Thanos is a highly scalable, reliable, and efficient open-source monitoring system that extends Prometheus. It is designed to provide long-term storage, global querying, and high availability. Thanos achieves this by aggregating data from multiple Prometheus instances and storing it in object storage, making it possible to query data across different clusters and time ranges.
When using Thanos, you might encounter the error message: store: no storeAPIs matched for this query
. This symptom indicates that the Thanos Querier is unable to find any StoreAPIs that match the query's specified time range or labels. As a result, the query cannot be executed, and no data is returned.
The error occurs when the Thanos Querier, which is responsible for executing queries across multiple data sources, cannot locate any StoreAPI endpoints that satisfy the query's requirements. This can happen if the StoreAPIs are not correctly registered with the Querier or if there is a mismatch in the time range or labels specified in the query.
To resolve this issue, follow these steps:
/stores
endpoint to verify that all expected StoreAPIs are registered. You can access this endpoint by navigating to http://<querier-address>:<querier-port>/stores./label
endpoint to list available labels.For more information on configuring and troubleshooting Thanos, refer to the official Thanos Documentation. You can also explore the Thanos GitHub Repository for community support and updates.
By ensuring that your StoreAPIs are correctly configured and registered, and by verifying the time range and labels in your queries, you can resolve the store: no storeAPIs matched for this query
error. This will enable the Thanos Querier to execute queries successfully and return the desired data.
(Perfect for DevOps & SREs)
(Perfect for DevOps & SREs)