From ae1e5dcaf77f6fd871f93e97b79e05f1fb86e69a Mon Sep 17 00:00:00 2001
From: wolfjos1 <wolfjos1@msu.edu>
Date: Fri, 3 Feb 2023 15:28:53 -0500
Subject: [PATCH] Added Gradio example w/ multiple inputs
---
GUI_Tutorial.ipynb | 99 +++++++++++++++++++++++++++++++++++-----------
1 file changed, 75 insertions(+), 24 deletions(-)
diff --git a/GUI_Tutorial.ipynb b/GUI_Tutorial.ipynb
index fa8b1c5..2643f6e 100644
--- a/GUI_Tutorial.ipynb
+++ b/GUI_Tutorial.ipynb
@@ -22,7 +22,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 1,
"id": "cdfdbb3e",
"metadata": {},
"outputs": [
@@ -30,7 +30,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Python 3.9.7\r\n"
+ "Python 3.8.2\r\n"
]
}
],
@@ -40,7 +40,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 2,
"id": "8f5edb3b",
"metadata": {},
"outputs": [],
@@ -58,7 +58,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 3,
"id": "227461d8",
"metadata": {
"scrolled": false
@@ -80,7 +80,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 4,
"id": "92c83d6b",
"metadata": {
"scrolled": true
@@ -90,7 +90,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Running on local URL: http://127.0.0.1:7860/\n",
+ "Running on local URL: http://127.0.0.1:7860\n",
"\n",
"To create a public link, set `share=True` in `launch()`.\n"
]
@@ -98,19 +98,10 @@
{
"data": {
"text/html": [
- "\n",
- " <iframe\n",
- " width=\"900\"\n",
- " height=\"500\"\n",
- " src=\"http://127.0.0.1:7860/\"\n",
- " frameborder=\"0\"\n",
- " allowfullscreen\n",
- " \n",
- " ></iframe>\n",
- " "
+ "<div><iframe src=\"http://127.0.0.1:7860/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
],
"text/plain": [
- "<IPython.lib.display.IFrame at 0x7fcaf03ab5b0>"
+ "<IPython.core.display.HTML object>"
]
},
"metadata": {},
@@ -118,13 +109,9 @@
},
{
"data": {
- "text/plain": [
- "(<fastapi.applications.FastAPI at 0x7fcac199eee0>,\n",
- " 'http://127.0.0.1:7860/',\n",
- " None)"
- ]
+ "text/plain": []
},
- "execution_count": 2,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -152,6 +139,70 @@
"With these components, you can quickly create and launch an interface."
]
},
+ {
+ "cell_type": "markdown",
+ "id": "d4bd4273",
+ "metadata": {},
+ "source": [
+ "### Adding additional Inputs:\n",
+ "\n",
+ "Suppose you had a more complex function, with multiple inputs and outputs. In the example below, we define a function that takes a string, boolean, and number, and returns a string and number. Take a look how you pass a list of input and output components.\n",
+ "\n",
+ "\n",
+ "Source: https://gradio.app/quickstart/"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "dcc87cd1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Running on local URL: http://127.0.0.1:7861\n",
+ "\n",
+ "To create a public link, set `share=True` in `launch()`.\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "<div><iframe src=\"http://127.0.0.1:7861/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": []
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "def greet(name, is_morning, temperature):\n",
+ " salutation = \"Good morning\" if is_morning else \"Good evening\"\n",
+ " greeting = f\"{salutation} {name}. It is {temperature} degrees today\"\n",
+ " celsius = (temperature - 32) * 5 / 9\n",
+ " return greeting, round(celsius, 2)\n",
+ "\n",
+ "demo = gr.Interface(\n",
+ " fn=greet,\n",
+ " inputs=[\"text\", \"checkbox\", gr.Slider(0, 100)],\n",
+ " outputs=[\"text\", \"number\"],\n",
+ ")\n",
+ "demo.launch()"
+ ]
+ },
{
"cell_type": "markdown",
"id": "46e5071f",
@@ -242,7 +293,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.7"
+ "version": "3.8.2"
}
},
"nbformat": 4,
--
GitLab