Text Justification

Published: Sep 23, 2022

Hard Simulation String Array

Introduction

Since this problem asks to create a fully justified result, actual simulation should be done. When and how to add spaces in-between or right end are the point we should consider.

Problem Description

Given an array of strings words and a width maxWidth, format the text such that each line has exactly maxWidth characters and is fully (left and right) justified. You should pack your words in a greedy approach; that is, pack as many words as you can in each line. Pad extra spaces ‘ ‘ when necessary so that each line has exactly maxWidth characters.

Extra spaces between words should be distributed as evenly as possible. If the number of spaces on a line does not divide evenly between words, the empty slots on the left will be assigned more spaces than the slots on the right.

For the last line of text, it should be left-justified, and no extra space is inserted between words.

Note:

  • A word is defined as a character sequence consisting of non-space characters only.
  • Each word’s length is guaranteed to be greater than 0 and not exceed maxWidth.
  • The input array words contains at least one word.

Constraints:

  • 1 <= words.length <= 300
  • 1 <= words[i].length <= 20
  • words[i] consists of only English letters and symbols.
  • 1 <= maxWidth <= 100
  • words[i].length <= maxWidth

https://leetcode.com/problems/text-justification/

Examples

Example 1
Input: words = ["This", "is", "an", "example", "of", "text", "justification."], maxWidth = 16
Output:
[
   "This    is    an",
   "example  of text",
   "justification.  "
]
Example 2
Input: words = ["What","must","be","acknowledgment","shall","be"], maxWidth = 16
Output:
[
  "What   must   be",
  "acknowledgment  ",
  "shall be        "
]
Explanation: Note that the last line is "shall be    " instead of "shall     be", because the last line must be left-justified instead of fully-justified.
Note that the second line is also left-justified because it contains only one word.
Example 3
Input: words = ["Science","is","what","we","understand","well","enough","to","explain","to","a","computer.","Art","is","everything","else","we","do"], maxWidth = 20
Output:
[
  "Science  is  what we",
  "understand      well",
  "enough to explain to",
  "a  computer.  Art is",
  "everything  else  we",
  "do                  "
]

Analysis

The solution here consists of two steps. For the first step, it creates words list for each lines. The second step calculates and adds spaces between words or right end if it is the last line. The two step approach would be easier to reach to the answer.

Solution

class TextJustification:
    def fullJustify(self, words: List[str], maxWidth: int) -> List[str]:
        line, lines, cur = [], [], 0
        for word in words:
            if cur + len(word) + len(line) <= maxWidth:
                line.append(word)
                cur += len(word)
            else:
                lines.append(line)
                line = [word]
                cur = len(word)
        lines.append(line)
        for i in range(len(lines) - 1):
            ws = lines[i]
            spaces = maxWidth - sum([len(w) for w in ws])
            gaps = max(1, len(ws) - 1)
            cnt, rem = divmod(spaces, gaps)
            for j in range(gaps):
                ws[j] += ' ' * cnt + (' ' if j < rem else '')
            lines[i] = ''.join(ws)
        lines[-1] = ' '.join(lines[-1]).ljust(maxWidth)
        return lines

Complexities

  • Time: O(m + n) – m: number of words, n: number of lines
  • Space: O(n)