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@@ -15,6 +15,7 @@ IM 审批流 — auto_put_ad_mini（飞书直连版）
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import asyncio
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import json
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import logging
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+import re
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import sys
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import time
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import uuid
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@@ -110,12 +111,14 @@ _feishu = FeishuClient(app_id=FEISHU_APP_ID, app_secret=FEISHU_APP_SECRET)
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# 审批表精选列（运营审阅所需的关键指标）
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# 列顺序：日期 → 账户ID → 广告ID → 广告消耗 → 决策动作 → 其他关键信息（简洁版）
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APPROVAL_COLUMNS = [
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- # 核心标识（前5列，含决策动作）
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- "approval_date", "account_id", "ad_id", "cost_7d_avg", "action",
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+ # 核心标识（前6列：账户后接代理商）
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+ "approval_date", "account_id", "agent_name", "ad_id", "cost_7d_avg", "action",
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# 基础信息
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"ad_name", "audience_tier", "ad_age_days", "bid_amount",
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# 关键指标（使用实际列名）
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"动态ROI_7日均值", "cost_7d_total", "revenue_7d_total",
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+ # 当日裂变指标（取有数据的最近一天）
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+ "open_count_latest", "fission_count_latest", "T0裂变系数_latest",
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# 决策详情
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"dimension", "reason",
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"recommended_change_pct",
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@@ -409,6 +412,93 @@ def _parse_approval_reply(content: str, all_ad_ids: List[int]) -> Dict:
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}
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+# ═══════════════════════════════════════════
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+# 审批关键词 + 锚点法语义解析
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+# ═══════════════════════════════════════════
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+# 子串匹配(非正则): 移除"ok"避免英文随口语误判("ok吗"/"你说的ok")
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+APPROVE_KEYWORDS = ["同意", "批准", "通过", "执行", "确认"]
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+REJECT_KEYWORDS = ["拒绝", "驳回", "不同意", "不批准"]
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+# 匹配优先级: 先匹配长串(不同意/不批准/驳回)再匹配单字"通过/拒绝",避免"不同意"被截成"同意"
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+_ACTION_PATTERN = re.compile(r"(不同意|不批准|同意|批准|通过|执行|确认|驳回|拒绝)")
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+_ID_PATTERN = re.compile(r"\b(\d{11})\b") # 腾讯广告 ID 11 位
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+
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+
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+def _parse_anchored_decision(text: str, tier2_ad_ids: List[int]) -> Optional[Dict]:
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+ """锚点法解析审批回复。
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+
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+ 规则(用户确认):
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+ - 显式批准的 ID 才批准, 其他默认拒绝
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+ - 仅"通过"(无 ID) → 全部批准
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+ - 仅"拒绝"(无 ID) → 全部拒绝
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+ - "通过 + 拒绝 X" → 除 X 外全部批准
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+ - "通过 A, 拒绝 B" → A 批准, B/其他默认拒绝
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+ - "拒绝 A" → 全部拒绝(无 approve 信号)
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+
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+ 返回 None 表示无法解析(交回 Agent 处理),否则返回包含 status/approved_ids/rejected_ids 的字典。
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+ """
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+ matches = list(_ACTION_PATTERN.finditer(text))
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+ if not matches:
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+ return None
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+
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+ approve_ids: set = set()
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+ reject_ids: set = set()
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+ approve_global = False
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+ reject_global = False
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+ reject_verbs = {"不同意", "不批准", "拒绝", "驳回"}
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+
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+ for i, m in enumerate(matches):
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+ verb = m.group(1)
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+ is_reject = verb in reject_verbs
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+ scope_start = m.end()
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+ scope_end = matches[i + 1].start() if i + 1 < len(matches) else len(text)
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+ scope = text[scope_start:scope_end]
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+ scope_ids = []
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+ for id_m in _ID_PATTERN.finditer(scope):
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+ ad_id = int(id_m.group(1))
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+ if ad_id in tier2_ad_ids:
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+ scope_ids.append(ad_id)
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+ if scope_ids:
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+ if is_reject:
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+ reject_ids.update(scope_ids)
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+ else:
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+ approve_ids.update(scope_ids)
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+ else:
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+ if is_reject:
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+ reject_global = True
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+ else:
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+ approve_global = True
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+
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+ all_set = set(tier2_ad_ids)
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+
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+ # case 1: 仅全局 approve(无任何 reject 信号、无具体 ID 锚定)
