增加生成学校易耗品填写的转换程序
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@@ -19,9 +19,7 @@ from .llm_extractor import (
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llm_query_text,
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load_cache,
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load_match_result,
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merge_supplement_into_info,
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parse_json_response,
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process_user_supplement,
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)
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__all__ = [
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@@ -34,9 +32,7 @@ __all__ = [
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"load_cache",
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"load_match_result",
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"llm_query_text",
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"merge_supplement_into_info",
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"parse_json_response",
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"process_user_supplement",
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"EXTRACTION_PARALLEL_COUNT",
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"FILE_EVENTS_LOG",
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"SUPPORTED_EXTENSIONS",
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@@ -115,6 +115,8 @@ def _build_summary(data: dict[str, Any]) -> dict[str, str]:
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"general": "普通发票",
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"payment": "支付记录",
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"application": "出差申请单",
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"attachments": "其他附件",
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"note": "易耗品单",
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}
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summary = {}
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@@ -259,11 +261,12 @@ def extract_invoices(
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- 出差事前申请单 -> 单独存储,不参与匹配
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Returns:
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(payment_records, applications, groups):
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- payment_records: 支付记录列表(仅包含真实发票,不含申请单)
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- applications: 出差事前申请单列表(单独存储,不参与支付匹配)
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元组 (payment_records, applications, groups):
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- payment_records: 支付记录列表(每项含关联发票 _matched_invoices)
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- applications: 出差事前申请单列表
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- groups: 按文档类型分组的字典
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{'travel': [差旅发票], 'general': [普通发票], 'application': [出差事前申请单]}
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{'travel': [差旅发票], 'general': [普通发票], 'application': [出差事前申请单],
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'attachments': [其他附件]}
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Raises:
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ExtractionError: 当所有文件提取均失败时抛出,携带失败文件列表和原始错误。
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@@ -280,13 +283,14 @@ def extract_invoices(
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all_files = _find_all_files(directory)
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if not all_files:
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log.warning("未找到支持的文件")
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return [], [], {"travel": [], "general": [], "application": []}
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return [], [], {"travel": [], "general": [], "application": [], "attachments": []}
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log.info(f"发现 {len(all_files)} 个文件")
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all_invoices = []
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all_cards = []
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applications = []
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attachments = []
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# 记录失败文件及其错误信息
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failed_files: list[tuple[str, str]] = []
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@@ -318,6 +322,9 @@ def extract_invoices(
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elif inv_type == "payment":
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all_cards.append(result)
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log.info(f"[{inv_type}] 已解析: {file_path.name}")
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elif inv_type in ("attachments", "note"):
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attachments.append(result)
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log.info(f"[{inv_type}] 已解析: {file_path.name}")
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elif result.get("invoice_number"):
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all_invoices.append(result)
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log.info(f"[{inv_type}] 已解析: {file_path.name}")
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@@ -334,7 +341,9 @@ def extract_invoices(
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details=error_details,
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)
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log.info(f"分类结果: 发票 {len(all_invoices)} 张, 支付记录 {len(all_cards)} 条, 申请单 {len(applications)} 份")
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log.info(
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f"分类结果: 发票 {len(all_invoices)} 张, 支付记录 {len(all_cards)} 条, 申请单 {len(applications)} 份, 附件 {len(attachments)} 个"
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)
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if not all_invoices:
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log.warning("未成功解析任何发票")
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@@ -349,10 +358,12 @@ def extract_invoices(
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all_documents.extend(applications)
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groups = classify_invoice_batch(all_documents)
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groups["attachments"] = attachments
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log.info(
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f"文档分类: 差旅发票 {len(groups['travel'])} 张, "
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f"普通发票 {len(groups['general'])} 张, "
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f"出差事前申请单 {len(groups['application'])} 份"
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f"出差事前申请单 {len(groups['application'])} 份, "
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f"附件 {len(groups['attachments'])} 个"
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)
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return payment_records, applications, groups
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@@ -43,7 +43,6 @@ from ...infra.documents.invoice import CACHE_DIR_NAME
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from ...infra.llm.prompt import (
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build_invoice_system_prompt,
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build_normal_info_system_prompt,
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build_supplement_system_prompt,
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build_travel_info_system_prompt,
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)
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@@ -386,6 +385,7 @@ def build_extraction_user_message(
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cache_map: dict[str, Any],
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match_result: dict[str, list[dict[str, Any]]],
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previous_analysis: dict[str, Any] | None = None,
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user_supplement: str | None = None,
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) -> str:
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"""构建提取请求的用户消息(供 Agent 调度使用)。
