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authorTheSiahxyz <164138827+TheSiahxyz@users.noreply.github.com>2026-04-01 16:17:04 +0900
committerTheSiahxyz <164138827+TheSiahxyz@users.noreply.github.com>2026-04-01 16:17:04 +0900
commitbdffabc630c0cc296fc164d5fa2ca8569626fd7e (patch)
tree563b6ee6960f1105a8aa0840f85f92805fd96a97 /services/strategy-engine/strategies
parent49e5baaebf2f9ca1ba7b85a80c3451c5789edde4 (diff)
feat(strategy): add Bollinger Bands strategy
Diffstat (limited to 'services/strategy-engine/strategies')
-rw-r--r--services/strategy-engine/strategies/bollinger_strategy.py86
-rw-r--r--services/strategy-engine/strategies/config/bollinger_strategy.yaml4
2 files changed, 90 insertions, 0 deletions
diff --git a/services/strategy-engine/strategies/bollinger_strategy.py b/services/strategy-engine/strategies/bollinger_strategy.py
new file mode 100644
index 0000000..bee7ee4
--- /dev/null
+++ b/services/strategy-engine/strategies/bollinger_strategy.py
@@ -0,0 +1,86 @@
+from collections import deque
+from decimal import Decimal
+
+import pandas as pd
+
+from shared.models import Candle, Signal, OrderSide
+from strategies.base import BaseStrategy
+
+
+class BollingerStrategy(BaseStrategy):
+ name: str = "bollinger"
+
+ def __init__(self) -> None:
+ self._closes: deque[float] = deque(maxlen=500)
+ self._period: int = 20
+ self._num_std: float = 2.0
+ self._min_bandwidth: float = 0.02
+ self._quantity: Decimal = Decimal("0.01")
+ self._was_below_lower: bool = False
+ self._was_above_upper: bool = False
+
+ @property
+ def warmup_period(self) -> int:
+ return self._period
+
+ def configure(self, params: dict) -> None:
+ self._period = int(params.get("period", 20))
+ self._num_std = float(params.get("num_std", 2.0))
+ self._min_bandwidth = float(params.get("min_bandwidth", 0.02))
+ self._quantity = Decimal(str(params.get("quantity", "0.01")))
+
+ def reset(self) -> None:
+ self._closes.clear()
+ self._was_below_lower = False
+ self._was_above_upper = False
+
+ def on_candle(self, candle: Candle) -> Signal | None:
+ self._closes.append(float(candle.close))
+
+ if len(self._closes) < self._period:
+ return None
+
+ series = pd.Series(list(self._closes))
+ sma = series.rolling(window=self._period).mean().iloc[-1]
+ std = series.rolling(window=self._period).std().iloc[-1]
+
+ upper = sma + self._num_std * std
+ lower = sma - self._num_std * std
+
+ # Bandwidth filter: skip sideways markets
+ if sma != 0 and (upper - lower) / sma < self._min_bandwidth:
+ return None
+
+ price = float(candle.close)
+
+ # Track band penetration
+ if price < lower:
+ self._was_below_lower = True
+ if price > upper:
+ self._was_above_upper = True
+
+ # BUY: was below lower band and recovered back inside
+ if self._was_below_lower and price >= lower:
+ self._was_below_lower = False
+ return Signal(
+ strategy=self.name,
+ symbol=candle.symbol,
+ side=OrderSide.BUY,
+ price=candle.close,
+ quantity=self._quantity,
+ reason=f"Price recovered above lower Bollinger Band ({lower:.2f})",
+ )
+
+ # SELL: was above upper band and recovered back inside
+ if self._was_above_upper and price <= upper:
+ self._was_above_upper = False
+ return Signal(
+ strategy=self.name,
+ symbol=candle.symbol,
+ side=OrderSide.SELL,
+ price=candle.close,
+ quantity=self._quantity,
+ reason=f"Price recovered below upper Bollinger Band ({upper:.2f})",
+ )
+
+ return None
diff --git a/services/strategy-engine/strategies/config/bollinger_strategy.yaml b/services/strategy-engine/strategies/config/bollinger_strategy.yaml
new file mode 100644
index 0000000..153cf81
--- /dev/null
+++ b/services/strategy-engine/strategies/config/bollinger_strategy.yaml
@@ -0,0 +1,4 @@
+period: 20
+num_std: 2.0
+min_bandwidth: 0.02
+quantity: "0.01"