⚡️ Speed up method AgentlessScanningApi.delete_azure_scan_options by 44%#1
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The optimization eliminates unnecessary dictionary creation and unpacking in the `delete_azure_scan_options` method.
**Key Change**: The original code creates an empty dictionary (`kwargs: Dict[str, Any] = {}`), assigns the parameter to it (`kwargs["subscription_id"] = subscription_id`), then unpacks it when calling the endpoint (`**kwargs`). The optimized version passes the parameter directly as a keyword argument (`subscription_id=subscription_id`).
**Why This is Faster**:
- **Eliminates dict allocation**: No need to create an intermediate dictionary object
- **Removes dict assignment overhead**: Skips the `__setitem__` operation on the dictionary
- **Avoids unpacking overhead**: Direct keyword passing is more efficient than `**kwargs` unpacking
**Performance Impact**: The line profiler shows the optimization removes two expensive operations (7.2% and 8% of total time) that were pure overhead. The test results demonstrate consistent speedups across all scenarios:
- Simple cases: 13-30% faster
- Large scale operations: 39-46% faster on bulk operations (1000 items)
- Edge cases with validation errors: 9-23% faster
This optimization is particularly effective for high-frequency API calls where the method is invoked thousands of times, as shown by the substantial improvements in the large-scale test cases.
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📄 44% (0.44x) speedup for
AgentlessScanningApi.delete_azure_scan_optionsinsrc/datadog_api_client/v2/api/agentless_scanning_api.py⏱️ Runtime :
3.61 milliseconds→2.50 milliseconds(best of105runs)📝 Explanation and details
The optimization eliminates unnecessary dictionary creation and unpacking in the
delete_azure_scan_optionsmethod.Key Change: The original code creates an empty dictionary (
kwargs: Dict[str, Any] = {}), assigns the parameter to it (kwargs["subscription_id"] = subscription_id), then unpacks it when calling the endpoint (**kwargs). The optimized version passes the parameter directly as a keyword argument (subscription_id=subscription_id).Why This is Faster:
__setitem__operation on the dictionary**kwargsunpackingPerformance Impact: The line profiler shows the optimization removes two expensive operations (7.2% and 8% of total time) that were pure overhead. The test results demonstrate consistent speedups across all scenarios:
This optimization is particularly effective for high-frequency API calls where the method is invoked thousands of times, as shown by the substantial improvements in the large-scale test cases.
✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
🔎 Concolic Coverage Tests and Runtime
To edit these changes
git checkout codeflash/optimize-AgentlessScanningApi.delete_azure_scan_options-mgam5n81and push.