Crypto trading bot: engine, brokers, backtester, dashboard, deploy
FastAPI backend with a single-strategy async engine, paper and Binance brokers, pure-python indicators, a backtester that shares the engine's portfolio math, and a Vue dashboard with a live WebSocket feed. Adds the Gitea Actions CI/CD workflow that deploys to Traefik via docker_default.
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from __future__ import annotations
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from collections.abc import Sequence
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from app.backtest.metrics import compute_metrics
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from app.broker.paper import PaperBroker
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from app.engine.portfolio import (
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OpenPosition,
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account_equity,
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apply_close,
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apply_open,
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order_qty,
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realized_pnl,
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risk_exit,
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)
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from app.engine.strategies.base import Strategy, StrategyContext
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from app.models import OrderSide, PositionSide
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from app.schemas import BacktestPointOut, BacktestResult, BacktestTradeOut, Candle
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def _open_side(side: PositionSide) -> OrderSide:
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return OrderSide.BUY if side == PositionSide.LONG else OrderSide.SELL
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def _close_side(side: PositionSide) -> OrderSide:
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return OrderSide.SELL if side == PositionSide.LONG else OrderSide.BUY
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class Backtester:
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"""Runs a strategy bar-by-bar over historical candles.
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Reuses the very same ``Strategy``/``StrategyContext`` interface and the same
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portfolio math as the live engine, so results carry over to paper/live.
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"""
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def __init__(
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self,
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*,
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fee_bps: float = 10.0,
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slippage_bps: float = 5.0,
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starting_balance: float = 10_000.0,
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) -> None:
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self.broker = PaperBroker(fee_bps=fee_bps, slippage_bps=slippage_bps)
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self.starting_balance = starting_balance
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def run(
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self,
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candles: Sequence[Candle],
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strategy: Strategy,
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symbol: str,
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timeframe: str,
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) -> BacktestResult:
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starting = self.starting_balance
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cash = starting
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position: OpenPosition | None = None
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trades: list[BacktestTradeOut] = []
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curve: list[BacktestPointOut] = []
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error: str | None = None
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first_close = candles[0].close if candles else 0.0
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def close_at(level: float, ts: int, reason: str) -> None:
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nonlocal cash, position
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assert position is not None
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fill = self.broker.fill(symbol, _close_side(position.side), position.qty, level)
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cash = apply_close(cash, position.side, fill.qty, fill.price, fill.fee)
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pnl = realized_pnl(
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position.side,
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position.entry_price,
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fill.price,
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position.qty,
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position.entry_fee,
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fill.fee,
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)
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cost = position.entry_price * position.qty
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trades.append(
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BacktestTradeOut(
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side=position.side.value,
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entry_ts=position.entry_ts,
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exit_ts=ts,
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entry_price=position.entry_price,
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exit_price=fill.price,
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qty=position.qty,
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pnl=pnl,
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return_pct=(pnl / cost * 100) if cost else 0.0,
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reason=reason,
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)
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)
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position = None
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try:
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for i, candle in enumerate(candles):
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mark = candle.close
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if position is not None:
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hit = risk_exit(
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position.side,
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position.stop_loss,
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position.take_profit,
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candle.high,
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candle.low,
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)
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if hit is not None:
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close_at(hit[1], candle.ts, hit[0])
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equity = (
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account_equity(cash, position.side, position.qty, mark) if position else cash
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)
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ctx = StrategyContext(candles[: i + 1], position, equity, cash)
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strategy.on_candle(ctx)
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for intent in ctx.take_intents():
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if intent.action == "close":
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if position is not None:
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close_at(mark, candle.ts, intent.reason or "strategy close")
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elif intent.action in {"enter_long", "enter_short"} and position is None:
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side = (
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PositionSide.LONG
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if intent.action == "enter_long"
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else PositionSide.SHORT
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)
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size = intent.size if intent.size is not None else 1.0
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qty = order_qty(cash, size, side, cash, mark)
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if qty <= 0:
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continue
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fill = self.broker.fill(symbol, _open_side(side), qty, mark)
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cash = apply_open(cash, side, fill.qty, fill.price, fill.fee)
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position = OpenPosition(
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side=side,
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qty=fill.qty,
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entry_price=fill.price,
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entry_fee=fill.fee,
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stop_loss=intent.stop_loss,
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take_profit=intent.take_profit,
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entry_ts=candle.ts,
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)
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equity = (
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account_equity(cash, position.side, position.qty, mark) if position else cash
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)
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curve.append(
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BacktestPointOut(
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ts=candle.ts,
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equity=equity,
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buy_hold=starting * (mark / first_close) if first_close else starting,
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price=mark,
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)
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)
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except Exception as exc: # surface strategy/config errors in the result
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error = f"{type(exc).__name__}: {exc}"
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# Force-close any open position at the last close so trades are realized.
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if position is not None and candles and error is None:
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last = candles[-1]
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close_at(last.close, last.ts, "end of data")
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if curve:
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curve[-1] = BacktestPointOut(
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ts=last.ts,
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equity=cash,
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buy_hold=curve[-1].buy_hold,
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price=last.close,
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)
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return BacktestResult(
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strategy_key=strategy.key,
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strategy_name=strategy.name or strategy.key,
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symbol=symbol,
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timeframe=timeframe,
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starting_balance=starting,
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metrics=compute_metrics(curve, trades, starting, timeframe),
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equity_curve=curve,
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trades=trades,
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error=error,
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)
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