fix: Fix imports and database bugs. Removed legacy ETL code.

data/vehicle-etl/import_database.sh

@@ -0,0 +1,71 @@
+#!/bin/bash
+# Offline import of generated SQL files into PostgreSQL (no network).
+
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+cd "$SCRIPT_DIR"
+
+echo "=========================================="
+echo "📥 Automotive Database Import (offline)"
+echo "=========================================="
+echo ""
+
+require_file() {
+  if [ ! -f "$1" ]; then
+    echo "❌ Missing required file: $1"
+    exit 1
+  fi
+}
+
+if ! docker ps --filter "name=mvp-postgres" --format "{{.Names}}" | grep -q "mvp-postgres"; then
+    echo "❌ Error: mvp-postgres container is not running"
+    exit 1
+fi
+
+require_file "output/01_engines.sql"
+require_file "output/02_transmissions.sql"
+require_file "output/03_vehicle_options.sql"
+
+echo "📋 Step 1: Running database schema migration..."
+docker exec -i mvp-postgres psql -U postgres -d motovaultpro < migrations/001_create_vehicle_database.sql
+echo "✓ Schema migration completed"
+echo ""
+
+echo "🧹 Step 2: Truncating existing data..."
+docker exec -i mvp-postgres psql -U postgres -d motovaultpro <<'EOF'
+TRUNCATE TABLE vehicle_options RESTART IDENTITY CASCADE;
+TRUNCATE TABLE engines RESTART IDENTITY CASCADE;
+TRUNCATE TABLE transmissions RESTART IDENTITY CASCADE;
+EOF
+echo "✓ Tables truncated"
+echo ""
+
+echo "📥 Step 3: Importing engines..."
+docker exec -i mvp-postgres psql -U postgres -d motovaultpro < output/01_engines.sql
+echo "✓ Engines imported"
+echo ""
+
+echo "📥 Step 4: Importing transmissions..."
+docker exec -i mvp-postgres psql -U postgres -d motovaultpro < output/02_transmissions.sql
+echo "✓ Transmissions imported"
+echo ""
+
+echo "📥 Step 5: Importing vehicle options (observed pairs only)..."
+docker exec -i mvp-postgres psql -U postgres -d motovaultpro < output/03_vehicle_options.sql
+echo "✓ Vehicle options imported"
+echo ""
+
+echo "=========================================="
+echo "✅ Import completed"
+echo "=========================================="
+echo ""
+echo "🔍 Database verification:"
+docker exec mvp-postgres psql -U postgres -d motovaultpro -c "SELECT COUNT(*) as engines FROM engines;"
+docker exec mvp-postgres psql -U postgres -d motovaultpro -c "SELECT COUNT(*) as transmissions FROM transmissions;"
+docker exec mvp-postgres psql -U postgres -d motovaultpro -c "SELECT COUNT(*) as vehicle_options FROM vehicle_options;"
+docker exec mvp-postgres psql -U postgres -d motovaultpro -c "SELECT MIN(year) as min_year, MAX(year) as max_year FROM vehicle_options;"
+docker exec mvp-postgres psql -U postgres -d motovaultpro -c "SELECT DISTINCT year FROM vehicle_options ORDER BY year LIMIT 5;"
+docker exec mvp-postgres psql -U postgres -d motovaultpro -c "SELECT DISTINCT year FROM vehicle_options ORDER BY year DESC LIMIT 5;"
+echo ""
+echo "✓ Database ready for dropdown use."