fixed bugs

utils.py

@@ -110,7 +110,7 @@ def create_hyperlinked_names(df):
         return row
     
     df = df.copy()
-    df = df.apply(add_link_to_model_name)
+    df = df.apply(add_link_to_model_name, axis=1)
     return df
 
 def fetch_data(file: str) -> pd.DataFrame:
@@ -122,15 +122,13 @@ def fetch_data(file: str) -> pd.DataFrame:
     response = requests.get(url)
     if response.status_code != 200:
         raise requests.HTTPError(f"Failed to fetch data: HTTP status code {response.status_code}")
-    return pd.read_csv(io.StringIO(response.text))
-
-def get_urls(file: str='urls.csv') -> dict:
-    urls = fetch_data(file)
-    return dict(zip(urls['Models'], urls['URL']))
+    return pd.read_json(io.StringIO(response.text), orient='records', lines=True)
 
 def get_df(file="results.jsonl"):
     df = fetch_data(file)
-    df.to_json(file, orient='records', lines=True)
+    print(df.columns)
+    print('URL' in df.columns)
+    print(df)
     df['Model Size(B)'] = df['Model Size(B)'].apply(process_model_size)
     df = df.sort_values(by=['Overall'], ascending=False)
     df = create_hyperlinked_names(df)