Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -17,44 +17,41 @@ _HOMEPAGE = "https://huggingface.co/datasets/thbndi/Mimic4Dataset"
 _CITATION = "https://proceedings.mlr.press/v193/gupta22a.html"
 _GITHUB = "https://github.com/healthylaife/MIMIC-IV-Data-Pipeline/tree/main"
 
-class Mimic4DatasetConfig(datasets.BuilderConfig):
-    """BuilderConfig for Mimic4Dataset."""
-
+class Mimic4Dataset(datasets.GeneratorBasedBuilder):
+    VERSION = datasets.Version("1.0.0")
+    
     def __init__(
         self,
         mimic_path,
         #config,
         **kwargs,
     ):
-        
         self.mimic_path = mimic_path
-        super(Mimic4DatasetConfig, self).__init__(**kwargs)
+        super().__init__(**kwargs)
+        
         #self.config = config
         #cohort.task_cohort(self.task,self.mimic_path)
-
         
-class Mimic4Dataset(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
     BUILDER_CONFIGS = [
-        Mimic4DatasetConfig(
+        datasets.GeneratorBasedBuilder(
             name="Phenotype",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict/cohort_icu_readmission_30_I50"),
             description="Dataset for mimic4 Phenotype task"
         ),
-        Mimic4DatasetConfig(
+        datasets.GeneratorBasedBuilder(
             name="Readmission",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict"),
             description="Dataset for mimic4 Readmission task",
         ),
-        Mimic4DatasetConfig(
+        datasets.GeneratorBasedBuilder(
             name="Length of Stay",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict"),
             description="Dataset for mimic4 Length of Stay task",
         ),
-        Mimic4DatasetConfig(
+        datasets.GeneratorBasedBuilder(
             name="Mortality",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict"),
@@ -103,7 +100,6 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         data_dir = self.config.data_dir + "/dataDic"
-        mimic=self.mimic_path
         return [
             datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_dir}),
         ]