Column values sort

CHANGELOG.md

@@ -1,4 +1,40 @@
 # dbt-utils v0.7.0 (unreleased)
+
+## :rotating_light: Breaking changes
+
+
+### get_column_values
+The order of (optional) arguments has changed in the `get_column_values` macro:
+Before:
+```jinja
+{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none) -%}
+...
+{% endmacro %}
+```
+
+After:
+```jinja
+{% macro get_column_values(table, column, max_records=none, default=none) -%}
+...
+{% endmacro %}
+```
+If you were relying on the position to match up your optional arguments, this may be a breaking change — in general, we recommend that you explicitly declare any optional arguments (if not all of your arguments!)
+```
+-- before: the `50` will now be passed through as the `order_by` argument
+{% set payment_methods = dbt_utils.get_column_values(
+        ref('stg_payments'),
+        'payment_method',
+        50
+) %}
+
+-- after
+{% set payment_methods = dbt_utils.get_column_values(
+        ref('stg_payments'),
+        'payment_method',
+        max_records=50
+) %}
+```
+
 * Added optional `where` clause in `unique_combination_of_columns` test macro [#295](https://github.com/fishtown-analytics/dbt-utils/pull/295) [findinpath](https://github.com/findinpath)
 
 ## Features
@@ -7,8 +43,8 @@
 * Allow individual columns in star macro to be aliased (code originally in [#230](https://github.com/fishtown-analytics/dbt-utils/pull/230/) from [@elliottohara](https://github.com/elliottohara), merged via [#245])
 * Allow star macro to be case insensitive, and improve docs (code originally in [#281](https://github.com/fishtown-analytics/dbt-utils/pull/230/) via [@mdimercurio](https://github.com/mdimercurio), merged via [#348](https://github.com/fishtown-analytics/dbt-utils/pull/348/))
 * Add new schema test, `not_accepted_values` ([#284](https://github.com/fishtown-analytics/dbt-utils/pull/284) [@JavierMonton](https://github.com/JavierMonton))
-* Add new schema test, `fewer_rows_than` (code originally in [#221](https://github.com/fishtown-analytics/dbt-utils/pull/230/) from [@dmarts](https://github.com/dmarts), merged via [#343])
-
+* Add new schema test, `fewer_rows_than` (code originally in [#221](https://github.com/fishtown-analytics/dbt-utils/pull/230/) from [@dmarts](https://github.com/dmarts), merged via [#343](https://github.com/fishtown-analytics/dbt-utils/pull/343/))
+* Add new argument, `order_by`, to `get_column_values` (code originally in [#289](https://github.com/fishtown-analytics/dbt-utils/pull/289/) from [@clausherther](https://github.com/clausherther), merged via [#349](https://github.com/fishtown-analytics/dbt-utils/pull/349/))
 
 ## Fixes
 * Handle booleans gracefully in the unpivot macro ([#305](https://github.com/fishtown-analytics/dbt-utils/pull/305) [@avishalom](https://github.com/avishalom))

README.md

@@ -569,24 +569,49 @@ group by 1
 ```
 
 #### get_column_values ([source](macros/sql/get_column_values.sql))
-This macro returns the unique values for a column in a given [relation](https://docs.getdbt.com/docs/writing-code-in-dbt/class-reference/#relation).
-It takes an options `default` argument for compiling when the relation does not already exist.
+This macro returns the unique values for a column in a given [relation](https://docs.getdbt.com/docs/writing-code-in-dbt/class-reference/#relation) as an array.
+
+Arguments:
+- `table` (required): a [Relation](https://docs.getdbt.com/reference/dbt-classes#relation) (a `ref` or `source`) that contains the list of columns you wish to select from
+- `column` (required): The name of the column you wish to find the column values of
+- `order_by` (optional, default=`'count(*) desc'`): How the results should be ordered. The default is to order by `count(*) desc`, i.e. decreasing frequency. Setting this as `'my_column'` will sort alphabetically, while `'min(created_at)'` will sort by when thevalue was first observed.
+- `max_records` (optional, default=`none`): The maximum number of column values you want to return
+- `default` (optional, default=`[]`): The results this macro should return if the relation has not yet been created (and therefore has no column values).
 
 Usage:
-```
--- Returns a list of the top 50 states in the `users` table
-{% set states = dbt_utils.get_column_values(table=ref('users'), column='state', max_records=50, default=[]) %}
+```sql
+-- Returns a list of the payment_methods in the stg_payments model_
+{% set payment_methods = dbt_utils.get_column_values(table=ref('stg_payments'), column='payment_method') %}
 
-{% for state in states %}
+{% for payment_method in payment_methods %}
     ...
 {% endfor %}
 
 ...
 ```
 
+```sql
+-- Returns the list sorted alphabetically
+{% set payment_methods = dbt_utils.get_column_values(
+        table=ref('stg_payments'),
+        column='payment_method',
+        order_by='payment_method'
+) %}
+```
 
-#### get_relations_by_pattern ([source](macros/sql/get_relations_by_pattern.sql))
+```sql
+-- Returns the list sorted my most recently observed
+{% set payment_methods = dbt_utils.get_column_values(
+        table=ref('stg_payments'),
+        column='payment_method',
+        order_by='max(created_at) desc',
+        max_records=50,
+        default=['bank_transfer', 'coupon', 'credit_card']
+%}
+...
+```
 
+#### get_relations_by_prefix
 Returns a list of [Relations](https://docs.getdbt.com/docs/writing-code-in-dbt/class-reference/#relation)
 that match a given schema- or table-name pattern.
 

integration_tests/models/sql/test_get_column_values.sql

@@ -1,5 +1,5 @@
 
-{% set columns = dbt_utils.get_column_values(ref('data_get_column_values'), 'field', default = []) %}
+{% set columns = dbt_utils.get_column_values(ref('data_get_column_values'), 'field', default=[], order_by="field") %}
 
 
 {% if target.type == 'snowflake' %}

macros/sql/get_column_values.sql

@@ -1,26 +1,13 @@
-{#
-This macro fetches the unique values for `column` in the table `table`
-
-Arguments:
-    table: A model `ref`, or a schema.table string for the table to query (Required)
-    column: The column to query for unique values
-    max_records: If provided, the maximum number of unique records to return (default: none)
-
-Returns:
-    A list of distinct values for the specified columns
-#}
-
-{% macro get_column_values(table, column, max_records=none, default=none) -%}
-    {{ return(adapter.dispatch('get_column_values', packages = dbt_utils._get_utils_namespaces())(table, column, max_records, default)) }}
+{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none) -%}
+    {{ return(adapter.dispatch('get_column_values', packages = dbt_utils._get_utils_namespaces())(table, column, order_by, max_records, default)) }}
 {% endmacro %}
 
-{% macro default__get_column_values(table, column, max_records=none, default=none) -%}
+{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none) -%}
 
-{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}
+    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}
     {%- if not execute -%}
         {{ return('') }}
     {% endif %}
-{#--  #}
 
     {%- set target_relation = adapter.get_relation(database=table.database,
                                           schema=table.schema,
@@ -40,12 +27,13 @@ Returns:
 
         {%- else -%}
 
+
             select
                 {{ column }} as value
 
             from {{ target_relation }}
             group by 1
-            order by count(*) desc
+            order by {{ order_by }}
 
             {% if max_records is not none %}
             limit {{ max_records }}