Fix OptimizationError: 'str' object has no attribute 'kwargs' in BasicOptimizationStrategy #24
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…imizationStrategy - Fixes meta-llama#23
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Files Updated: • CHANGELOG.md: Added entries documenting the fix for the OptimizationError related to the num_threads parameter in BasicOptimizationStrategy. • TECHNICAL_DEBT.md: Documented the need to refactor broad exception handling in BasicOptimizationStrategy.run to improve error diagnosis. Description: Created a CHANGELOG.md to track notable changes, including the resolution of a critical bug in the BasicOptimizationStrategy related to incorrect parameter passing to the dspy.MIPROv2 constructor. Additionally, a TECHNICAL_DEBT.md file was added to highlight the need for improved exception handling practices. Reasoning: The addition of a changelog enhances project transparency and user awareness of changes, while documenting technical debt ensures that future refactoring efforts are prioritized to improve code maintainability. Trade-offs: • Positive: Improved documentation and tracking of changes for better project management. • Minimal: Requires ongoing updates to the changelog and technical debt documentation as the project evolves. Considerations: • The changelog follows the Keep a Changelog format, ensuring consistency and clarity for users. • Technical debt documentation will guide future refactoring efforts to enhance error handling. Future Work: • Regularly update the changelog with future releases and bug fixes. • Address the technical debt related to exception handling in upcoming development cycles.
…Ov2 Bug Fix" This reverts commit 4e94bd6.
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Description
Fixes #23
This PR resolves the critical bug where
BasicOptimizationStrategy.runfails withOptimizationError: 'str' object has no attribute 'kwargs'.Root Cause
The bug was caused by incorrectly passing
num_threadsto thedspy.MIPROv2()constructor, which doesn't accept this parameter. This caused aTypeErrorthat was masked by broad exception handling.Solution
num_threadsfromdspy.MIPROv2()constructornum_threadscorrectly viaeval_kwargstooptimizer.compile()Testing
test_prompt_strategies.py)test_core_integration.py)test_cli_integration.py)Breaking Changes
None - this is a bug fix that enables previously broken functionality.
Files Changed
src/llama_prompt_ops/core/prompt_strategies.py- Core fixtests/unit/test_prompt_strategies.py- New unit teststests/integration/test_core_integration.py- Integration testtests/integration/test_cli_integration.py- CLI test