⚡️ Speed up function _install_httplib by 10%#52
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codeflash-ai[bot] wants to merge 1 commit intomasterfrom
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⚡️ Speed up function _install_httplib by 10%#52codeflash-ai[bot] wants to merge 1 commit intomasterfrom
_install_httplib by 10%#52codeflash-ai[bot] wants to merge 1 commit intomasterfrom
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The optimized code achieves a 10% speedup through several key micro-optimizations that reduce overhead during HTTP request instrumentation:
**Key Optimizations:**
1. **Reduced string operations**: Replaced complex string concatenation with efficient f-strings and eliminated redundant ternary expressions. Instead of `"%s://%s%s%s" % (...)`, the code uses `f"{scheme}://{host}{url}"` or conditional port inclusion.
2. **Minimized attribute lookups**: Cached `self.putheader` as a local variable `putheader` within the trace propagation loop, reducing repeated attribute access overhead during header injection.
3. **Streamlined URL construction logic**: Restructured the URL building to avoid unnecessary string operations when port equals default_port, using cleaner conditional logic.
4. **Reduced variable reassignments**: Eliminated intermediate variable assignments like `parsed_url = None` followed by reassignment, directly using the result from `parse_url()`.
5. **Import reorganization**: Moved `sentry_sdk` import after stdlib imports, following Python import conventions which can provide minor performance benefits.
**Performance Impact:**
The optimizations are particularly effective for scenarios involving:
- **Frequent HTTP requests** (test shows 14-16% gains in large-scale tests)
- **Edge cases with custom ports** (12-17% improvements in port handling tests)
- **Trace propagation scenarios** where header injection occurs frequently
The optimizations maintain identical functionality while reducing CPU cycles spent on string manipulation and attribute access, which are common bottlenecks in HTTP instrumentation code that executes on every outbound request.
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📄 10% (0.10x) speedup for
_install_httplibinsentry_sdk/integrations/stdlib.py⏱️ Runtime :
25.4 microseconds→23.0 microseconds(best of5runs)📝 Explanation and details
The optimized code achieves a 10% speedup through several key micro-optimizations that reduce overhead during HTTP request instrumentation:
Key Optimizations:
Reduced string operations: Replaced complex string concatenation with efficient f-strings and eliminated redundant ternary expressions. Instead of
"%s://%s%s%s" % (...), the code usesf"{scheme}://{host}{url}"or conditional port inclusion.Minimized attribute lookups: Cached
self.putheaderas a local variableputheaderwithin the trace propagation loop, reducing repeated attribute access overhead during header injection.Streamlined URL construction logic: Restructured the URL building to avoid unnecessary string operations when port equals default_port, using cleaner conditional logic.
Reduced variable reassignments: Eliminated intermediate variable assignments like
parsed_url = Nonefollowed by reassignment, directly using the result fromparse_url().Import reorganization: Moved
sentry_sdkimport after stdlib imports, following Python import conventions which can provide minor performance benefits.Performance Impact:
The optimizations are particularly effective for scenarios involving:
The optimizations maintain identical functionality while reducing CPU cycles spent on string manipulation and attribute access, which are common bottlenecks in HTTP instrumentation code that executes on every outbound request.
✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
🔎 Concolic Coverage Tests and Runtime
codeflash_concolic_j2vbhl1v/tmp27mj6azh/test_concolic_coverage.py::test__install_httplibTo edit these changes
git checkout codeflash/optimize-_install_httplib-mg9owispand push.