Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -144,41 +144,41 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
 
 
     def _generate_examples(self, filepath):
-    with open(filepath, 'rb') as fp:
-        dataDic = pickle.load(fp)
-    for hid, data in dataDic.items():
-        proc_features = data['Proc']
-        chart_features = data['Chart']
-        meds_features = data['Med']
-        out_features = data['Out']
-        cond_features = data['Cond']['fids']
-        eth= data['ethnicity']
-        age = data['age']
-        gender = data['gender']
-        label = data['label']
-
-        # Convert integer PROC feature to dictionary
-        if isinstance(proc_features, int):
-            proc_features = {proc_features: []}
-        if isinstance(out_features, int):
-            proc_features = {out_features: []}
-
-        yield hid, {
-            "gender" : gender,
-            "ethnicity" : eth,
-            "age" : age,
-            "MEDS" : {
-                "signal" : meds_features['signal'],
-                "rate" : meds_features['rate'],
-                "amount" : meds_features['amount']
-            },
-            "PROC" : proc_features,
-            "CHART" : {
-                "signal" : chart_features['signal'],
-                "val" : chart_features['val']
-            },
-            "OUT" : out_features,
-            "COND" : cond_features,
-            "label" : label
-        }
+        with open(filepath, 'rb') as fp:
+            dataDic = pickle.load(fp)
+        for hid, data in dataDic.items():
+            proc_features = data['Proc']
+            chart_features = data['Chart']
+            meds_features = data['Med']
+            out_features = data['Out']
+            cond_features = data['Cond']['fids']
+            eth= data['ethnicity']
+            age = data['age']
+            gender = data['gender']
+            label = data['label']
+    
+            # Convert integer PROC feature to dictionary
+            if isinstance(proc_features, int):
+                proc_features = {proc_features: []}
+            if isinstance(out_features, int):
+                proc_features = {out_features: []}
+    
+            yield hid, {
+                "gender" : gender,
+                "ethnicity" : eth,
+                "age" : age,
+                "MEDS" : {
+                    "signal" : meds_features['signal'],
+                    "rate" : meds_features['rate'],
+                    "amount" : meds_features['amount']
+                },
+                "PROC" : proc_features,
+                "CHART" : {
+                    "signal" : chart_features['signal'],
+                    "val" : chart_features['val']
+                },
+                "OUT" : out_features,
+                "COND" : cond_features,
+                "label" : label
+            }