EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Aug 31·5 min read
Introducing wrapture - Graham Dumpleton
TL;DR
wrapture is a new tool that enhances Python testing by allowing real code execution while monitoring calls, addressing limitations of unittest.mock. It combines testing and tracing to ensure accurate call verification without disrupting the program.
✦ Why It Matters
Start using wrapture today to improve the accuracy of your Python tests and tracing.
Key Takeaways
- Utilize wrapture for accurate call tracking in tests.
- Leverage real code execution to validate error handling.
- Implement ad-hoc tracing without code modifications.
- Explore pre-built instrumentation for common packages.
How It Works
wrapture operates by creating bindings that wrap around existing methods, allowing the real code to execute while capturing call details. This enables developers to track method calls, their arguments, and return values in a structured manner, facilitating both testing and tracing.