Making Pipelines Unbreakable: The Power of Idempotency
If your pipeline crashes halfway through, can you just restart it? If not, you have a problem. We explain why Idempotency is the golden rule of Data Engineering.
If your pipeline crashes halfway through, can you just restart it? If not, you have a problem. We explain why Idempotency is the golden rule of Data Engineering.
Data changes. Columns are added, types are modified. If your pipeline can't handle this, it's brittle. Here is how to handle Schema Evolution gracefully.
Software engineers change database schemas; Data engineers cry. Learn how Data Contracts enforce an agreement between producers and consumers.