minor changes to examples, remove future.md

Author: soodoku

examples/final_archive_demo.py

@@ -130,7 +130,7 @@
     time.sleep(1)
 
 print("\n=== FINAL SUMMARY ===")
-print(f"Successful fetches: {successful_count}/10 ({successful_count*10}%)")
+print(f"Successful fetches: {successful_count}/10 ({successful_count * 10}%)")
 
 if successful_count > 0:
     success_results = [r for r in results if r.get("status") == "success"]
@@ -140,14 +140,14 @@
     )
 
     print(
-        f"Correct predictions: {matches}/{successful_count} ({matches/successful_count*100:.1f}%)"
+        f"Correct predictions: {matches}/{successful_count} ({matches / successful_count * 100:.1f}%)"
     )
     print(f"Average content: {avg_length:.0f} chars")
 
     print("\n=== DETAILED RESULTS ===")
     for r in success_results:
         symbol = "✓" if r["match"] else "○"
-        print(f'{symbol} {r["domain"]}: {r["predicted"]} (conf: {r["confidence"]:.3f})')
+        print(f"{symbol} {r['domain']}: {r['predicted']} (conf: {r['confidence']:.3f})")
 
     print("\n=== ARCHIVE INTEGRATION STATUS ===")
     print("✓ Archive.org integration working!")

examples/sandbox/sandbox_demo.py

@@ -20,9 +20,9 @@
 
 def print_section(title):
     """Print a section header."""
-    print(f"\n{'='*60}")
+    print(f"\n{'=' * 60}")
     print(f" {title}")
-    print(f"{'='*60}")
+    print(f"{'=' * 60}")
 
 
 def run_docker_sandbox():

examples/sandbox/secure_classify.py

@@ -62,13 +62,22 @@ def classify_in_docker(domains, text_only=True, output_dir="output"):
     # Print summary
     print("\\n✅ Classification Results:")
     print("=" * 50)
-    print(result[['domain', 'pred_label', 'pred_prob']].to_string(index=False))
+
+    # Determine which columns to use based on method
+    if '{method}' == 'classify_by_text':
+        label_col, prob_col = 'text_label', 'text_prob'
+    elif '{method}' == 'classify_by_images':
+        label_col, prob_col = 'image_label', 'image_prob'
+    else:  # combined classify method
+        label_col, prob_col = 'pred_label', 'pred_prob'
+
+    print(result[['domain', label_col, prob_col]].to_string(index=False))
     print(f"\\n📄 Detailed results saved to output/results.csv")
 
     # Category summary
     print("\\n📊 Category Summary:")
     print("-" * 30)
-    category_counts = result['pred_label'].value_counts()
+    category_counts = result[label_col].value_counts()
     for category, count in category_counts.items():
         print(f"{{category:15s}}: {{count:3d}} domains")
 
@@ -117,6 +126,9 @@ def classify_in_docker(domains, text_only=True, output_dir="output"):
                 "/tmp",  # Temporary filesystem
                 "--tmpfs",
                 "/var/tmp",
+                # Use pre-installed browsers (read-only is fine for browsers)
+                "--tmpfs",
+                "/app/cache:rw,uid=995,gid=995",  # piedomains cache with correct playwright user permissions
                 "-v",
                 f"{temp_script}:/app/classify.py",
                 "-v",
@@ -206,7 +218,7 @@ def interactive_mode():
     domains = []
     try:
         while True:
-            domain = input(f"Domain {len(domains)+1}: ").strip()
+            domain = input(f"Domain {len(domains) + 1}: ").strip()
             if domain.lower() in ["quit", "exit", ""]:
                 break
             if domain:

examples/sandbox/test_sandbox_setup.py

@@ -12,9 +12,9 @@
 
 def print_section(title):
     """Print a section header."""
-    print(f"\n{'='*60}")
+    print(f"\n{'=' * 60}")
     print(f" {title}")
-    print(f"{'='*60}")
+    print(f"{'=' * 60}")
 
 
 def check_docker():