⚡️ Speed up method SkyvernBrowserPage.screenshot by 24%
#57
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📄 24% (0.24x) speedup for
SkyvernBrowserPage.screenshotinskyvern/library/skyvern_browser_page.py⏱️ Runtime :
86.0 microseconds→69.3 microseconds(best of5runs)📝 Explanation and details
The optimization adds a fast path for empty kwargs by checking
if not kwargs:before calling the underlying Playwright screenshot method. This avoids the overhead of Python's**kwargsunpacking mechanism when no additional arguments are provided.Key optimization: When
kwargsis empty (which appears to be the common case based on test results), the code now callsself._page.screenshot()directly instead ofself._page.screenshot(**kwargs). This eliminates the dictionary unpacking overhead in CPython's function call mechanism.Why this works: In Python,
**kwargsunpacking involves additional dictionary operations and argument processing overhead, even when the dictionary is empty. The direct call bypasses this entirely, resulting in faster function invocation.Performance impact: The line profiler shows that 210 out of 214 calls (98%) took the fast path with no kwargs, achieving a 24% runtime improvement (from 86.0 to 69.3 microseconds). The per-hit time for the fast path (1238.5ns) is significantly better than the original uniform time (1418.6ns).
Workload suitability: This optimization is particularly effective for:
The throughput remained constant at 1070 operations/second, suggesting the improvement is primarily in individual call latency rather than concurrent processing capacity. This micro-optimization provides consistent performance gains for the most common usage pattern while maintaining full backward compatibility.
✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-SkyvernBrowserPage.screenshot-mi6sdyvsand push.