Reputation: 75
How do I derive the first day of the last quarter pertaining to any given date in Spark-SQL query using the SQL API ? Few required samples are as below:
input_date | start_date
------------------------
2020-01-21 | 2019-10-01
2020-02-06 | 2019-10-01
2020-04-15 | 2020-01-01
2020-07-10 | 2020-04-01
2020-10-20 | 2020-07-01
2021-02-04 | 2020-10-01
The Quarters generally are:
1 | Jan - Mar
2 | Apr - Jun
3 | Jul - Sep
4 | Oct - Dec
Note:I am using Spark SQL v2.4.
Any help is appreciated. Thanks.
Upvotes: 0
Views: 2337
Reputation: 13581
Use the date_trunc with the negation of 3 months.
df.withColumn("start_date", to_date(date_trunc("quarter", expr("input_date - interval 3 months"))))
.show()
+----------+----------+
|input_date|start_date|
+----------+----------+
|2020-01-21|2019-10-01|
|2020-02-06|2019-10-01|
|2020-04-15|2020-01-01|
|2020-07-10|2020-04-01|
|2020-10-20|2020-07-01|
|2021-02-04|2020-10-01|
+----------+----------+
Upvotes: 2
Reputation: 6856
Personally I would create a table with the dates in from now for the next twenty years using excel or something and just reference that table.
Upvotes: 0