Reputation: 85
I want to get unique customer counts. I have reference of postgresql query. Could you please convert this query into HiveSql
SELECT
COUNT(user_id) Total_profiles,
COUNT(distinct user_id) FITLER (WHERE age BETWEEN 18 AND 12) as age_less_than_20
FROM
customer_profiles
WHERE
profile_date BETWEEN '2020-01-01' AND '2020-12-31'
Upvotes: 0
Views: 36
Reputation: 38290
Use case expressions:
SELECT
COUNT(user_id) Total_profiles,
COUNT(distinct case when age BETWEEN 18 AND 12 then user_id else null end) as age_less_than_20
FROM
customer_profiles
WHERE
profile_date BETWEEN '2020-01-01' AND '2020-12-31'
One more method for counting distinct is size(collect_set()):
SELECT
COUNT(user_id) Total_profiles,
size(collect_set(case when age BETWEEN 18 AND 12 then user_id else null end)) as age_less_than_20
FROM
customer_profiles
WHERE
profile_date BETWEEN '2020-01-01' AND '2020-12-31'
Upvotes: 2