ODAP is a very lightweight feature engineering, segments creation and exporting framework for Databricks

<aside> 📁 Link to framework repository ‣ Link to framework DEMO repository https://github.com/DataSentics/odap/tree/main/odap_framework_demo

</aside>

FAQ

FAQ

Motivation

Migrations

Setup

Demo project

Create a new project

Running in production

Functionality

Feature factory overview

Segments factory overview

Developing features

Get started with SQL

Get started with PySpark

Feature metadata

Dry run

Soda data quality testing

Configuring calculation

Reading features

Time windowed features

Target based calculation

Deleting features

Best practices for writing features

Migrating from FS bundle

Feature table strategy

Unit testing features

Creating segments

Get started with SQL

Get started with PySpark

Segments examples

Scheduling exports (TBD)

Debugging exports

Exporting segments

Configuring exports

Creating a custom exporter

p360-export