Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -77,10 +77,10 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                 "age": datasets.Value("int32"),
                 "COND": datasets.Sequence(datasets.Value("string")),
                 
-                "PROC":  datasets.Sequence(datasets.Value("int32"),
-                        datasets.Sequence(datasets.Value("float32"))
-                                
-                            ),
+                "PROC":  {
+                            "id": datasets.Sequence(datasets.Value("int32")),
+                            "value": datasets.Sequence(datasets.Value("float32"))
+                                }),
                 "CHART": datasets.Sequence(
                     {
                         "signal" : datasets.Sequence(
@@ -133,15 +133,17 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             age = data['age']
             gender = data['gender']
             label = data['label']
-            dic = {'id': list(meds_features['signal'].keys()),
-                  'values' : list(meds_features['signal'].values())}
+            items = list(proc_features.keys())
+            values =[proc_features[i] for i in items ]
+            procs = {"id" : id,
+                  "value": values}
 
     
             yield hid, {
                 "gender" : gender,
                 "ethnicity" : eth,
                 "age" : age,
-                "PROC" : proc_features,
+                "PROC" : procs,
                 "CHART" : None,
                 "OUT" : None,
                 "COND" : cond_features,