Update feature_extraction.json and generation.json with correct file paths

config_files/algorithm/feature_extraction.json

@@ -1,10 +1,10 @@
 [
   {
     "pipeline_step": "feature_extraction",
-    "input_path": "output/features/generated/34_bpic_features/2_rt10v_rutpt",
+    "input_path": "data/test_2",
     "feature_params": {"feature_set":["simple_stats", "trace_length", "trace_variant", "activities", "start_activities", "end_activities", "eventropies", "epa_based"]},
     "output_path": "output/plots",
-    "real_eventlog_path": "data/34_bpic_features.csv",
+    "real_eventlog_path": "data/bpic_features.csv",
     "plot_type": "boxplot"
   }
 ]

config_files/algorithm/generation.json

@@ -4,7 +4,7 @@
     "output_path": "output",
     "generator_params": {
       "experiment": {
-        "input_path": "data/grid_objectives_debug.csv",
+        "input_path": "data/grid_objectives.csv",
         "objectives": ["epa_normalized_variant_entropy"],
         "objectives": ["ratio_most_common_variant", "epa_normalized_sequence_entropy"], 
         "objectives": ["ratio_top_20_variants","epa_normalized_sequence_entropy_linear_forgetting"]

tag/features.py

@@ -47,6 +47,9 @@ class EventLogFeatures(EventLogFile):
                 self.filename = os.path.split(input_path)[-1]
             else:
                 self.root_path = Path(input_path)
+                # Check if directory exists, if not, create it
+                if not os.path.exists(input_path):
+                    os.makedirs(input_path)
                 self.filename = os.listdir(input_path)
 
         try: