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Update get_query_results_as_dict example to demonstrate accessing columnar results as dictionary values #474

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26 changes: 17 additions & 9 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -658,17 +658,25 @@ This macro returns a dictionary from a sql query, so that you don't need to inte

**Usage:**
```
-- Returns a dictionary of the users table where the state is California
{% set california_cities = dbt_utils.get_query_results_as_dict("select * from" ~ ref('cities') ~ "where state = 'CA' and city is not null ") %}
{% set sql_statement %}
select city, state from {{ ref('users) }}
{% endset %}

{%- set places = dbt_utils.get_query_results_as_dict(sql_statement) -%}

select
city,
{% for city in california_cities %}
sum(case when city = {{ city }} then 1 else 0 end) as users_in_{{ city }},
{% endfor %}
count(*) as total
from {{ ref('users') }}

group by 1
{% for city in places['CITY'] | unique -%}
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sum(case when city = '{{ city }}' then 1 else 0 end) as users_in_{{ city | replace(' ', '_') }},
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{% endfor %}

{% for state in places['STATE'] | unique -%}
sum(case when state = '{{ state }}' then 1 else 0 end) as users_in_{{ state }},
{% endfor %}

count(*) as total_total

from {{ ref('users') }}
```

### SQL generators
Expand Down