully created for 'Grumpy Grandma' (5 activities) | ||
| root [I] ******************************************************************************** | ||
| ... | ||
| UserModel [I] First weekdaynature(s) for activity 1/1 (fridge) for 10 days... | ||
| ActivityModel [I] Synthesis of 'fridge operation' done: 241 scheduled, 5 didn't fit | ||
| UserModel [I] Generating load signature(s) for activity 1/5 (vacuum) for 10 days... | ||
| ActivityModel [I] Synthesis of 'vacuuming' done: 8 runs scheduled | ||
| UserModel [I] Generating load signature(s) for activity 2/5 (dishwashing) for 10 days... | ||
| ActivityModel [I] Synthesis of 'dishwasher operation' done: 1 runs scheduled | ||
| UserModel [I] Generating load signature(s) for activity 3/5 (tv) for 10 days... | ||
| ActivityModel [I] Synthesis of 'watching TV' done: 13 runs scheduled | ||
| UserModel [I] Generating load signature(s) for activity 4/5 (ironing) for 10 days... | ||
| ActivityModel [I] Synthesis of 'ironing clothes' done: 4 runs scheduled | ||
| UserModel [I] Generating load signature(s) for activity 5/5 (laundry) for 10 days... | ||
| ActivityModel [I] Synthesis of 'washing a load of laundry' done: 3 runs scheduled | ||
| root [I] Synthesis completed in 30.926 seconds | ||
| ... | ||
| root [I] ******************************************************************************** | ||
| root [I] Trace duration (days) : 10 | ||
| root [I] First weekday : friday | ||
| root [I] # active devices : 12 | ||
| root [I] # appliance operations : 553 | ||
| root [I] --------------------------------------- | ||
| root [I] VACUUMCLEANER #runs : 8 | ||
| root [I] WASHINGMACHINE #runs : 3 | ||
| root [I] IRON #runs : 4 | ||
| root [I] REFRIGERATOR #runs : 241 | ||
| root [I] DISHWASHER #runs : 1 | ||
| root [I] TV #runs : 26 | ||
| root [I] --------------------------------------- | ||
| root [I] Max. appl. concurrency : 2 | ||
| root [I] Random seed : 1234567890 | ||
| root [I] Added noise : none | ||
| ``` | ||
| If you have `matplotlib` installed, ANTgen can also provide a plot of the synthesis results. | ||
| Simply invoke it with `-p` on the command line: | ||
| ```bash | ||
| python3 antgen.py -m mapping.conf -p default.conf | ||
| ``` | ||
|  | ||
| ANTgen features two ways to make the output data a little harder to disaggregate. | ||
| First, adding noise to the aggregate signal is possible by invoking ANTgen with the | ||
| `-n` option. For example, `-n G200` will add 200 Watts of Gaussian noise (with | ||
| a standard deviation of one tenth of the amplitude, i.e., 20W) to the aggregate signal. | ||
| Second, you can use the `-a` switch to alternate the used appliance model for each activity. | ||
| While all refrigerator cycles followed the exact same power consumption pattern in above | ||
| diagram, a random model for the given appliance will be selected in this case (from the directory | ||
| `appliances/REFRIGERATOR/dev20111228/`) for each operation of the refrigerator. | ||
| ```bash | ||
| python3 antgen.py -m mapping.conf -n G200 -a -d5 -p default.conf | ||
| ``` | ||
|  | ||
| Other configuration files (including the ones that were used to create the synthetic data for | ||
| the aforementioned ACM e-Energy 2020 publication) are located in the `testcases/` directory. | ||
| ## Copyright notice | ||
| Copyright (C) 2019-2020 Andreas Reinhardt <reinhardt@ieee.org>, TU Clausthal | ||
| Permission is hereby granted, free of charge, to any person obtaining a copy | ||
| of this software and associated documentation files (the "Software"), to deal | ||
| in the Software without restriction, including without limitation the rights | ||
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
| copies of the Software, and to permit persons to whom the Software is | ||
| furnished to do so, subject to the following conditions: | ||
| The above copyright notice and this permission notice shall be included in all | ||
| copies or substantial portions of the Software. | ||
| THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
| IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
| FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
| AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
| LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
| OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
| SOFTWARE. | ||
| [egg_info] | ||
| tag_build = | ||
| tag_date = 0 | ||
-17
| from setuptools import setup, find_packages | ||
| setup( | ||
| name='antgen', | ||
| version='0.3.7', | ||
| author='Nuno Velosa', | ||
| author_email='nunovelosa@hotmail.com', | ||
| description='This tool generates synthetic macroscopic load signatures for their use in conjunction with NILM (load disaggregation) tools.', | ||
| packages=find_packages(), | ||
| classifiers=[ | ||
| "Programming Language :: Python :: 3", | ||
| "License :: OSI Approved :: MIT License", | ||
| "Operating System :: OS Independent", | ||
| ], | ||
| python_requires='>=3.7', | ||
| # Non-python files to include in pypi | ||
| package_data={'': ['*', '*/*', '*/*/*', '*/*/*/*', '*/*/*/*/*', '*/*/*/*/*/*']}, | ||
| ) |
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Worsened metrics
- Total package byte prevSize
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