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@@ -393,6 +393,7 @@ def build_extraction_user_message(
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cache_map: 缓存数据映射。
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match_result: 匹配结果。
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previous_analysis: 上一轮 LLM 分析结果(可选,补充文件时传入作为历史上下文)。
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user_supplement: 用户文字补充(可选,传入时作为修正上下文)。
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Returns:
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拼接好的用户消息字符串。
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@@ -411,6 +412,9 @@ def build_extraction_user_message(
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+ json.dumps(previous_analysis, ensure_ascii=False, indent=2)
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)
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if user_supplement:
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parts.append("【用户文字补充】用户补充了以下文字信息,请据此更新你的分析结果。\n" + user_supplement)
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if match_result:
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parts.append(
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"【发票与支付记录匹配结果】"
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@@ -500,92 +504,3 @@ def extract_normal_info(
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包含报销说明、发票总数、总金额、支付方式、附件清单等字段的字典。
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"""
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return _extract_info(source_dir, build_normal_info_system_prompt(), "普通发票")
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# ------------------------------------------------------------------
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# 用户补充信息处理
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# ------------------------------------------------------------------
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def process_user_supplement(
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user_text: str,
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extracted_info: dict[str, Any],
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invoice_type: str,
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source_dir: Path | None = None,
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) -> dict[str, Any]:
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"""让用户补充的文字信息通过 LLM 分析,返回需要更新的字段。
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Args:
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user_text: 用户输入的文字。
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extracted_info: 当前已提取的报销信息。
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invoice_type: "travel" 或 "normal"。
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source_dir: 会话目录(可选,传入时启用 SSE 流式事件写入)。
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Returns:
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包含 updated_fields, changes, confidence, unparsed_info 的字典。
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"""
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system_prompt = build_supplement_system_prompt()
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parts = [
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f"发票类型: {'差旅报销' if invoice_type == 'travel' else '普通报销'}",
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"",
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"以下是当前已提取的报销信息:",
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json.dumps(extracted_info, ensure_ascii=False, indent=2),
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"",
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f"用户补充信息:{user_text}",
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"",
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"=== 请分析用户输入并返回需要更新的字段 ===",
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]
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user_message = "\n".join(parts)
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try:
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response = llm_query_text(
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system_prompt=system_prompt,
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text=user_message,
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reasoning_effort="low",
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source_dir=source_dir,
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)
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result = parse_json_response(response)
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log.info("LLM 补充信息分析完成")
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return result
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except Exception as e:
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log.error("LLM 补充信息分析失败: %s", e)
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return {
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"updated_fields": {},
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"changes": [],
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"confidence": 0.0,
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"unparsed_info": f"分析失败: {e}",
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}
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def merge_supplement_into_info(
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extracted_info: dict[str, Any],
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updated_fields: dict[str, Any],
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) -> dict[str, Any]:
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"""将 LLM 返回的更新字段合并到已提取的信息中。
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支持点号路径(如 basic_info.travel_purpose)表示嵌套更新。
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Args:
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extracted_info: 当前已提取的报销信息。
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updated_fields: LLM 返回的需要更新的字段。
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Returns:
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更新后的报销信息。
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"""
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import copy
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result = copy.deepcopy(extracted_info)
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for field_path, value in updated_fields.items():
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parts = field_path.split(".")
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current = result
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for part in parts[:-1]:
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if part not in current:
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current[part] = {}
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current = current[part]
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current[parts[-1]] = value
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log.info("更新字段 %s = %s", field_path, value)
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return result
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@@ -25,7 +25,7 @@ log = get_logger("validator")
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# 日期格式
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# ------------------------------------------------------------------
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DATE_PATTERN = re.compile(r"^\d{4}-\d{2}-\d{2}$")
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DATE_PATTERN = re.compile(r"^\d{4}-(?:0?[1-9]|1[0-2])-(?:0?[1-9]|[12]\d|3[01])$")
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def _is_valid_date(value: str) -> bool:
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@@ -95,7 +95,7 @@ class ValidationConfig(TypedDict):
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# 配置加载
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# ------------------------------------------------------------------
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_CONFIG_PATH = Path(__file__).parent.parent.parent / "config" / "validation_rules.json"
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_CONFIG_PATH = Path(__file__).parent.parent.parent.parent / "config" / "validation_rules.json"
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_cached_rules: ValidationConfig | None = None
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