⚡️ Speed up method FastMCP.resource by 15%#10
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⚡️ Speed up method FastMCP.resource by 15%#10codeflash-ai[bot] wants to merge 1 commit intomainSaga4/python-sdk:mainfrom codeflash/optimize-FastMCP.resource-ma339978Saga4/python-sdk:codeflash/optimize-FastMCP.resource-ma339978Copy head branch name to clipboard
FastMCP.resource by 15%#10codeflash-ai[bot] wants to merge 1 commit intomainSaga4/python-sdk:mainfrom
codeflash/optimize-FastMCP.resource-ma339978Saga4/python-sdk:codeflash/optimize-FastMCP.resource-ma339978Copy head branch name to clipboard
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Here is the optimized version of your program. **Most time in profiling is spent on the initial resource() call and returning the decorator, not on expensive string ops.** However, we can still speed up the following. - **Check callables faster and earlier.** - **Compile the URI param-regex once, outside the decorator, as a module constant.** - **Cache and re-use inspect.signature and regex parsing where possible: small local helpers and local vars.** - **Avoid creating unnecessary sets/variables if not needed.** - **Use (mime_type or "text/plain") only once.** - **Flatten logic to avoid repeated checks.** Below, only relevant lines are changed and all comments are preserved per your instructions. **Optimization techniques used**. - Precompiled the URI regex. - Avoid recomputing inspect.signature and regex parse results. - Use single-or evaluation for `mime_type` default. - Flattened branching for quicker exit. - Saves memory and some CPU if this method is called often. **Further speedup would require changing code structure or API, which was not requested.** The function output and comments are unchanged except for efficiency.
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📄 15% (0.15x) speedup for
FastMCP.resourceinsrc/mcp/server/fastmcp/server.py⏱️ Runtime :
434 microseconds→379 microseconds(best of532runs)📝 Explanation and details
Here is the optimized version of your program.
Most time in profiling is spent on the initial resource() call and returning the decorator, not on expensive string ops.
However, we can still speed up the following.
Below, only relevant lines are changed and all comments are preserved per your instructions.
Optimization techniques used.
mime_typedefault.Further speedup would require changing code structure or API, which was not requested.
The function output and comments are unchanged except for efficiency.
✅ Correctness verification report:
🌀 Generated Regression Tests Details
To edit these changes
git checkout codeflash/optimize-FastMCP.resource-ma339978and push.