Remove deprecated stage_focus column and update database path for consistency; add schema verification script and document schema mismatch fixes

verify_schema.py

@@ -0,0 +1,57 @@
+#!/usr/bin/env python3
+"""
+Quick test to verify the database schema matches between app and preprocessor.
+"""
+
+import sys
+
+sys.path.insert(0, "/home/oluwasanmi/Documents/Work/MKD/anton_wireframe/app")
+
+from db.db import engine
+from sqlalchemy import inspect
+
+# Get table info
+inspector = inspect(engine)
+
+print("🔍 Checking database schema...")
+print(f"Database: {engine.url}\n")
+
+# Check investors table
+if "investors" in inspector.get_table_names():
+    print("✅ 'investors' table exists")
+    columns = inspector.get_columns("investors")
+
+    print("\nColumns in 'investors' table:")
+    for col in columns:
+        print(f"   - {col['name']}: {col['type']}")
+
+    # Check for stage_focus
+    column_names = [col["name"] for col in columns]
+    if "stage_focus" in column_names:
+        print("\n⚠️  WARNING: 'stage_focus' column still exists in database!")
+        print("   This should be removed as it's deprecated.")
+    else:
+        print("\n✅ Good: 'stage_focus' column not in database (as expected)")
+
+    # Check for required columns
+    required_columns = [
+        "aum",
+        "investment_thesis",
+        "portfolio_highlights",
+        "linked_documents",
+        "researcher_notes",
+        "sources",
+    ]
+    missing = [col for col in required_columns if col not in column_names]
+
+    if missing:
+        print(f"\n❌ Missing columns: {', '.join(missing)}")
+    else:
+        print("\n✅ All required enriched columns present")
+
+else:
+    print("❌ 'investors' table not found!")
+
+print("\n" + "=" * 60)
+print("Schema verification complete!")
+print("=" * 60)