我厌倦了使用SqlAlchemy orm来构建api,以将值从上传的excel文件插入数据库。当我对代码进行测试时,它始终显示错误:
TypeError: __init__() missing 1 required positional argument: 'id'
我已经在本地MySql数据库中将id键更新为主键,自动递增,唯一且未签名。我相信系统无法自动插入主键,因为如果我手动将值分配给id,它将起作用
transaction_obj = Transaction(id=1, name="David", date="2018-03-03",
product="fruit", quantity=20, amount=12.55)
这里是model.py
from sqlalchemy import Table, MetaData, Column, Integer, String, DATE, DECIMAL,ForeignKey, DateTime
from sqlalchemy.orm import mapper
metadata = MetaData()
customers = Table('customers', metadata,
Column('id', Integer, primary_key=True),
Column('name', String(20)),
Column('phone', String(20)),
Column('address', String(45)),
Column('source_from', String(45))
)
class Customers(object):
def __init__(self, name, phone, address, source_from):
self.name = name
self.phone = phone
self.address = address
self.source_from = source_from
def __repr__(self):
return "<Customer(name='%s', phone='%s', address='%s', " \
"source_from='%s')" % (self.name, self.phone, self.address,
self.source_from)
mapper(Customers, customers)
transaction = Table('transaction', metadata,
Column('id', Integer, primary_key=True),
Column('name', String(20)),
Column('date', DateTime),
Column('product', String(20)),
Column('quantity', Integer),
Column('amount',DECIMAL(2))
)
class Transaction(object):
def __index__(self, name, date, product, quantity, amount):
self.name = name
self.date = date
self.product = product
self.quantity = quantity
self.amount = amount
def __repr__(self):
return "<Transaction(name='%s', date='%s', product='%s'," \
"quantity='%s', amount='%s')>" % (self.name, self.date,
self.product, self.quantity,
self.amount)
mapper(Transaction, transaction)
这是我的测试代码:test.py
import json
import os
import os
import json
from sqlalchemy import create_engine
import config
import pandas as pd
conn = config.conn_str
def tran_test():
engine = create_engine(conn)
Session_class = sessionmaker(bind=engine)
Session = Session_class
# generate the object for the data we would like to insert
transaction_obj = Transaction(name="David", date="2018-03-03",
product="fruit", quantity=20, amount=12.55)
Session.add(transaction_obj)
Session.commit()
def test_uploaded_file(file):
df = pd.read_excel(file)
return df.info()
if __name__ == '__main__':
# set_env_by_setting('prod')
# conn_str = os.environ.get('ConnectionString')
# print(conn_str)
# test_uploaded_file("-1.xlsx")
tran_test()
我正在使用SQLAlchemy == 1.2.10,PyMySQL == 0.9.2。 我怀疑是否在model.py中使用了错误的格式。请指教。谢谢。
答案 0 :(得分:1)
虽然我不确定您使用的模式((手动映射到表类)),但我认为使用declarative_base
会更方便。
from sqlalchemy.ext.declarative import declarative_base
Base = declarative_base()
然后确保您的模型继承Base
from sqlalchemy import (
Column,
Integer,
String
)
class Customers(Base):
__tablename__ = 'customer'
id = Column(Integer, primary_key=True) # Auto-increment should be default
name = Column(String(20))
# Etc.
def __repr__(self):
return "<Customer(name='%s', phone='%s', address='%s', " \
"source_from='%s')" % (self.name, self.phone, self.address,
self.source_from)
最后使用Base
创建表:
Base.metadata.create_all(engine)
这里很好地引用了基本的声明性用例。根据您如何搭建应用程序,它会变得更加复杂,但这是一个很好的起点: http://docs.sqlalchemy.org/en/latest/orm/extensions/declarative/basic_use.html