Longest common subsequence solution












3












$begingroup$


I've seen this today on a mock interview and wanted to give it a try. I'd love to hear some feedback from you guys. This is my second attempt at the problem, initially I had a mess of if/else towers and nested loops.



/*
* Write a function that takes two strings s1 and s2 and returns the
* longest common subsequences of s1 and s2.
*
* Examples:
* s1: ABAZDC s2: BACBAD result: ABAD
* s1: AGGTAB s2: GXTXAYB result: GTAB
* s1: aaaa s2: aa result: aa
* s1: aaaa s2: '' result: ''
*/
public class LongestSubsequence {

public static void main(String args) {
LongestSubsequence ls = new LongestSubsequence();

assertEquals("ABAD", ls.solve("ABAZDC", "BACBAD"));
assertEquals("GTAB", ls.solve("AGGTAB", "GXTXAYB"));
assertEquals("aa", ls.solve("aaaa", "aa"));
assertEquals("", ls.solve("aaaa", ""));
assertEquals("ABAD", ls.solve("BACBAD", "ABAZDC"));
assertEquals("aaaa", ls.solve("bcaaaa", "aaaabc"));
assertEquals("aaaa", ls.solve("bcaaaade", "deaaaabc"));
}

private String solve(String s1, String s2) {
if (s1.length() == 0 || s2.length() == 0) {
return "";
}

String subSeq1 = getLongestSubsequence(s1, s2);
String subSeq2 = getLongestSubsequence(s2, s1);
return (subSeq1.length() >= subSeq2.length() ? subSeq1 : subSeq2);
}

private String getLongestSubsequence(String first, String second) {
String retValue = "";
int currentIndex = 0;
for (int remaining = first.length(); retValue.length() < remaining; remaining--) {
StringBuilder firstWorker = new StringBuilder(first.substring(currentIndex));
StringBuilder secondWorker = new StringBuilder(second);
StringBuilder possibleSequence = new StringBuilder();
while (firstWorker.length() > 0 && secondWorker.length() > 0) {
String ch = firstWorker.substring(0, 1);
int firstIndex = secondWorker.indexOf(ch);
if (firstIndex != -1) {
possibleSequence.append(ch);
secondWorker.delete(0, firstIndex + 1);
}
firstWorker.delete(0, 1);
}
if (possibleSequence.length() > retValue.length()) {
retValue = possibleSequence.toString();
}
currentIndex++;
}

return retValue;
}

}









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$endgroup$












  • $begingroup$
    Thank you very much, I have checked that discussion and added a few test cases to the code. It's now passing those as well. The solution became a bit more complex as I can now see that O(n) does not seem possible in this case.
    $endgroup$
    – fpezzini
    11 hours ago










  • $begingroup$
    I'm now trying in both directions s1 -> s2 and s2 -> s1. I'm also using string builders for efficiency, and deleting chars on s1 as well. The for loop ensures it does not try to find a solution when there are fewer characters than the current solution.
    $endgroup$
    – fpezzini
    11 hours ago
















3












$begingroup$


I've seen this today on a mock interview and wanted to give it a try. I'd love to hear some feedback from you guys. This is my second attempt at the problem, initially I had a mess of if/else towers and nested loops.



/*
* Write a function that takes two strings s1 and s2 and returns the
* longest common subsequences of s1 and s2.
*
* Examples:
* s1: ABAZDC s2: BACBAD result: ABAD
* s1: AGGTAB s2: GXTXAYB result: GTAB
* s1: aaaa s2: aa result: aa
* s1: aaaa s2: '' result: ''
*/
public class LongestSubsequence {

public static void main(String args) {
LongestSubsequence ls = new LongestSubsequence();

assertEquals("ABAD", ls.solve("ABAZDC", "BACBAD"));
assertEquals("GTAB", ls.solve("AGGTAB", "GXTXAYB"));
assertEquals("aa", ls.solve("aaaa", "aa"));
assertEquals("", ls.solve("aaaa", ""));
assertEquals("ABAD", ls.solve("BACBAD", "ABAZDC"));
assertEquals("aaaa", ls.solve("bcaaaa", "aaaabc"));
assertEquals("aaaa", ls.solve("bcaaaade", "deaaaabc"));
}

private String solve(String s1, String s2) {
if (s1.length() == 0 || s2.length() == 0) {
return "";
}

