⚡️ Speed up function update_openapi by 41% - #5
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The optimized code achieves a **41% speedup** by replacing the `next()` generator expression with an explicit for loop. **Key optimization:** - **Eliminated generator overhead**: The original code uses `next(route for route in app.router.routes if route.path == app.openapi_url)` which creates a generator object and involves Python's generator machinery. The optimized version uses a simple for loop with early termination via `break`, avoiding the generator creation and iteration overhead. **Why this works:** - Generator expressions in Python have overhead for creation and the `next()` function call - A direct for loop with `break` is more efficient for finding the first matching item - The loop avoids the intermediate generator object allocation - Early termination with `break` ensures we don't iterate through remaining routes unnecessarily **Performance characteristics:** - **Best case**: When the OpenAPI route is found early in the routes list (63-68% faster in large-scale tests) - **Consistent improvement**: Shows 30-50% speedup across all test scenarios - **Scales well**: Larger route collections see greater benefits (up to 68% improvement with 1000 routes) The optimization maintains identical behavior including raising `StopIteration` when no matching route is found, making it a drop-in replacement with pure performance benefits. This is particularly valuable for applications with many routes where the OpenAPI endpoint setup happens during application initialization.
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📄 41% (0.41x) speedup for
update_openapiinsrc/titiler/core/titiler/core/utils.py⏱️ Runtime :
77.1 microseconds→54.5 microseconds(best of9runs)📝 Explanation and details
The optimized code achieves a 41% speedup by replacing the
next()generator expression with an explicit for loop.Key optimization:
next(route for route in app.router.routes if route.path == app.openapi_url)which creates a generator object and involves Python's generator machinery. The optimized version uses a simple for loop with early termination viabreak, avoiding the generator creation and iteration overhead.Why this works:
next()function callbreakis more efficient for finding the first matching itembreakensures we don't iterate through remaining routes unnecessarilyPerformance characteristics:
The optimization maintains identical behavior including raising
StopIterationwhen no matching route is found, making it a drop-in replacement with pure performance benefits. This is particularly valuable for applications with many routes where the OpenAPI endpoint setup happens during application initialization.✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-update_openapi-mi8d8bbmand push.