PostgreSQL 16 delivers significant performance improvements and developer features. Laravel applications benefit from faster queries and enhanced JSONB operations. At ZIRA Software, PostgreSQL 16 improved query performance by 30% across our applications.
Key PostgreSQL 16 Features
Performance Improvements
├── Full-text search optimization
├── Parallel query execution
├── Improved COPY performance
└── Better query planner
Developer Features
├── SQL/JSON constructors
├── ANY_VALUE aggregate
├── Improved EXPLAIN output
└── Logical replication improvements
Installation and Upgrade
# Ubuntu/Debian
sudo apt install postgresql-16
# Docker
docker pull postgres:16
# Check version
psql -c "SELECT version();"
SQL/JSON Constructors in Laravel
// PostgreSQL 16 JSON constructors
$users = DB::table('users')
->selectRaw("
JSON_OBJECT(
'id': id,
'name': name,
'email': email,
'profile': JSON_OBJECT(
'avatar': avatar_url,
'bio': bio
)
) as user_json
")
->get();
// JSON_ARRAY for collections
$tags = DB::table('posts')
->selectRaw("
id,
title,
JSON_ARRAY(
SELECT name FROM tags
WHERE tags.post_id = posts.id
) as tags
")
->get();
ANY_VALUE Aggregate
// PostgreSQL 16 - ANY_VALUE for non-grouped columns
$orders = DB::table('orders')
->select([
'customer_id',
DB::raw('SUM(total) as total_spent'),
DB::raw('ANY_VALUE(customer_name) as customer_name'), // New in PG16
DB::raw('COUNT(*) as order_count'),
])
->groupBy('customer_id')
->get();
// Before PG16, you needed:
// - Add customer_name to GROUP BY, or
// - Use MAX(customer_name) which was semantically incorrect
Improved Full-Text Search
// PostgreSQL 16 - Faster full-text search with parallel execution
$results = DB::table('articles')
->whereRaw("to_tsvector('english', title || ' ' || content) @@ plainto_tsquery('english', ?)", [$query])
->orderByRaw("ts_rank(to_tsvector('english', title || ' ' || content), plainto_tsquery('english', ?)) DESC", [$query])
->paginate(20);
// Create GIN index for better performance
// CREATE INDEX articles_search_idx ON articles
// USING GIN (to_tsvector('english', title || ' ' || content));
JSONB Subscripting Improvements
// Direct JSONB subscript access (faster in PG16)
$products = DB::table('products')
->whereRaw("(attributes['specs']['weight'])::numeric > ?", [10])
->selectRaw("
id,
name,
attributes['specs']['dimensions'] as dimensions,
attributes['pricing']['discount'] as discount
")
->get();
// Nested updates with subscripts
DB::table('products')
->where('id', $productId)
->update([
'attributes' => DB::raw("
jsonb_set(attributes, '{specs,updated_at}', to_jsonb(now()))
"),
]);
Parallel Query Execution
// PostgreSQL 16 improves parallel query planning
// Ensure postgresql.conf is configured:
// max_parallel_workers_per_gather = 4
// parallel_tuple_cost = 0.01
// parallel_setup_cost = 1000
// Large aggregations benefit from parallelism
$stats = DB::table('orders')
->select([
DB::raw('DATE_TRUNC(\'month\', created_at) as month'),
DB::raw('SUM(total) as revenue'),
DB::raw('COUNT(*) as order_count'),
DB::raw('AVG(total) as avg_order'),
])
->where('created_at', '>=', now()->subYears(2))
->groupBy(DB::raw('DATE_TRUNC(\'month\', created_at)'))
->orderBy('month')
->get();
// Check if query uses parallel workers
// EXPLAIN (ANALYZE, BUFFERS) SELECT ...
Logical Replication Enhancements
-- PostgreSQL 16 - Replicate from standby servers
CREATE SUBSCRIPTION my_sub
CONNECTION 'host=standby dbname=mydb'
PUBLICATION my_pub
WITH (copy_data = true, origin = any);
-- Parallel COPY for faster initial sync
ALTER SUBSCRIPTION my_sub SET (parallel_copy = true);
Connection Pooling Improvements
// config/database.php - Leverage PG16 connection improvements
'pgsql' => [
'driver' => 'pgsql',
'host' => env('DB_HOST', '127.0.0.1'),
'port' => env('DB_PORT', '5432'),
'database' => env('DB_DATABASE', 'forge'),
'username' => env('DB_USERNAME', 'forge'),
'password' => env('DB_PASSWORD', ''),
'charset' => 'utf8',
'prefix' => '',
'prefix_indexes' => true,
'search_path' => 'public',
'sslmode' => 'prefer',
'options' => [
PDO::ATTR_PERSISTENT => true, // Connection pooling
],
],
EXPLAIN Improvements
// PostgreSQL 16 - Better EXPLAIN output
$query = User::where('active', true)->toSql();
$explain = DB::select("EXPLAIN (ANALYZE, BUFFERS, FORMAT JSON) {$query}", [true]);
// New in PG16: More detailed JIT compilation stats
// "JIT": {
// "Functions": 10,
// "Options": { "Inlining": true, "Optimization": true },
// "Timing": { "Generation": 1.234, "Optimization": 5.678 }
// }
Migration Considerations
// Check PostgreSQL version in migrations
public function up()
{
$version = DB::selectOne("SELECT current_setting('server_version_num')::int as version");
if ($version->version >= 160000) {
// Use PostgreSQL 16 features
DB::statement("
CREATE INDEX articles_search_idx ON articles
USING GIN (to_tsvector('english', title || ' ' || content))
");
}
}
Conclusion
PostgreSQL 16 brings substantial performance improvements and developer features. Laravel applications benefit from faster JSONB operations, parallel execution, and enhanced full-text search.
Need database optimization? Contact ZIRA Software for PostgreSQL consulting.