Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -17,41 +17,43 @@ _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 Mimic4Dataset(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
-    
+class Mimic4DatasetConfig(datasets.BuilderConfig):
+    """BuilderConfig for Mimic4Dataset."""
+
     def __init__(
         self,
-        mimic_path,
         #config,
         **kwargs,
     ):
-        self.mimic_path = mimic_path
         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 = [
-        datasets.GeneratorBasedBuilder(
+        Mimic4DatasetConfig(
             name="Phenotype",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict/cohort_icu_readmission_30_I50"),
             description="Dataset for mimic4 Phenotype task"
+            mimic_path = None
         ),
-        datasets.GeneratorBasedBuilder(
+        Mimic4DatasetConfig(
             name="Readmission",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict"),
             description="Dataset for mimic4 Readmission task",
         ),
-        datasets.GeneratorBasedBuilder(
+        Mimic4DatasetConfig(
             name="Length of Stay",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict"),
             description="Dataset for mimic4 Length of Stay task",
         ),
-        datasets.GeneratorBasedBuilder(
+        Mimic4DatasetConfig(
             name="Mortality",
             version=VERSION,
             data_dir=os.path.abspath("./data/dict"),
@@ -100,6 +102,7 @@ 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}),
         ]