Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -55,7 +55,11 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                 "ethnicity": datasets.Value("string"),
                 "insurance": datasets.Value("string"),
                 "age": datasets.Value("int32"),
-                "COND": datasets.Sequence(datasets.Value("string"),datasets.Value("int32")),
+                "COND": datasets.Sequence(
+                    {
+                        "cond" : datasets.Value("string"),
+                        "value" : datasets.Value("int32")
+                    }),
                 "MEDS": datasets.Sequence(datasets.Value("int32"),datasets.Value("int32")),
                 "PROC": datasets.Sequence(datasets.Value("int32"),datasets.Value("int32")),
                 "CHART": datasets.Sequence(datasets.Value("int32"),datasets.Value("int32")),
@@ -126,7 +130,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             proc_dict = proc.iloc[0].to_dict()
             chart_dict = chart.iloc[0].to_dict()
             out_dict = out.iloc[0].to_dict()
-
+            stat2 = {'cond': list(stat_dict.keys()), 'value': list(stat_dict.values())}
             #get stay_id which is the name of the folder containing the files
             stay_id = int(demographic_file.split("/")[-2])
             #get the label
@@ -141,6 +145,9 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                 "PROC" : proc_dict,
                 "CHART" : chart_dict,
                 "OUT" : out_dict,
-                "COND" : stat_dict,
+                "COND" : {
+                    "cond" : stat2['cond'],
+                    "value" : stat2['value']
+                },
                 "label" : label
             }