def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('test', 'test string1'),
0.5773502691896257)
smart_match.set_params(level='term')
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'),
0.7071067811865475)
def test_jaro_sinkler_similarity1(self):
self.assertAlmostEqual(smart_match.similarity('DwAyNE', 'DuANE'), 0.84)
self.assertAlmostEqual(smart_match.similarity('TRATE', 'TRACE'),
0.9066666666666667)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'low'), 0.4)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('abbcccdd', 'aaabccee'), 0.5)
self.assertAlmostEqual(smart_match.similarity('hello', 'hollow'), 0.7272727272727273)
smart_match.set_params(level='term')
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string2'), 0.5)
smart_match.set_params(level=2)
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'), 0.5)
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string2'), 0.8888888888888888)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sealed'), 0.8)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Healthy'), 0.5454545454545454)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Heard'), 0.4444444444444444)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Herded'), 0.4)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Help'), 0.25)
self.assertAlmostEqual(smart_match.similarity('Healed', 'sold'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),0.7272727272727273)
self.assertAlmostEqual(smart_match.similarity('Sam Chapman', 'S Chapman'), 0.8571428571428571)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Samuel John Chapman'),0.2857142857142857)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Sam Chapman'), 0.0)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Sam J Chapman'), 0.0)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'S Chapman'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications', 'Web Database Applications with PHP & MySQL'),0.8163265306122449)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications', 'Creating Database Web Applications with PHP and ASP'),0.7142857142857143)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications', 'Building Database Applications on the Web Using PHP3'),0.7017543859649122)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Building Web Database Applications with Visual Studio 6'),0.6666666666666666)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications', 'Web Application Development With PHP'),0.5106382978723404)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'),0.4878048780487805)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Structural Assessment: The Role of Large and Full-Scale Testing'),0.09090909090909091)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications', 'How to Find a Scholarship Online'),0.04878048780487805)
self.assertAlmostEqual(smart_match.similarity('Web Aplications', 'Web Database Applications with PHP & MySQL'),0.5853658536585366)
self.assertAlmostEqual(smart_match.similarity('Web Aplications', 'Creating Database Web Applications with PHP and ASP'), 0.5)
self.assertAlmostEqual(smart_match.similarity('Web Aplications', 'Building Database Applications on the Web Using PHP3'),0.4897959183673469)
self.assertAlmostEqual(smart_match.similarity('Web Aplications', 'Building Web Database Applications with Visual Studio 6'),0.46153846153846156)
self.assertAlmostEqual(smart_match.similarity('Web Aplications', 'Web Application Development With PHP'),0.5641025641025641)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'),0.32432432432432434)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','Structural Assessment: The Role of Large and Full-Scale Testing'),0.06896551724137931)
self.assertAlmostEqual(smart_match.similarity('Web Aplications', 'How to Find a Scholarship Online'),0.06060606060606061)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'hero'), 0.6)
self.assertEqual(smart_match.similarity('Subsitute', 'Subsytute'),
0.8888888888888888)
self.assertEqual(smart_match.similarity('Subsitute', 'Sybsytyte'),
0.6666666666666667)
self.assertEqual(smart_match.similarity('abc', 'abcdef'), 0.5)
self.assertEqual(smart_match.similarity('def', 'abcdef'), 0.5)
self.assertEqual(
smart_match.similarity('test string1', 'test string2'),
0.9166666666666666)
self.assertEqual(smart_match.similarity('test', 'test string2'),
0.33333333333333337)
self.assertEqual(smart_match.similarity('', 'test string2'), 0.0)
self.assertEqual(
smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.8)
self.assertEqual(smart_match.similarity('aaa bbb', 'aaa aaa'),
0.5714285714285714)
self.assertEqual(smart_match.similarity('aaa', 'aaa aaa'),
0.4285714285714286)
self.assertEqual(smart_match.similarity('a b c d', 'a b c e'),
0.8571428571428572)
self.assertEqual(smart_match.similarity('Healed', 'Sealed'),
0.8333333333333334)
self.assertEqual(smart_match.similarity('Healed', 'Healthy'),
0.5714285714285714)
self.assertEqual(smart_match.similarity('Healed', 'Heard'),
0.6666666666666667)
self.assertEqual(smart_match.similarity('Healed', 'Herded'),
0.6666666666666667)
self.assertEqual(smart_match.similarity('Healed', 'Help'), 0.5)
self.assertEqual(smart_match.similarity('Healed', 'Sold'),
0.33333333333333337)
self.assertEqual(smart_match.similarity('Healed', 'Help'), 0.5)
self.assertEqual(
smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),
0.6842105263157895)
self.assertEqual(smart_match.similarity('Sam Chapman', 'S Chapman'),
0.8181818181818181)
self.assertEqual(
smart_match.similarity('John Smith', 'Samuel John Chapman'),
0.26315789473684215)
self.assertEqual(smart_match.similarity('John Smith', 'Sam Chapman'),
0.0)
self.assertEqual(smart_match.similarity('John Smith', 'Sam J Chapman'),
0.07692307692307687)
self.assertEqual(smart_match.similarity('John Smith', 'S Chapman'),
0.09999999999999998)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Web Database Applications with PHP & MySQL'),
0.5952380952380952)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Creating Database Web Applications with PHP and ASP'),
0.4509803921568627)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.42307692307692313)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Building Web Database Applications with Visual Studio 6'),
0.4545454545454546)
self.assertEqual(
smart_match.similarity('Web Database Applications',
'Web Application Development With PHP'),
0.25)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.28735632183908044)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.15873015873015872)
self.assertEqual(
smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'),
