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idelta -- Rate +Source: + +- **rate()**: + - Use [first and last data points in the group, divide by query interval](https://github.com/prometheus/prometheus/blob/8849b7dcadc2960c70467734efce35d737be25f5/promql/functions.go#L71). + - Best used for **slow moving counters and alerting rules**. + +![](./imgs/rate.png) ``` -(Vcurr - Vprev)/(Tcurr - Tprev) -Increase/(Tcurr - Tprev) +(Vlast - Vfirst)/(Tlast - Tfirst) ``` -- Irate +- **irate()**: + - Use [last 2 data points in the range, divide by scrape interval](https://github.com/prometheus/prometheus/blob/8849b7dcadc2960c70467734efce35d737be25f5/promql/functions.go#L272). + - Give better representation of instant rate. + - Used for graphing **volatile, fast-moving counters**. + +![](./imgs/irate.png) ``` -(Vcurr-1 - Vcurr-2)/(Tcurr-1 - Tcurr-2) -Idelta / (Tcurr-1 - Tcurr-2) +(Vlast - Vlast-1)/(Tlast - Tlast-1) ``` -- Increase +- For instance, if you have a _scrape interval = 15s_, a data point is pulled every 15 seconds. You're querying with a _1m_ interval (the '[1m]' suffix on your query), you will have 4 data points per interval. The `rate()` function would average using the **first and last** data points, averaged over the query interval (**1m**); whereas the `irate()` function would average using the `last two` data points, averaged over the scrape interval (**15s**). +- Notes: + - Make sure there's at least 4 data points given a time range. + - When combining rate with an aggregation operator, always take `rate()` first so `rate()` function can detect counter resets: + + ```promql + sum without(code_handler) (rate(http_requests_total[5m])) + ``` + +- Increase. ``` (Vcurr - Vprev)

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