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80 lines
3.4 KiB
Markdown
80 lines
3.4 KiB
Markdown
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# Running a Gradio App on your Web Server with Nginx
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Tags: DEPLOYMENT, WEB SERVER, NGINX
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## Introduction
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Gradio is a Python library that allows you to quickly create customizable web apps for your machine learning models and data processing pipelines. Gradio apps can be deployed on [Hugging Face Spaces](https://hf.space) for free.
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In some cases though, you might want to deploy a Gradio app on your own web server. You might already be using [Nginx](https://www.nginx.com/), a highly performant web server, to serve your website (say `https://www.example.com`), and you want to attach Gradio to a specific subpath on your website (e.g. `https://www.example.com/gradio-demo`).
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In this Guide, we will guide you through the process of running a Gradio app behind Nginx on your own web server to achieve this.
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**Prerequisites**
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1. A Linux web server with [Nginx installed](https://www.nginx.com/blog/setting-up-nginx/) and [Gradio installed](/quickstart)
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2. A working Gradio app saved as a python file on your web server
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## Editing your Nginx configuration file
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1. Start by editing the Nginx configuration file on your web server. By default, this is located at: `/etc/nginx/nginx.conf`
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In the `http` block, add the following line to include server block configurations from a separate file:
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```bash
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include /etc/nginx/sites-enabled/*;
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```
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2. Create a new file in the `/etc/nginx/sites-available` directory (create the directory if it does not already exist), using a filename that represents your app, for example: `sudo nano /etc/nginx/sites-available/my_gradio_app`
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3. Paste the following into your file editor:
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```bash
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server {
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listen 80;
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server_name example.com www.example.com; # Change this to your domain name
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location /gradio-demo/ { # Change this if you'd like to server your Gradio app on a different path
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proxy_pass http://127.0.0.1:7860/; # Change this if your Gradio app will be running on a different port
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proxy_redirect off;
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proxy_http_version 1.1;
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proxy_set_header Upgrade $http_upgrade;
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proxy_set_header Connection "upgrade";
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proxy_set_header Host $host;
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}
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}
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```
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## Run your Gradio app on your web server
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1. Before you launch your Gradio app, you'll need to set the `root_path` to be the same as the subpath that you specified in your nginx configuration. This is necessary for Gradio to run on any subpath besides the root of the domain.
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Here's a simple example of a Gradio app with a custom `root_path`:
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```python
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import gradio as gr
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import time
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def test(x):
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time.sleep(4)
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return x
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gr.Interface(test, "textbox", "textbox").queue().launch(root_path="/gradio-demo")
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```
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2. Start a `tmux` session by typing `tmux` and pressing enter (optional)
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It's recommended that you run your Gradio app in a `tmux` session so that you can keep it running in the background easily
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3. Then, start your Gradio app. Simply type in `python` followed by the name of your Gradio python file. By default, your app will run on `localhost:7860`, but if it starts on a different port, you will need to update the nginx configuration file above.
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## Restart Nginx
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1. If you are in a tmux session, exit by typing CTRL+B (or CMD+B), followed by the "D" key.
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2. Finally, restart nginx by running `sudo systemctl restart nginx`.
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And that's it! If you visit `https://example.com/gradio-demo` on your browser, you should see your Gradio app running there
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