build-solver-services

What problem does it solve?

This Skill provides a comprehensive guide to building batch optimization services that combine data preparation with AWS Glue and advanced mathematical solving with Google OR-Tools.

Core Features & Use Cases

• Architecture Implementation: Guides on designing the three-layer pattern for scalable and maintainable solver services.
• Solver Module Development: Instructions for creating a pure Python module using OR-Tools for assignment problems.
• Workflow Automation: Steps for connecting Spark data pipelines to optimization modules and deploying infrastructure with CDK.
• Use Case: Automate scheduling and capacity assignment tasks such as workforce planning and resource allocation in enterprise environments.

Quick Start

Follow this guide to set up the data pipeline, develop the solver module, and deploy the infrastructure step-by-step to create a robust optimization service.