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Add metadata interface #17

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167 changes: 167 additions & 0 deletions metadata_interface/.ipynb_checkpoints/Fine-grained_metadata_interface-checkpoint.ipynb
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16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Explainability/a_output_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "0ba80a99-8cad-4ece-aff9-332ec8e7f1ef",
"org.label-schema.build-container_name": "output_oklahoma.sif",
"org.label-schema.build-date": "2021-09-11 04:34:17 -0400 EDT"
},
{"Record trail": {
"Container_name":["output_oklahoma.sif","visualization.sif","predictions_oklahoma.sif"],
"UUID":["0ba80a99-8cad-4ece-aff9-332ec8e7f1ef","66752397-25bc-4fb6-aa8d-f0426d4f045d","24d4798f-7669-434a-8f88-dd01f9d86229"],
"Creation_time":["2021-09-11T04:34:17-04:00","2021-09-11T04:29:08-04:00","2021-09-09T13:40:06-04:00"],
"Modification_time":["2021-09-11T04:34:17-04:00","2021-09-11T04:29:08-04:00","2021-09-09T13:40:08-04:00"]
}
},
{"Command_line":"exec python3 visualization.py Predictions/predictions_oklahoma.csv Output/out_oklahoma.png 0.175 0.35"
}
]
17 changes: 17 additions & 0 deletions metadata_interface/Examples_of_metadata/Explainability/a_predictions_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "24d4798f-7669-434a-8f88-dd01f9d86229",
"org.label-schema.build-container_name": "predictions_oklahoma.sif",
"org.label-schema.build-date": "2021-09-09 13:40:06 -0400 EDT"
},
{"Record trail": {
"Container_name":["predictions_oklahoma.sif","knn.sif","train_27km.sif","eval_250m.sif"],
"UUID":["24d4798f-7669-434a-8f88-dd01f9d86229", "f3edaf15-d37d-4abd-a7a6-9dd5bbc527b7", "641e1a52-7757-42f2-85c5-fb4f9b4c2cfc", "38aa530a-fa24-4807-969d-b5a4e40c7cb6"],
"Creation_time":["2021-09-09T13:40:06-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:02-04:00"],
"Modification_time":["2021-09-09T13:40:06-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:03-04:00"]
}
},
{"Command_line":"exec python3 knn.py Train/train.csv Eval/eval_250m.csv Predictions/predictions_oklahoma.csv"
}
]

16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Explainability/b_output_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "3dfb182b-7fdc-4d6f-9348-8477c6e77f3e",
"org.label-schema.build-container_name": "output_oklahoma.sif",
"org.label-schema.build-date": "2021-09-11 06:08:37 -0400 EDT"
},
{"Record trail": {
"Container_name":["output_oklahoma.sif","visualization.sif","predictions_oklahoma.sif"],
"UUID":["3dfb182b-7fdc-4d6f-9348-8477c6e77f3e","66752397-25bc-4fb6-aa8d-f0426d4f045d","52bf0ba4-0812-43c7-bee9-876d90abb49c"],
"Creation_time":["2021-09-11T06:08:37-04:00","2021-09-11T04:29:08-04:00","2021-09-09T22:37:47-04:00"],
"Modification_time":["2021-09-11T06:08:37-04:00","2021-09-11T04:29:08-04:00","2021-09-09T22:37:50-04:00"]
}
},
{"Command_line":"exec python3 visualization.py Predictions/predictions_oklahoma.csv Output/out_oklahoma.png 0.175 0.35"
}
]
17 changes: 17 additions & 0 deletions metadata_interface/Examples_of_metadata/Explainability/b_predictions_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "52bf0ba4-0812-43c7-bee9-876d90abb49c",
"org.label-schema.build-container_name": "predictions_oklahoma.sif",
"org.label-schema.build-date": "2021-09-09 22:37:47 -0400 EDT"
},
{"Record trail": {
"Container_name":["predictions_oklahoma.sif","rf.sif","train_27km.sif","eval_250m.sif"],
"UUID":["52bf0ba4-0812-43c7-bee9-876d90abb49c", "bc9bb5be-bd6f-42f6-b8ae-1556c5c042b9", "641e1a52-7757-42f2-85c5-fb4f9b4c2cfc", "38aa530a-fa24-4807-969d-b5a4e40c7cb6"],
"Creation_time":["2021-09-09T22:37:47-04:00","2021-09-09T21:08:55-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:02-04:00"],
"Modification_time":["2021-09-09T22:37:48-04:00","2021-09-09T21:08:55-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:03-04:00"]
}
},
{"Command_line":"exec python3 rf.py Train/train.csv Eval/eval_250m.csv Predictions/predictions_oklahoma.csv"
}
]

