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Add example on ipywidgets and user interaction
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"id": "0a839229-63b1-4d62-8336-dfec92e72eda", | ||
"metadata": {}, | ||
"source": [ | ||
"# Using ipywidgets for user interaction" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "7b3b4b32-0867-4454-952d-0199ad972957", | ||
"metadata": {}, | ||
"source": [ | ||
"## Installation" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "091f57f2-34dd-4ca7-bdc8-ed5ef19005aa", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"!pip install ipywidgets" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "79396b89-219f-4cf0-a719-c4a46af2bc61", | ||
"metadata": {}, | ||
"source": [ | ||
"## Using ipywidgets" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "868f5fae-1e30-404d-a70c-ced026efa105", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import ipywidgets as widgets" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "ddda3c77-2744-4ef0-8b0d-6f7592e556df", | ||
"metadata": {}, | ||
"source": [ | ||
"## Get all the images" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "250b2c53-77b7-4fee-bc55-649546afff34", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from os import listdir" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "561debf0-5bf6-4ad2-88d0-26d7be585aa8", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"images = []\n", | ||
"\n", | ||
"for file in listdir(\"../images\"):\n", | ||
" if \".png\" in file:\n", | ||
" images.append(\"../images/\" + file)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "1a159184-31a1-4628-8a4d-ffcae3d4a5e5", | ||
"metadata": {}, | ||
"source": [ | ||
"## Using GridSpectLayout" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "e5954bd2-5f13-41b7-ad7f-1b21d0e4634e", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from ipywidgets import GridspecLayout, Image, interact\n", | ||
"paths = []\n", | ||
"\n", | ||
"checkboxes = [widgets.Checkbox(value=False, description='Favorite') for _ in range(len(images))]\n", | ||
"\n", | ||
"# Create the GridspecLayout widget\n", | ||
"layout = GridspecLayout(n_columns=2, n_rows=len(images), width='400px')\n", | ||
"for i, (img, checkbox) in enumerate(zip(images, checkboxes)):\n", | ||
" file = open(img, \"rb\")\n", | ||
" image = file.read()\n", | ||
" image_widget = widgets.Image(\n", | ||
" value=image,\n", | ||
" format='png',\n", | ||
" width=100,\n", | ||
" height=100,\n", | ||
" )\n", | ||
" layout[i,0] = image_widget\n", | ||
" layout[i, 1] = checkbox\n", | ||
"\n", | ||
"# Button to get selected images\n", | ||
"button = widgets.Button(description=\"Select\")\n", | ||
"\n", | ||
"# Output widget to display selected images\n", | ||
"output = widgets.Output()\n", | ||
"\n", | ||
"# Function to get selected images\n", | ||
"def get_selected_images(btn):\n", | ||
" global paths\n", | ||
" paths = []\n", | ||
" selected_paths = [images[i] for i, checkbox in enumerate(checkboxes) if checkbox.value]\n", | ||
" with output:\n", | ||
" output.clear_output()\n", | ||
" print(\"Selected Images:\")\n", | ||
" for path in selected_paths:\n", | ||
" print(path)\n", | ||
" paths.append(path)\n", | ||
" print(paths)\n", | ||
" \n", | ||
"\n", | ||
"# Link button click event to function\n", | ||
"button.on_click(get_selected_images)\n", | ||
"\n", | ||
"# Display the layout and button\n", | ||
"display(layout, button, output)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "8dbf7a77-41e0-430c-98b8-133cffaf2681", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"paths" | ||
] | ||
} | ||
], | ||
"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": "3.11.4" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 5 | ||
} |