Forked from jasonamyers/2013-02-15-SQLAlchemy-Func-and-Group.py
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April 11, 2018 22:23
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This is from my blog post on pyNash
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from sqlalchemy import create_engine | |
engine = create_engine('sqlite:///:memory:', echo=True) | |
from sqlalchemy.ext.declarative import declarative_base | |
Base = declarative_base() | |
from sqlalchemy import Column, Integer, String, Float | |
class User(Base): | |
__tablename__ = 'users' | |
id = Column(Integer, primary_key=True) | |
name = Column(String) | |
fullname = Column(String) | |
balance = Column(Float) | |
group = Column(String) | |
def __init__(self, name, fullname, balance, group): | |
self.name = name | |
self.fullname = fullname | |
self.balance = balance | |
self.group = group | |
user1 = User('Bob', 'Big Bob', 1000000.00, 'Mob') | |
user2 = User('Linda', 'Linda Lu', 100.50, 'Diner') | |
user3 = User('Lil Bob', 'Bobby Jr', 100500.00, 'Mob') | |
user4 = User('Rachael', 'Rachael Rach', 125.50, 'Personal') | |
from sqlalchemy.orm import session maker | |
Session = sessionmaker(bind=engine) | |
db = Session() | |
db.add(user1) | |
db.add(user2) | |
db.add(user3) | |
db.add(user4) | |
db.commit() | |
db.query(User).all() | |
for user in db.query(User).all(): | |
print user.name, user.balance | |
from sqlalchemy import func | |
from sqlalchemy.sql import label | |
db.query(User.group, | |
label('members', func.count(User.id)), | |
label('total_balance', func.sum(User.balance))).group_by(User.group).all() | |
results = db.query(User.group, | |
label('members', func.count(User.id)), | |
label('total_balance', func.sum(User.balance))).group_by(User.group).all() | |
for result in results: | |
print "%s has %i members with a balance of %d" % (result.group, result.members, result.total_balance) |
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line 21 : Base.metadata.create_all(engine)
db.query(User.group,func.max(User.balance)).group_by(User.group).all()