In this article, we will demonstrate how to import tables from a CSV file, convert timestamps through transformations, and migrate the cleaned data into the destination database using Bold Data Hub. Follow the step-by-step process below.
Sample Data Source:
Learn about Pipeline Creation
Learn more about transformation here
Raw timestamps are often stored in UNIX or numeric formats, making them difficult to interpret. Converting them into readable formats and adjusting them to the correct time zone improves data clarity and usability.
We use TO_TIMESTAMP
to convert raw numeric timestamps into a readable datetime format and apply a time zone conversion to Asia/Kolkata.
SELECT
Ticket_ID,
TO_TIMESTAMP(CAST(Ticket_Allocation_Timestamp AS BIGINT))
AT TIME ZONE 'Asia/Kolkata' AS Ticket_Allocation_DateTime_Asia
FROM {pipeline_name}.sample_csc_data;