Simple Calculate messages and summarize the calculated results.

• Summarize calculated results per min/hour/day
• Summarize calculated results per second (average every min/hour/day)
• Use finalizer of summarized results (e.g. average)

if fluentd set like that:

<match payment.shop>
  type datacalculator
  tag result.shop
  count_interval 5s
  aggregate all
  formulas sum = amount * price, cnt = 1, total = amount
  finalizer ave = cnt > 0 ? 1.00 * sum / cnt : 0
</match>

recieves bellow messages in a minute:

{"area_id": 1, "mission_id":1, "amount": 3, "price": 100}
{"area_id": 2, "mission_id":2, "amount": 2, "price": 200}
{"area_id": 3, "mission_id":1, "amount": 3, "price": 100}
{"area_id": 4, "mission_id":1, "amount": 4, "price": 300}
{"area_id": 5, "mission_id":2, "amount": 5, "price": 200}
{"area_id": 1, "mission_id":1, "amount": 1, "price": 400}
{"area_id": 4, "mission_id":1, "amount": 2, "price": 200}
{"area_id": 3, "mission_id":2, "amount": 1, "price": 300}

then output below:

2014-02-26 13:52:28 +0900 result.shop: {"sum":4300.0,"cnt":8,"total":21.0,"ave":537.5}

<match accesslog.**>
  type datacalculate
  unit minute
  aggregate all
  fomulas sum = amount * price, amounts = amount
</match>

If you use finalizer, like this

<match accesslog.**>
  type datacalculate
  unit minute
  aggregate all
  fomulas sum = amount * price, amounts = amount
  finalizer average = amounts > 0 ? 1.0 * sum / amounts : 0
</match>

Finalizer uses the summarized output, so argv in finalizer must exist in left-hand side in fomulas.

• count_interval: aggregate time interval e.g. 5s, 15m, 3h
• aggregate: if set all then all matched tags are aggregated. if set tag then each tags are aggregated separately (default tag).
• input_tag_remove_prefix: option available if you want to remove tag prefix from output field names. This option available when aggregate is set tag.
• retain_key_combinations: option available if you want to retain key combination created in previous to next interval (default true).
• formulas: define value and function comma separated. values are set in messages.
• finalizer: functions defined are executed aggregated phase. value are set in messages.

• multiple finalizer

Copyright:: Copyright (c) 2012- Muddy Dixon License:: Apache License, Version 2.0