feat(mcp-macro): add compute_percentile + classify_extreme pure helpers

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AdrianoDev
2026-04-28 23:58:38 +02:00
parent 201f263c77
commit bf152d90fd
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"""Pure-logic helpers per COT report parsing e analytics.
Niente HTTP qui — orchestrazione fetch sta in fetchers.py. Tutto testabile
in isolamento.
"""
from __future__ import annotations
from typing import Literal
ExtremeSignal = Literal["extreme_short", "extreme_long", "neutral"]
def compute_percentile(value: float, history: list[float]) -> float | None:
"""Percentile di `value` rispetto ad `history` (0-100, inclusive).
Restituisce None se history vuoto. Clipped a [0, 100] se value fuori range.
"""
if not history:
return None
n = len(history)
below_or_eq = sum(1 for h in history if h <= value)
pct = 100.0 * below_or_eq / n
return max(0.0, min(100.0, pct))
def classify_extreme(percentile: float | None, threshold: float = 5.0) -> ExtremeSignal:
"""Classifica un percentile come estremo short/long o neutral.
threshold default 5 → flagga ≤ 5 come short, ≥ 100-5=95 come long.
"""
if percentile is None:
return "neutral"
if percentile <= threshold:
return "extreme_short"
if percentile >= 100.0 - threshold:
return "extreme_long"
return "neutral"