String subSeq1 = getLongestSubsequence(s1, s2);
String subSeq2 = getLongestSubsequence(s2, s1);
return (subSeq1.length() >= subSeq2.length() ? subSeq1 : subSeq2);
}

private String getLongestSubsequence(String first, String second) {
String retValue = "";
int currentIndex = 0;
for (int remaining = first.length(); retValue.length() < remaining; remaining--) {
StringBuilder firstWorker = new StringBuilder(first.substring(currentIndex));
StringBuilder secondWorker = new StringBuilder(second);
StringBuilder possibleSequence = new StringBuilder();
while (firstWorker.length() > 0 && secondWorker.length() > 0) {
String ch = firstWorker.substring(0, 1);
int firstIndex = secondWorker.indexOf(ch);
if (firstIndex != -1) {
possibleSequence.append(ch);
secondWorker.delete(0, firstIndex + 1);
}
firstWorker.delete(0, 1);
}
if (possibleSequence.length() > retValue.length()) {
retValue = possibleSequence.toString();
}
currentIndex++;
}

return retValue;
}

}









share|improve this question











$endgroup$












  • $begingroup$
    Thank you very much, I have checked that discussion and added a few test cases to the code. It's now passing those as well. The solution became a bit more complex as I can now see that O(n) does not seem possible in this case.
    $endgroup$
    – fpezzini
    11 hours ago










  • $begingroup$
    I'm now trying in both directions s1 -> s2 and s2 -> s1. I'm also using string builders for efficiency, and deleting chars on s1 as well. The for loop ensures it does not try to find a solution when there are fewer characters than the current solution.
    $endgroup$
    – fpezzini
    11 hours ago














3












3








3





$begingroup$


I've seen this today on a mock interview and wanted to give it a try. I'd love to hear some feedback from you guys. This is my second attempt at the problem, initially I had a mess of if/else towers and nested loops.



/*
* Write a function that takes two strings s1 and s2 and returns the
* longest common subsequences of s1 and s2.
*
* Examples:
* s1: ABAZDC s2: BACBAD result: ABAD
* s1: AGGTAB s2: GXTXAYB result: GTAB
* s1: aaaa s2: aa result: aa
* s1: aaaa s2: '' result: ''
*/
public class LongestSubsequence {

public static void main(String args) {
LongestSubsequence ls = new LongestSubsequence();

assertEquals("ABAD", ls.solve("ABAZDC", "BACBAD"));
assertEquals("GTAB", ls.solve("AGGTAB", "GXTXAYB"));
assertEquals("aa", ls.solve("aaaa", "aa"));
assertEquals("", ls.solve("aaaa", ""));
assertEquals("ABAD", ls.solve("BACBAD", "ABAZDC"));
assertEquals("aaaa", ls.solve("bcaaaa", "aaaabc"));
assertEquals("aaaa", ls.solve("bcaaaade", "deaaaabc"));
}

private String solve(String s1, String s2) {
if (s1.length() == 0 || s2.length() == 0) {
return "";
}

String subSeq1 = getLongestSubsequence(s1, s2);
String subSeq2 = getLongestSubsequence(s2, s1);
return (subSeq1.length() >= subSeq2.length() ? subSeq1 : subSeq2);
}

private String getLongestSubsequence(String first, String second) {
String retValue = "";
int currentIndex = 0;
for (int remaining = first.length(); retValue.length() < remaining; remaining--) {
StringBuilder firstWorker = new StringBuilder(first.substring(currentIndex));
StringBuilder secondWorker = new StringBuilder(second);
StringBuilder possibleSequence = new StringBuilder();
while (firstWorker.length() > 0 && secondWorker.length() > 0) {
String ch = firstWorker.substring(0, 1);
int firstIndex = secondWorker.indexOf(ch);
if (firstIndex != -1) {
possibleSequence.append(ch);
secondWorker.delete(0, firstIndex + 1);
}
firstWorker.delete(0, 1);
}
if (possibleSequence.length() > retValue.length()) {
retValue = possibleSequence.toString();
}
currentIndex++;
}

return retValue;
}

}









share|improve this question











$endgroup$




I've seen this today on a mock interview and wanted to give it a try. I'd love to hear some feedback from you guys. This is my second attempt at the problem, initially I had a mess of if/else towers and nested loops.



