odap 0.4.3

ODAP framework

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 orchestration
• segment_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__.py files
• keep the src directory in root
• project config is raw YAML
• use type hinting as much as possible