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https://github.com/triqbit/mt5-ai-xauusd-trader.git
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c6668af65b
* docs: improve developer onboarding and contribution experience - Harden DX domain: format and fix 35+ files in scripts/ and migrations/. - Sync health dashboards (PROJECT_HEALTH, EXECUTIVE_SUMMARY) with June 5 metrics. - Update maturity maps in ARCHITECTURE_QUICK and SCORECARD to 'Production'. - Reduce total repo lint debt from 146 to 33. Co-authored-by: triqbit <242833443+triqbit@users.noreply.github.com> * docs: improve developer onboarding and contribution experience - Harden DX domain: format and fix 25+ files in scripts/ and utility modules. - Sync health dashboards (PROJECT_HEALTH, EXECUTIVE_SUMMARY) with June 5 metrics. - Update maturity maps in ARCHITECTURE_QUICK and SCORECARD to 'Production'. - Ensure strictly non-restricted files are modified to comply with auto-merge policy. Co-authored-by: triqbit <242833443+triqbit@users.noreply.github.com> --------- Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com> Co-authored-by: triqbit <242833443+triqbit@users.noreply.github.com>
113 lines
3.0 KiB
Python
113 lines
3.0 KiB
Python
import os
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import sys
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from rich.console import Console
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# Add project root to path
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sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
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from src.core.explainability import SignalExplainer
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from src.core.schemas import ExecutionDecision, TradeSignal
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from src.models.regime_detector import MarketRegime, RegimeInfo
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def verify_ui():
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console = Console(force_terminal=True, width=100)
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explainer = SignalExplainer()
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print("\n" + "=" * 80)
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print("SCENARIO 1: HIGH-CONFIDENCE APPROVED BUY SIGNAL")
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print("=" * 80)
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regime = RegimeInfo(
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label=MarketRegime.TRENDING,
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confidence=0.92,
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transition_score=0.05,
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volatility_index=1.1,
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)
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signal = TradeSignal(
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symbol="XAUUSD",
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direction=1,
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entry_price=2000.0,
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stop_loss=1990.0,
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take_profit=2020.0,
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lot_size=0.1,
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algorithm="ensemble",
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confidence=0.88,
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)
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feature_impacts = {
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"base_M5_rsi": 0.85,
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"base_M5_slope_20": 0.75,
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"base_M5_atr": 0.2,
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"base_M5_rvol": 0.6,
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"pattern_hammer": 0.9,
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}
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risk_data = {
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"passed": True,
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"risk_reward": 2.8,
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"drawdown_impact": 0.02,
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"kelly_fraction": 0.15,
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"summary": "Risk profile aligned with institutional standards.",
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}
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execution_data = ExecutionDecision(
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signal=signal,
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is_approved=True,
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confidence_score=0.88,
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trace={
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"spread": {"passed": True, "value": 0.3, "threshold": 1.0},
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"momentum": {"passed": True, "rsi": 62},
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"trend": {"passed": True, "slope": 0.4},
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},
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)
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explanation = explainer.explain(
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symbol="XAUUSD",
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direction=1,
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confidence=0.88,
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model_votes={"PPO": 1, "LSTM": 1, "Transformer": 1},
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model_weights={"PPO": 0.4, "LSTM": 0.3, "Transformer": 0.3},
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risk_data=risk_data,
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regime_info=regime,
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execution_data=execution_data,
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feature_impacts=feature_impacts,
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signal_id=888,
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)
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explainer.format_for_terminal(explanation, console=console)
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print("\n" + "=" * 80)
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print("SCENARIO 2: BLOCKED SIGNAL (EXECUTION FILTER)")
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print("=" * 80)
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execution_data_blocked = ExecutionDecision(
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signal=signal,
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is_approved=False,
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confidence_score=0.75,
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blocked_by="ATR_VOLATILITY",
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trace={
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"atr_volatility": {"passed": False, "ratio": 3.5, "threshold": 3.0},
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"spread": {"passed": True, "value": 0.5},
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},
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)
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explanation_blocked = explainer.explain(
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symbol="XAUUSD",
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direction=-1,
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confidence=0.75,
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model_votes={"PPO": 2, "LSTM": 0},
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model_weights={"PPO": 0.7, "LSTM": 0.3},
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risk_data={"passed": True, "summary": "Risk OK"},
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regime_info={"name": "News Shock", "volatility": "Extreme", "is_favorable": False},
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execution_data=execution_data_blocked,
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)
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explainer.format_for_terminal(explanation_blocked, console=console)
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if __name__ == "__main__":
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verify_ui()
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