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6 changes: 6 additions & 0 deletions integration_tests/data/sql/data_percentile.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,6 @@
id,val
1,10
2,20
3,30
4,40
5,50
12 changes: 12 additions & 0 deletions integration_tests/models/sql/schema.yml
Original file line number Diff line number Diff line change
Expand Up @@ -269,3 +269,15 @@ models:
- assert_equal:
actual: actual
expected: expected

- name: test_percentile_cont
data_tests:
- assert_equal:
actual: actual
expected: expected

- name: test_percentile_disc
data_tests:
- assert_equal:
actual: actual
expected: expected
17 changes: 17 additions & 0 deletions integration_tests/models/sql/test_percentile_cont.sql
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
with data as (

select * from {{ ref('data_percentile') }}

),

calculated as (

select
{{ dbt_utils.percentile_cont('val', 0.5) }} as actual,
30 as expected

from data

)

select distinct actual, expected from calculated
17 changes: 17 additions & 0 deletions integration_tests/models/sql/test_percentile_disc.sql
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
with data as (

select * from {{ ref('data_percentile') }}

),

calculated as (

select
{{ dbt_utils.percentile_disc('val', 0.5) }} as actual,
30 as expected

from data

)

select distinct actual, expected from calculated
28 changes: 28 additions & 0 deletions macros/sql/percentile.sql
Original file line number Diff line number Diff line change
@@ -0,0 +1,28 @@
{% macro percentile_cont(column, percentile_value) -%}
{{ return(adapter.dispatch('percentile_cont', 'dbt_utils')(column, percentile_value)) }}
{%- endmacro %}

{% macro default__percentile_cont(column, percentile_value) -%}
percentile_cont({{ percentile_value }}) within group (order by {{ column }})
{%- endmacro %}

{% macro bigquery__percentile_cont(column, percentile_value) -%}
percentile_cont({{ column }}, {{ percentile_value }}) over()
{%- endmacro %}


{% macro percentile_disc(column, percentile_value) -%}
{{ return(adapter.dispatch('percentile_disc', 'dbt_utils')(column, percentile_value)) }}
{%- endmacro %}

{% macro default__percentile_disc(column, percentile_value) -%}
percentile_disc({{ percentile_value }}) within group (order by {{ column }})
{%- endmacro %}

{% macro bigquery__percentile_disc(column, percentile_value) -%}
percentile_disc({{ column }}, {{ percentile_value }}) over()
{%- endmacro %}

{% macro redshift__percentile_disc(column, percentile_value) -%}
approximate percentile_disc({{ percentile_value }}) within group (order by {{ column }})
{%- endmacro %}
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