Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -656,8 +656,8 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
         config = self.config_path.split('/')[-1]
 
         #####################create task cohort
-        #if not os.path.exists(data_dir):
-        task_cohort(self.config.name.replace(" ","_"),self.mimic_path,config)
+        if not os.path.exists(data_dir):
+            task_cohort(self.config.name.replace(" ","_"),self.mimic_path,config)
 
         #####################Split data into train, test and val
         with open(data_dir, 'rb') as fp:
@@ -876,8 +876,6 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
 
         df = pd.DataFrame.from_dict(dico, orient='index')
         task=self.config.name.replace(" ","_")
-        if 'Custom' in task:
-            task = task.rsplit('_', 1)[0]
         
         for i, data in df.iterrows():
             concat_cols=[]