Base = declarative_base
基类:
1.存储表
2.建立class-Table 的映射关系engine = create_engine('mysql://root:root@localhost:3307/test', echo=False)
连接数据库
Session = sessionmaker(bind=engine)
sess = Session()
会话
1.保存上下文信息
2.容器,存储对对象的操作。
metadata
所有Base的子类,共享这个metadata
1.所有Table存储在此metadata中
2.共享此metadata的属性和方法。
mapper
将class -- Table 进行映射
Column 重要参数
1.name 字段名(可选,该参数优先级高于变量名)
2.type_ 字段类型,注意:MySQL中,String类型必须指定长度
3.primary_key 如该参数为True,那么该字段为主键(False)
4.unique 如该参数如果为True,相应字段具有唯一性(False)
5.index 如该参数为True,相应字段为索引字段(False)
6.nullable 如该参数为False,该字段不允为空(True)
7.ForeignKey 通过该参数指定外键
8.default 指定该字段的默认值
engine 特性及重要参数
1.Engine是数据库核心接口
2.Lazy Connecting,此时并未真正建立其和数据库的连接,直到:engine.execute(),engine.connect()等方法被调用才会真正建立连接
3.pool_size = 5; 连接池的大小,默认为 5
4.max_overflow = 10; 连接池可溢出最大数量 默认为10 [不放入连接池]
5.echo = False; 打印SQL语句,调用logging模块,默认为False
6.encoding = 'utf-8'; 编码方式,默认为 utf8
7.pool_recycle = -1 连接回收时间 -1,永不回收(推荐设置3600即1h)
注意: MySQL连接的默认断开时间是 8小时
8.pool_timeout=30 尝试从连接池中获取连接的超时时间
反向映射(即将数据库中的表映射成程序中的表对象)
Base.metadata.reflect(engine)
print(Base.metadata.tables)
print(Student.__table__) # 查看类对应的表
print(Student.__mapper__) # 查看类对应的mapper函数
engine = create_engine("...")
Session = sessionmaker(bind=engine)
# new session. no connections are in use.
session = Session()
try:
# first query. a Connection is acquired
# from the Engine, and a Transaction
# started.
item1 = session.query(Item).get(1)
# second query. the same Connection/Transaction
# are used.
item2 = session.query(Item).get(2)
# pending changes are created.
item1.foo = 'bar'
item2.bar = 'foo'
# commit. The pending changes above
# are flushed via flush(), the Transaction
# is committed, the Connection object closed
# and discarded, the underlying DBAPI connection
# returned to the connection pool.
session.commit()
except:
# on rollback, the same closure of state
# as that of commit proceeds.
session.rollback()
raise
finally:
# close the Session. This will expunge any remaining
# objects as well as reset any existing SessionTransaction
# state. Neither of these steps are usually essential.
# However, if the commit() or rollback() itself experienced
# an unanticipated internal failure (such as due to a mis-behaved
# user-defined event handler), .close() will ensure that
# invalid state is removed.
session.close()
关于数据库 字段为时间戳问题的探究:
/*create_time 自动保存创建时间;modify_time 自动保存修改时间*/
create table teacher(id int not null auto_increment primary key, name varchar(30),create_time TIMESTAMP default CURRENT_TIMESTAMP not null,modify_time TIMESTAMP default CURRENT_TIMESTAMP on update CURRENT_TIMESTAMP not null)ENGINE=InnoDB DEFAULT CHARSET=utf8;
show create table students; # 查看创建数据表的命令
import datetime
import time
from sqlalchemy import create_engine, Column, Integer, String, TIMESTAMP, text
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
Base = declarative_base()
engine = create_engine("mysql+pymysql://root:root@localhost/sqla?charset=utf8")
class Student(Base):
__tablename__ = "students"
__table_args__ = {
# "mysql_engine":"MyISAM",
"mysql_charset":"utf8"
} # show create table students 可以查看建表语句;默认是Innodb,lating-1.如果想显示中文需要修改指定建表的类型,同时,engine也要指定编码格式
id = Column(Integer,primary_key=True)
name = Column(String(30))
# first update_time 必须在上面,
update_time = Column(TIMESTAMP,nullable=False)
create_time = Column(TIMESTAMP,nullable=False,server_default=text("current_timestamp"))
# create_time = Column(TIMESTAMP(True),nullable=False,server_default=text("now()"))
# create_time = Column(TIMESTAMP(True),default=datetime.datetime.now()) # show create table students 会发现create_time 字段默认是null而不是current_timestamp,虽然可以正常使用,但是不推荐
# second 颠倒 update_time 和 create_time 两个字段的顺序
# create_time = Column(TIMESTAMP(True),nullable=False,server_default=text("current_timestamp"))
# create_time = Column(TIMESTAMP(True),nullable=False,server_default=text("now()"))
# create_time = Column(TIMESTAMP(True),nullable=False,default=datetime.datetime.now()) # error 会有 on update current_timestamp语句
# update_time = Column(TIMESTAMP(True),nullable=False,server_default=text("current_timestamp on update current_timestamp"))
# update_time = Column(TIMESTAMP(True),nullable=False,server_default=text("now() on update current_timestamp"))
# third error # 该例证明了直接颠倒两个字段会失败的.
# create_time = Column(TIMESTAMP(True),nullable=False,server_default=text("current_timestamp"))
# update_time = Column(TIMESTAMP(True),nullable=False)
Base.metadata.drop_all(engine)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
sess = Session()
zhangsan = Student(name='张三')
sess.add(zhangsan)
sess.commit()
time.sleep(10)
zhangsan_1 = sess.query(Student).get(1)
zhangsan_1.name = 'lisi'
sess.commit()
wangwu = Student(name='wangwu')
sess.add(wangwu)
sess.commit()