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Python中sqlalchemy.dialects.mysql库中DOUBLE数据类型的查询技巧。

发布时间:2024-01-19 16:34:06

在SQLAlchemy中,MySQL的DOUBLE数据类型可以使用sqlalchemy.dialects.mysql.DOUBLE来表示。在查询中使用DOUBLE类型时,可以通过以下技巧进行操作:

1. 创建DOUBLE类型的列:

from sqlalchemy import Column, Integer, VARCHAR
from sqlalchemy.dialects.mysql import DOUBLE
from sqlalchemy.ext.declarative import declarative_base

Base = declarative_base()

class MyTable(Base):
    __tablename__ = 'my_table'
    
    id = Column(Integer, primary_key=True)
    double_value = Column(DOUBLE)
    varchar_value = Column(VARCHAR(255))

2. 查询DOUBLE类型的列:

from sqlalchemy import create_engine, select
from sqlalchemy.dialects.mysql import DOUBLE

engine = create_engine('mysql+mysqlconnector://<user>:<password>@localhost/<database>')

# 创建表的元数据
metadata = Base.metadata
metadata.create_all(engine)

# 创建会话
with engine.connect() as conn:
    # 创建查询
    stmt = select([MyTable.double_value])
    
    # 执行查询
    result = conn.execute(stmt)
    
    # 获取结果
    for row in result:
        print(row.double_value)

3. 构建DOUBLE类型的条件查询:

from sqlalchemy import create_engine, select
from sqlalchemy.dialects.mysql import DOUBLE

engine = create_engine('mysql+mysqlconnector://<user>:<password>@localhost/<database>')

# 创建表的元数据
metadata = Base.metadata
metadata.create_all(engine)

# 创建会话
with engine.connect() as conn:
    # 创建条件
    condition = MyTable.double_value > 10.0
    
    # 创建查询
    stmt = select([MyTable.double_value]).where(condition)
    
    # 执行查询
    result = conn.execute(stmt)
    
    # 获取结果
    for row in result:
        print(row.double_value)

4. 插入DOUBLE类型的数据:

from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker

engine = create_engine('mysql+mysqlconnector://<user>:<password>@localhost/<database>')

# 创建表的元数据
metadata = Base.metadata
metadata.create_all(engine)

# 创建会话
Session = sessionmaker(bind=engine)
session = Session()

# 插入数据
new_data = MyTable(double_value=10.5, varchar_value='example')
session.add(new_data)
session.commit()

需要注意的是,在MySQL数据库中,DOUBLE类型的精度是固定的,一般为15位小数。如果需要指定DOUBLE类型的精度,可以使用DECIMAL(precision, scale)类型来代替。