Standardizing models and pipes for data pipelines
Project description
bollhav
Model definition framework that standardizes code at pipe and model level using the model and pipe abstractions
This library
- is permissive by design
- is designed with ✨developer experience✨ in mind
Concepts
Implementations:
Demo
Examples
A self-contained mock pipeline in examples/ demonstrates the full bollhav pattern — models, pipes, tag matching, and write modes — without any database connections.
cd examples
export TAGS="[all]"
export USE_SCHEMA_SUFFIX=false
export BACKFILL_ENABLED=true
export BACKFILL_SINCE=2024-01-01T00:00:00Z
export BACKFILL_UNTIL=2024-01-11T00:00:00Z
python main.py
See examples/README.md for the full setup and available options
Installation
pip install bollhav
Testing
Tests use pytest. Run the full suite:
pytest tests/
Build + publish example
git tag 1.2.3 && git push --tags
Project details
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