Detect batch

[raymondwjang]

🔍 Type of Change

🧪 Improvement: Enhancements or optimizations to existing code

📝 Description

General improvements in detect step. We only add components when we're certain it's an accurate estimator. We grab multiple patches in a single cycle and merge them together if they overlap / trace-correlated. These are then merged with the existing components with the same conditions.

when merged with existing components, the replacer gets a new ID and the existing component is deleted. this is done through attr of xarray.

🧪 Testing

• Ran unit tests
• Ran integration tests
• Performed manual testing
• Updated existing tests

🛠️ Dependencies

✅ Checklist

• My code follows the project's style guidelines
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

---

📚 Documentation preview 📚: https://cala--128.org.readthedocs.build/en/128/