16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Explainability/c_output_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "da671285-f40c-4ed7-ab82-527a7fb6309a",
"org.label-schema.build-container_name": "output_oklahoma.sif",
"org.label-schema.build-date": "2021-09-11 06:19:46 -0400 EDT"
},
{"Record trail": {
"Container_name":["output_oklahoma.sif","visualization.sif","predictions_oklahoma.sif"],
"UUID":["da671285-f40c-4ed7-ab82-527a7fb6309a","66752397-25bc-4fb6-aa8d-f0426d4f045d","54b39d78-d002-4efb-a64c-1283b0727300"],
"Creation_time":["2021-09-11T06:08:37-04:00","2021-09-11T04:29:08-04:00","2021-09-08T08:22:50-04:00"],
"Modification_time":["2021-09-11T06:08:37-04:00","2021-09-11T04:29:08-04:00","2021-09-08T08:22:52-04:00"]
}
},
{"Command_line":"exec python3 visualization.py Predictions/predictions_oklahoma.csv Output/out_oklahoma.png 0.175 0.35"
}
]
17 changes: 17 additions & 0 deletions metadata_interface/Examples_of_metadata/Explainability/c_predictions_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "54b39d78-d002-4efb-a64c-1283b0727300",
"org.label-schema.build-container_name": "predictions_oklahoma.sif",
"org.label-schema.build-date": "2021-09-09 22:37:47 -0400 EDT"
},
{"Record trail": {
"Container_name":["predictions_oklahoma.sif","sbm.sif","train_27km.sif","eval_250m.sif"],
"UUID":["54b39d78-d002-4efb-a64c-1283b0727300", "3805c76b-a805-49fa-970b-09a489e4f13e", "641e1a52-7757-42f2-85c5-fb4f9b4c2cfc", "38aa530a-fa24-4807-969d-b5a4e40c7cb6"],
"Creation_time":["2021-09-09T22:37:47-04:00","2021-09-07T10:34:56-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:02-04:00"],
"Modification_time":["2021-09-09T22:37:48-04:00","2021-09-07T10:34:56-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:03-04:00"]
}
},
{"Command_line":"exec python3 sbm.py Train/train.csv Eval/eval_250m.csv Predictions/predictions_oklahoma.csv"
}
]

16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Traceability/a_output_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "3b41ccde-7997-4713-b3f5-123188975427",
"org.label-schema.build-container_name": "output_oklahoma.sif",
"org.label-schema.build-date": "2021-09-11 04:29:25 -0400 EDT"
},
{"Record trail": {
"Container_name":["output_oklahoma.sif","visualization.sif","predictions_oklahoma.sif"],
"UUID":["3b41ccde-7997-4713-b3f5-123188975427","66752397-25bc-4fb6-aa8d-f0426d4f045d","a5a7a0df-39b2-4822-bc4a-b9d54406b7ae"],
"Creation_time":["2021-09-11T04:29:25-04:00","2021-09-11T04:29:08-04:00","2021-09-09T12:48:57-04:00"],
"Modification_time":["2021-09-11T04:29:25-04:00","2021-09-11T04:29:08-04:00","2021-09-09T12:48:57-04:00"]
}
},
{"Command_line":"exec python3 visualization.py Predictions/predictions_oklahoma.csv Output/out_oklahoma.png 0.175 0.35"
}
]
17 changes: 17 additions & 0 deletions metadata_interface/Examples_of_metadata/Traceability/a_predictions_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "a5a7a0df-39b2-4822-bc4a-b9d54406b7ae",
"org.label-schema.build-container_name": "predictions_oklahoma.sif",
"org.label-schema.build-date": "2021-09-09 13:40:06 -0400 EDT"
},
{"Record trail": {
"Container_name":["predictions_oklahoma.sif","knn.sif","train_27km.sif","eval_1km.sif"],
"UUID":["a5a7a0df-39b2-4822-bc4a-b9d54406b7ae", "f3edaf15-d37d-4abd-a7a6-9dd5bbc527b7", "641e1a52-7757-42f2-85c5-fb4f9b4c2cfc", "cf2089ac-f3c0-493a-b646-16fdeb0c5f1e"],
"Creation_time":["2021-09-09T13:40:06-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:02-04:00"],
"Modification_time":["2021-09-09T13:40:06-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:03-04:00"]
}
},
{"Command_line":"exec python3 knn.py Train/train.csv Eval/eval_1km.csv Predictions/predictions_oklahoma.csv"
}
]

