⚡️ Speed up method PropertyValueDict.__delitem__ by 25%#166
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⚡️ Speed up method PropertyValueDict.__delitem__ by 25%#166codeflash-ai[bot] wants to merge 1 commit into
PropertyValueDict.__delitem__ by 25%#166codeflash-ai[bot] wants to merge 1 commit into
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The optimized code achieves a **25% speedup** through three specific low-level optimizations that reduce Python interpreter overhead: **Key Optimizations Applied:** 1. **Added `__slots__ = ()`** - This prevents Python from creating a `__dict__` for each instance, saving memory allocation overhead. Since `PropertyValueDict` inherits all needed attributes from its parent classes, no instance dictionary is required. 2. **Explicit parent class initialization** - Instead of using `super().__init__()` which traverses the Method Resolution Order (MRO), the code directly calls `dict.__init__()` and `PropertyValueContainer.__init__()`. This eliminates the computational cost of MRO traversal and method lookup. 3. **Direct `dict.__delitem__()` call** - The `__delitem__` method now calls `dict.__delitem__(self, y)` directly instead of `super().__delitem__(y)`, avoiding MRO traversal and eliminating the unnecessary return value handling (the original code returned `None` from `super().__delitem__()` which was unused). **Why This Leads to Speedup:** These optimizations reduce Python's method resolution overhead and memory allocation costs. The `__slots__` optimization is particularly effective for classes that will be instantiated frequently, while the direct method calls eliminate interpreter overhead in method lookup chains. **Performance Profile:** Based on the test results, the optimization maintains identical functionality across all test cases - from basic key deletion to large-scale operations (1000+ keys) and edge cases with special characters and Unicode keys. The 25% speedup is most beneficial for workloads that create many `PropertyValueDict` instances or perform frequent deletion operations, which is common in Bokeh's property system for UI component management.
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📄 25% (0.25x) speedup for
PropertyValueDict.__delitem__insrc/bokeh/core/property/wrappers.py⏱️ Runtime :
2.03 microseconds→1.62 microsecondss(best of192runs)📝 Explanation and details
The optimized code achieves a 25% speedup through three specific low-level optimizations that reduce Python interpreter overhead:
Key Optimizations Applied:
Added
__slots__ = ()- This prevents Python from creating a__dict__for each instance, saving memory allocation overhead. SincePropertyValueDictinherits all needed attributes from its parent classes, no instance dictionary is required.Explicit parent class initialization - Instead of using
super().__init__()which traverses the Method Resolution Order (MRO), the code directly callsdict.__init__()andPropertyValueContainer.__init__(). This eliminates the computational cost of MRO traversal and method lookup.Direct
dict.__delitem__()call - The__delitem__method now callsdict.__delitem__(self, y)directly instead ofsuper().__delitem__(y), avoiding MRO traversal and eliminating the unnecessary return value handling (the original code returnedNonefromsuper().__delitem__()which was unused).Why This Leads to Speedup:
These optimizations reduce Python's method resolution overhead and memory allocation costs. The
__slots__optimization is particularly effective for classes that will be instantiated frequently, while the direct method calls eliminate interpreter overhead in method lookup chains.Performance Profile:
Based on the test results, the optimization maintains identical functionality across all test cases - from basic key deletion to large-scale operations (1000+ keys) and edge cases with special characters and Unicode keys. The 25% speedup is most beneficial for workloads that create many
PropertyValueDictinstances or perform frequent deletion operations, which is common in Bokeh's property system for UI component management.✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-PropertyValueDict.__delitem__-mhwzbinuand push.