Using Thanos for Long-Term Metrics
Introduction
Thanos is an open-source project that provides a set of components to create a highly available and scalable metrics system. It is designed to work seamlessly with Prometheus, extending its capabilities for long-term storage and global querying.
What is Thanos?
Thanos is essentially a set of components that can be used to scale Prometheus metrics collection and storage across multiple clusters and regions. Key features include:
- Long-term storage capabilities for Prometheus metrics.
- Global query view across multiple Prometheus instances.
- High availability and reliability.
Thanos Architecture
The architecture of Thanos consists of several components:
Key Components:
- Sidecar: Runs alongside Prometheus and exposes its metrics.
- Store Gateway: Provides access to historical data stored in external object storage.
- Compactor: Compacts historical data for efficient storage.
- Querier: Provides a unified query endpoint for metrics.
Installation
To install Thanos, follow these steps:
- Download the Thanos binaries from the Thanos releases page.
- Extract the binaries and add them to your PATH.
- Run the following command to start the Thanos Sidecar:
thanos sidecar --prometheus.url=http://localhost:9090 --objstore.config=
Configuration
Thanos requires configuration for both the Sidecar and Store Gateway. Here is an example configuration for an S3 bucket:
type: S3
config:
bucket: "my-thanos-bucket"
endpoint: "s3.amazonaws.com"
access_key: ""
secret_key: ""
Ensure you replace placeholders with actual values.
Best Practices
To effectively use Thanos for long-term metrics, consider the following best practices:
- Use object storage that is reliable and cost-effective.
- Regularly monitor your Thanos components to ensure they are functioning correctly.
- Utilize the Thanos Compactor to manage storage effectively.
- Implement proper access controls to secure your metrics data.
FAQ
What is the primary purpose of Thanos?
Thanos is designed to extend Prometheus' capabilities, providing long-term storage, high availability, and global querying across multiple Prometheus instances.
How does Thanos handle high availability?
Thanos components like the Sidecar and Store Gateway can be deployed in multiple instances, ensuring that if one instance fails, others can continue to serve requests.
Can Thanos work with other metrics systems?
While Thanos is primarily designed for use with Prometheus, it can be integrated with other systems using the appropriate storage backends.