{ "cells": [ { "cell_type": "markdown", "id": "616a7468-8690-4e88-acc9-64279fd9794e", "metadata": {}, "source": [ "###
San Jose State University
Department of Applied Data Science

**DATA 200
Computational Programming for Data Analytics**

Spring 2024
Instructor: Ron Mak
" ] }, { "cell_type": "markdown", "id": "005cc9a4-05ba-4eb5-8fc7-d7d633d7d80d", "metadata": {}, "source": [ "# Autogenerated Classes" ] }, { "cell_type": "markdown", "id": "fd13f546-d64e-45d5-b047-76e20431ce5e", "metadata": {}, "source": [ "#### Recall the class `Card` in source file `card.py` from a few weeks ago." ] }, { "cell_type": "markdown", "id": "b2ab7e36-77e1-4fdb-90c3-bc027fe9671a", "metadata": {}, "source": [ "#### We can use Python's **autogeneration** feature to automatically generate boilerplate code that's common in most classes." ] }, { "cell_type": "markdown", "id": "ab8fb788-b9f0-41f6-82de-d7f1ab35d9b9", "metadata": {}, "source": [ "#### We need to import `dataclass` from the built-in `dataclasses` module, and `ClassVar` and `List` from the build-in `typing` module. See source file `carddataclass.py`.\n", "```\n", "from dataclasses import dataclass\n", "from typing import ClassVar, List\n", "```" ] }, { "cell_type": "markdown", "id": "0022509c-7ffa-4d92-b066-305b8d8cade1", "metadata": {}, "source": [ "#### The `@dataclass` decorator indicates a data class. A data class declare both class attributes and data attributes inside the class but outside the class methods. Data classes require additional information (*hints*) to distinguish class attributes from data attributes. These hints affect how the autogenerated methods are implemented.\n", "```\n", "@dataclass\n", "class Card:\n", " FACES: ClassVar[List[str]] = ['Ace', '2', '3', '4', '5', '6', '7', \n", " '8', '9', '10', 'Jack', 'Queen', 'King']\n", " SUITS: ClassVar[List[str]] = ['Hearts', 'Diamonds', 'Clubs', 'Spades']\n", "\n", " face: str\n", " suit: str\n", "```" ] }, { "cell_type": "markdown", "id": "ad87e22f-76f6-4332-a372-1476d877f32d", "metadata": {}, "source": [ "#### In the above, the **variable annotation** `ClassVar[List[str]]` is a type hint that specifies `FACES` and `SUITS` are class variables that refer to lists of strings. On the other hand, `face` and `suit` are data attributes that belong to each instantiated object." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 5 }