🐍 Python Intermediate

What is Python itertools module?

Why Interviewers Ask This

Candidates at the intermediate level are expected to not only know this concept but explain the trade-offs involved. Interviewers use this question to see if you can reason about design decisions, not just recall facts.

Answer

The itertools module provides memory-efficient tools for working with iterators. Infinite iterators: count(start, step) (0, 1, 2...), cycle(iterable) (A, B, C, A, B, C...), repeat(obj, times). Combining: chain(a, b, c) (flatten), chain.from_iterable([[1,2],[3,4]]), zip_longest(a, b, fillvalue=None). Filtering: islice(it, stop) (lazy slice), takewhile(pred, it), dropwhile(pred, it), filterfalse(pred, it). Grouping: groupby(it, key) — groups consecutive identical keys. Combinatorics: product(a, b) (Cartesian product), permutations(it, r), combinations(it, r), combinations_with_replacement(it, r). All are lazy (generator-based). Use itertools for memory-efficient data pipelines when working with large datasets.

Common Mistake

Rushing to answer is a common mistake. Take two seconds to structure your response: definition → example → trade-off. This structure makes complex Python answers easy to follow.