Thanos is an open-source project that provides highly available Prometheus setup with long term storage capabilities. It is designed to aggregate data from multiple Prometheus instances and store it in a scalable and durable manner. Thanos enables global querying across all Prometheus instances, allowing for a unified view of metrics across different clusters.
One common issue encountered when using Thanos is the error message: compaction: failed to upload block
. This error typically occurs during the compaction process, where Thanos attempts to upload a compacted block to the object storage but fails. This can disrupt the normal operation of Thanos and prevent data from being stored correctly.
The primary cause of this error is usually network-related issues that prevent Thanos from successfully uploading the block to the object storage. It can also be due to incorrect access permissions or misconfigured storage settings.
When this error occurs, it can lead to incomplete data storage, which affects the reliability of historical data queries. It is crucial to address this issue promptly to ensure data integrity and availability.
Ensure that the Thanos component responsible for uploading blocks has stable network connectivity to the object storage. You can test connectivity using tools like ping
or curl
to check if the storage endpoint is reachable.
ping your-object-storage-endpoint.com
Verify that the credentials used by Thanos have the necessary permissions to upload data to the object storage. This may involve checking IAM roles or access keys depending on your storage provider.
Ensure that the storage configuration in Thanos is correctly set up. This includes verifying the bucket name, endpoint URL, and any other relevant settings in the Thanos configuration file.
thanos compact --objstore.config-file=/path/to/config.yaml
If the issue persists, consult the Thanos Compactor Documentation for more detailed troubleshooting steps. Additionally, consider reaching out to the Thanos community on GitHub for support and guidance.
By following these steps, you should be able to resolve the compaction: failed to upload block
error in Thanos. Maintaining proper network connectivity and ensuring correct configuration and permissions are key to preventing this issue from recurring.
(Perfect for DevOps & SREs)
(Perfect for DevOps & SREs)