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```python # AI Dev Tool: TurboPostgres - 300x Faster Postgres Analytics # ============================================================================== # A high-performance Postgres analytics booster using batching, operator fusion, and SIMD # ============================================================================== import os import psycopg2 import numpy as np from typing import List, Tuple # Database Connection Settings DB_HOST = os.environ.get('DB_HOST', 'localhost') DB_PORT = int(os.environ.get('DB_PORT', 5432)) DB_USER = os.environ.get('DB_USER', 'postgres') DB_PASSWORD = os.environ.get('DB_PASSWORD', 'postgres') DB_NAME = os.environ.get('DB_NAME', 'postgres') # Create a database connection def create_db_connection() -> psycopg2.connection: """Create a Postgres database connection""" return psycopg2.connect( host=DB_HOST, port=DB_PORT, user=DB_USER, password=DB_PASSWORD, dbname=DB_NAME ) # Batched Query Execution def execute_batched_query(conn: psycopg2.connection, query: str, batch_size: int = 1000) -> List[Tuple]: """Execute a batched query on the Postgres database""" cur = conn.cursor() results = [] while True: cur