fix: configs

.gitattributes

@@ -60,3 +60,5 @@ data/all/test.csv filter=lfs diff=lfs merge=lfs -text
 data/all/train.csv filter=lfs diff=lfs merge=lfs -text
 data/top4/test.csv filter=lfs diff=lfs merge=lfs -text
 data/top4/train.csv filter=lfs diff=lfs merge=lfs -text
+data/original.csv filter=lfs diff=lfs merge=lfs -text
+data/top4-balanced.csv filter=lfs diff=lfs merge=lfs -text

README.md

@@ -4,12 +4,8 @@ language:
 task_categories:
 - text-classification
 
-configs:
+dataset_info:
 - config_name: original
-  data_files:
-  - split: complete
-    path: "data/all/train.csv"
-  default: true
   features:
   - name: source
     dtype: string
@@ -47,11 +43,10 @@ configs:
           '11': Top Stories
           '12': U.S.
           '13': World
-
+  splits:
+  - name: complete
+    path: "data/original.csv"
 - config_name: top4-balanced
-  data_files:
-  - split: complete
-    path: "data/top4-balanced/train.csv"
   features:
   - name: source
     dtype: string
@@ -89,3 +84,6 @@ configs:
           '11': Top Stories
           '12': U.S.
           '13': World
+  splits:
+  - name: complete
+    path: "data/top4-balanced.csv"

convert.py

@@ -27,7 +27,7 @@ HEADER = [
     "pubdate",
 ]
 
-OUTPUT_FILE_PATH = os.path.join("data", "all", "train.csv")
+OUTPUT_FILE_PATH = os.path.join("data", "original.csv")
 
 def _clean_text(text):
     text = text.replace("\\\n", "\n")
@@ -52,14 +52,16 @@ def _clean_html(text):
     # remove extra spaces at the beginning of the text
     lines = [line.strip() for line in text.split("\n")]
 
-    output = "\n".join(lines)
+    if lines:
+        output = "\n".join(lines)
+        output = output.strip()
 
-    output = output.strip()
-
-    if output == "null":
-        return ""
-
-    return output
+        if output == "null":
+            return ""
+        
+        return output
+    
+    return ""
 
 
 def _clean_image(image):
@@ -130,7 +132,7 @@ def save_csv(rows, fname=OUTPUT_FILE_PATH):
     """
     Save the processed data into a CSV file.
     """
-    os.makedirs(os.path.join("data", "all"), exist_ok=True)
+    os.makedirs("data", exist_ok=True)
     
     with open(fname, "w", encoding="utf8") as f:
         writer = csv.DictWriter(f, fieldnames=rows[0].keys())
@@ -161,9 +163,7 @@ def save_csv_categories(categories, config_name, is_balanced=True, **kwargs):
     else:
         df = df[df["category"].isin(categories)]
 
-    os.makedirs(f"data/{config_name}", exist_ok=True)
-
-    df.to_csv(os.path.join("data", config_name, "train.csv"), index=False)
+    df.to_csv(os.path.join("data", f"{config_name}.csv"), index=False)
 
 
 def save_categories(categories, fname="categories.txt"):

data/{top4-balanced/train.csv → top4-balanced.csv}

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4a9a5712dd5bf47810bc6fc7df31b86a6eaba594cc34353efcf02fd7f6289771
-size 344070837
+oid sha256:d877f38b2e29c8cbf7d7334f846158c7eb7c463ad5e51827d41dfb54b3006dd2
+size 343796732