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MediumDp

Longest Common Subsequence

amazongooglemetamicrosoftbloombergoracleadobe

Given two strings text1 and text2, return the length of their longest common subsequence. If there is no common subsequence, return 0.

A subsequence of a string is a new string generated from the original string with some characters (can be none) deleted without changing the relative order of the remaining characters.

For example, "ace" is a subsequence of "abcde".

A common subsequence of two strings is a subsequence that is common to both strings.

Example 1:

Input: text1 = "abcde", text2 = "ace"
Output: 3
Explanation: The longest common subsequence is "ace" and its length is 3.

Example 2:

Input: text1 = "abc", text2 = "abc"
Output: 3
Explanation: The longest common subsequence is "abc" and its length is 3.

Example 3:

Input: text1 = "abc", text2 = "def"
Output: 0
Explanation: The two strings share no common subsequence, so the result is 0.

Examples

Example 1

Input: text1 = "abcde", text2 = "ace"

Output: 3

Explanation: The longest common subsequence is "ace" with length 3. Characters 'a', 'c', 'e' appear in both strings in the same relative order.

Example 2

Input: text1 = "abc", text2 = "abc"

Output: 3

Explanation: The entire string "abc" is a common subsequence since both strings are identical.

Constraints

  • -1 <= text1.length, text2.length <= 1000
  • -text1 and text2 consist of only lowercase English characters

Optimal Complexity

Time

O(m * n)

Space

O(m * n)

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