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What is ORM? Pros and cons?

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Answer from AI

ORM (Object-Relational Mapping) is a technology that allows working with a database through objects in a programming language, abstracting SQL queries.

Advantages of ORM:

  • Accelerates development as it reduces the need to write extensive SQL code.
  • Allows working with data in a familiar object-oriented style.
  • Ensures portability across different DBMS.
  • Helps avoid errors in SQL queries.

Disadvantages of ORM:

  • May generate inefficient queries, reducing performance.
  • Complex queries can be difficult to express through ORM.
  • An additional layer of abstraction increases complexity and response time.

Example of using ORM in Python with SQLAlchemy:

from sqlalchemy import create_engine, Column, Integer, String
from sqlalchemy.orm import declarative_base, sessionmaker

Base = declarative_base()

class User(Base):
    __tablename__ = 'users'
    id = Column(Integer, primary_key=True)
    name = Column(String)

engine = create_engine('sqlite:///:memory:')
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()

new_user = User(name='Иван')
session.add(new_user)
session.commit()

user = session.query(User).filter_by(name='Иван').first()
print(user.name)  # Иван