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VistasMLflow Tracking On EC2
I'm attempting to follow the instructions given here (https://medium.com/@alexanderneshitov/how-to-run-an-mlflow-tracking-server-on-aws-ec2-d7afd0ac8008) to test running MLflow tracker on an ec2 instance. I have done the following from the article
- Install mlflow on ec2
- Install and configure NGINX following the steps given
- Start mlflow server on ec2 using
mlflow server --default-artifact-root s3://test.bucket.for.mlflow/ --host 0.0.0.0 - Access server using its public DNS
According to the article, I should see the mlflow ui when accessing with my ec2 public DNS, but all I see is the following page:
Why would I be seeing this page and not the mlflow page like:
2 Respuestas
Responde la pregunta0
you need to specify --port options while starting mlflow. The port would be 80/443.
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I had the same issue and posting here for others facing the same issue. I followed the page here to create an nginx proxy
https://www.scaleway.com/en/docs/how-to-configure-nginx-reverse-proxy/
From step 2 on the link
Disable the default virtual host, that is pre-configured when Nginx is installed via Ubuntu’s packet manager apt:
unlink /etc/nginx/sites-enabled/defaultEnter the directory /etc/nginx/sites-available and create a reverse proxy configuration file.
cd /etc/nginx/sites-availablenano reverse-proxy.confPaste the following Nginx configuration in the text editor. The proxy server redirects all incomming connections on port 80 to the MLflow server, listening on port 5000.
server { listen 80; listen [::]:80; access_log /var/log/nginx/reverse-access.log; error_log /var/log/nginx/reverse-error.log; location / { proxy_pass http://localhost:5000/; auth_basic “Restricted Content”; auth_basic_user_file /etc/nginx/.htpasswd; } }
Note: Accesses and errors are located in a log files at /var/log/nginx.
Copy the configuration from /etc/nginx/sites-available to /etc/nginx/sites-enabled. It is recommended to use a symbolic link.
ln -s /etc/nginx/sites-available/reverse-proxy.conf /etc/nginx/sites-enabled/reverse-proxy.confTest the Nginx configuration file
nginx -t