You can watch this video tutorial > link tutorial YOUTUBE
install dependencies Python
$ python -m venv venv
$ source venv/scripts/activate | ./venv/scripts/activate
$ pip install -r ml_service/requirements.txt
$ pip install -r registry_service/requirements.txt
testing run server on localhost ml port 8001
$ cd ml_service
$ uvicorn app.main:app --port 8001 --reload
testing run server on localhost registry port 8002
$ cd registry_service
$ uvicorn app.main:app --port 8002 --reload
Run docker container swarm
$ docker compose up -d
You can run reverse proxy this url
https://localhost:80/api/v1/registry/docs
https://localhost:80/api/v1/ml/docs
Access to SSH Client EC2
1. Open an SSH client.
2. Locate your private key file. The key used to launch this instance is nginx_key.pem
3. Run this command, if necessary, to ensure your key is not publicly viewable.
chmod 400 [you key pair accss]
4. Connect to your instance using its Public DNS:
[your public DNS]
Example:
ssh -i "fastapi_key.pem" [email protected]
Setup install dependencies instance
$ sudo apt-get update
$ sudo apt install -y python3-pip nginx
$ sudo apt install docker.io
$ sudo apt install docker-compose
Setup Nginx
$ sudo /etc/nginx/sites-enabled/fastapi_nginx.conf
server {
listen 8080;
server_name [your domain];
location / {
proxy_pass http:https://127.0.0.1:8001;
}
location /api/v1/ml {
proxy_pass http:https://127.0.0.1:8001/api/v1/ml;
}
location /api/v1/registry {
proxy_pass http:https://127.0.0.1:8002/api/v1/registry;
}
location /api/v1/authenticate {
proxy_pass http:https://127.0.0.1:8002/api/v1/authenticate;
}
}Push stack container
$ git clone https://github.com/watcharap0n/deploy-fastapi-linear-ec2.git
$ cd deploy-fastapi-linear-ec2
$ sudo docker-compose up -d
$ curl -s localhost:8001 | "result"
open your domain :) ..