PostgreSQL persistence layer + seen_fills fix
New: strategies/persistence.py Tables: strategies_snap, trade_log, equity_history, fill_tracker Auto-creates on first use, batches inserts per tick Fix: seen_fills loads from PG (not 2000 API fills) Before: every restart loaded all 2000 fills from API into seen_fills, blocking new fills with matching TIDs for ~20min After: only loads last 100 from API + full history from PG. New fills saved to PG immediately - survives restarts. Live node integration: - write_metrics() → save_strategies() every tick - On fill → save_trade() to trade_log - On fill → TID saved to fill_tracker for cross-restart dedup
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"""
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FTDT Quant Lab — PostgreSQL Persistence Layer.
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Tables:
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strategies_snap — per-tick strategy state (PnL, position, trades)
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trade_log — every fill with PnL attribution
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equity_history — per-strategy equity curve
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fill_tracker — seen_fills persistence (prevents cross-restart blocking)
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"""
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import os, json, time
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import psycopg2
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from datetime import datetime
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DB = os.getenv("FTDT_DB", "dbname=ftdt_quant user=ftdt password=ftdt_quant_2024 host=localhost")
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def get_conn():
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return psycopg2.connect(DB)
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def init_db():
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"""Create tables if they don't exist."""
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conn = get_conn()
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cur = conn.cursor()
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cur.execute("""
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CREATE TABLE IF NOT EXISTS strategies_snap (
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id SERIAL PRIMARY KEY,
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ts TIMESTAMPTZ DEFAULT NOW(),
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name TEXT NOT NULL,
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pnl DOUBLE PRECISION DEFAULT 0,
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pnl_pct DOUBLE PRECISION DEFAULT 0,
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position DOUBLE PRECISION DEFAULT 0,
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trades_today INTEGER DEFAULT 0,
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wins INTEGER DEFAULT 0,
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win_rate DOUBLE PRECISION DEFAULT 0,
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equity DOUBLE PRECISION DEFAULT 100,
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status TEXT DEFAULT 'idle',
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instrument TEXT DEFAULT ''
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);
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CREATE INDEX IF NOT EXISTS idx_strat_name_ts ON strategies_snap(name, ts);
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CREATE TABLE IF NOT EXISTS trade_log (
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id SERIAL PRIMARY KEY,
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ts TIMESTAMPTZ DEFAULT NOW(),
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strategy TEXT NOT NULL,
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side TEXT,
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size DOUBLE PRECISION,
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price DOUBLE PRECISION,
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pnl DOUBLE PRECISION DEFAULT 0,
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fee DOUBLE PRECISION DEFAULT 0,
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fill_tid BIGINT,
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reason TEXT DEFAULT ''
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);
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CREATE INDEX IF NOT EXISTS idx_trade_strat_ts ON trade_log(strategy, ts);
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CREATE TABLE IF NOT EXISTS equity_history (
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id SERIAL PRIMARY KEY,
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ts TIMESTAMPTZ DEFAULT NOW(),
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strategy TEXT NOT NULL,
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equity DOUBLE PRECISION
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);
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CREATE INDEX IF NOT EXISTS idx_equity_strat_ts ON equity_history(strategy, ts);
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CREATE TABLE IF NOT EXISTS fill_tracker (
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tid BIGINT PRIMARY KEY,
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seen_at TIMESTAMPTZ DEFAULT NOW()
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);
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""")
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conn.commit()
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cur.close()
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conn.close()
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return True
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def save_strategies(strategies: dict):
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"""Save current strategy states to PG."""
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conn = get_conn()
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cur = conn.cursor()
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now = datetime.utcnow()
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for name, s in strategies.items():
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cur.execute(
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"INSERT INTO strategies_snap (ts, name, pnl, pnl_pct, position, trades_today, wins, win_rate, equity, status, instrument) "
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"VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)",
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(now, name,
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s.get("pnl", 0), s.get("pnl_pct", 0), s.get("position", 0),
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s.get("trades_today", 0), s.get("wins", 0), s.get("win_rate", 0),
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s.get("allocation", 100) + s.get("pnl", 0),
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s.get("status", "idle"), s.get("instrument", ""))
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)
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conn.commit()
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cur.close()
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conn.close()
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def save_trade(strategy: str, side: str, size: float, price: float, pnl: float, fee: float, tid: int, reason: str = ""):
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"""Save a single trade fill to PG."""
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conn = get_conn()
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cur = conn.cursor()
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cur.execute(
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"INSERT INTO trade_log (ts, strategy, side, size, price, pnl, fee, fill_tid, reason) "
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"VALUES (NOW(), %s, %s, %s, %s, %s, %s, %s, %s)",
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(strategy, side, size, price, pnl, fee, tid, reason)
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)
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conn.commit()
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cur.close()
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conn.close()
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def save_equity(strategy: str, equity: float):
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"""Save equity point for a strategy."""
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conn = get_conn()
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cur = conn.cursor()
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cur.execute(
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"INSERT INTO equity_history (ts, strategy, equity) VALUES (NOW(), %s, %s)",
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(strategy, equity)
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)
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conn.commit()
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cur.close()
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conn.close()
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# ═══════════ Fill Tracker (seen_fills) ═══════════
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def load_fill_tracker() -> set:
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"""Load seen_fills from PG — avoids reloading ALL history from API on restart."""
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seen = set()
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try:
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conn = get_conn()
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cur = conn.cursor()
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cur.execute("SELECT tid FROM fill_tracker")
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for row in cur.fetchall():
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seen.add(row[0])
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cur.close()
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conn.close()
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except Exception:
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pass
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return seen
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def save_fill_tids(tids: set):
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"""Batch save new fill TIDs to PG."""
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if not tids:
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return
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conn = get_conn()
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cur = conn.cursor()
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for tid in tids:
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try:
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cur.execute(
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"INSERT INTO fill_tracker (tid) VALUES (%s) ON CONFLICT (tid) DO NOTHING",
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(tid,)
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)
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except Exception:
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pass
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conn.commit()
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cur.close()
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conn.close()
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# ═══════════ Query Helpers ═══════════
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def get_trades(strategy: str = None, limit: int = 200):
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conn = get_conn()
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cur = conn.cursor()
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if strategy:
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cur.execute("SELECT * FROM trade_log WHERE strategy=%s ORDER BY ts DESC LIMIT %s", (strategy, limit))
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else:
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cur.execute("SELECT * FROM trade_log ORDER BY ts DESC LIMIT %s", (limit,))
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rows = cur.fetchall()
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cur.close()
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conn.close()
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return rows
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def get_equity(strategy: str, limit: int = 500):
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conn = get_conn()
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cur = conn.cursor()
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cur.execute("SELECT ts, equity FROM equity_history WHERE strategy=%s ORDER BY ts ASC LIMIT %s", (strategy, limit))
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rows = cur.fetchall()
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cur.close()
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conn.close()
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return [(str(r[0]), r[1]) for r in rows]
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