Introduction

Building an operation in Stage2 involves breaking down a problem into modular components, selecting the right tool for one of these components, and then integrating the tool into the Stage2 ecosystem. This guide will walk you through the process step by step, from problem definition to fully functional operation integration. By the end of this tutorial, you’ll have a clear understanding of how to design, containerize, and integrate an operation into Stage2.

Overview of the Process

Creating an operation involves the following key steps:

1. Breaking Down the Problem
   Understand the larger problem you're solving and break it into smaller, modular tasks. This step helps identify which parts of the workflow can be represented as operations.

2. Choosing a Tool
   Identify the most appropriate tool to handle the specific task. Consider the tool's capabilities, input/output requirements, and compatibility with Stage2's containerization system.

3. Designing the Operation Interface
   Define the parameters and outputs for the operation. These parameters should abstract the tool's complexity and provide a user-friendly interface for configuring the operation.

4. Containerizing the Tool
   Create a containerized version of the tool, using the stage2_interface.py script to bridge the tool's inputs and outputs with Stage2's requirements.

5. Integrating the Operation into Stage2
   Add the containerized tool to Stage2, ensuring it connects properly with workflows, parameters, and the broader Stage2 ecosystem.

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How to Use This Guide

This guide is divided into sub-sections, each focusing on one step of the process. Here’s how you can navigate through the documentation:

• Example Problem Statement: What is the process we are going to try to operationalize.
• Problem Analysis and Modular Design: Learn how to break down a workflow into smaller tasks and identify potential operations.
• Selecting Tools for Operations: Understand how to evaluate and choose tools for your operation.
• Designing an Operation Interface: Explore how to define parameters and outputs for your operation.
• Containerizing with stage2_interface.py: Step-by-step instructions on containerizing a tool and connecting it with Stage2's interface.
• Integrating with Stage2: Complete the process by integrating your containerized operation into the Stage2 platform.
• Too Long Didn't Read: If you are just looking for source files and bullet points.

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By following this guide, you’ll not only learn the technical aspects of operation creation but also gain insights into designing workflows that maximize efficiency and adaptability. Let’s get started by breaking down the problem into modular components.