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"""
Pydantic models for ARIA pipeline: asset data, tech result, sentiment, decision, alert payload.
"""
from typing import Optional
from pydantic import BaseModel, Field
class AssetData(BaseModel):
asset: str
price: float
change_1h: str = ""
change_24h: str = ""
volume_ratio: float = 1.0
ohlcv_14: list[dict] = Field(default_factory=list) # e.g. [{"o", "h", "l", "c", "v", "t"}, ...]
ohlcv_50: list[dict] = Field(default_factory=list)
high_52w: float = 0.0
low_52w: float = 0.0
class TechResult(BaseModel):
asset: str
rsi: float = 0.0
macd_signal: str = "NEUTRAL" # BULLISH_CROSS, BEARISH_CROSS, NEUTRAL
bb_signal: str = "NEUTRAL" # LOWER_BAND_BOUNCE, UPPER_BAND_TOUCH, NEUTRAL
ema_cross: str = "NEUTRAL" # GOLDEN_CROSS, DEATH_CROSS, NEUTRAL
volume_spike: bool = False
tech_score: int = 0
bias: str = "NEUTRAL" # STRONG BUY, MODERATE BUY, NEUTRAL, MODERATE SELL, STRONG SELL
class SentimentResult(BaseModel):
asset: str
headlines: list[str] = Field(default_factory=list)
sentiment: str = "MIXED" # POSITIVE, NEGATIVE, MIXED
sentiment_score: int = 0 # +1, 0, -1
narrative: str = ""
class DecisionRecord(BaseModel):
asset: str
tech_score: int = 0
sentiment: str = "MIXED"
final_score: float = 0.0
decision: str = "SKIP" # ALERT | SKIP
priority: int = 0
skip_reason: Optional[str] = None
class AlertPayload(BaseModel):
asset: str
bias: str
price: float
change_24h: str
tech_score: int
sentiment: str
narrative: str
final_score: float
key_signals: list[str] = Field(default_factory=list)
url: str = ""