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+ if approve_global and not approve_ids and not reject_ids and not reject_global:
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+ return {"status": "approved", "approved_ids": list(tier2_ad_ids), "rejected_ids": []}
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+
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+ # case 2: 仅全局 reject
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+ if reject_global and not reject_ids and not approve_ids and not approve_global:
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+ return {"status": "rejected", "approved_ids": [], "rejected_ids": list(tier2_ad_ids)}
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+
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+ # case 3: 全局 approve + 显式 reject(如"通过, 拒绝 X")
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+ if approve_global and reject_ids and not approve_ids:
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+ approved = sorted(all_set - reject_ids)
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+ rejected = sorted(reject_ids & all_set)
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+ return {"status": "partial_approved", "approved_ids": approved, "rejected_ids": rejected}
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+
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+ # case 4: 显式 approve_ids → 仅这些批准, 其他默认拒绝(用户规则)
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+ if approve_ids:
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+ approved = sorted(approve_ids & all_set)
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+ rejected = sorted(all_set - approve_ids)
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+ if rejected:
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+ return {"status": "partial_approved", "approved_ids": approved, "rejected_ids": rejected}
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+ return {"status": "approved", "approved_ids": approved, "rejected_ids": []}
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+
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+ # case 5: 仅显式 reject_ids, 无 approve 信号 → 全部默认拒绝
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+ if reject_ids:
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+ return {"status": "rejected", "approved_ids": [], "rejected_ids": list(tier2_ad_ids)}
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+
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+ return None
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+
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+
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# ═══════════════════════════════════════════
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# 工具：发送审批请求（飞书版）
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# ═══════════════════════════════════════════
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@@ -837,42 +927,14 @@ async def send_approval_request(
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})
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logger.info("HTTP 轮询收到运营回复: %s", text[:200])
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- # 解析审批结果
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- text_lower = text.lower()
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- is_approved = any(kw in text_lower for kw in ["同意", "批准", "通过", "执行", "ok", "确认"])
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- is_rejected = any(kw in text_lower for kw in ["拒绝", "驳回", "不同意", "不批准"])
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-
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- # 解析具体批准/拒绝的广告ID（如果有）
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- import re
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- mentioned_ids = []
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- for match in re.finditer(r'\b(\d{11})\b', text): # 腾讯广告ID通常11位
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- ad_id = int(match.group(1))
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- if ad_id in tier2_ad_ids:
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- mentioned_ids.append(ad_id)
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-
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- # 确定最终状态和ID列表
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- if is_approved and not is_rejected:
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- # 全部批准或部分批准
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- status = "approved"
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- approved_ids = mentioned_ids if mentioned_ids else tier2_ad_ids
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- rejected_ids = []
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- elif is_rejected and not is_approved:
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- # 全部拒绝
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- status = "rejected"
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- approved_ids = []
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- rejected_ids = tier2_ad_ids
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- elif mentioned_ids:
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- # 提到具体ID：只批准/拒绝这些ID
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- if is_approved:
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- status = "partial_approved"
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- approved_ids = mentioned_ids
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- rejected_ids = [x for x in tier2_ad_ids if x not in mentioned_ids]
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- else:
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- status = "partial_rejected"
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- approved_ids = [x for x in tier2_ad_ids if x not in mentioned_ids]
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- rejected_ids = mentioned_ids
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+ # 锚点法解析(显式批准的才批准,其他默认拒绝)
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+ anchored = _parse_anchored_decision(text, tier2_ad_ids)
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+ if anchored is not None:
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+ status = anchored["status"]
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+ approved_ids = anchored["approved_ids"]
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+ rejected_ids = anchored["rejected_ids"]
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else:
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- # 无法判断，需要Agent处理
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+ # 无法解析,交回 Agent 处理
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status = "unclear"
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approved_ids = []
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rejected_ids = []
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刘立冬