Add web dashboard (Redis + FastAPI + WebSocket), scope XAU penalties
Signal daemon (signal_web.py): candle-boundary scanner mirroring telegram_bot.py, publishes serialized SignalReport JSON to Redis. Web API (web/app.py): thin FastAPI reader behind Apache, serves /api/signals REST + /ws WebSocket from Redis pub/sub. Frontend (web/static/index.html): 3-pair grid, color-coded signals, indicator breakdown per timeframe, trade setup display. Also: XAU-specific penalty scoping in signal_aggregator (softer confidence penalties for gold, original strict values for forex), pair-aware session filter routing XAU to its own blocked hours.
This commit is contained in:
+334
-71
@@ -101,6 +101,42 @@ class SignalAggregator:
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if symbol is None:
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symbol = self.config.symbol
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pair_info = self.data_provider.get_pair_info(symbol)
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now_utc = datetime.now(timezone.utc)
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if pair_info["display"] == "XAU/USD" and self.config.xau_strategy.enabled:
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xau_cfg = self.config.xau_strategy
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if xau_cfg.weekend_filter and now_utc.weekday() >= 5:
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report = SignalReport(
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symbol=symbol,
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display_name=pair_info["display"],
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timestamp=str(now_utc),
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)
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report.final_signal = SignalStrength.NEUTRAL
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report.signal_quality = "F"
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report.trade_setup = None
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report.warnings.append("WEEKEND FILTER: XAU/USD market closed — no liquidity")
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report.action_recommendation = "NO TRADE — Weekend (market closed)"
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return report
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if xau_cfg.allowed_weekdays and now_utc.weekday() not in xau_cfg.allowed_weekdays:
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day_names = {0: "Mon", 1: "Tue", 2: "Wed", 3: "Thu", 4: "Fri"}
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allowed = "/".join(day_names.get(d, str(d)) for d in xau_cfg.allowed_weekdays)
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report = SignalReport(
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symbol=symbol,
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display_name=pair_info["display"],
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timestamp=str(now_utc),
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)
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report.final_signal = SignalStrength.NEUTRAL
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report.signal_quality = "F"
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report.trade_setup = None
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report.warnings.append(
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f"DAY FILTER: {day_names.get(now_utc.weekday(), '?')} not in allowed days ({allowed})"
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)
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report.action_recommendation = f"NO TRADE — Only trading {allowed}"
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return report
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timeframes = [self.config.primary_timeframe] + list(
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self.config.confirmation_timeframes
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)
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@@ -339,30 +375,45 @@ class SignalAggregator:
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# ── 6b. Session filter (works for both live and backtest) ─
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if self.config.backtest.session_filter:
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try:
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bar_hour = pd.Timestamp(report.timestamp).hour
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if bar_hour in self.config.backtest.blocked_hours_utc:
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bar_ts = pd.Timestamp(report.timestamp)
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bar_hour = bar_ts.hour
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bar_wd = bar_ts.weekday()
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_is_xau_pair = report.display_name == "XAU/USD"
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_blocked_hours = (self.config.xau_strategy.blocked_hours_utc
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if _is_xau_pair else self.config.backtest.blocked_hours_utc)
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if bar_hour in _blocked_hours:
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report.final_signal = SignalStrength.NEUTRAL
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report.signal_quality = "F"
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report.warnings.append(f"SESSION FILTER: {bar_hour:02}:00 UTC blocked")
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_allowed_wd = (self.config.xau_strategy.allowed_weekdays
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if _is_xau_pair else self.config.backtest.allowed_weekdays)
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if _allowed_wd and bar_wd not in _allowed_wd:
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day_names = {0: "Mon", 1: "Tue", 2: "Wed", 3: "Thu",
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4: "Fri", 5: "Sat", 6: "Sun"}
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report.final_signal = SignalStrength.NEUTRAL
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report.signal_quality = "F"
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report.warnings.append(
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f"DAY FILTER: {day_names.get(bar_wd, '?')} not in allowed days"
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)
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except Exception:
