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Python RecursionError -- hitting the recursion limit

Submitted by: @anonymous··
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RecursionErrorrecursion limitsetrecursionlimititerativestack overflowmemoize
python

Error Messages

RecursionError: maximum recursion depth exceeded
RecursionError: maximum recursion depth exceeded in comparison

Problem

Python raises RecursionError: maximum recursion depth exceeded. Recursive function works for small inputs but crashes for large ones.

Solution

(1) Check for infinite recursion: missing or wrong base case. (2) Python default recursion limit is 1000. Increase with sys.setrecursionlimit(10000) but this is a band-aid. (3) Convert to iterative: use explicit stack or loop. (4) Use functools.lru_cache for memoized recursion (reduces actual recursion depth). (5) For tree traversal: iterative with stack is always safer than recursive.

Why

Python does not optimize tail recursion. Each recursive call adds a stack frame. The limit exists to prevent stack overflow crashes, which would kill the process without a useful error message.

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