⚡️ Speed up function llm_passthrough_factory_proxy_route
by 450%
#3
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📄 450% (4.50x) speedup for
llm_passthrough_factory_proxy_route
inlitellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
⏱️ Runtime :
795 microseconds
→144 microseconds
(best of9
runs)📝 Explanation and details
The optimized code achieves a 4.5x speedup (from 795µs to 144µs) and 80% throughput improvement by parallelizing I/O operations using
asyncio.gather()
.Key Optimization:
passthrough_endpoint_router.get_credentials()
) and request body parsing (request.json()
orget_form_data()
). The optimized version runs these independent async operations concurrently usingasyncio.gather()
, reducing total wait time.Why it's faster:
Best for:
The optimization maintains all original logic and error handling while eliminating unnecessary sequential waits between independent async operations.
✅ Correctness verification report:
⚙️ Existing Unit Tests and Runtime
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-llm_passthrough_factory_proxy_route-mh1c5m4o
and push.