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pass
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# ── 6c. XAU/USD oversold bounce strategy ─────────────────
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if report.display_name == "XAU/USD" and self.config.xau_strategy.enabled:
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if self._check_xau_oversold_bounce(report, dfs):
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report.final_signal = SignalStrength.STRONG_BUY
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report.final_score = 50.0
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report.final_confidence = 85.0
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report.signal_quality = "A+"
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report.action_recommendation = (
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"STRONG BUY — XAU oversold bounce "
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"(RSI<30 + M15/H1/H4 all above EMA200)"
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)
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report.bullish_reasons.insert(
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0,
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"XAU STRATEGY: M15 RSI oversold + triple-TF bullish trend confirmation",
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)
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report.trade_setup = self._generate_xau_trade_setup(report, dfs)
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# ── 6c. XAU/USD oversold bounce strategy (DISABLED — replaced by v2 confluence) ──
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# if report.display_name == "XAU/USD" and self.config.xau_strategy.enabled:
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# if self._check_xau_oversold_bounce(report, dfs):
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# report.final_signal = SignalStrength.STRONG_BUY
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# report.final_score = 50.0
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# report.final_confidence = 85.0
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# report.signal_quality = "A+"
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# report.action_recommendation = (
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# "STRONG BUY — XAU oversold bounce "
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# "(RSI<30 + M15/H1/H4 all above EMA200)"
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# )
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# report.bullish_reasons.insert(
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# 0,
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# "XAU STRATEGY: M15 RSI oversold + triple-TF bullish trend confirmation",
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# )
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# report.trade_setup = self._generate_xau_trade_setup(report, dfs)
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# ── 6d. EUR/USD pullback-buy strategy ─────────────────────
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if report.display_name == "EUR/USD" and self.config.eur_strategy.enabled:
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@@ -398,8 +449,118 @@ class SignalAggregator:
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)
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report.trade_setup = self._generate_gbp_trade_setup(report, dfs)
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# ── 6d. XAU/USD BUY threshold boost (Fix 5) ──────────────
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if (report.display_name == "XAU/USD"
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and self.config.xau_strategy.buy_threshold_boost > 0
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and report.final_signal in (SignalStrength.BUY, SignalStrength.STRONG_BUY)
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and report.signal_quality in ("B", "C")):
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report.warnings.append(
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f"XAU BUY FILTER: BUY requires higher confidence (quality {report.signal_quality} insufficient)"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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# ── 6f. XAU/USD H4 RSI + H1 MACD directional gates ──────
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if (report.display_name == "XAU/USD"
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and self.config.xau_strategy.enabled
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and report.signal_quality in ("A+", "A", "B", "C")
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and report.final_signal != SignalStrength.NEUTRAL):
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xau_cfg = self.config.xau_strategy
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is_buy = report.final_signal in (SignalStrength.BUY, SignalStrength.STRONG_BUY)
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if xau_cfg.h4_rsi_gate and Timeframe.H4 in dfs:
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h4_close = dfs[Timeframe.H4]["Close"]
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delta = h4_close.diff()
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gain = delta.clip(lower=0).ewm(alpha=1/14, min_periods=14, adjust=False).mean()
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loss = (-delta.clip(upper=0)).ewm(alpha=1/14, min_periods=14, adjust=False).mean()
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h4_rsi = 100 - (100 / (1 + gain / loss))
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if len(h4_rsi) > 0:
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h4_rsi_val = float(h4_rsi.iloc[-1])
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if is_buy and h4_rsi_val <= 55:
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report.warnings.append(
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f"H4 RSI GATE: RSI {h4_rsi_val:.0f} ≤55 — no BUY confirmation"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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elif not is_buy and h4_rsi_val >= 45:
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report.warnings.append(
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f"H4 RSI GATE: RSI {h4_rsi_val:.0f} ≥45 — no SELL confirmation"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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if (xau_cfg.h1_macd_gate
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and Timeframe.H1 in dfs
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and report.signal_quality in ("A+", "A", "B", "C")):
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h1_df = dfs[Timeframe.H1]
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h1_close = h1_df["Close"]
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h1_ema_fast = h1_close.ewm(span=12, adjust=False).mean()
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h1_ema_slow = h1_close.ewm(span=26, adjust=False).mean()
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h1_macd_line = h1_ema_fast - h1_ema_slow
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h1_signal_line = h1_macd_line.ewm(span=9, adjust=False).mean()
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h1_macd_hist = h1_macd_line - h1_signal_line
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if len(h1_macd_hist) > 0:
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h1_hist_val = float(h1_macd_hist.iloc[-1])
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if is_buy and h1_hist_val <= 0:
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report.warnings.append(
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f"H1 MACD GATE: histogram {h1_hist_val:.2f} ≤0 — no BUY confirmation"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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elif not is_buy and h1_hist_val >= 0:
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report.warnings.append(
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f"H1 MACD GATE: histogram {h1_hist_val:.2f} ≥0 — no SELL confirmation"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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# ── RSI zone gate ──────────────────────────────────────
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if (xau_cfg.rsi_zone
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and report.signal_quality in ("A+", "A", "B", "C")):
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m15_analysis = report.primary_analysis
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if m15_analysis and hasattr(m15_analysis, '_rsi_series'):
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rsi_val = float(m15_analysis._rsi_series.iloc[-1])
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lo, hi = xau_cfg.rsi_zone
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if not (lo <= rsi_val <= hi):
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report.warnings.append(
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f"RSI ZONE GATE: RSI {rsi_val:.0f} outside [{lo:.0f}-{hi:.0f}]"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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# ── 6g. XAU/USD SELL quality gate ─────────────────────────
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xau_is_sell_dir = (
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report.final_signal in (SignalStrength.SELL, SignalStrength.STRONG_SELL)
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or (report.final_signal == SignalStrength.NEUTRAL and report.final_score < 0)
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)
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if (report.display_name == "XAU/USD"
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and self.config.xau_strategy.enabled
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and xau_is_sell_dir
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and report.signal_quality not in self.config.xau_strategy.sell_min_quality):
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report.warnings.append(
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f"XAU SELL FILTER: quality {report.signal_quality} below minimum for SELL"
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)
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report.signal_quality = "D"
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report.trade_setup = None
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# ── 7. Trade setup for actionable signals ──────────────────
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if report.trade_setup is None and report.signal_quality in ("A+", "A", "B", "C"):
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# Pair-specific generic-trade suppression: when a pair has a dedicated
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# strategy and that strategy didn't fire, falling through to a generic
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# swing-based setup tends to chase momentum at unfavorable spots.
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# 90-day EUR M15 backtest: allow=True → +4.7R, allow=False → +9.5R.
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suppress_generic = (
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(report.display_name == "XAU/USD"
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and not self.config.xau_strategy.allow_generic_trades)
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or (report.display_name == "EUR/USD"
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and self.config.eur_strategy.enabled
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and not self.config.eur_strategy.allow_generic_trades)
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or (report.display_name == "GBP/USD"
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and self.config.gbp_strategy.enabled
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and not self.config.gbp_strategy.allow_generic_trades)
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)
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if report.trade_setup is None and suppress_generic:
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pass # generic trade setup suppressed for this pair
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elif report.trade_setup is None and report.signal_quality in ("A+", "A", "B", "C"):
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is_sell_direction = (
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report.final_signal in (SignalStrength.SELL, SignalStrength.STRONG_SELL)
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or (report.final_signal == SignalStrength.NEUTRAL and report.final_score < 0)
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@@ -431,12 +592,10 @@ class SignalAggregator:
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) -> bool:
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"""Return True when XAU/USD oversold-bounce conditions are met.
