Starting with Windmill can be exciting, especially when setting up your first file structure for tech and AI tasks. Proper organization helps streamline your workflow and makes collaboration easier. In this guide, we'll walk through the essential steps to create an effective file setup for your Windmill projects.

Understanding Windmill's Directory Structure

Before diving into setup, it's important to understand the typical directory structure used in Windmill projects. This structure helps keep your files organized and accessible for development and testing.

Main Folders

  • src: Contains source code, scripts, and main application files.
  • tests: Stores test scripts and test data.
  • configs: Configuration files for different environments.
  • data: Sample datasets or input files for AI tasks.
  • docs: Documentation related to the project.

Setting Up Your File Structure

Creating a clear and consistent folder structure from the start saves time and reduces confusion as your project grows. Here's a step-by-step guide to setting up your initial directories.

Step 1: Create the Main Directory

Choose a descriptive name for your project folder, such as windmill-ai-project. Inside this folder, create the primary subfolders listed above.

Step 2: Add Source Files

Within the src directory, organize your code by components or modules. For example:

  • main.py: Entry point for your Python scripts.
  • utils.py: Utility functions.
  • models: Folder for machine learning models.

Step 3: Prepare Testing and Data Files

In the tests folder, add test scripts and sample inputs. For example:

  • test_main.py: Tests for your main scripts.
  • sample_input.json: Example data for testing.

Best Practices for File Organization

Maintaining a consistent naming convention and clear folder hierarchy is key. Here are some tips:

  • Use lowercase letters and hyphens for folder names.
  • Keep scripts modular and organized by functionality.
  • Document your directory structure in a README file.

Conclusion

Setting up a well-structured file system for Windmill projects is a foundational step toward efficient development and AI experimentation. Start with a clear plan, organize your files logically, and adapt the structure as your project evolves. Happy coding!