from typing import List, Any from datetime import datetime from psycopg import AsyncConnection, sql class ScadaRepository: @staticmethod async def insert_batch(conn: AsyncConnection, data: List[dict]): if not data: return async with conn.cursor() as cur: async with cur.copy( "COPY scada.scada_data (time, device_id, monitored_value, cleaned_value) FROM STDIN" ) as copy: for item in data: await copy.write_row(( item['time'], item['device_id'], item.get('monitored_value'), item.get('cleaned_value') )) @staticmethod async def get_data_by_time(conn: AsyncConnection, device_id: str, start_time: datetime, end_time: datetime) -> List[dict]: async with conn.cursor() as cur: await cur.execute( "SELECT * FROM scada.scada_data WHERE device_id = %s AND time >= %s AND time <= %s", (device_id, start_time, end_time) ) return await cur.fetchall() @staticmethod async def update_field(conn: AsyncConnection, time: datetime, device_id: str, field: str, value: Any): valid_fields = {"monitored_value", "cleaned_value"} if field not in valid_fields: raise ValueError(f"Invalid field: {field}") query = sql.SQL("UPDATE scada.scada_data SET {} = %s WHERE time = %s AND device_id = %s").format(sql.Identifier(field)) async with conn.cursor() as cur: await cur.execute(query, (value, time, device_id))