Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -67,6 +67,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
         self.test_size = kwargs.pop("test_size",0.2)
         self.val_size = kwargs.pop("val_size",0.1)
         self.generate_cohort = kwargs.pop("generate_cohort",True)
+        self.param = kwargs.pop("param",0)
 
         if self.encoding == 'concat':
             self.concat = True
@@ -543,7 +544,19 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             
         for key, data in dico.items():
             cond_text,chart_text,meds_text,proc_text,out_text = generate_text(data,icd,items, self.feat_cond, self.feat_chart, self.feat_meds, self.feat_proc, self.feat_out)
-            text= cond_text+chart_text+meds_text+proc_text+out_text
+            for key, data in dico.items():
+            cond_text,chart_text,meds_text,proc_text,out_text = generate_text(data,icd,items, self.feat_cond, self.feat_chart, self.feat_meds, self.feat_proc, self.feat_out)
+            if self.param==1:
+                text= cond_text+chart_text+meds_text+proc_text+out_text
+            elif self.param==2:
+                text= cond_text
+            elif self.param==3:
+                text=cond_text+ chart_text
+            elif self.param==4:
+                text=cond_text+ chart_text+meds_text
+            elif self.param==5:
+                text=cond_text+ chart_text+meds_text+proc_text
+
             yield int(key),{
                 'label' : data['label'],
                 'text': text