Data Transformation Guidelines

1. A WHERE clause is mandatory to filter table data. This prevents the real-time processing load from growing indefinitely and causing system failures.
2. When performing multi-table joins, place the smaller table on the left side of the join whenever possible.
3. Whenever possible, apply filters and aggregations to each table before joining them. This reduces the pressure on the join state.