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using model.columns in dbt
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the view definition | |
```sql | |
-- target_view.sql | |
{%- set frame = 'OVER (PARTITION BY transaction_id ORDER BY id DESC)' -%} | |
SELECT DISTINCT | |
transaction_id | |
{%- for f in model['columns'] -%} | |
{% if f != 'transaction_id' %} | |
, FIRST_VALUE({{ f }}) {{ frame }} AS {{ f }} | |
{%- endif -%} | |
{% endfor %} | |
, ROUND(DATE_DIFF( | |
'day' | |
, FIRST_VALUE(purchase_date) {{ frame }} | |
, FIRST_VALUE(expires_date) {{ frame }} | |
) / 30.4) AS purchase_duration_months | |
FROM {{ ref('src_purchases_table') }} | |
WHERE deleted_at IS NOT NULL | |
``` | |
the model definition in the schema.yml file | |
```yaml | |
# schema.yml | |
models: | |
- name: target_view | |
columns: | |
- name: column1 | |
- name: transaction_id | |
- name: id | |
- name: user_id | |
- name: purchase_date | |
- name: expires_date | |
``` | |
the compiled output | |
```sql | |
-- target/compiled/project/target_view.sql | |
SELECT DISTINCT | |
transaction_id | |
, FIRST_VALUE(column1) OVER (PARTITION BY transaction_id ORDER BY id DESC) column1 | |
, FIRST_VALUE(id) OVER (PARTITION BY transaction_id ORDER BY id DESC) id | |
, FIRST_VALUE(user_id) OVER (PARTITION BY transaction_id ORDER BY id DESC) user_id | |
, ROUND(DATE_DIFF( | |
'day' | |
, FIRST_VALUE(purchase_date) OVER (PARTITION BY transaction_id ORDER BY id DESC) | |
, FIRST_VALUE(expires_date) OVER (PARTITION BY transaction_id ORDER BY id DESC) | |
) / 30.4) AS purchase_duration_months | |
FROM source.src_purchases_table | |
``` |
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