Update dcase23-task2-enriched.py

dcase23-task2-enriched.py

@@ -65,13 +65,6 @@ DATASET = {
     'dev': 'DCASE 2023 Challenge Task 2 Development Dataset',
 }
 
-_SPOTLIGHT_LAYOUT = "data/config-spotlight-layout.json"
-
-_SPOTLIGHT_RENAME = {
-    "audio": "original_audio",
-    "path": "audio",
-}
-
 
 class DCASE2023Task2DatasetConfig(datasets.BuilderConfig):
     """BuilderConfig for DCASE2023Task2Dataset."""
@@ -81,8 +74,6 @@ class DCASE2023Task2DatasetConfig(datasets.BuilderConfig):
         self.homepage = kwargs.pop("homepage", None)
         self.data_urls = kwargs.pop("data_urls", None)
         self.splits = kwargs.pop("splits", None)
-        self._rename = kwargs.pop("rename", None)
-        self._layout = kwargs.pop("layout", None)
         description = (
             f"Dataset for the DCASE 2023 Challenge Task 2 'First-Shot Unsupervised Anomalous Sound Detection "
             f"for Machine Condition Monitoring'. released on {self.release_date}. Original data available under"
@@ -95,27 +86,6 @@ class DCASE2023Task2DatasetConfig(datasets.BuilderConfig):
             description=description,
         )
 
-    def to_spotlight(self, data: Union[pd.DataFrame, datasets.Dataset]) -> pd.DataFrame:
-        if type(data) == datasets.Dataset:
-            df = data.to_pandas()
-            df["split"] = data.split
-            df["config"] = data.config_name
-
-            class_names = data.features["class"].names
-            df["class_name"] = df["class"].apply(lambda x: class_names[x])
-        elif type(data) == pd.DataFrame:
-            df = data
-        else:
-            raise TypeError("type(data) not in Union[pd.DataFrame, datasets.Dataset]")
-
-        df["file_path"] = df["path"]
-        df.rename(columns=self._rename, inplace=True)
-
-        return df.copy()
-
-    def get_layout(self):
-        return self._layout
-
 
 class DCASE2023Task2Dataset(datasets.GeneratorBasedBuilder):
     """Dataset for the DCASE 2023 Challenge Task 2 "First-Shot Unsupervised Anomalous Sound Detection
@@ -134,8 +104,6 @@ class DCASE2023Task2Dataset(datasets.GeneratorBasedBuilder):
             data_urls=DATA_URLS[key],
             release_date=stats["date"],
             splits=stats["splits"],
-            layout=_SPOTLIGHT_LAYOUT,
-            rename=_SPOTLIGHT_RENAME,
         )
         for key, stats in STATS["configs"].items()
     ]