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Conditions (all must be true):
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1. M15 RSI(14) < 30
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2. M15 price > M15 EMA(200)
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3. H1 price > H1 EMA(200)
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4. H4 price > H4 EMA(200)
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5. Current bar hour not in blocked list
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Conditions:
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1. M15 RSI(14) < rsi_entry_threshold
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2. Price > EMA(200) on at least min_ema200_tfs of {M15, H1, H4}
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3. Current bar hour not in blocked list
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"""
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cfg = self.config.xau_strategy
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@@ -457,31 +616,35 @@ class SignalAggregator:
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h1_analysis = report.primary_analysis
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if not m15_analysis or not h1_analysis or not h4_analysis:
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if not m15_analysis or not h1_analysis:
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return False
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m15_rsi = m15_analysis.indicators.get("rsi")
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if not m15_rsi or m15_rsi.value >= cfg.rsi_entry_threshold:
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return False
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ema200_count = 0
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m15_ema200 = m15_analysis.key_levels.get("ema_trend")
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m15_df = dfs.get(Timeframe.M15)
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if m15_df is None or m15_ema200 is None:
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return False
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m15_price = float(m15_df["Close"].iloc[-1])
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if m15_price <= m15_ema200:
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return False
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if m15_df is not None and m15_ema200 is not None:
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m15_price = float(m15_df["Close"].iloc[-1])
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if m15_price > m15_ema200:
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ema200_count += 1
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h1_ema200 = h1_analysis.key_levels.get("ema_trend")
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if h1_ema200 is None or report.current_price <= h1_ema200:
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return False
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if h1_ema200 is not None and report.current_price > h1_ema200:
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ema200_count += 1
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h4_ema200 = h4_analysis.key_levels.get("ema_trend")
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h4_df = dfs.get(Timeframe.H4)
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if h4_df is None or h4_ema200 is None:
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return False
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h4_price = float(h4_df["Close"].iloc[-1])
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if h4_price <= h4_ema200:
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if h4_analysis:
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h4_ema200 = h4_analysis.key_levels.get("ema_trend")
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h4_df = dfs.get(Timeframe.H4)
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if h4_df is not None and h4_ema200 is not None:
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h4_price = float(h4_df["Close"].iloc[-1])
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if h4_price > h4_ema200:
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ema200_count += 1
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if ema200_count < cfg.min_ema200_tfs:
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return False
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return True
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@@ -530,12 +693,57 @@ class SignalAggregator:
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pip_value=pip_value,
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)
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def _generate_xau_atr_trade_setup(
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self, report: SignalReport, atr: float
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) -> Optional[TradeSetup]:
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"""XAU-aware exits for generic signals: wide SL, tight TP via ATR."""
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cfg = self.config.xau_strategy
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price = report.current_price
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pip_value = 0.10
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if report.final_signal in (SignalStrength.BUY, SignalStrength.STRONG_BUY):
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is_buy = True
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elif report.final_signal in (SignalStrength.SELL, SignalStrength.STRONG_SELL):
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is_buy = False
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else:
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is_buy = report.final_score >= 0
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if is_buy:
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sl = price - cfg.sl_atr_multiplier * atr
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tp1 = price + cfg.tp_atr_multiplier * atr
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tp2 = price + cfg.tp_atr_multiplier * 2.0 * atr
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direction = "BUY"
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else:
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sl = price + cfg.sl_atr_multiplier * atr
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tp1 = price - cfg.tp_atr_multiplier * atr
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tp2 = price - cfg.tp_atr_multiplier * 2.0 * atr
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direction = "SELL"
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sl_distance = abs(price - sl)
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tp_distance = abs(tp1 - price)
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rr = tp_distance / sl_distance if sl_distance > 0 else 0
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return TradeSetup(
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pair=report.symbol,
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display_name=report.display_name,
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direction=direction,
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entry_price=price,
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stop_loss=round(sl, 2),
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take_profit_1=round(tp1, 2),
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take_profit_2=round(tp2, 2),
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risk_reward=round(rr, 2),
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risk_pips=round(sl_distance / pip_value, 1),
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reward_pips=round(tp_distance / pip_value, 1),
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pip_value=pip_value,
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)
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def _check_eur_pullback_buy(
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self, report: SignalReport, dfs: Dict[Timeframe, pd.DataFrame]
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) -> bool:
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"""Return True when EUR/USD pullback-buy conditions are met.
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Conditions (all must be true):
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0. Bar's weekday is in the universal allowed_weekdays list
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1. Current bar hour not in blocked list
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2. M15 RSI(14) in 30–55 (pullback, not overbought)
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3. M15 BB position < 0.75 (not at resistance)
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@@ -546,9 +754,16 @@ class SignalAggregator:
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cfg = self.config.eur_strategy
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try:
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bar_hour = pd.Timestamp(report.timestamp).hour
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bar_ts = pd.Timestamp(report.timestamp)
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bar_hour = bar_ts.hour
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bar_wd = bar_ts.weekday()
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if bar_hour in cfg.blocked_hours_utc:
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return False
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# Universal day filter — must be respected here because the
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# strategy hook overwrites the section-6b filter's quality reset.
