Linedata Regression Detection Tool

This Visual Studio Code extension provides file co-change prediction for large software projects using pretrained AI models.

Features

• Get File Co-Change Recommendations:
  • Open any file in your workspace.
  • Open the Command Palette (Ctrl+Shift+P).
  • Run Linedata Regression Detection Tool: Test Prediction.
  • Select a model (GNN, Word2Vec, Combined) to get a list of files likely to change together with the current file.

Requirements

• Requires an active backend API server (default endpoints are for Linedata production).
• Requires internet access to reach the API server.
• Installs the axios dependency automatically via npm install.

Extension Settings

This extension contributes the following setting:

• linedata-regression-detection-tool.apiEndpoint: API endpoint for the backend server (not used in minimal version, but available for future use).

Known Issues

• Only the prediction command is available in this version.
• No RAG or code chunk explanation features are included.
• The extension must be run in the Extension Development Host for testing.

Release Notes

0.0.1

• Initial minimal release: file co-change prediction using pretrained models.

Developed by Linedata Technologies.