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Summary of ChangesHello @puja-trivedi, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request enhances the application's observability by integrating processing time measurements into key functions. Specifically, it introduces logging for the duration of the Highlights
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Code Review
This pull request adds processing time measurements to the align_structured_information and judge_alignment methods. The implementation is straightforward. My main feedback is to use time.perf_counter() instead of time.time() for more accurate and reliable timing, as detailed in the comments. Using time.time() can lead to incorrect measurements if the system clock is adjusted. Additionally, to improve maintainability and reduce code duplication in the future, you could consider encapsulating the timing logic in a reusable context manager.
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| logger.info("Starting alignment process") | ||
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| start_time_align = time.time() |
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For measuring performance and duration of code execution, it's better to use time.perf_counter() instead of time.time(). time.time() is based on the system's wall-clock time, which can be adjusted (e.g., by NTP), potentially leading to inaccurate or even negative time differences. time.perf_counter() provides a high-resolution monotonic clock that is unaffected by system time changes, making it ideal for timing operations.
| start_time_align = time.time() | |
| start_time_align = time.perf_counter() |
| # Update shared state with the correct structure | ||
| self._update_shared_state("aligned_terms", wrapped_result) | ||
| logger.info(f"Alignment complete with aligned data") | ||
| end_time_align = time.time() |
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As mentioned in a previous comment, time.perf_counter() should be used here for consistency and to ensure accurate duration measurement.
| end_time_align = time.time() | |
| end_time_align = time.perf_counter() |
| return None | ||
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| logger.info("Starting judgment of aligned information") | ||
| start_time_judge = time.time() |
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For consistency and to ensure accurate duration measurement, please use time.perf_counter() here as well. time.time() can be unreliable for measuring durations due to system clock adjustments.
| start_time_judge = time.time() | |
| start_time_judge = time.perf_counter() |
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| self._update_shared_state("judged_terms", wrapped_result) | ||
| logger.info(f"Judgment complete with judged data") | ||
| end_time_judge = time.time() |
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As with the start time, please use time.perf_counter() to ensure the duration calculation is accurate and monotonic.
| end_time_judge = time.time() | |
| end_time_judge = time.perf_counter() |
puja-trivedi
changed the base branch from
main
to
dependency_resolution_error
puja-trivedi
changed the base branch from
dependency_resolution_error
to
main
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