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nathanielc avatar nathanielc commented on July 23, 2024

Some high level differences between Kapacitor and using CQs in InfluxDB:

  • Kapacitor can do more than just store data back into InfluxDB, so if you ever plan to trigger an event etc off the aggregations I would start with Kapacitor.
  • Kapacitor provides more flexible scheduling. ie. cron schedules versus just fixed periods.
  • Kapacitor provides isolation. Using Kapacitor you can keep the heavy workload of computing aggregations off the InfluxDB database. Depending on scale this could be very important.
  • Kapacitor is another failure point. If you are only planning on running a few aggregations then running another process to do so may be overkill.

Those are some high level differences. If you plan to rely heavily on aggregations then I would recommend Kapacitor, because it will be a more robust solution. That said, Kapacitor is a new product and if reliability is a hard requirement stick with CQs for now until Kapacitor has a few more releases under its belt.

from kapacitor.

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