Predict-App with Monitoring

A Flask-based application that provides random predictions and integrates with Prometheus and Grafana for monitoring.

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About the Project

The Predict-App generates random prediction values and exposes them as metrics for Prometheus. The project also integrates Grafana for real-time monitoring and visualization of application data.

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Features

• Flask-based REST API for generating predictions.
• Prometheus integration for collecting application metrics.
• Grafana dashboard for visualizing predictions in real time.
• Kubernetes deployment for scaling and management.

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Getting Started

Prerequisites

• Docker
• Kubernetes (Minikube or any Kubernetes cluster)
• Helm
• Python 3.11+
• Git

Installation

1. Clone the repository:

   git clone https://github.com/yafit89/self-project.git
    cd self-project