ODAP framework
Project description
ODAP Use Case Builder Framework
Overview
ODAP is a lightweight framework for creating use cases, writing features and exporting segments to various destinations (e.g. Facebook, Salesforce, etc.)
Both SQL and Pyspark syntax is supported.
It's build on top of the Databricks platform.
You can try the framework right now by cloning demo project to your Databricks Workspace.
Documentation
For documentation see ODAP Documentation.
Development
There are two main components (sub-packages)
feature_factory- responsible for features development and orchestrationsegment_factory- responsible for segments creation and exports
DBR & Python
DBR 10.4+ with python 3.8+ are supported
Dependency management
Use poetry as main dependency management tool
Linting & Formatting
- pylint
- pyre-check
- black
Code style
- functions-only python (no dependency injection)
- try to avoid classes as much as possible
- data classes are OK
- no
__init__.pyfiles - keep the
srcdirectory in root - project config is raw YAML
- use type hinting as much as possible
Release history Release notifications | RSS feed
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