/*
* Write a function that takes two strings s1 and s2 and returns the
* longest common subsequences of s1 and s2.
*
* Examples:
* s1: ABAZDC s2: BACBAD result: ABAD
* s1: AGGTAB s2: GXTXAYB result: GTAB
* s1: aaaa s2: aa result: aa
* s1: aaaa s2: '' result: ''
*/
public class LongestSubsequence {

public static void main(String args) {
LongestSubsequence ls = new LongestSubsequence();

assertEquals("ABAD", ls.solve("ABAZDC", "BACBAD"));
assertEquals("GTAB", ls.solve("AGGTAB", "GXTXAYB"));
assertEquals("aa", ls.solve("aaaa", "aa"));
assertEquals("", ls.solve("aaaa", ""));
assertEquals("ABAD", ls.solve("BACBAD", "ABAZDC"));
assertEquals("aaaa", ls.solve("bcaaaa", "aaaabc"));
assertEquals("aaaa", ls.solve("bcaaaade", "deaaaabc"));
}

private String solve(String s1, String s2) {
if (s1.length() == 0 || s2.length() == 0) {
return "";
}

String subSeq1 = getLongestSubsequence(s1, s2);
String subSeq2 = getLongestSubsequence(s2, s1);
return (subSeq1.length() >= subSeq2.length() ? subSeq1 : subSeq2);
}

private String getLongestSubsequence(String first, String second) {
String retValue = "";
int currentIndex = 0;
for (int remaining = first.length(); retValue.length() < remaining; remaining--) {
StringBuilder firstWorker = new StringBuilder(first.substring(currentIndex));
StringBuilder secondWorker = new StringBuilder(second);
StringBuilder possibleSequence = new StringBuilder();
while (firstWorker.length() > 0 && secondWorker.length() > 0) {
String ch = firstWorker.substring(0, 1);
int firstIndex = secondWorker.indexOf(ch);
if (firstIndex != -1) {
possibleSequence.append(ch);
secondWorker.delete(0, firstIndex + 1);
}
firstWorker.delete(0, 1);
}
if (possibleSequence.length() > retValue.length()) {
retValue = possibleSequence.toString();
}
currentIndex++;
}

return retValue;
}

}






java interview-questions dynamic-programming






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edited 15 mins ago









Jamal

30.3k11119227




30.3k11119227










asked 13 hours ago









fpezzinifpezzini

816




816












  • $begingroup$
    Thank you very much, I have checked that discussion and added a few test cases to the code. It's now passing those as well. The solution became a bit more complex as I can now see that O(n) does not seem possible in this case.
    $endgroup$
    – fpezzini
    11 hours ago










  • $begingroup$
    I'm now trying in both directions s1 -> s2 and s2 -> s1. I'm also using string builders for efficiency, and deleting chars on s1 as well. The for loop ensures it does not try to find a solution when there are fewer characters than the current solution.
    $endgroup$
    – fpezzini
    11 hours ago


















  • $begingroup$
    Thank you very much, I have checked that discussion and added a few test cases to the code. It's now passing those as well. The solution became a bit more complex as I can now see that O(n) does not seem possible in this case.
    $endgroup$
    – fpezzini
    11 hours ago










  • $begingroup$
    I'm now trying in both directions s1 -> s2 and s2 -> s1. I'm also using string builders for efficiency, and deleting chars on s1 as well. The for loop ensures it does not try to find a solution when there are fewer characters than the current solution.
    $endgroup$
    – fpezzini
    11 hours ago
















$begingroup$
Thank you very much, I have checked that discussion and added a few test cases to the code. It's now passing those as well. The solution became a bit more complex as I can now see that O(n) does not seem possible in this case.
$endgroup$
– fpezzini
11 hours ago




$begingroup$
Thank you very much, I have checked that discussion and added a few test cases to the code. It's now passing those as well. The solution became a bit more complex as I can now see that O(n) does not seem possible in this case.
$endgroup$
– fpezzini
11 hours ago












$begingroup$
I'm now trying in both directions s1 -> s2 and s2 -> s1. I'm also using string builders for efficiency, and deleting chars on s1 as well. The for loop ensures it does not try to find a solution when there are fewer characters than the current solution.
$endgroup$
– fpezzini
11 hours ago




$begingroup$
I'm now trying in both directions s1 -> s2 and s2 -> s1. I'm also using string builders for efficiency, and deleting chars on s1 as well. The for loop ensures it does not try to find a solution when there are fewer characters than the current solution.
$endgroup$
– fpezzini
11 hours ago










2 Answers
2






active

oldest

votes


















1












$begingroup$

Bug



Your program fails on this test:



ls.solve("abddc", "acddb");


Your program finds "ab" and "ac" as the longest subsequences, but the actual answer should be "add".



