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Aggregation operators help aggregate log messages into groups. These groups can be user-defined or by default, they’re grouped over time. At a high level, FuseQL supports the following aggregation groups:

  • count all log lines

  • count_unique of labels or string-valued facets or fingerprints

  • statistical operations (min, max, avg, sum, stddev, stdvar and percentiles) on numeric or duration facet values

  • misc aggregation operations (first and last).

Facet values have duration datatype if they follow go duration format. While applying any aggregation operators on these values, they are normalized to nanosecond float value.

All aggregations are performed after applying filters, if any, in the log search bar, and in a time range selected by the user in the time picker.

count

Counts the total number of log lines.

image-20241108-000457.png

count_unique

Counts only unique or distinct occurrences of the field. This operator can be applied on fingerprints, labels or string valued facets (facet value can be of string/UUID/IP address datatype).

image-20241108-000621.png

avg

Computes the average value of numeric or duration valued facets within a group.

image-20241108-000713.png

sum

Computes the sum of numeric or duration valued facets within a group.

image-20241108-000750.png

min

Computes the min value of numeric or duration valued facets within a group.

image-20241108-000834.png

max

Computes the max value of numeric or duration valued facets within a group.

image-20241108-000913.png

first

Computes the first value of numeric or duration valued facets within a group.

image-20241108-000950.png

last

Computes the last value of numeric or duration valued facets within a group.

image-20241108-001028.png

percentiles

Computes the percentiles (p50, p75, p90, p95 and p99) of numeric or duration valued facets within a group

image-20241108-001116.png

stddev

Computes the standard deviation of numeric or duration valued facets within a group.

image-20241108-001150.png

stdvar

Computes the standard variance of numeric or duration valued facets within a group.

image-20241108-001226.png

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