"""Скор записи: вес провайдера + вовлечённость + свежесть + ценник + объём текста.""" import re import time WEIGHT = {"reddit": 1.15, "x": 1.10, "forums": 1.0, "tavily": 1.0, "exa": 1.0, "firecrawl": 0.9, "you": 0.9, "ddg": 0.75, "cards": 0.35, "treg": 0.8} KIND_BONUS = {"tweet": 0.15, "thread": 0.25, "tg_post": 0.2, "card": 0.05, "result": 0.1, "post": 0.1} def _fresh(published): """published: unix-строка или ISO. Возвращает 0..1.""" if not published: return 0.3 try: if published.isdigit(): ts = int(published) if ts > 10**12: ts //= 1000 else: ts = time.mktime(time.strptime(published[:19], "%Y-%m-%dT%H:%M:%S")) days = max(0.0, (time.time() - ts) / 86400) return max(0.0, 1.0 - days / 30.0) except Exception: return 0.3 def score(it): base = it.score if it.score else 0.0 w = WEIGHT.get(it.provider, 0.7) fresh = _fresh(it.published) priced = 0.35 if it.price else 0.0 body = min(1.0, len(it.text) / 1200.0) eng = min(3.0, base ** 0.5) if base > 1 else base total = (w * (1.0 + eng) + fresh * 1.2 + priced + body + KIND_BONUS.get(it.kind, 0.0)) it.score = round(total, 4) return it def rank(items): return sorted((score(i) for i in items), key=lambda x: -x.score)