WARNING: base_log_dir is deprecated. Please, change it to log_dir.
------ Launching COMPSs application ------
PROVENANCE | Setting YAML to 'ro-crate-info.yaml' by default
PROVENANCE | Setting 'output_profile' to 'App_Profile.json' by default
PROVENANCE | Setting 'graph' to 'true' by default
[ INFO ] Inferred PYTHON language
[ INFO ] Using default execution type: compss

----------------- Executing train_csvm_kfold.py --------------------------

[(489)    API]  -  Starting COMPSs Runtime v3.3 (build 20240626-1250.r46abdb3747fd0ba09ce99b8934e81f47eec2a02d)
Scale time:198.63969492912292
Fit time:  30.728804349899292
Full time:  328.45301699638367
Average score: 0.759322033898305
Confusion Matrices: 
[array([[744, 253],
       [262, 747]]), array([[795, 237],
       [238, 736]]), array([[770, 241],
       [228, 767]]), array([[801, 210],
       [262, 733]]), array([[744, 220],
       [263, 779]])]
[(341685)    API]  -  Execution Finished

------------------------------------------------------------
PROVENANCE | STARTING WORKFLOW PROVENANCE SCRIPT
PROVENANCE | If needed, Provenance generation can be triggered by hand using the following commands:
PROVENANCE | /apps/GPP/COMPSs/3.3.2/Runtime/scripts/utils/compss_gengraph svg /gpfs/scratch/bsc19/bsc019756/AI-Sprint_Reproducibility/CSVM/.COMPSs/5191376//monitor/complete_graph.dot
PROVENANCE | python3 /apps/GPP/COMPSs/3.3.2/Runtime/scripts/system/provenance/generate_COMPSs_RO-Crate.py ro-crate-info.yaml /gpfs/scratch/bsc19/bsc019756/AI-Sprint_Reproducibility/CSVM/.COMPSs/5191376//dataprovenance.log
PROVENANCE | TIP for BSC cluster users: before triggering generation by hand, run first: salloc -p interactive
PROVENANCE | Generating graph for Workflow Provenance
PROVENANCE | Number of edges in the graph: 4164
Output file: /gpfs/scratch/bsc19/bsc019756/AI-Sprint_Reproducibility/CSVM/.COMPSs/5191376//monitor/complete_graph.svg
INFO: Generating Graph with legend
DONE
PROVENANCE | Ended generating graph for Workflow Provenance. TIME: 27 s
PROVENANCE | STARTING RO-CRATE GENERATION SCRIPT
PROVENANCE | COMPSs version: 3.3, out_profile: App_Profile.json, main_entity: /gpfs/scratch/bsc19/bsc019756/AI-Sprint_Reproducibility/CSVM/train_csvm_kfold.py
PROVENANCE | COMPSs runtime detected inputs (0)
PROVENANCE | COMPSs runtime detected outputs (0)
PROVENANCE | dataprovenance.log processing TIME: 3.361701965332031e-05 s
PROVENANCE | Application source files detected (1)
PROVENANCE | RO-Crate adding source files TIME: 0.007233858108520508 s
PROVENANCE | Manually added data assets as 'inputs' (2)
PROVENANCE | RO-Crate adding input files TIME (Persistence: False): 2.0972983837127686 s
PROVENANCE | RO-Crate adding output files TIME (Persistence: False): 9.5367431640625e-07 s
PROVENANCE | WARNING: 'Agent' not specified in ro-crate-info.yaml. First author selected by default.
