实现Agent对话,合格自动提交,不合格补充材料的能力

This commit is contained in:
wandering
2026-06-14 12:56:33 +08:00
parent ef9e1d771b
commit 01d4686ceb
68 changed files with 8914 additions and 1908 deletions
+136 -32
View File
@@ -5,6 +5,18 @@
对外接口:
extract_invoices(directory) -> tuple[list[dict], list[dict], dict]
错误传播规则:
- 单个文件提取失败: 记录日志 + SSE error 事件,继续处理下一个文件
- 全部文件提取失败: raise ExtractionError,携带失败文件列表和原始错误
- 缓存读取失败: 静默降级,尝试重新提取
SSE 文件进度事件:
在 source_dir 下写入 file_events.log,每行一个 JSON 对象:
- {"type": "file_progress", "file": "...", "status": "processing"}
- {"type": "file_progress", "file": "...", "status": "done", "summary": {...}}
- {"type": "file_progress", "file": "...", "status": "cached"}
- {"type": "file_progress", "file": "...", "status": "error", "error": "..."}
"""
import json
@@ -12,35 +24,37 @@ from pathlib import Path
from typing import Any
from .. import get_logger
from ..exceptions import ExtractionError
from .invoice import CACHE_DIR_NAME, classify_invoice_batch
from .llm_extractor import extract_document
from .matcher import match_invoices_to_cards
log = get_logger("extractor")
# SSE 文件进度事件日志文件名
FILE_EVENTS_LOG = "file_events.log"
def _classify_invoice_batch(
invoices: list[dict[str, str]],
) -> dict[str, list[dict[str, str]]]:
"""按发票类型分组"""
travel: list[dict[str, str]] = []
general: list[dict[str, str]] = []
application: list[dict[str, str]] = []
for inv in invoices:
inv_type = inv.get("invoice_type", "general")
if inv_type == "application":
application.append(inv)
elif inv_type in ("train", "hotel"):
travel.append(inv)
else:
general.append(inv)
return {"travel": travel, "general": general, "application": application}
# 支持的文件扩展名
SUPPORTED_EXTENSIONS = {".pdf", ".png", ".jpg", ".jpeg", ".bmp", ".webp"}
# JSON 缓存目录(相对于源文件目录)
CACHE_DIR_NAME = ".invoice_cache"
def _emit_file_event(source_dir: Path, file_name: str, status: str, **kwargs: Any) -> None:
"""向 file_events.log 追加一行 JSON 事件(线程安全,失败时静默忽略)"""
event = {
"type": "file_progress",
"file": file_name,
"status": status,
**kwargs,
}
try:
event_path = source_dir / FILE_EVENTS_LOG
with open(event_path, "a", encoding="utf-8") as f:
f.write(json.dumps(event, ensure_ascii=False) + "\n")
except Exception:
pass
# 支持的文件扩展名
SUPPORTED_EXTENSIONS = {".pdf", ".jpg", ".jpeg", ".png", ".webp", ".bmp"}
def _get_cache_dir(source_dir: Path) -> Path:
@@ -87,7 +101,59 @@ def _load_from_cache(json_path: Path, expected_extension: str | None = None) ->
return None
def _extract_document(file_path: Path, cache_dir: Path) -> dict[str, str] | None:
def _build_summary(data: dict[str, Any]) -> dict[str, str]:
"""从提取结果构建前端展示摘要(人类可读格式)。
返回所有非内部字段(排除 _source_file 等下划线前缀字段),
并将 invoice_type 转换为中文标签。列表/字典类型的值会展开为可读文本。
"""
invoice_type_map = {
"train": "高铁票",
"hotel": "酒店住宿",
"general": "普通发票",
"payment": "支付记录",
"application": "出差申请单",
}
summary = {}
for key, value in data.items():
# 跳过内部字段
if key.startswith("_"):
continue
# 跳过空值
if value is None or value == "":
continue
# invoice_type 转为中文标签
if key == "invoice_type":
summary["invoice_type_label"] = invoice_type_map.get(str(value), str(value))
elif isinstance(value, list):
# 列表展开为多行可读文本
if len(value) == 0:
continue
parts = []
for item in value:
if isinstance(item, dict):
# 字典项用 "key: value" 格式拼接
pair_parts = [f"{k}: {v}" for k, v in item.items()]
parts.append(" | ".join(pair_parts))
else:
parts.append(str(item))
summary[key] = "\n".join(parts)
elif isinstance(value, dict):
# 字典展开为 "key: value" 格式
pair_parts = [f"{k}: {v}" for k, v in value.items()]
