import sys import os sys.path.append(os.path.dirname(os.path.abspath(__file__)) + '/..') from database import TradeDB db = TradeDB() try: print("[KIS WS Orderbook Cols]") cols = [dict(r)["Field"] for r in db.conn.execute("SHOW COLUMNS FROM kis_ws_orderbook").fetchall()] print(cols) ts_col = 'snap_time' if 'snap_time' in cols else ('ts' if 'ts' in cols else 'timestamp') recent = db.conn.execute(f""" SELECT * FROM kis_ws_orderbook WHERE date({ts_col}) = '2026-08-31' ORDER BY {ts_col} DESC LIMIT 5 """).fetchall() print("\n[Recent KIS WS Orderbook]") for row in recent: d = dict(row) if 'levels_json' in d and d['levels_json']: d['levels_json'] = d['levels_json'][:50] + "..." print(d) counts = db.conn.execute(f""" SELECT HOUR({ts_col}) as hr, count(*) FROM kis_ws_orderbook WHERE date({ts_col}) = '2026-08-31' GROUP BY HOUR({ts_col}) """).fetchall() print("\n[KIS WS Orderbook Counts]") for row in counts: print(dict(row)) finally: db.close()