python-api-examples

Python API examples

This folder contains examples and tutorials using the Python API.

If you're looking for a complete project layout using the Python API, see the python-api/ directory.

Guides

Guides explain Ploomber's concepts.

Essential

• Core concepts
• Managing pipeline configuration with Environment
• Task's parameters resolution
• Managing scripts (SQL, Python)

Intermediate

• [Work in progress] Pipeline and task hooks

Advanced

• Debugging pipelines
• Understanding the Environment life cycle
• Advanced pipeline coniguration

Examples

Short examples that show Ploomber's features.

• Basic pipeline
• Adding tasks dynamically
• Parametrized and re-usable SQL scripts
• Parametrizing tasks
• Task grids
• Storing predictions in a database table
• Data quality testing
• Environments with the @with_env decorator
• Factories: functions that return pipelines