Prefect
Definition
Plan and monitor Python workflows.
Prefect is a framework for orchestrating data and workflows, with features for execution, states, scheduling, and error handling.
Simply explained
A workflow scheduler starts work steps and remembers where something failed.
Why it matters in practice
Recurring data tasks become more transparent and easier to repeat.
Example from business
A hypothetical retailer loads data daily, checks it, and creates a report.
Limits and pitfalls
- Repetitions can produce duplicate effects; tasks must be designed accordingly.
Origin & history
Prefect originated as a tool for orchestrating Python workflows.
Use in mid-sized companies
- Build a recurring data pipeline with logged states and clear error paths.
Frequently asked questions
Does it replace professional data validation?
No, validation rules must be part of the workflow.
Sources
Editorially reviewed on: