Delete SnowWaterEquivalent_trainingdata.py

SnowWaterEquivalent_trainingdata.py

@@ -1,79 +0,0 @@
-import json
-import datasets
-
-class SnowWaterEquivalentDataset(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name="default",
-            version=VERSION,
-            description="Default configuration for the SWE dataset."
-        )
-    ]
-
-    DEFAULT_CONFIG_NAME = "default"
-
-    _URL = "https://huggingface.co/datasets/Geoweaver/SnowWaterEquivalent_trainingdata"  
-    _URLS = {
-        "train": _URL + "training.csv",
-    }
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description="Snow Water Equivalent dataset for climate and hydrological analysis.",
-            features=datasets.Features({
-                "date": datasets.Value("string"),
-                "lat": datasets.Value("float64"),
-                "lon": datasets.Value("float64"),
-                "SWE": datasets.Value("float64"),
-                "air_temperature_tmmn": datasets.Value("float64"),
-                "precipitation_amount": datasets.Value("float64"),
-                "relative_humidity_rmax": datasets.Value("float64"),
-                "relative_humidity_rmin": datasets.Value("float64"),
-                "wind_speed": datasets.Value("float64"),
-                "fsca": datasets.Value("float64"),
-                "cumulative_SWE": datasets.Value("float64"),
-                "station_name": datasets.Value("string"),
-                "Elevation": datasets.Value("float64"),
-            }),
-            supervised_keys=None,
-            homepage="https://huggingface.co/datasets/Geoweaver/SnowWaterEquivalent_trainingdata",
-            citation="""@misc {geoweaver_2025,
-                        author       = { {Geoweaver} },
-                        title        = { SnowWaterEquivalent_trainingdata},
-                        year         = 2025,
-                        url          = { https://huggingface.co/datasets/Geoweaver/SnowWaterEquivalent_trainingdata },
-                        doi          = { 10.57967/hf/4179 },
-                        publisher    = { Hugging Face }
-                    }""",
-        )
-
-    def _split_generators(self, dl_manager: datasets.DownloadManager):
-        downloaded_files = dl_manager.download_and_extract(self._URLS)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={"filepath": downloaded_files["train"]},
-            ),
-        ]
-
-    def _generate_examples(self, filepath):
-        with open(filepath, "r", encoding="utf-8") as f:
-        reader = csv.DictReader(f)
-        for idx, row in enumerate(reader):
-            yield idx, row
-            yield idx, {
-                "date": data["date"],
-                "lat": data["lat"],
-                "lon": data["lon"],
-                "SWE": data.get("SWE", None),
-                "air_temperature_tmmn": data.get("air_temperature_tmmn", None),
-                "precipitation_amount": data.get("precipitation_amount", None),
-                "relative_humidity_rmax": data.get("relative_humidity_rmax", None),
-                "relative_humidity_rmin": data.get("relative_humidity_rmin", None),
-                "wind_speed": data.get("wind_speed", None),
-                "fsca": data.get("fsca", None),
-                "cumulative_SWE": data.get("cumulative_SWE", None),
-                "station_name": data.get("station_name", "Unknown"),
-                "Elevation": data.get("Elevation", None),
-            }