The problem is that your algorithm is greedy, and it will always use any match, even if the match skips over a part that would produce a better answer. In my test case, the b in the first string matches the b at the end of the second string, thereby skipping over the dd in the middle.






share|improve this answer









$endgroup$





















    0












    $begingroup$

    The method name solve does not describe what the method is doing. There should be a method public static String longestCommonSubsequence(String a, String b), and the class containing that method should be called StringUtils.



    After making the method static, there's no reason to call new LongestSubsequence any longer since that object doesn't provide anything useful.



    The variable name ch is usually used for characters, not for strings. It creates unnecessary confusion here.






    share|improve this answer









    $endgroup$













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      2 Answers
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      active

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      2 Answers
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      1












      $begingroup$

      Bug



      Your program fails on this test:



      ls.solve("abddc", "acddb");


      Your program finds "ab" and "ac" as the longest subsequences, but the actual answer should be "add".



      The problem is that your algorithm is greedy, and it will always use any match, even if the match skips over a part that would produce a better answer. In my test case, the b in the first string matches the b at the end of the second string, thereby skipping over the dd in the middle.






      share|improve this answer









      $endgroup$


















        1












        $begingroup$

        Bug



        Your program fails on this test:



        ls.solve("abddc", "acddb");


        Your program finds "ab" and "ac" as the longest subsequences, but the actual answer should be "add".



        The problem is that your algorithm is greedy, and it will always use any match, even if the match skips over a part that would produce a better answer. In my test case, the b in the first string matches the b at the end of the second string, thereby skipping over the dd in the middle.






        share|improve this answer









        $endgroup$
















          1












          1








          1





          $begingroup$

          Bug



          Your program fails on this test:



          ls.solve("abddc", "acddb");


          Your program finds "ab" and "ac" as the longest subsequences, but the actual answer should be "add".



          The problem is that your algorithm is greedy, and it will always use any match, even if the match skips over a part that would produce a better answer. In my test case, the b in the first string matches the b at the end of the second string, thereby skipping over the dd in the middle.






          share|improve this answer









          $endgroup$



          Bug



          Your program fails on this test:



          ls.solve("abddc", "acddb");


          Your program finds "ab" and "ac" as the longest subsequences, but the actual answer should be "add".



          The problem is that your algorithm is greedy, and it will always use any match, even if the match skips over a part that would produce a better answer. In my test case, the b in the first string matches the b at the end of the second string, thereby skipping over the dd in the middle.







          share|improve this answer












          share|improve this answer



          share|improve this answer










          answered 3 hours ago









          JS1JS1

          27.4k32976




          27.4k32976

























              0












              $begingroup$

              The method name solve does not describe what the method is doing. There should be a method public static String longestCommonSubsequence(String a, String b), and the class containing that method should be called StringUtils.



              After making the method static, there's no reason to call new LongestSubsequence any longer since that object doesn't provide anything useful.



              The variable name ch is usually used for characters, not for strings. It creates unnecessary confusion here.






              share|improve this answer









              $endgroup$


















                0












                $begingroup$

                The method name solve does not describe what the method is doing. There should be a method public static String longestCommonSubsequence(String a, String b), and the class containing that method should be called StringUtils.



                After making the method static, there's no reason to call new LongestSubsequence any longer since that object doesn't provide anything useful.



                The variable name ch is usually used for characters, not for strings. It creates unnecessary confusion here.






                share|improve this answer









                $endgroup$
















                  0












                  0








                  0





                  $begingroup$

                  The method name solve does not describe what the method is doing. There should be a method public static String longestCommonSubsequence(String a, String b), and the class containing that method should be called StringUtils.



                  After making the method static, there's no reason to call new LongestSubsequence any longer since that object doesn't provide anything useful.



                  The variable name ch is usually used for characters, not for strings. It creates unnecessary confusion here.






                  share|improve this answer









                  $endgroup$



                  The method name solve does not describe what the method is doing. There should be a method public static String longestCommonSubsequence(String a, String b), and the class containing that method should be called StringUtils.



                  After making the method static, there's no reason to call new LongestSubsequence any longer since that object doesn't provide anything useful.



                  The variable name ch is usually used for characters, not for strings. It creates unnecessary confusion here.







                  share|improve this answer












                  share|improve this answer



                  share|improve this answer










                  answered 3 hours ago









                  Roland IlligRoland Illig

                  11.2k11844




                  11.2k11844






























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