⚡️ Speed up method OnCallPagingApi.resolve_on_call_page by 5%#12
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⚡️ Speed up method OnCallPagingApi.resolve_on_call_page by 5%#12codeflash-ai[bot] wants to merge 1 commit intomasterfrom
OnCallPagingApi.resolve_on_call_page by 5%#12codeflash-ai[bot] wants to merge 1 commit intomasterfrom
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The optimized code achieves a **5% speedup** through two key micro-optimizations that reduce function call overhead:
**Key Optimizations:**
1. **Direct parameter passing in `resolve_on_call_page`:** Eliminated the intermediate dictionary creation (`kwargs: Dict[str, Any] = {}` and `kwargs["page_id"] = page_id`) and passed the parameter directly as `page_id=page_id`. This removes two variable assignments and dictionary operations.
2. **Import reorganization:** Separated the `ApiClient` import from the `Endpoint` import to potentially reduce import resolution overhead, though this has minimal impact.
**Why This Works:**
- The line profiler shows that 95.4% of the original function's time was spent in `call_with_http_info`, but the remaining 4.6% was overhead from dictionary operations
- By eliminating the `kwargs` dictionary creation and assignment, we remove Python's dictionary allocation and key assignment operations
- Direct parameter passing is more efficient than `**kwargs` unpacking, especially for single parameters
**Test Case Performance:**
The optimizations show consistent improvements across different scenarios:
- **Best performance gains** (8-14% faster) occur with error cases and invalid inputs, where the reduced overhead is more noticeable relative to the shorter execution path
- **Bulk operations** see 7-8% improvements, demonstrating the optimization scales well with repeated calls
- **Valid UUID operations** see 5-10% improvements, matching the overall 5% speedup
This optimization is particularly effective for high-frequency API calls where every microsecond of overhead reduction compounds significantly.
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📄 5% (0.05x) speedup for
OnCallPagingApi.resolve_on_call_pageinsrc/datadog_api_client/v2/api/on_call_paging_api.py⏱️ Runtime :
3.72 milliseconds→3.53 milliseconds(best of66runs)📝 Explanation and details
The optimized code achieves a 5% speedup through two key micro-optimizations that reduce function call overhead:
Key Optimizations:
Direct parameter passing in
resolve_on_call_page: Eliminated the intermediate dictionary creation (kwargs: Dict[str, Any] = {}andkwargs["page_id"] = page_id) and passed the parameter directly aspage_id=page_id. This removes two variable assignments and dictionary operations.Import reorganization: Separated the
ApiClientimport from theEndpointimport to potentially reduce import resolution overhead, though this has minimal impact.Why This Works:
call_with_http_info, but the remaining 4.6% was overhead from dictionary operationskwargsdictionary creation and assignment, we remove Python's dictionary allocation and key assignment operations**kwargsunpacking, especially for single parametersTest Case Performance:
The optimizations show consistent improvements across different scenarios:
This optimization is particularly effective for high-frequency API calls where every microsecond of overhead reduction compounds significantly.
✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-OnCallPagingApi.resolve_on_call_page-mgc5uwhhand push.