muppy

Muppy demonstrates a Python implementation of the map/reduce pattern using the concurrent.futures library.

Prerequisites

• install recommend extension from ./vscode/extensions.json
• install pipenv and run command:

pipenv install

• start debugging

Problem

Optimize task execution for maximum CPU utilization. Here's how:

Glossary:

• micro-task: basic calculation unit producing a computed result.
• task: contains one or more micro-tasks, each task has its own processing method for micro-task results.

Solution:

Implement the map/reduce pattern.

• Fetch all micro-tasks and execute them using concurrent.futures.
• Ensure each micro-task returns both the calculation result and its corresponding task ID.
• Upon completion of micro-tasks, construct the final reduced result based on task IDs.