summary[key] = " | ".join(pair_parts)
else:
summary[key] = str(value)
return summary
def _extract_document(
file_path: Path,
cache_dir: Path,
source_dir: Path,
) -> tuple[dict[str, str] | None, str | None]:
"""提取单个文件的结构化信息,优先使用缓存。
根据 LLM 返回的「invoice_type」字段自动分类:
@@ -99,28 +165,43 @@ def _extract_document(file_path: Path, cache_dir: Path) -> dict[str, str] | None
Args:
file_path: 文件路径(PDF 或图片)。
cache_dir: JSON 缓存目录。
source_dir: 源目录(用于写入 SSE 进度事件)。
Returns:
提取结果字典,失败时返回 None。
(提取结果字典或 None, 错误信息或 None)。
"""
file_name = file_path.name
json_path = _get_json_path(file_path, cache_dir)
cached = _load_from_cache(json_path, expected_extension=file_path.suffix.lower())
if cached:
cached["_source_file"] = file_path.name
log.info(f"使用缓存: {file_path.name}")
return cached
cached["_source_file"] = file_name
log.info(f"使用缓存: {file_name}")
_emit_file_event(source_dir, file_name, "cached")
return cached, None
log.info(f"使用多模态提取: {file_path.name}")
# 发送处理中事件
_emit_file_event(source_dir, file_name, "processing")
log.info(f"使用多模态提取: {file_name}")
try:
result = extract_document(file_path)
if result:
result["_source_file"] = file_path.name
result["_source_file"] = file_name
_save_to_cache(file_path, result, cache_dir)
return result
except Exception as e:
log.warning(f"多模态提取失败: {file_path.name} ({e})")
return None
# 发送完成事件(含摘要)
summary = _build_summary(result)
_emit_file_event(source_dir, file_name, "done", summary=summary)
return result, None
except Exception as e:
err_msg = str(e)
log.warning(f"多模态提取失败: {file_name} ({err_msg})")
_emit_file_event(source_dir, file_name, "error", error=err_msg)
return None, err_msg
return None, None
def _find_all_files(directory: str) -> list[Path]:
@@ -181,10 +262,19 @@ def extract_invoices(
- applications: 出差事前申请单列表(单独存储,不参与支付匹配)
- groups: 按文档类型分组的字典
{'travel': [差旅发票], 'general': [普通发票], 'application': [出差事前申请单]}
Raises:
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。
"""
source_dir = Path(directory)
cache_dir = _get_cache_dir(source_dir)
# 清空上次的文件进度事件
try:
(source_dir / FILE_EVENTS_LOG).unlink(missing_ok=True)
except Exception:
pass
all_files = _find_all_files(directory)
if not all_files:
log.warning("未找到支持的文件")
@@ -195,11 +285,15 @@ def extract_invoices(
all_invoices = []
all_cards = []
applications = []
# 记录失败文件及其错误信息
failed_files: list[tuple[str, str]] = []
for file_path in all_files:
result = _extract_document(file_path, cache_dir)
result, err = _extract_document(file_path, cache_dir, source_dir)
if not result:
if err:
failed_files.append((file_path.name, err))
log.warning(f"未能解析: {file_path.name}")
continue
@@ -217,6 +311,16 @@ def extract_invoices(
else:
log.warning(f"无法分类: {file_path.name} (invoice_type={inv_type})")
# 全部文件提取失败时抛出异常,携带原始错误信息
if failed_files and not all_invoices and not all_cards and not applications:
failed_names = [name for name, _ in failed_files]
error_details = {name: err for name, err in failed_files}
raise ExtractionError(
f"所有 {len(all_files)} 个文件提取均失败",
failed_files=failed_names,
details=error_details,
)
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")
if not all_invoices:
@@ -231,7 +335,7 @@ def extract_invoices(
all_documents.extend(record.get("_matched_invoices", []))
all_documents.extend(applications)
groups = _classify_invoice_batch(all_documents)
groups = classify_invoice_batch(all_documents)
log.info(
f"文档分类: 差旅发票 {len(groups['travel'])} 张, "
f"普通发票 {len(groups['general'])} 张, "