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at_least_one.sql
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at_least_one.sql
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{% test at_least_one(model, column_name, group_by_columns = []) %}
{{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}
{% endtest %}
{% macro default__test_at_least_one(model, column_name, group_by_columns) %}
{% set pruned_cols = [column_name] %}
{% if group_by_columns|length() > 0 %}
{% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}
{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}
{% set pruned_cols = group_by_columns %}
{% if column_name not in pruned_cols %}
{% do pruned_cols.append(column_name) %}
{% endif %}
{% endif %}
{% set select_pruned_cols = pruned_cols|join(' ,') %}
select *
from (
with pruned_rows as (
select
{{ select_pruned_cols }}
from {{ model }}
{% if group_by_columns|length() == 0 %}
where {{ column_name }} is not null
limit 1
{% endif %}
)
select
{# In TSQL, subquery aggregate columns need aliases #}
{# thus: a filler col name, 'filler_column' #}
{{select_gb_cols}}
count({{ column_name }}) as filler_column
from pruned_rows
{{groupby_gb_cols}}
having count({{ column_name }}) = 0
) validation_errors
{% endmacro %}