The Python and MOJO Scoring Pipelines¶
Driverless AI provides a Python Scoring Pipeline for experiments and interpreted models and a MOJO (Java-based) Scoring Pipeline for experiments.
The Python Scoring Pipeline is implemented as a Python whl file. While this allows for a single process scoring engine, the scoring service is generally implemented as a client/server architecture and supports interfaces for TCP and HTTP.
The MOJO Scoring Pipeline provides a standalone scoring pipeline that converts experiments to MOJOs, which can be scored in real time.
Examples are included with each scoring package.
- Which Pipeline Should I Use?
- Driverless AI Standalone Python Scoring Pipeline
- Driverless AI MLI Standalone Python Scoring Package
- Driverless AI MOJO Scoring Pipeline