SQLAlchemy几种查询方式总结

SQLAlchemy 几种查询方式总结
几种常见sqlalchemy查询：

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from sqlalchemy import or_, and_, any_

简单查询

print(session.query(User).all())
print(session.query(User.name, User.fullname).all())    
print(session.query(User, User.name).all())

带条件查询

print(session.query(User).filter_by(name='user1').all())    
print(session.query(User).filter(User.name == "user").all())    
print(session.query(User).filter(User.name.like("user%")).all())

多条件查询

print(session.query(User).filter(and_(User.name.like("user%"), User.fullname.like("first%"))).all())    
print(session.query(User).filter(or_(User.name.like("user%"), User.password != None)).all())

sql过滤

print(session.query(User).filter("id>:id").params(id=1).all())

关联查询

print(session.query(User, Address).filter(User.id == Address.user_id).all())    
print(session.query(User).join(User.addresses).all())    
print(session.query(User).outerjoin(User.addresses).all())

聚合查询

print(session.query(User.name, func.count('*').label("user_count")).group_by(User.name).all())    
print(session.query(User.name, func.sum(User.id).label("user_id_sum")).group_by(User.name).all())

子查询

stmt = session.query(Address.user_id, func.count('*').label("address_count")).group_by(Address.user_id).subquery()    
print(session.query(User, stmt.c.address_count).outerjoin((stmt, User.id == stmt.c.user_id)).order_by(User.id).all())

exists

print(session.query(User).filter(exists().where(Address.user_id == User.id)))    
print(session.query(User).filter(User.addresses.any()))

限制返回字段查询

person = session.query(Person.name, Person.created_at,Person.updated_at).filter_by(name="zhongwei").order_by(Person.created_at).first()

记录总数查询：

from sqlalchemy import func


# count User records, without
# using a subquery.
session.query(func.count(User.id))


# return count of user "id" grouped
# by "name"
session.query(func.count(User.id)).\
        group_by(User.name)


from sqlalchemy import distinct
# count distinct "name" values
session.query(func.count(distinct(User.name)))

with_entities()

通过使用with_entities()方法来获取要在结果中返回的列

查询制定的id列

result = RiskDataModel.query.with_entities(RiskDataModel.id)  # 返回BaseQuery

返回指定的两列

result = RiskDataModel.query.with_entities(RiskDataModel.id, RiskDataModel.name)

并且去重

result  = RiskDataModel.query.with_entities(RiskDataModel.store_st_id).distinct().all()