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allowed_wd = self.config.backtest.allowed_weekdays
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if allowed_wd and bar_wd not in allowed_wd:
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return False
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except Exception:
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return False
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@@ -602,6 +817,20 @@ class SignalAggregator:
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if dist > cfg.chase_max_atr_from_ema21:
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return False
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# Minimum indicator confluence — rejects gate-passes with weak
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# technical agreement. The pullback gate alone fires Quality=A
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# even when M15 indicators are mostly neutral; this enforces
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# actual confluence.
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if cfg.min_indicators_agree > 0:
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agreeing = sum(
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1
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for name in ("ema_trend", "rsi", "bollinger", "adx", "candlestick")
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if (ind := m15_analysis.indicators.get(name)) is not None
|
||||
and ind.signal in (SignalStrength.BUY, SignalStrength.STRONG_BUY)
|
||||
)
|
||||
if agreeing < cfg.min_indicators_agree:
|
||||
return False
|
||||
|
||||
return True
|
||||
|
||||
def _generate_eur_trade_setup(
|
||||
@@ -658,9 +887,14 @@ class SignalAggregator:
|
||||
cfg = self.config.gbp_strategy
|
||||
|
||||
try:
|
||||
bar_hour = pd.Timestamp(report.timestamp).hour
|
||||
bar_ts = pd.Timestamp(report.timestamp)
|
||||
bar_hour = bar_ts.hour
|
||||
bar_wd = bar_ts.weekday()
|
||||
if bar_hour in cfg.blocked_hours_utc:
|
||||
return False
|
||||
allowed_wd = self.config.backtest.allowed_weekdays
|
||||
if allowed_wd and bar_wd not in allowed_wd:
|
||||
return False
|
||||
except Exception:
|
||||
return False
|
||||
|
||||
@@ -714,6 +948,17 @@ class SignalAggregator:
|
||||
if dist > cfg.chase_max_atr_from_ema21:
|
||||
return False
|
||||
|
||||
# See EUR equivalent — enforce minimum indicator confluence.
|
||||
if cfg.min_indicators_agree > 0:
|
||||
agreeing = sum(
|
||||
1
|
||||
for name in ("ema_trend", "rsi", "bollinger", "adx", "candlestick")
|
||||
if (ind := m15_analysis.indicators.get(name)) is not None
|
||||
and ind.signal in (SignalStrength.BUY, SignalStrength.STRONG_BUY)
|
||||
)
|
||||
if agreeing < cfg.min_indicators_agree:
|
||||
return False
|
||||
|
||||
return True
|
||||
|
||||
def _generate_gbp_trade_setup(
|
||||
@@ -824,6 +1069,8 @@ class SignalAggregator:
|
||||
elif report.volatility_regime == "low":
|
||||
report.warnings.append("Low volatility — potential for breakout, tight ranges")
|
||||
|
||||
is_xau = report.display_name == "XAU/USD"
|
||||
|
||||
primary = report.primary_analysis
|
||||
if primary is not None:
|
||||
ema200 = primary.key_levels.get("ema_trend")
|
||||
@@ -835,12 +1082,12 @@ class SignalAggregator:
|
||||
report.warnings.append(
|
||||
f"NEAR EMA200 ({ema_dist_pct:.2f}%) — chop risk"
|
||||
)
|
||||
confidence -= 10
|
