633b033f4d
- Infra: Freqtrade (futures dry-run) + Redis + dashboard + Docker Compose - Couche IA: ai_analyzer (Claude via abonnement, MCP TradingView, backfill biais) - Stratégies: SampleStrategy, AiBiasStrategy, IchimokuLS (long/short, validée train/test + données vierges + walk-forward), MTFIchimoku, variantes hyperopt - Arbitrage CEX (dry-run), backtesting, walk-forward, volatility targeting - IchimokuLS en dry-run live (config_live.json) Claude-Session: https://claude.ai/code/session_01VHETcFacdnDhQzthLpdYFR
59 lines
2.2 KiB
Python
59 lines
2.2 KiB
Python
"""Schémas de données partagés (Pydantic) pour la couche IA."""
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from __future__ import annotations
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from typing import Literal, Optional
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from pydantic import BaseModel, Field
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Direction = Literal["bullish", "bearish", "neutral"]
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class MarketBias(BaseModel):
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"""Biais de marché produit par Claude pour une paire."""
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pair: str = Field(..., description="Paire, ex. 'BTC/USDT'")
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direction: Direction = Field(..., description="Sens du biais")
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confidence: float = Field(..., ge=0.0, le=1.0, description="Confiance [0..1]")
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rationale: str = Field(..., description="Justification courte et factuelle")
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key_support: Optional[float] = Field(None, description="Support clé (prix)")
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key_resistance: Optional[float] = Field(None, description="Résistance clé (prix)")
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class MarketBiasBatch(BaseModel):
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"""Lot de biais (un appel Claude couvre toutes les paires)."""
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biases: list[MarketBias]
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def by_pair(self) -> dict[str, MarketBias]:
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return {b.pair: b for b in self.biases}
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@staticmethod
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def json_schema() -> dict:
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"""Schéma JSON passé à `claude -p --json-schema` (sous-ensemble supporté)."""
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return {
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"type": "object",
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"additionalProperties": False,
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"required": ["biases"],
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"properties": {
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"biases": {
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"type": "array",
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"items": {
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"type": "object",
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"additionalProperties": False,
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"required": ["pair", "direction", "confidence", "rationale"],
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"properties": {
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"pair": {"type": "string"},
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"direction": {
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"type": "string",
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"enum": ["bullish", "bearish", "neutral"],
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},
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"confidence": {"type": "number"},
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"rationale": {"type": "string"},
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"key_support": {"type": "number"},
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"key_resistance": {"type": "number"},
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},
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},
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}
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},
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}
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