Section 4 · Query with data sources

Query cloud data in place with Grafana data sources, without extra ingestion or storage.

Estimated time: 1 min

Data source architecture

Data source architecture: Grafana queries cloud provider APIs in real-time

Important: This section covers Grafana data source plugins, which are a core Grafana capability available in all Grafana editions (OSS, Enterprise, and Cloud). Data sources are not part of the Cloud Provider Observability product. They’re included in this journey because they offer an alternative path to cloud visibility that may suit certain use cases.

How it works

StepDescription
1Configure cloud provider credentials in Grafana.
2Data stays in CloudWatch / Azure Monitor / Cloud Monitoring.
3Grafana queries cloud API in real-time.
4No data duplication or additional storage.

When to choose this approach

Choose a data source when…Choose Cloud Provider Observability when…
You want to avoid extra ingestion and storage costYou want prebuilt dashboards and alerts
The data you need is within your cloud’s retention windowYou need to retain data longer than your cloud keeps it
You’re comfortable using each cloud’s own query languageYou want one query language across clouds (PromQL/LogQL)
You want to keep setup simpleYou want to avoid per-query API cost and rate limits