Tag: tips-and-tricks

Prevent excessive API calls by debouncing user input in search fields.

Bypass the GIL and utilize all CPU cores for compute-intensive tasks.

Cache expensive function results automatically with the built-in cache decorator.

Switch to PyArrow-backed DataFrames for faster operations and lower memory usage.

Process large datasets without loading everything into memory using Python generators.

Use FrozenDictionary and FrozenSet for immutable, highly-optimized read-only collections.