change data config

dataset.py

@@ -1,11 +1,6 @@
 import os
 import datasets
 
-_CITATION = ""
-_DESCRIPTION = "COSC426_Mid-Project Dataset"
-_HOMEPAGE = ""
-_LICENSE = ""
-
 _LANGUAGES = ["fon", "ibo", "kin", "sna"]
 
 class MyDatasetConfig(datasets.BuilderConfig):
@@ -19,54 +14,36 @@ class MyDataset(datasets.GeneratorBasedBuilder):
             name=lang,
             lang=lang,
             version=datasets.Version("1.0.0"),
-            description=f"Dataset for {lang} language"
+            description=f"Dataset for {lang}"
         )
         for lang in _LANGUAGES
     ]
 
     def _info(self):
         return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "textid": datasets.Value("string"),
-                    "text": datasets.Value("string"),
-                    "target": datasets.Value("string"),
-                }
-            ),
-            supervised_keys=("text", "target"),
-            homepage=_HOMEPAGE,
-            license=_LICENSE,
-            citation=_CITATION,
+            features=datasets.Features({
+                "textid": datasets.Value("string"),
+                "text": datasets.Value("string"),
+                "target": datasets.Value("string"),
+            })
         )
 
     def _split_generators(self, dl_manager):
         lang = self.config.lang
         data_dir = os.path.join(self.config.data_dir, lang)
-
         return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={"filepath": os.path.join(data_dir, "train.tsv")}
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={"filepath": os.path.join(data_dir, "test.tsv")}
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={"filepath": os.path.join(data_dir, "dev.tsv")}
-            ),
+            datasets.SplitGenerator(name=datasets.Split.TRAIN,
+                gen_kwargs={"filepath": os.path.join(data_dir, "train.tsv")}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION,
+                gen_kwargs={"filepath": os.path.join(data_dir, "dev.tsv")}),
+            datasets.SplitGenerator(name=datasets.Split.TEST,
+                gen_kwargs={"filepath": os.path.join(data_dir, "test.tsv")}),
         ]
 
     def _generate_examples(self, filepath):
         with open(filepath, encoding="utf-8") as f:
             for i, line in enumerate(f):
-                if i == 0:  # skip header
-                    continue
-                parts = line.strip().split("\t")
-                yield i, {
-                    "textid": parts[0],
-                    "text": parts[1],
-                    "target": parts[2],
-                }
+                if i == 0:
+                    continue  # skip header
+                textid, text, target = line.strip().split("\t")
+                yield i, {"textid": textid, "text": text, "target": target}