Rocky
65fe3a81b4
Harden polish so question drafts stay questions, add local density routing with style-specific degrade, expand fun style packs, and add end-to-end FlowTrace logging plus offline guard eval scripts.
125 lines
4.3 KiB
Python
125 lines
4.3 KiB
Python
#!/usr/bin/env python3
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"""Offline eval: RED Note polish must not invent an audience.
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Drafts that never address a crowd must come back without 姐妹们 / 集美们 /
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大家 style greetings or comment CTAs. Drafts that already speak to a group may
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keep that audience.
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Usage: python3 scripts/polish_audience_guard_eval.py [--samples N]
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"""
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import argparse
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import re
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import time
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from collections import Counter, defaultdict
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from pathlib import Path
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import polish_question_guard_eval as base
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AUDIENCE_TOKENS = (
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"姐妹们",
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"集美们",
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"集美",
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"宝子们",
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"家人们",
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"各位",
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"大家好",
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"姐妹",
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"你们",
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"大家",
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)
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CTA_TOKENS = ("评论区", "蹲一个", "蹲个", "在线等", "求反馈", "安利我", "宝藏吗")
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# (draft, addresses_a_group)
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CASES = [
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("我最近开始早睡感觉皮肤状态好了很多心情也好了", False),
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("这家店排队太久了味道一般不推荐", False),
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("这个防晒霜我用了挺好的不油夏天能用", False),
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("你觉得这个包怎么样", False),
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("今天这个会开得有点久但结论还算清楚", False),
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("这个防晒霜我用了感觉挺好的不油夏天用可以推荐给你们", True),
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("姐妹们这家店到底行不行求个真实反馈", True),
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]
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NEGATIVE_HOOKS = ("避雷", "踩坑", "翻车", "劝退", "别买", "会谢")
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# Drafts whose stance is positive; a negative hook would flip their meaning.
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POSITIVE_DRAFTS = {
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"我最近开始早睡感觉皮肤状态好了很多心情也好了",
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"这个防晒霜我用了挺好的不油夏天能用",
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"这个防晒霜我用了感觉挺好的不油夏天用可以推荐给你们",
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}
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def flips_stance(draft: str, output: str) -> bool:
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"""A negative hook on a positive draft flips its meaning.
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Only the opening line counts: mentioning 踩坑 later while inviting other
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people's experiences does not reverse the author's own stance.
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"""
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if draft not in POSITIVE_DRAFTS:
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return False
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hook = output.strip().splitlines()[0] if output.strip() else ""
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return any(negative in hook for negative in NEGATIVE_HOOKS)
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def has_audience(text: str) -> bool:
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return any(token in text for token in AUDIENCE_TOKENS)
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def has_cta(text: str) -> bool:
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return any(token in text for token in CTA_TOKENS)
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def main() -> None:
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parser = argparse.ArgumentParser()
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parser.add_argument("--samples", type=int, default=2)
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parser.add_argument("--levels", default="light,medium,heavy")
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args = parser.parse_args()
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api_key = re.search(r'deepseek = "([^"]+)"', Path(base.KEYFILE).read_text()).group(1)
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levels = [level.strip() for level in args.levels.split(",") if level.strip()]
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tally: Counter[str] = Counter()
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per_level: defaultdict[str, Counter] = defaultdict(Counter)
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violations = []
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for level in levels:
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for draft, group in CASES:
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prompt = base.build_prompt("builtin.xhs", level, draft)
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for _ in range(args.samples):
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try:
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output = base.call(api_key, prompt)
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except Exception as error: # noqa: BLE001 - eval script
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print(f" request failed: {error}")
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continue
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injected = (not group) and (has_audience(output) or has_cta(output))
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flipped = flips_stance(draft, output)
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if injected:
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verdict = "INVENTED_AUDIENCE"
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elif flipped:
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verdict = "FLIPPED_STANCE"
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else:
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verdict = "ok"
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tally[verdict] += 1
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per_level[level][verdict] += 1
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if verdict != "ok":
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violations.append((level, verdict, draft, output))
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flag = "" if verdict == "ok" else f" <<< {verdict}"
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print(f"[{level:6}] {draft[:14]}… -> {output!r}{flag}")
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time.sleep(0.1)
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print("\nSummary:", dict(tally))
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for level in levels:
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counts = per_level[level]
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total = sum(counts.values())
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print(f" {level:6} ok={counts['ok']}/{total}")
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if violations:
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print("\nViolations:")
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for level, verdict, draft, output in violations:
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print(f" [{level}][{verdict}] {draft} => {output!r}")
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if __name__ == "__main__":
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main()
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