259 lines
9.7 KiB
Python
259 lines
9.7 KiB
Python
"""pii_guard.py - 个人敏感信息(PII)打码守卫(2026-09-17 用户定案)。
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与凭据(secret_vault)**同构不同库**:
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同构 —— 入站侦测 → 原文替换为占位符 `@@pii:KIND_FP@@` → 模型只见占位符 →
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执行边界以子进程 env 注入真值(`$PIPELINE_PII_*`)→ 用户侧回复还原原文。
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不同库 —— PII **不进机构密码表**(pipeline_user_secrets):AES 密文存 Redis
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(db4,TTL 24h,会话级 ephemeral),过期即焚,不做跨会话资产。
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语义差异(写死,不靠调用方自觉):
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凭据 = "只用不看":还原只发生在执行 env,用户回复里也只见占位符/掩码。
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PII = "模型不看、用户看":落库/上行/模型上下文全是占位符;回用户侧的
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reply/progress 事件还原原文(用户自己贴的信息要能看见)。
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检测层只做**确定性格式**(手机号/身份证+MOD 11-2 校验/银行卡+Luhn/邮箱),
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不上模型:门禁在消息进模型之前,用 LLM 判断 = 先把原文发给 LLM,自相矛盾。
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人名/地址等无格式实体留二期(本地 NER,只标不杀,事后审计)。
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合规边界(一期):覆盖 gateway v2 会话(入站门禁 + 用户侧还原 + run_command
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env 注入 + 会话落库占位符)。v1 角色 agent 交付件出库打码 = 二期,README 注明。
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"""
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import hashlib
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import json
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import re
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import time
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from typing import Dict, List, Optional, Tuple
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from appPublic.log import info, warning
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#: 占位符语法(与 @@sec: 同族不同前缀,互不干扰)
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PII_PLACEHOLDER_PREFIX = "@@pii:"
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PII_PLACEHOLDER_SUFFIX = "@@"
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PII_ENV_PREFIX = "PIPELINE_PII_"
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_PLACEHOLDER_RE = re.compile(r"@@pii:([A-Z]+_[0-9A-F]{8})@@")
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#: Redis 存储 TTL(24h,会话级 ephemeral;PII 不做长期资产)
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PII_TTL_SECONDS = 24 * 60 * 60
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_REDIS_DB = 4 # session 用 db3,PII 独立 db4,互不污染
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# ══════════════════════ 确定性检测器 ══════════════════════
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_ID_WEIGHTS = [7, 9, 10, 5, 8, 4, 2, 1, 6, 3, 7, 9, 10, 5, 8, 4, 2]
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_ID_CHECKCODES = "10X98765432"
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_RE_IDCARD = re.compile(r"(?<!\d)(\d{17}[\dXx])(?![\dXx])")
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_RE_PHONE = re.compile(r"(?<!\d)(1[3-9]\d{9})(?!\d)")
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_RE_BANKCARD = re.compile(r"(?<!\d)([3-6]\d{15,18})(?!\d)")
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_RE_EMAIL = re.compile(
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r"([A-Za-z0-9._%+\-]{2,64}@[A-Za-z0-9.\-]+\.[A-Za-z]{2,24})")
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_EMAIL_JUNK_DOMAINS = ("example.com", "example.org", "test.com", "localhost",
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"domain.com", "email.com", "qq.com.fake")
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def idcard_checksum_ok(v: str) -> bool:
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"""GB 11643 MOD 11-2 校验。"""
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v = v.upper()
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if len(v) != 18:
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return False
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try:
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s = sum(int(v[i]) * _ID_WEIGHTS[i] for i in range(17))
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except ValueError:
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return False
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return _ID_CHECKCODES[s % 11] == v[17]
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def luhn_ok(v: str) -> bool:
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digits = [int(c) for c in v]
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odd = digits[-1::-2]
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even = digits[-2::-2]
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tot = sum(odd)
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for d in even:
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d *= 2
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tot += d - 9 if d > 9 else d
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return tot % 10 == 0
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def _mask(kind: str, v: str) -> str:
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if kind == "PHONE":
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return v[:3] + "****" + v[7:]
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if kind == "IDCARD":
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return v[:3] + "*" * (len(v) - 7) + v[-4:]
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if kind == "BANKCARD":
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return v[:4] + "*" * (len(v) - 8) + v[-4:]
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if kind == "EMAIL":
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local, _, domain = v.partition("@")
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keep = local[:1] if local else ""
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return keep + "***@" + domain
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return "*" * len(v)
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def detect_pii(text: str) -> List[Dict]:
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"""扫描文本返回 PII 候选(span 去重,优先级 身份证>银行卡>手机>邮箱)。
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返回项:{value, kind, masked, span}。只认确定性格式,零模型依赖。
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"""
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if not text or not isinstance(text, str):
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return []
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hits: List[Dict] = []
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def _add(kind: str, value: str, span: Tuple[int, int]):
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hits.append({"kind": kind, "value": value,
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"masked": _mask(kind, value), "span": span})
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for m in _RE_IDCARD.finditer(text):
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v = m.group(1)
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if idcard_checksum_ok(v):
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_add("IDCARD", v.upper(), m.span(1))
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for m in _RE_BANKCARD.finditer(text):
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v = m.group(1)
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if luhn_ok(v):
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_add("BANKCARD", v, m.span(1))
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for m in _RE_PHONE.finditer(text):
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_add("PHONE", m.group(1), m.span(1))
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for m in _RE_EMAIL.finditer(text):
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v = m.group(1)
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domain = v.partition("@")[2].lower()
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if domain in _EMAIL_JUNK_DOMAINS or v.count("@") != 1:
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continue
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_add("EMAIL", v, m.span(1))
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# span 去重:按优先级排序后剔除与已选区间重叠者(身份证 18 位优先于银行卡/手机子串)
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prio = {"IDCARD": 0, "BANKCARD": 1, "PHONE": 2, "EMAIL": 3}
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hits.sort(key=lambda h: (prio[h["kind"]], h["span"][0]))
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chosen: List[Dict] = []
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for h in hits:
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a, b = h["span"]
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if any(not (b <= ca or a >= cb) for ca, cb in
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(c["span"] for c in chosen)):
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continue
