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title: 'Prometheus and Grafana' |
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description: 'Setup monitoring using Prometheus and visualize metrics in Grafana.' |
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isNew: false |
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sort: 20 |
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difficulty: 'advanced' |
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nature: 'Monitoring' |
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skills: |
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- 'bash' |
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- 'devops' |
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- 'monitoring' |
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seo: |
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title: 'Monitoring with Prometheus and Grafana' |
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description: 'Setup monitoring using Prometheus and visualize metrics in Grafana.' |
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keywords: |
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- 'Prometheus' |
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- 'Grafana' |
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- 'Monitoring' |
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- 'Server Metrics' |
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roadmapIds: |
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- 'devops' |
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--- |
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|
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The goal of this project is to implement a comprehensive monitoring system for your server infrastructure using Prometheus for metric collection and Grafana for visualization. This setup will provide real-time insights into your server's performance, resource utilization, and overall health. |
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## Requirements |
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To begin this project, you'll need: |
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- A running server to monitor. You can use an existing server from a previous project or setup a new server on [Digital Ocean](https://m.do.co/c/b29aa8845df8) or another cloud provider |
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- An application running on the server using some dependencies e.g., Nginx, Node.js, or others. |
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Once your server is operational, you'll proceed with setting up Prometheus and Grafana. |
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### Prometheus Setup |
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Prometheus is a powerful, open-source monitoring and alerting toolkit. Follow these steps to set it up: |
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- Install Prometheus on your server |
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- Configure prometheus for scarping intervals, endpoints and retention policies |
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- Install and configure exporters for System metrics (CPU, memory, disk, network). Also setup additional exporters for services like Nginx, MySQL, MongoDB, etc. |
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- Implement custom exporters or instrumentation for application-specific metrics |
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Prometheus offers extensive data collection capabilities and a flexible query language (PromQL) for data analysis. |
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### Grafana Configuration |
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Grafana provides customizable dashboards for your metrics. You can setup a dashboard for system metrics and another for application metrics. Follow these steps: |
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- Install Grafana on your server |
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- Connect Grafana to Prometheus as a data source |
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- Create dashboards for various metrics: |
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- System overview (CPU, memory, disk, network) |
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- Application-specific metrics |
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- Custom panels using PromQL queries |
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- Set up user authentication and authorization for your Grafana instance |
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### Advanced Goals |
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For those looking to expand their skills and create a more robust monitoring system, consider implementing these advanced features: |
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- Set up alerting rules in Prometheus and configure notification channels in Grafana (e.g., email, Slack) |
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- Implement Prometheus recording rules to optimize query performance |
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- Use Prometheus service discovery for automatic monitoring of dynamic environments |
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- Integrate log aggregation using Loki and correlate logs with metrics in Grafana |
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- Create a custom exporter for a specific application or service you're running |
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<hr /> |
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This project will provide you with hands-on experience in setting up a production-grade monitoring system. You'll gain valuable skills in metric collection, data visualization, and system observability, which are crucial for maintaining reliable and performant infrastructure. |
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