From b12193500c0da24a9e7fc5a8523ed2252da88bad Mon Sep 17 00:00:00 2001 From: Haidong Ji Date: Tue, 25 Dec 2018 14:27:29 -0600 Subject: Longest subsequence of 2 seqs done! Not too bad, since I worked it out in Java already.--- AlgoDesignAndTechniqueEdxPython/sources/lcs2.py | 35 +++++++++++++++++ AlgoDesignAndTechniqueEdxPython/tests/lcs2Test.py | 48 +++++++++++++++++++++++ 2 files changed, 83 insertions(+) create mode 100644 AlgoDesignAndTechniqueEdxPython/sources/lcs2.py create mode 100644 AlgoDesignAndTechniqueEdxPython/tests/lcs2Test.py diff --git a/AlgoDesignAndTechniqueEdxPython/sources/lcs2.py b/AlgoDesignAndTechniqueEdxPython/sources/lcs2.py new file mode 100644 index 0000000..76f73fd --- /dev/null +++ b/AlgoDesignAndTechniqueEdxPython/sources/lcs2.py @@ -0,0 +1,35 @@ +# Uses python3 + +import sys + + +def getLCS2Length(a, b): + m = len(b) + n = len(a) + + D = [[0 for _ in range(m + 1)] for _ in range(n + 1)] + + for j in range(1, m + 1): + for i in range(1, n + 1): + if a[i - 1] == b[j - 1]: + D[i][j] = D[i - 1][j - 1] + 1 + else: + D[i][j] = max(D[i - 1][j], D[i][j - 1]) + + return D[n][m] + + +if __name__ == '__main__': + input = sys.stdin.read() + data = list(map(int, input.split())) + + n = data[0] + data = data[1:] + a = data[:n] + + data = data[n:] + m = data[0] + data = data[1:] + b = data[:m] + + print(getLCS2Length(a, b)) diff --git a/AlgoDesignAndTechniqueEdxPython/tests/lcs2Test.py b/AlgoDesignAndTechniqueEdxPython/tests/lcs2Test.py new file mode 100644 index 0000000..6c9d350 --- /dev/null +++ b/AlgoDesignAndTechniqueEdxPython/tests/lcs2Test.py @@ -0,0 +1,48 @@ +''' +Created on Dec 25, 2018 + +@author: haidong +''' +import unittest + +from sources.lcs2 import getLCS2Length + + +class Test(unittest.TestCase): + + def testName(self): + a = [2, 7, 5] + b = [2, 5] + self.assertEqual(2, getLCS2Length(a, b)) + + def testName1(self): + a = [7] + b = [1, 2, 3, 4] + self.assertEqual(0, getLCS2Length(a, b)) + + def testName2(self): + a = [2, 7, 8, 3] + b = [5, 2, 8, 7] + self.assertEqual(2, getLCS2Length(a, b)) + + def testName3(self): + a = [1, 2, 3, 4, 5, 6, 7] + b = [1, 2, 8, 4, 5, 6] + self.assertEqual(5, getLCS2Length(a, b)) + + def testName4(self): + a = [1, 9, 2, 5, 5, 5, 8, 3, 5, 11, 0, 2, 4, 1, 7, 4, 5, 9, 2, 4, 0, 3, 1, 5, 8, 3, 5, 9, 7, 8, 4, 5, 6, + 7 ] + b = [6, 3, 8, 3, 1, 8, 3, 5, 0, 9, 6, 8, 3, 5, 7, 9, 1, 4, 7, 9, 3, 5, 9, 0, 1, 4, 2, 7, 5, 8, 9, 3, 5, + 6, 1, 6, 3, 1, 6, 7, 3] + self.assertEqual(17, getLCS2Length(a, b)) + + def testName5(self): + a = [2, 4, 3, 3] + b = [1, 4, 3] + self.assertEqual(2, getLCS2Length(a, b)) + + +if __name__ == "__main__": + # import sys;sys.argv = ['', 'Test.testName'] + unittest.main() -- cgit v1.2.3