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chosen.append(h)
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chosen.sort(key=lambda h: h["span"][0])
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return chosen
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def _ph_id(kind: str, value: str) -> str:
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return kind + "_" + hashlib.sha1(value.encode("utf-8")).hexdigest()[:8].upper()
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def placeholder_of(kind: str, value: str) -> str:
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return PII_PLACEHOLDER_PREFIX + _ph_id(kind, value) + PII_PLACEHOLDER_SUFFIX
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# ══════════════════════ Redis ephemeral 存储 ══════════════════════
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_redis_cli = None
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def _get_redis():
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global _redis_cli
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if _redis_cli is not None:
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return _redis_cli
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import redis.asyncio as aioredis
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from appPublic.jsonConfig import getConfig
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url = ""
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try:
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url = (getConfig().website.session_redis.url or "")
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except Exception:
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url = ""
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if not url:
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url = "redis://127.0.0.1:6379/3"
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# 换 db 号:.../3 → .../4(PII 独立库)
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base, _, db = url.rpartition("/")
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url = (base + "/" + str(_REDIS_DB)) if base else url
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_redis_cli = aioredis.Redis.from_url(url)
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return _redis_cli
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def _rkey(session_key: str, ph_id: str) -> str:
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return f"pii:{session_key}:{ph_id}"
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async def store_pii(session_key: str, kind: str, value: str, masked: str) -> str:
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"""AES 密文写 Redis(TTL 24h)。返回占位符。绝不写 DB 表。"""
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from .secret_vault import encrypt_secret
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r = _get_redis()
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ph = placeholder_of(kind, value)
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payload = json.dumps({"enc": encrypt_secret(value), "masked": masked,
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"kind": kind, "created": int(time.time())},
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ensure_ascii=False)
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await r.set(_rkey(session_key, _ph_id(kind, value)), payload, ex=PII_TTL_SECONDS)
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return ph
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async def _load(session_key: str, ph_id: str) -> Optional[Dict]:
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r = _get_redis()
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raw = await r.get(_rkey(session_key, ph_id))
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if not raw:
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return None
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try:
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if isinstance(raw, bytes):
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raw = raw.decode("utf-8")
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return json.loads(raw)
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except Exception:
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return None
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async def mask_inbound(text: str, session_key: str) -> Dict:
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"""入站门禁:侦测 → 密文入 Redis → 原文替换占位符。
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返回 {text, notes, count}。任何异常由调用方兜底降级为原文。
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"""
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cands = detect_pii(text)
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if not cands:
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return {"text": text, "notes": [], "count": 0}
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out = text
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kinds = []
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for c in reversed(cands): # 从后往前替换,span 不漂移
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ph = await store_pii(session_key, c["kind"], c["value"], c["masked"])
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out = out[:c["span"][0]] + ph + out[c["span"][1]:]
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kinds.append(c["kind"])
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note = ("检测到个人敏感信息(" + "、".join(sorted(set(kinds))) +
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")→ 已替换为占位符,原文加密缓存 24 小时(不进模型上下文、不明文落库),"
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"回复中会自动还原给你。")
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return {"text": out, "notes": [note], "count": len(cands)}
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async def restore_outbound(text: str, session_key: str, masked: bool = False) -> str:
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"""用户侧还原:占位符 → 原文(masked=False)或掩码形态(masked=True,日志/导出用)。
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缓存过期/缺失 → 占位符原样保留(不猜不编,降级可见)。
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"""
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if not text or PII_PLACEHOLDER_PREFIX not in text:
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return text
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async def _sub(m):
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rec = await _load(session_key, m.group(1))
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if not rec:
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return m.group(0)
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if masked:
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return rec.get("masked", m.group(0))
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from .secret_vault import decrypt_secret
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return decrypt_secret(rec.get("enc", ""))
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# 逐个替换(async re 不存在,手动遍历)
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out = text
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for m in reversed(list(_PLACEHOLDER_RE.finditer(text))):
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repl = await _sub(m)
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out = out[:m.start()] + repl + out[m.end():]
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return out
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async def prepare_command(command: str, session_key: str) -> Tuple[str, Dict[str, str]]:
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"""执行边界:占位符 → `$PIPELINE_PII_*` env 引用 + env 真值字典。
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与凭据 prepare_command 同构:命令字符串里**只有 env 引用**(落库/上行安全),
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真值只经子进程 env 进入。缺失缓存 → 引用保留、env 不注入(命令自然取空)。
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"""
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if not command or PII_PLACEHOLDER_PREFIX not in command:
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return command, {}
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env: Dict[str, str] = {}
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out = command
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for m in reversed(list(_PLACEHOLDER_RE.finditer(command))):
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rec = await _load(session_key, m.group(1))
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var = PII_ENV_PREFIX + m.group(1)
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if rec:
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from .secret_vault import decrypt_secret
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env[var] = decrypt_secret(rec.get("enc", ""))
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out = out[:m.start()] + "$" + var + out[m.end():]
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return out, env
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