aggregate_type - Measures

Don’t see an aggregate you want? Use SQL to define the aggregate instead, for example: sql: MEDIAN(${orders.price})

Syntax

<measure_name>:
  sql: ${<view_name>.<field_name>}
  aggregate_type: <aggregation_method>

object[]

The name of the measure.

Hide measure_name properties

string

The SQL used to create the measure. Specify fields as view_name.field_name.

string

The aggregation method to apply to the measure. Must be one of:

Aggregate type	Description
`sum`	Sum of values
`count`	Count of rows
`count_distinct`	Count of distinct values
`average`	Average of values
`min`	Minimum value
`max`	Maximum value
`median`	Median value
`list`	Concatenated list of values
`percentile`	Percentile calculation. Requires an additional `percentile` parameter on the measure. Refer to the Examples section for an example.
`sum_distinct_on`	Sum with deduplication on a custom key. Requires `custom_primary_key_sql`.
`average_distinct_on`	Average with deduplication on a custom key
`median_distinct_on`	Median with deduplication on a custom key
`percentile_distinct_on`	Percentile with deduplication on a custom key

Sum aggregation

total_revenue:
  sql: ${orders.sales_price}
  aggregate_type: sum

Measure with division

revenue_per_order:
  sql: ${orders.total_revenue} / ${orders.count}

Percentile aggregation

perc_75_age:
  sql: ${users.age}
  aggregate_type: percentile
  percentile: 75

Sum distinct on

sum_distinct_example:
  sql: price
  aggregate_type: sum_distinct_on
  custom_primary_key_sql: ${id}

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