如何解决如何从 SQL 查询中的计算字段创建 SqlAlchemy 类属性?
问题
我正在尝试使用 FastAPI 框架创建一个 API,该框架允许从 Postgresql / PostGIS 数据库中获取数据。我遵循了 FastAPI sql tutorial 并且到目前为止已经设法创建了基本结构。
但是,我现在面临一个我无法解决的问题:我想通过路由提供有关对象的基本信息,包括其地理信息(目前的几何和面积)。
我设法使用 GeoAlchemy 获取几何图形,并使用自定义函数将其解析为 pydantic 验证器。但是我没有找到任何解析该区域的方法,必须通过 postgresql 查询来计算,因为它与特定的 PostGIS 函数相关联。
我的第一次尝试是将该函数添加到 crud 文件中的查询中。但它不起作用。查询函数似乎返回了 pydantic 验证器无法识别的两个对象。我试图在互联网上找到其他可能性,但提供的解决方案(hybrid_property、column_property)主要适用于允许在 python 代码中创建“计算”属性的简单数据类型。
你知道我如何绕过这个问题吗?感谢您的帮助
这是我第一次尝试的代码
database.py
from sqlalchemy import create_engine
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
RAW_DB_CONNECTION = "**************"
engine = create_engine(RAW_DB_CONNECTION)
SessionLocal = sessionmaker(autocommit=False,autoflush=False,bind=engine)
Base = declarative_base()
crud.py
from sqlalchemy import func
from sqlalchemy.orm import Session
from . import models,schemas
def parcelle_get_basic_info(db: Session,id: str):
return db.query(
models.Parcelle,func.ST_Area(func.ST_Transform(models.Parcelle.geom,2154)).label('area')
).filter(
models.Parcelle.id == id
).first()
models.py
from sqlalchemy import Boolean,Column,ForeignKey,Integer,String,select,func
from geoalchemy2 import Geometry
from sqlalchemy.orm import query_expression
from sqlalchemy.sql import literal
from .database import Base
class Parcelle(Base):
__tablename__= "_limites_parcelle_cadastre"
__table_args__ = {'schema': 'admin'}
id = Column(String,primary_key=True,index=True)
commune = Column(String)
geom = Column(Geometry(geometry_type='MULTIpolyGON',srid=4326))
area = Column(Float)
schemas.py
from typing import List,Optional
from geoalchemy2.shape import to_shape
from geoalchemy2.elements import WKBElement
from pydantic import BaseModel,validator
def ewkb_to_wkt(geom: WKBElement):
"""
Converts a geometry formated as WKBE to WKT
in order to parse it into pydantic Model
Args:
geom (WKBElement): A geometry from GeoAlchemy query
"""
return to_shape(geom).wkt
class ItemBase(BaseModel):
id: str
commune: str
geom : str
area : Optional[float]
class Config:
orm_mode = True
@validator('geom',pre=True,allow_reuse=True,whole=True,always=True)
def correct_geom_format(cls,v):
if not isinstance(v,WKBElement):
raise ValueError('must be a valid WKBE element')
return ewkb_to_wkt(v)
main.py
from typing import List
from fastapi import Depends,FastAPI,HTTPException
from sqlalchemy.orm import Session
from . import crud,models,schemas
from .database import SessionLocal,engine
models.Base.Metadata.create_all(bind=engine)
app = FastAPI()
# Dependency
def get_db():
db = SessionLocal()
try:
yield db
finally:
db.close()
@app.get("/parcelle/{parcelle_id}",response_model=schemas.ItemBase)
def get_parcelle_info(parcelle_id: str,db: Session = Depends(get_db)):
parcelle_info = crud.parcelle_get_basic_info(db,id=parcelle_id)
if parcelle_info is None:
raise HTTPException(status_code=404,detail="Parcelle not found")
return parcelle_info
我得到的错误
127.0.0.1:59404 - "GET /parcelle/33449000CE0006 HTTP/1.1" 500 Internal Server Error
ERROR: Exception in Asgi application
Traceback (most recent call last):
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/uvicorn/protocols/http/h11_impl.py",line 394,in run_asgi
result = await app(self.scope,self.receive,self.send)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/uvicorn/middleware/proxy_headers.py",line 45,in __call__
return await self.app(scope,receive,send)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/fastapi/applications.py",line 199,in __call__
await super().__call__(scope,send)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/applications.py",line 111,in __call__
await self.middleware_stack(scope,send)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/middleware/errors.py",line 181,in __call__
raise exc from None
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/middleware/errors.py",line 159,in __call__
await self.app(scope,_send)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/exceptions.py",line 82,in __call__
raise exc from None
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/exceptions.py",line 71,sender)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/routing.py",line 566,in __call__
await route.handle(scope,send)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/starlette/routing.py",line 227,in handle
await self.app(scope,line 41,in app
response = await func(request)
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/fastapi/routing.py",line 209,in app
response_data = await serialize_response(
File "/upfactor/code/api/info/venv/lib/python3.9/site-packages/fastapi/routing.py",line 126,in serialize_response
raise ValidationError(errors,field.type_)
pydantic.error_wrappers.ValidationError: 3 validation errors for ItemBase
response -> id
field required (type=value_error.missing)
response -> commune
field required (type=value_error.missing)
response -> geom
field required (type=value_error.missing)
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