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Understanding Prometheus Matchers with Real Examples

  • Prometheus stores data in time series with metric names and labels like handler, method, code, etc.
  • Matchers are used to filter data in Prometheus, common matchers include Equality Matcher (=), Negative Equality Matcher (!=), Regular Expression Matcher (=~), and Negative Regex Matcher (!~).
  • Equality Matcher (=) checks if a label is exactly equal to a value, Negative Equality Matcher (!=) selects all time series except those where the label equals the value.
  • Regular Expression Matcher (=~) allows regex pattern matching, and Negative Regex Matcher (!~) excludes label values that match the regex.

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