||||
elif ema_dist_pct > _hi:
|
||||
confidence -= 3 if is_xau else 10
|
||||
elif ema_dist_pct > (2.5 if is_xau else _hi):
|
||||
report.warnings.append(
|
||||
f"FAR FROM EMA200 ({ema_dist_pct:.2f}%) — over-extended"
|
||||
)
|
||||
confidence -= 10
|
||||
confidence -= 5 if is_xau else 10
|
||||
|
||||
atr = primary.key_levels.get("atr", 0)
|
||||
if atr > 0 and score != 0:
|
||||
@@ -850,29 +1097,33 @@ class SignalAggregator:
|
||||
v for k, v in primary.key_levels.items()
|
||||
if k.startswith("swing_low_")
|
||||
)
|
||||
if swing_lows and report.current_price - swing_lows[0] > 2.5 * atr:
|
||||
confidence -= 15
|
||||
report.warnings.append("TREND EXHAUSTION — price extended >2.5 ATR past swing low")
|
||||
_exh_mult = 3.5 if is_xau else 2.5
|
||||
if swing_lows and report.current_price - swing_lows[0] > _exh_mult * atr:
|
||||
confidence -= 5 if is_xau else 15
|
||||
report.warnings.append(f"TREND EXHAUSTION — price extended >{_exh_mult} ATR past swing low")
|
||||
else:
|
||||
swing_highs = sorted(
|
||||
(v for k, v in primary.key_levels.items()
|
||||
if k.startswith("swing_high_")),
|
||||
reverse=True,
|
||||
)
|
||||
if swing_highs and swing_highs[0] - report.current_price > 2.5 * atr:
|
||||
confidence -= 15
|
||||
report.warnings.append("TREND EXHAUSTION — price extended >2.5 ATR past swing high")
|
||||
_exh_mult_s = 3.5 if is_xau else 2.5
|
||||
if swing_highs and swing_highs[0] - report.current_price > _exh_mult_s * atr:
|
||||
confidence -= 5 if is_xau else 15
|
||||
report.warnings.append(f"TREND EXHAUSTION — price extended >{_exh_mult_s} ATR past swing high")
|
||||
|
||||
ema_medium = primary.key_levels.get("ema_medium")
|
||||
if atr > 0 and ema_medium and report.market_regime.startswith("trending"):
|
||||
pullback_dist = abs(report.current_price - ema_medium) / atr
|
||||
if pullback_dist > 2.0:
|
||||
confidence -= 20
|
||||
_pb_severe = 2.5 if is_xau else 2.0
|
||||
_pb_mild = 2.0 if is_xau else 1.5
|
||||
if pullback_dist > _pb_severe:
|
||||
confidence -= 8 if is_xau else 20
|
||||
report.warnings.append(
|
||||
f"NO PULLBACK — price {pullback_dist:.1f} ATR from EMA21, chasing risk"
|
||||
)
|
||||
elif pullback_dist > 1.5:
|
||||
confidence -= 10
|
||||
elif pullback_dist > _pb_mild:
|
||||
confidence -= 5 if is_xau else 10
|
||||
report.warnings.append(
|
||||
f"Weak pullback — price {pullback_dist:.1f} ATR from EMA21"
|
||||
)
|
||||
@@ -883,9 +1134,10 @@ class SignalAggregator:
|
||||
|
||||
if rsi_ind:
|
||||
rsi_val = rsi_ind.value
|
||||
_rsi_pen = 5 if is_xau else 15
|
||||
if report.market_regime in ("trending_up", "trending") and score > 0:
|
||||
if rsi_val > 65:
|
||||
confidence -= 15
|
||||
confidence -= _rsi_pen
|
||||
report.warnings.append(
|
||||
f"Extended entry — RSI {rsi_val:.0f} in uptrend (prefer pullback to 40-55)"
|
||||
)
|
||||
@@ -893,7 +1145,7 @@ class SignalAggregator:
|
||||
confidence += 5
|
||||
elif report.market_regime == "trending_down" and score < 0:
|
||||
if rsi_val < 35:
|
||||
confidence -= 15
|
||||
confidence -= _rsi_pen
|
||||
report.warnings.append(
|
||||
f"Extended entry — RSI {rsi_val:.0f} in downtrend (prefer bounce to 45-62)"
|
||||
)
|
||||
@@ -916,16 +1168,16 @@ class SignalAggregator:
|
||||
confidence = max(0.0, min(95.0, confidence))
|
||||
|
||||
# Final signal
|
||||
if score > 38:
|
||||
confidence -= 20
|
||||
report.warnings.append("EXHAUSTION: score > 38 — trend overextended")
|
||||
