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With the steady steam of new pipelines we intend to support, there is a need for a standardised way of implementing them. The current way is based on how the first pipelines were implemented. This way results in a lot of work, a lot of code duplication and ever growing complexity.
The pipeline implementation can be divided into:
Ordering & and meta-data persisting
Starting pipelines
Persisting results
Quality control
Delivery to customers