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Observability

ClickHouse offers unmatched speed, scale, and cost-efficiency for observability. This guide provides two paths depending on your needs:

ClickStack - The ClickHouse Observability Stack

The ClickHouse Observability Stack is our recommended approach for most users.

ClickStack is a production-grade observability platform built on ClickHouse and OpenTelemetry (OTel), unifying logs, traces, metrics and session in a single high-performance scalable solution that works from single-node deployments to multi-petabyte scale.

SectionDescription
OverviewIntroduction to ClickStack and its key features
Getting StartedQuick start guide and basic setup instructions
Example DatasetsSample datasets and use cases
ArchitectureSystem architecture and components overview
DeploymentDeployment guides and options
ConfigurationDetailed configuration options and settings
Ingesting DataGuidelines for ingesting data to ClickStack
SearchHow to search and query your observability data
ProductionBest practices for production deployment

Build-Your-Own Stack

For users with custom requirements — such as highly specialized ingestion pipelines, schema designs, or extreme scaling needs — we provide guidance to build a custom observability stack with ClickHouse as the core database.

PageDescription
IntroductionThis guide is designed for users looking to build their own observability solution using ClickHouse, focusing on logs and traces.
Schema designLearn why users are recommended to create their own schema for logs and traces, along with some best practices for doing so.
Managing dataDeployments of ClickHouse for observability invariably involve large datasets, which need to be managed. ClickHouse offers features to assist with data management.
Integrating OpenTelemetryCollecting and exporting logs and traces using OpenTelemetry with ClickHouse.
Using Visualization ToolsLearn how to use observability visualization tools for ClickHouse, including HyperDX and Grafana.
Demo ApplicationExplore the OpenTelemetry demo application forked to work with ClickHouse for logs and traces.