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Create a Date Dimension in Databricks SQL with the SEQUENCE Function! 📆
Building a Date Dimension is a cornerstone of any data warehouse, but it can often feel like a tedious task. Luckily, Databricks SQL makes it easier than ever with the SEQUENCE function! 🚀
The SEQUENCE function allows you to generate a series of values directly in SQL, making it perfect for creating a Date Dimension without relying on external scripts or complex code.
Here’s How You Can Do It in Databricks SQL:
Imagine you want a Date Dimension for the year 2024. With SEQUENCE, you can generate all the dates in just a few lines:
SELECT EXPLODE(SEQUENCE(DATE('2024-01-01'), DATE('2024-12-31'), INTERVAL 1 DAY)) AS calendar_date
What’s Happening Here?
- SEQUENCE: This function creates an array of dates, starting from
2024-01-01
and ending on2024-12-31
, with a daily interval (INTERVAL 1 DAY
). - EXPLODE: Converts the array into individual rows, giving you a clean, tabular list of dates.
Now you’ve got a foundation for your Date Dimension! From here, you can enhance it by adding columns for:
- Day of the week
- Fiscal periods