File size: 856 Bytes
6835659 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | from __future__ import annotations
from typing import Dict
from src.coherence.stats import CoherenceStats
class CoherenceProfiler:
"""
Assigns coherence bands to a run using learned statistics.
"""
def __init__(self, stats: CoherenceStats):
self.stats = stats.stats
def band(self, metric: str, value: float) -> str:
s = self.stats.get(metric)
if not s:
return "unknown"
if value < s["p25"]:
return "low"
if value < s["p75"]:
return "medium"
return "high"
def profile(self, scores: Dict[str, float]) -> Dict[str, str]:
"""
Return coherence band per metric.
"""
return {
metric: self.band(metric, value)
for metric, value in scores.items()
if metric in self.stats
}
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