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Before, we checkpointed after every newly detected fingerprint collision, which is not a problem as long as collisions are rare. However, with a sufficient number of metrics or particular nature of the data set, there might be a lot of collisions, all to be detected upon the first set of scrapes, and then the checkpointing after each detection will take a quite long time (it's O(n²), essentially). Since we are rebuilding the fingerprint mapping during crash recovery, the previous, very conservative approach didn't even buy us anything. We only ever read from the checkpoint file after a clean shutdown, so the only time we need to write the checkpoint file is during a clean shutdown. |
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