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Adding some logic to handle unpivoting boolean columns
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customer_id,created_at,status,segment,is_updated | ||
123,2017-01-01,active,tier 1,TRUE | ||
234,2017-02-01,active,tier 3,FALSE | ||
567,2017-03-01,churned,tier 2,TRUE |
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customer_id,created_at,prop,val | ||
123,"2017-01-01","segment","tier 1" | ||
123,"2017-01-01","status","active" | ||
123,"2017-01-01","is_updated","true" | ||
234,"2017-02-01","segment","tier 3" | ||
234,"2017-02-01","status","active" | ||
234,"2017-02-01","is_updated","false" | ||
567,"2017-03-01","status","churned" | ||
567,"2017-03-01","is_updated","true" | ||
567,"2017-03-01","segment","tier 2" |
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-- snowflake messes with these tests pretty badly since the | ||
-- output of the macro considers the casing of the source | ||
-- table columns. Using some hacks here to get this to work, | ||
-- but we should consider lowercasing the unpivot macro output | ||
-- at some point in the future for consistency | ||
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{% if target.name == 'snowflake' %} | ||
{% set exclude = ['CUSTOMER_ID', 'CREATED_AT'] %} | ||
{% else %} | ||
{% set exclude = ['customer_id', 'created_at'] %} | ||
{% endif %} | ||
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select | ||
customer_id, | ||
created_at, | ||
case | ||
when '{{ target.name }}' = 'snowflake' then lower(prop) | ||
else prop | ||
end as prop, | ||
val | ||
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from ( | ||
{{ dbt_utils.unpivot( | ||
relation=ref('data_unpivot_bool'), | ||
cast_to=dbt_utils.type_string(), | ||
exclude=exclude, | ||
remove='is_updated', | ||
field_name='prop', | ||
value_name='val' | ||
) }} | ||
) as sbq |
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