Update utils/download_reports.py

utils/download_reports.py

@@ -0,0 +1,22 @@
+import requests
+import os
+
+def download_pdf(url, dest_path):
+    resp = requests.get(url)
+    resp.raise_for_status()
+    with open(dest_path, "wb") as f:
+        f.write(resp.content)
+    print(f"Saved to {dest_path}")
+
+if __name__ == "__main__":
+    os.makedirs("data/raw", exist_ok=True)
+    reports = {
+        "2023": "https://www.annualreports.com/HostedData/AnnualReports/PDF/NYSE_ALL_2023.pdf",        
+        "2022": "https://www.annualreports.com/HostedData/AnnualReportArchive/a/NYSE_ALL_2022.pdf",
+    }
+
+    for year, url in reports.items():
+        try:
+            download_pdf(url, f"data/raw/Allstate_{year}_10K.pdf")
+        except Exception as e:
+            print(f"Failed to download {year} report: {e}")