16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Traceability/b_output_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "0ba80a99-8cad-4ece-aff9-332ec8e7f1ef",
"org.label-schema.build-container_name": "output_oklahoma.sif",
"org.label-schema.build-date": "2021-09-11 04:34:17 -0400 EDT"
},
{"Record trail": {
"Container_name":["output_oklahoma.sif","visualization.sif","predictions_oklahoma.sif"],
"UUID":["0ba80a99-8cad-4ece-aff9-332ec8e7f1ef","66752397-25bc-4fb6-aa8d-f0426d4f045d","24d4798f-7669-434a-8f88-dd01f9d86229"],
"Creation_time":["2021-09-11T04:34:17-04:00","2021-09-11T04:29:08-04:00","2021-09-09T13:40:06-04:00"],
"Modification_time":["2021-09-11T04:34:17-04:00","2021-09-11T04:29:08-04:00","2021-09-09T13:40:08-04:00"]
}
},
{"Command_line":"exec python3 visualization.py Predictions/predictions_oklahoma.csv Output/out_oklahoma.png 0.175 0.35"
}
]
17 changes: 17 additions & 0 deletions metadata_interface/Examples_of_metadata/Traceability/b_predictions_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "24d4798f-7669-434a-8f88-dd01f9d86229",
"org.label-schema.build-container_name": "predictions_oklahoma.sif",
"org.label-schema.build-date": "2021-09-09 13:40:06 -0400 EDT"
},
{"Record trail": {
"Container_name":["predictions_oklahoma.sif","knn.sif","train_27km.sif","eval_250m.sif"],
"UUID":["24d4798f-7669-434a-8f88-dd01f9d86229", "f3edaf15-d37d-4abd-a7a6-9dd5bbc527b7", "641e1a52-7757-42f2-85c5-fb4f9b4c2cfc", "38aa530a-fa24-4807-969d-b5a4e40c7cb6"],
"Creation_time":["2021-09-09T13:40:06-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:02-04:00"],
"Modification_time":["2021-09-09T13:40:06-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T13:40:03-04:00"]
}
},
{"Command_line":"exec python3 knn.py Train/train.csv Eval/eval_250m.csv Predictions/predictions_oklahoma.csv"
}
]

16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Traceability/c_output_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "819a32ee-d74c-4c42-979b-dce8aa7320c3",
"org.label-schema.build-container_name": "output_oklahoma.sif",
"org.label-schema.build-date": "2021-09-11 04:51:12 -0400 EDT"
},
{"Record trail": {
"Container_name":["output_oklahoma.sif","visualization.sif","predictions_oklahoma.sif"],
"UUID":["819a32ee-d74c-4c42-979b-dce8aa7320c3","66752397-25bc-4fb6-aa8d-f0426d4f045d","b82baffb-c1dc-48fe-9c14-61239fb03292"],
"Creation_time":["2021-09-11T04:51:12-04:00","2021-09-11T04:29:08-04:00","2021-09-09T17:39:22-04:00"],
"Modification_time":["2021-09-11T04:51:12-04:00","2021-09-11T04:29:08-04:00","2021-09-09T17:39:31-04:00"]
}
},
{"Command_line":"exec python3 visualization.py Predictions/predictions_oklahoma.csv Output/out_oklahoma.png 0.175 0.35"
}
]
16 changes: 16 additions & 0 deletions metadata_interface/Examples_of_metadata/Traceability/c_predictions_oklahoma.json
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[
{
"org.label-schema.build-container_uuid": "b82baffb-c1dc-48fe-9c14-61239fb03292",
"org.label-schema.build-container_name": "predictions_oklahoma.sif",
"org.label-schema.build-date": "2021-09-09 17:39:22 -0400 EDT"
},
{"Record trail": {
"Container_name":["predictions_oklahoma.sif","knn.sif","train_27km.sif","eval_90m.sif"],
"UUID":["b82baffb-c1dc-48fe-9c14-61239fb03292", "f3edaf15-d37d-4abd-a7a6-9dd5bbc527b7", "641e1a52-7757-42f2-85c5-fb4f9b4c2cfc", "0b22b5d9-3914-429b-abfc-b3a239e96a95"],
"Creation_time":["2021-09-09T17:39:22-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T17:39:04-04:00"],
"Modification_time":["2021-09-09T17:39:25-04:00","2021-09-01T12:14:54-04:00","2021-09-01T12:07:26-04:00","2021-09-09T17:39:25-04:00"]
}
},
{"Command_line":"exec python3 knn.py Train/train.csv Eval/eval_90m.csv Predictions/predictions_oklahoma.csv"
}
]
Binary file added metadata_interface/Figures_IPDPS_paper/explainability_output.png
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232 changes: 232 additions & 0 deletions metadata_interface/Fine-grained_metadata_interface.ipynb
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