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How to Split a Python String into Chunks of N Characters

Use stepped offsets and string slices to split Python text into fixed-width chunks, with a shorter final chunk when needed.
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Use a range that advances by n and slice the string at each position. This produces fixed-width chunks, with a shorter final chunk when the string length is not evenly divisible by n.

Split a string into fixed-width chunks

Python string slicing gives a concise solution:

def chunk_string(s: str, n: int) -> list[str]:
    if n <= 0:
        raise ValueError("n must be positive")
    return [s[i:i + n] for i in range(0, len(s), n)]

print(chunk_string("abcdefgh", 3))
# ['abc', 'def', 'gh']

range(0, len(s), n) generates starting offsets separated by n. Each slice, s[i:i + n], takes up to the next n characters. Python slicing stops at the end of the string, so the final chunk can be shorter. The Python sequence operations documentation describes slicing and sequence behavior.

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Input and edge cases

  • n must be positive. The function raises ValueError for zero or negative values, which do not represent forward chunk sizes.
  • An empty string returns an empty list. There are no offsets to iterate over.
  • A remainder becomes the last chunk. For example, splitting eight characters into chunks of three yields two three-character chunks and one two-character chunk.

Use a generator for incremental processing

The list-comprehension version builds and retains every chunk. If you want to process chunks one at a time, yield them instead:

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def iter_chunks(s: str, n: int):
    if n <= 0:
        raise ValueError("n must be positive")
    for i in range(0, len(s), n):
        yield s[i:i + n]

for chunk in iter_chunks("abcdefgh", 3):
    print(chunk)

This returns an iterator rather than a list; each chunk is produced as the loop requests it. The same positive-size check applies.

Choose the method that matches the boundary you need

Method What determines each boundary? Result behavior
String slicing with stepped offsets Exactly n Python string elements Fixed-width chunks, except a possibly shorter final chunk; use a list comprehension or generator
textwrap.wrap(s, width=n) Text formatting, including words and whitespace Wrapped lines; not guaranteed to be exact fixed-width slices
str.split(sep) or str.split() A specified delimiter, or runs of whitespace when no separator is given Fields separated by those delimiters, not chunks of every n characters

Use textwrap.wrap when the goal is readable lines. Its wrapping options and behavior are documented in Python’s textwrap documentation. Use str.split for delimiter-separated fields or whitespace-separated words, as described in the string methods documentation. For exact character-count groups, use slicing.

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Know what Python counts as a character

The slicing examples divide a Python string by its string elements; they do not divide encoded data into fixed-size UTF-8 byte blocks. To chunk by bytes, encode the text first and slice the resulting bytes object.

String slicing also does not guarantee that each chunk is a visible character as a person perceives it. Some accented letters and emoji are formed from multiple Unicode code points, and a slice can split such a sequence. If chunks must preserve visible grapheme clusters, use a grapheme-aware library rather than ordinary slicing.

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