Replace Task with ValueTask in frequently-called async methods that often complete synchronously.
Tag: scripting
Tips and Tricks #34: Leverage ArrayPool for Temporary Buffer Reuse
Rent and return arrays from a shared pool to avoid repeated allocations in buffer-heavy code.
Tips and Tricks #33: Use Span for Zero-Allocation String Parsing
Eliminate heap allocations when parsing strings by using Span
Tips and Tricks #7: Use functools.cache for Automatic Memoization
Cache expensive function results automatically with the built-in cache decorator.
Tips and Tricks #6: Accelerate Pandas with PyArrow Backend
Switch to PyArrow-backed DataFrames for faster operations and lower memory usage.
Tips and Tricks #5: Use Generators for Memory-Efficient Data Processing
Process large datasets without loading everything into memory using Python generators.