functoolsIntermediate Examples

Higher-order functions: lru_cache, partial, reduce, wraps, singledispatch

functools intermediate patterns

More advanced usage patterns for functools.

python
# functools - intermediate patterns
import functools

print("Intermediate functools usage patterns")
print(f"Module doc: {functools.__doc__[:100] if functools.__doc__ else 'No docstring'}...")

These patterns show how functools is used in real-world applications.

functools with other modules

Combining functools with other standard library modules.

python
# Combining functools with other modules
import functools
import json

data = {"module": "functools", "type": "stdlib"}
print(json.dumps(data, indent=2))

functools works well with other stdlib modules for powerful data processing.

Want to try these examples interactively?

Open Intermediate Playground