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Python Intermediate

What is Dataclass?

A decorator that automatically generates __init__, __repr__, __eq__, and other special methods for classes that mainly store data.

Python 3.7+ dataclasses reduce boilerplate for data-holding classes. The @dataclass decorator auto-generates methods based on type-annotated class attributes. Optional features include ordering, immutability (frozen=True), and default factories.

Dataclasses support inheritance, post-init processing (__post_init__), and field customization. For validation, consider Pydantic. For serialization, use dataclasses-json or cattrs. They replace manual __init__/__repr__ writing.

Related Terms

Magic Methods
Special double-underscore methods that define how Python objects behave with built-in operations and functions.
Pip Requirements File
A text file listing Python package dependencies with version specifications for reproducible project installations.
SQLAlchemy
The most popular Python SQL toolkit and ORM that provides a full suite of database abstraction patterns.
Pydantic
A data validation library that uses Python type annotations to validate and serialize data with automatic error reporting.
Logging Module
Python's built-in module for recording diagnostic information with configurable handlers, formatters, and log levels.
Type Hints
Optional annotations that indicate the expected types of variables, function parameters, and return values.
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