Word Break
~3 mins read
Word Break
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"""
Given a non-empty string s and a dictionary wordDict
containing a list of non-empty words,
determine if it can be segmented into
a space-separated sequence of one or more dictionary words.
Note:
The same word in the dictionary may be reused multiple times in the segmentation.
You may assume the dictionary does not contain duplicate words.
Input: s = "applepenapple", wordDict = ["apple", "pen"]
Output: true
Explanation: Return true because "applepenapple" can be segmented as "apple pen apple".
Note that you are allowed to reuse a dictionary word.
Input: s = "catsandog", wordDict = ["cats", "dog", "sand", "and", "cat"]
Output: false
"""
def wordBreak(self, s: str, wordDict: List[str]) -> bool:
"""
this can be broken down to subproblems
if we know a string is ok up to the 42nd index, it's enough to check from there
a list can keep track of this, ok = []
if up to ith index of s is ok, ok[i] will be True
eg.
s="cars"
wordDict = [car, ca, rs]
start walking from the start
ok = [t,f,f,f,f,f]
c, ca -> yes ca in dict, so ok becomes [t,f,t,f,f]
a, ar, ars nope
r, rs -> yes rs in dict, ok becomes [t,f,t,f,t]
"""
ok = [True] + [False] * (len(s))
for i in range(1,len(s)+1):
for j in range(i): # j is the start index
# start point has to be ok,
# otherwise starting from here does not make sense
if ok[j] and s[j:i] in wordDict:
# we are ok up to index j
ok[i] = True
break
return ok[-1]