feat:LLM 分析文件并生成结构化建议

This commit is contained in:
2026-10-10 06:07:56 -07:00
parent b90842237f
commit e3699d1a30
22 changed files with 457 additions and 327 deletions
+34 -19
View File
@@ -2,6 +2,7 @@
目录结构是 DATA_FILE_DIR/<file_id>/,里面有原文件 source 和每张表的 1.parquet、2.parquet……
DuckDB 只能读本地文件,所以文件不进 MongoDB;单实例部署,本地磁盘就够了
会话内的表名 t1、t2……由每个会话一个的计数器分配,文件删除、过期后表名也不再使用
"""
from datetime import UTC, datetime
@@ -9,16 +10,16 @@ from pathlib import Path
from typing import Any, Protocol
from bson.codec_options import CodecOptions
from pymongo import ASCENDING
from pymongo import ASCENDING, ReturnDocument
from app.schemas.data_file import DataFileRecord, FileInsights
from app.schemas.data_file import DataFileRecord, DataTable, FileInsights
# 原文件不带扩展名:calamine 见到 .xls 等扩展名会按扩展名打开,用户的扩展名和内容不符时会失败
SOURCE_NAME = "source"
def file_dir(root: Path, file_id: str) -> Path:
return root / file_id
def table_path(root: Path, file_id: str, table: DataTable) -> Path:
return root / file_id / table.parquet
def _now() -> datetime:
@@ -34,10 +35,12 @@ class DataFileStore(Protocol):
"""未过期且未删除的记录"""
...
async def find(
self, conversation_id: str, *, include_deleted: bool = False
) -> list[DataFileRecord]:
"""会话内未过期的记录,按上传时间排列"""
async def find(self, conversation_id: str) -> list[DataFileRecord]:
"""会话内未过期且未删除的记录,按上传时间排列"""
...
async def reserve_table_numbers(self, conversation_id: str, count: int) -> int:
"""为会话预留 count 个连续的表号,返回第一个;表号从 1 开始,不会重复分配"""
...
async def mark_deleted(self, file_id: str) -> None: ...
@@ -54,6 +57,8 @@ class DataFileStore(Protocol):
class InMemoryDataFileStore:
def __init__(self) -> None:
self._records: dict[str, DataFileRecord] = {}
# 会话 → 已分配的最大表号
self._table_numbers: dict[str, int] = {}
def _purge_expired(self) -> None:
now = _now()
@@ -71,18 +76,20 @@ class InMemoryDataFileStore:
record = self._records.get(file_id)
return None if record is None or record.deleted else record
async def find(
self, conversation_id: str, *, include_deleted: bool = False
) -> list[DataFileRecord]:
async def find(self, conversation_id: str) -> list[DataFileRecord]:
self._purge_expired()
records = [
record
for record in self._records.values()
if record.conversation_id == conversation_id
and (include_deleted or not record.deleted)
if record.conversation_id == conversation_id and not record.deleted
]
return sorted(records, key=lambda record: record.created_at)
async def reserve_table_numbers(self, conversation_id: str, count: int) -> int:
first = self._table_numbers.get(conversation_id, 0) + 1
self._table_numbers[conversation_id] = first + count - 1
return first
async def mark_deleted(self, file_id: str) -> None:
if (record := self._records.get(file_id)) is not None:
self._records[file_id] = record.model_copy(update={"deleted": True})
@@ -101,6 +108,8 @@ class MongoDataFileStore:
# 读回的时间统一带 UTC 时区;集合名前缀用于测试隔离
options = CodecOptions(tz_aware=True, tzinfo=UTC)
self._files = db.get_collection(f"{prefix}data_files", codec_options=options)
# 每个会话一条:_id 是会话 ID,tables 是已分配的最大表号;会话一直保留,计数器也不过期
self._table_numbers = db.get_collection(f"{prefix}data_file_table_numbers")
async def ensure_indexes(self) -> None:
# 过期记录由 TTL 索引删除;TTL 每分钟才扫一次,查询时仍按 expires_at 过滤
@@ -118,15 +127,12 @@ class MongoDataFileStore:
)
return None if document is None else _record(document)
async def find(
self, conversation_id: str, *, include_deleted: bool = False
) -> list[DataFileRecord]:
query: dict[str, Any] = {
async def find(self, conversation_id: str) -> list[DataFileRecord]:
query = {
"conversation_id": conversation_id,
"deleted": False,
"expires_at": {"$gt": _now()},
}
if not include_deleted:
query["deleted"] = False
documents = await (
self._files.find(query)
.sort([("created_at", ASCENDING), ("_id", ASCENDING)])
@@ -134,6 +140,15 @@ class MongoDataFileStore:
)
return [_record(document) for document in documents]
async def reserve_table_numbers(self, conversation_id: str, count: int) -> int:
document = await self._table_numbers.find_one_and_update(
{"_id": conversation_id},
{"$inc": {"tables": count}},
upsert=True,
return_document=ReturnDocument.AFTER,
)
return document["tables"] - count + 1
async def mark_deleted(self, file_id: str) -> None:
await self._files.update_one({"_id": file_id}, {"$set": {"deleted": True}})