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EuroSAT.py

@@ -38,9 +38,9 @@ class EuroSATConfig(datasets.BuilderConfig):
 
     def update(self, **kwargs):
         """Update Config"""
-        for key, value in kwargs.items():
-            if hasattr(self, key):
-                setattr(self, key, value)
+        super().update(**kwargs)
+        if 'bands' in kwargs:
+            self.band_indices = [int(self.all_band_names.index(b)) for b in self.bands if b in self.all_band_names]
 
 class EuroSAT(datasets.GeneratorBasedBuilder):
     VERSION = datasets.Version("1.0.0")
@@ -57,19 +57,15 @@ class EuroSAT(datasets.GeneratorBasedBuilder):
     HEIGHT = WIDTH = 64
 
     def __init__(self, *args, **kwargs):
-        config_keywords = ['bands']
-        config_kwargs = {k: v for k, v in kwargs.items() if k in config_keywords}
-        for k, _ in config_kwargs.items():
-            print(k)
-
-        if 'config' in kwargs and isinstance(kwargs['config'], EuroSATConfig):
-            kwargs['config'].update(**config_kwargs)
-        else:
-            config = EuroSATConfig(**config_kwargs)
-            kwargs['config'] = config
+        config = kwargs.pop('config', None)
+    
+        # Initialize config first
+        if config:
+            if isinstance(config, dict):
+                for key, value in config.items():
+                    if key in ['bands']:
+                        kwargs[key] = value
 
-        for k in config_kwargs:
-            kwargs.pop(k, None)
 
         self.height = self.HEIGHT
         self.width = self.WIDTH
@@ -85,7 +81,7 @@ class EuroSAT(datasets.GeneratorBasedBuilder):
           "River", 
           "SeaLake",
         ]
-        self.num_channels = len(kwargs['config'].band_indices)
+        self.num_channels = len(self.config.band_indices)
         super().__init__(*args, **kwargs)
         # if 'config' in kwargs:
         #     user_config = kwargs['config']