Thanos is an open-source project that provides highly available Prometheus setup with long-term storage capabilities. It is designed to scale out Prometheus by aggregating data across multiple Prometheus servers and providing a global query view. Thanos is widely used in cloud-native environments to ensure that metrics are stored reliably and can be queried efficiently.
One of the common issues encountered while using Thanos is the error message: compaction: failed to compact block
. This indicates that Thanos was unable to compact a block, which is a critical process for optimizing storage and improving query performance.
When this issue occurs, you may notice increased storage usage, slower query performance, or even failed queries. The error message is typically logged in the Thanos component responsible for compaction, such as the Thanos Compactor.
The compaction process in Thanos involves merging multiple smaller blocks into larger ones to optimize storage and improve query efficiency. A failure in this process can be attributed to several factors, with corrupted block files being a common root cause. Corruption can occur due to disk failures, improper shutdowns, or network issues during block transfers.
Block corruption can lead to incomplete or unreadable data, which prevents Thanos from successfully compacting the blocks. This can disrupt the overall performance and reliability of your monitoring setup.
To address the compaction failure, follow these steps:
First, check the integrity of the block files. You can use the thanos tools bucket verify
command to identify any corrupted blocks. For more information on using this command, refer to the Thanos Tools Documentation.
thanos tools bucket verify --objstore.config-file=
If corrupted blocks are found, restore them from a backup. Ensure that your backup is up-to-date and covers the affected time range. If you do not have a backup, consider setting up a regular backup process to prevent data loss in the future.
After restoring the blocks, re-run the compaction process. You can trigger this manually by restarting the Thanos Compactor component. Monitor the logs to ensure that the compaction completes successfully.
To minimize the risk of compaction failures in the future, consider implementing the following best practices:
For further reading on Thanos and its components, visit the official Thanos website.
(Perfect for DevOps & SREs)
(Perfect for DevOps & SREs)