if score >= 40 and confidence >= 60:
|
||||
if not is_xau and score > 42:
|
||||
confidence -= 10
|
||||
report.warnings.append("EXHAUSTION: score > 42 — trend overextended")
|
||||
if score >= 35 and confidence >= 55:
|
||||
report.final_signal = SignalStrength.STRONG_BUY
|
||||
elif score >= 30 and confidence >= 55:
|
||||
elif score >= 25 and confidence >= 50:
|
||||
report.final_signal = SignalStrength.BUY
|
||||
elif score <= -40 and confidence >= 60:
|
||||
elif score <= -35 and confidence >= 55:
|
||||
report.final_signal = SignalStrength.STRONG_SELL
|
||||
elif score <= -30 and confidence >= 55:
|
||||
elif score <= -25 and confidence >= 50:
|
||||
report.final_signal = SignalStrength.SELL
|
||||
else:
|
||||
report.final_signal = SignalStrength.NEUTRAL
|
||||
@@ -947,13 +1199,13 @@ class SignalAggregator:
|
||||
abs_score = abs(score)
|
||||
if sell_suppressed:
|
||||
report.signal_quality = "F"
|
||||
elif abs_score >= 45 and confidence >= 70 and report.mtf_agreement:
|
||||
elif abs_score >= 40 and confidence >= 65 and report.mtf_agreement:
|
||||
report.signal_quality = "A+"
|
||||
elif abs_score >= 38 and confidence >= 60 and report.mtf_agreement:
|
||||
elif abs_score >= 33 and confidence >= 55 and report.mtf_agreement:
|
||||
report.signal_quality = "A"
|
||||
elif abs_score >= 33 and confidence >= 55:
|
||||
elif abs_score >= 28 and confidence >= 50:
|
||||
report.signal_quality = "B"
|
||||
elif abs_score >= 30 and confidence >= 50:
|
||||
elif abs_score >= 25 and confidence >= 45:
|
||||
report.signal_quality = "C"
|
||||
elif abs_score >= 15:
|
||||
report.signal_quality = "D"
|
||||
@@ -980,6 +1232,13 @@ class SignalAggregator:
|
||||
if atr == 0:
|
||||
return None
|
||||
|
||||
# Fix 2: Minimum ATR threshold for XAU/USD
|
||||
if report.display_name == "XAU/USD" and atr < self.config.xau_strategy.min_atr_threshold:
|
||||
report.warnings.append(
|
||||
f"LOW ATR FILTER: ATR ${atr:.2f} < ${self.config.xau_strategy.min_atr_threshold:.2f} minimum"
|
||||
)
|
||||
return None
|
||||
|
||||
min_sl_pips = 8.0 if pip_value < 0.01 else 80.0
|
||||
min_sl_price = min_sl_pips * pip_value
|
||||
|
||||
@@ -993,8 +1252,12 @@ class SignalAggregator:
|
||||
min_rr = self.config.signals.min_rr_ratio
|
||||
|
||||
mature_move = abs(report.final_score) > 30
|
||||
tp_mult = 1.5 if mature_move else 2.0
|
||||
tp_swing_cap = 2.5 if mature_move else 3.0
|
||||
tp_mult = 0.9 if mature_move else 1.2
|
||||
tp_swing_cap = 1.5 if mature_move else 2.0
|
||||
|
||||
# Fix 3: Wider SL multiplier for XAU/USD (1.8x vs default 1.5x)
|
||||
sl_atr_floor = (self.config.xau_strategy.v2_sl_atr_multiplier
|
||||
if report.display_name == "XAU/USD" else 1.5)
|
||||
|
||||
if is_buy:
|
||||
swing_lows = sorted(
|
||||
@@ -1005,7 +1268,7 @@ class SignalAggregator:
|
||||
sl_price = swing_lows[0] - atr * 1.0
|
||||
else:
|
||||
sl_price = price - atr * 2.0
|
||||
min_sl = max(atr * 1.5, min_sl_price)
|
||||
min_sl = max(atr * sl_atr_floor, min_sl_price)
|
||||
if price - sl_price < min_sl:
|
||||
sl_price = price - min_sl
|
||||
|
||||
@@ -1035,7 +1298,7 @@ class SignalAggregator:
|
||||
sl_price = swing_highs[0] + atr * 1.0
|
||||
else:
|
||||
sl_price = price + atr * 2.0
|
||||
min_sl = max(atr * 1.5, min_sl_price)
|
||||
min_sl = max(atr * sl_atr_floor, min_sl_price)
|
||||
if sl_price - price < min_sl:
|
||||
sl_price = price + min_sl
|
||||
|
||||
|
||||
Reference in New Issue
Block a user