Install NGINX and Configure for MLflow

Set up NGINX as a reverse proxy to route secure external traffic to your MLflow server.

Prerequisites

  • Linux-based server (RHEL/CentOS or Ubuntu/Debian)
  • Root or sudo privileges
  • MLflow server running on port 5000
  • SSL certificate and private key files (e.g., cert.pem and key.pem)

Steps to install

  1. Install Nginx: Choose the appropriate command based on your Linux distribution.

For RHEL/CentOS:

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For Ubuntu/Debian:

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  1. Configure the NGINX main file (/etc/nginx/nginx.conf)

Use the following NGINX configuration to set up a reverse proxy with performance optimizations:

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  1. Configure reverse proxy for MLflow (/etc/nginx/conf.d/mlflow.conf)

This configuration:

  • Redirects all HTTP traffic to HTTPS
  • Proxies HTTPS requests securely to the MLflow server
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Note:

  • Replace mlflow.yourdomain.com with your actual domain or public IP.
  • Update SSL certificate paths to match your environment.
  • Replace 10.100.11.26:5000 with your MLflow backend server address and port.
  1. Start and enable Nginx.
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To verify Nginx is running:

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  1. Reload the configuration after any change.
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References

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