280 lines
5.3 KiB
Plaintext
280 lines
5.3 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# The smell of classes"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## The \"data bundle\" smell"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2021-08-11T12:50:34.342224Z",
|
|
"start_time": "2021-08-11T14:50:34.336560+02:00"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"def momentum(mass, velocity):\n",
|
|
" return mass * velocity\n",
|
|
"\n",
|
|
"def energy(mass, velocity):\n",
|
|
" return 0.5 * mass * velocity ** 2\n",
|
|
"\n",
|
|
"def update_position(velocity, position, dt):\n",
|
|
" return position + velocity * dt"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2021-08-11T12:50:34.776689Z",
|
|
"start_time": "2021-08-11T14:50:34.769617+02:00"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Naive\n",
|
|
"mass1 = 10.0\n",
|
|
"velocity1 = 0.9\n",
|
|
"\n",
|
|
"mass2 = 12.0\n",
|
|
"velocity2 = 0.1\n",
|
|
"\n",
|
|
"print(momentum(mass1, velocity1))\n",
|
|
"print(momentum(mass2, velocity2))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"We have two parameters that will be sent to these functions over and over again: `mass` and `velocity`.\n",
|
|
"\n",
|
|
"Moreover, the parameters cannot be mixed up (e.g. the velocity of one particle with the mass of another)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2018-07-27T15:05:52.548364Z",
|
|
"start_time": "2018-07-27T17:05:52.544726+02:00"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Introducing classes as a data bundle template"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2018-08-04T13:04:49.208543Z",
|
|
"start_time": "2018-08-04T15:04:49.203180+02:00"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"class Particle:\n",
|
|
" pass\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Class methods"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2018-07-27T12:13:56.972938Z",
|
|
"start_time": "2018-07-27T14:13:56.969323+02:00"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"def momentum(particle):\n",
|
|
" return particle.mass * particle.velocity\n",
|
|
"\n",
|
|
"print(momentum(particle1))\n",
|
|
"print(momentum(particle2))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"pycharm": {
|
|
"name": "#%%\n"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"class Particle:\n",
|
|
" def __init__(self, mass, velocity):\n",
|
|
" self.mass = mass\n",
|
|
" self.velocity = velocity\n",
|
|
"\n",
|
|
" # Method here\n",
|
|
"\n",
|
|
"particle1 = Particle(10.0, 0.9, 0.0)\n",
|
|
"print(particle1.momentum())"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"pycharm": {
|
|
"name": "#%% md\n"
|
|
}
|
|
},
|
|
"source": [
|
|
"We have been using class instances and methods all along..."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"pycharm": {
|
|
"name": "#%%\n"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"s = 'A scanner Darkly'\n",
|
|
"s.capitalize()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"pycharm": {
|
|
"name": "#%%\n"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"x = set(['apple', 'banana', 'apple', 'pineapple'])\n",
|
|
"x"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"pycharm": {
|
|
"name": "#%%\n"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"x.union(['banana', 'kiwi'])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"pycharm": {
|
|
"name": "#%%\n"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"\n"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"hide_input": false,
|
|
"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": "3.11.3"
|
|
},
|
|
"toc": {
|
|
"nav_menu": {
|
|
"height": "174px",
|
|
"width": "252px"
|
|
},
|
|
"navigate_menu": true,
|
|
"number_sections": true,
|
|
"sideBar": true,
|
|
"threshold": 4,
|
|
"toc_cell": false,
|
|
"toc_position": {
|
|
"height": "953px",
|
|
"left": "0px",
|
|
"right": "1253px",
|
|
"top": "127px",
|
|
"width": "320px"
|
|
},
|
|
"toc_section_display": "block",
|
|
"toc_window_display": false
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|