0.15625)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Web Database Applications with PHP & MySQL'),
0.3571428571428571)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Creating Database Web Applications with PHP and ASP'),
0.2941176470588235)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Building Database Applications on the Web Using PHP3'), 0.25)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Building Web Database Applications with Visual Studio 6'),
0.2727272727272727)
self.assertEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.38888888888888884)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.1724137931034483)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.11111111111111116)
self.assertEqual(
smart_match.similarity('Web Aplications',
'How to Find a Scholarship Online'), 0.1875)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity(['Hello', 'world'], ['Hero', 'world']), 0.8)
smart_match.set_params(method='cos')
self.assertAlmostEqual(smart_match.similarity(['Hello', 'world'], ['Hero', 'world']), 0.7834733547569204)
smart_match.set_params(method='EX', level='term')
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string2'), 0.5)
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'), 0.7071067811865476)
self.assertAlmostEqual(smart_match.similarity('', 'test string2'), 0.0)
self.assertAlmostEqual(smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.75)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b c e'), 0.75)
self.assertAlmostEqual(smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'), 0.3333333333333333)
self.assertAlmostEqual(smart_match.similarity('Sam Chapman', 'S Chapman'), 0.5)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Samuel John Chapman'), 0.408248290463863)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Sam Chapman'), 0.0000)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Sam J Chapman'), 0.0000)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'S Chapman'), 0.0000)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'hill'), 0.6)
self.assertEqual(
smart_match.similarity('test string1', 'test string2'),
0.9166666666666666)
self.assertEqual(smart_match.similarity('test', 'test string2'),
0.3333333333333333)
self.assertEqual(smart_match.similarity('', 'test string2'), 0.0)
self.assertEqual(
smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.8)
self.assertEqual(smart_match.similarity('aaa bbb', 'aaa aaa'),
0.5714285714285714)
self.assertEqual(smart_match.similarity('aaa', 'aaa aaa'),
0.42857142857142855)
self.assertEqual(smart_match.similarity('a b c d', 'a b c e'),
0.8571428571428571)
self.assertEqual(smart_match.similarity('uxaayw', 'uyxw'), 0.5)
self.assertEqual(smart_match.similarity('uxyw', 'uyxw'), 0.75)
self.assertEqual(smart_match.similarity('transpose', 'tranpsose'),
0.8888888888888888)
self.assertEqual(smart_match.similarity('Healed', 'Sealed'),
0.8333333333333334)
self.assertEqual(smart_match.similarity('Healed', 'Healthy'),
0.5714285714285714)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Web Database Applications with PHP & MySQL'),
0.5952380952380952)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.4230769230769231)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Building Web Database Applications with Visual Studio 6'),
0.45454545454545453)
self.assertEqual(smart_match.similarity('Healed', 'Heard'),
0.6666666666666666)
self.assertEqual(smart_match.similarity('Healed', 'Herded'),
0.6666666666666666)
self.assertEqual(smart_match.similarity('Healed', 'Help'), 0.5)
self.assertEqual(smart_match.similarity('Healed', 'sold'),
0.3333333333333333)
self.assertEqual(
smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),
0.6842105263157895)
self.assertEqual(smart_match.similarity('Sam Chapman', 'S Chapman'),
0.8181818181818182)
self.assertEqual(
smart_match.similarity('John Smith', 'Samuel John Chapman'),
0.3157894736842105)
self.assertEqual(smart_match.similarity('John Smith', 'Sam Chapman'),
0.2727272727272727)
self.assertEqual(smart_match.similarity('John Smith', 'Sam J Chapman'),
0.23076923076923078)
self.assertEqual(smart_match.similarity('John Smith', 'S Chapman'),
0.2)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Creating Database Web Applications with PHP and ASP'),
0.45098039215686275)
self.assertEqual(
smart_match.similarity('Web Database Applications',
'Web Application Development With PHP'),
0.4166666666666667)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.28735632183908044)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.1746031746031746)
self.assertEqual(
smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'),
0.28125)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Web Database Applications with PHP & MySQL'),
0.35714285714285715)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Creating Database Web Applications with PHP and ASP'),
0.29411764705882354)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Building Database Applications on the Web Using PHP3'), 0.25)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Building Web Database Applications with Visual Studio 6'),
0.2727272727272727)
self.assertEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.3888888888888889)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.1724137931034483)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.12698412698412698)
self.assertEqual(
smart_match.similarity('Web Aplications',
'How to Find a Scholarship Online'), 0.1875)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'low'), 0.4)
self.assertEqual(
smart_match.similarity('test string1', 'test string2'),
0.9166666666666666)
self.assertEqual(smart_match.similarity('test', 'test string2'),
0.3333333333333333)
self.assertEqual(smart_match.similarity('', 'test string2'), 0.0)
self.assertEqual(
smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.8)
self.assertEqual(smart_match.similarity('aaa bbb', 'aaa aaa'),
0.5714285714285714)
self.assertEqual(smart_match.similarity('aaa', 'aaa aaa'),
0.42857142857142855)
self.assertEqual(smart_match.similarity('a b c d', 'a b c e'),
0.8571428571428571)
self.assertEqual(smart_match.similarity('uxyw', 'uyxw'), 0.25)
self.assertEqual(smart_match.similarity('uxaayw', 'uyxw'),
0.16666666666666666)
self.assertEqual(smart_match.similarity('transpose', 'tranpsose'),
0.4444444444444444)
self.assertEqual(smart_match.similarity('Healed', 'Sealed'),
0.8333333333333334)
self.assertEqual(smart_match.similarity('Healed', 'Healthy'),
0.5714285714285714)
self.assertEqual(smart_match.similarity('Healed', 'Heard'), 0.5)
self.assertEqual(smart_match.similarity('Healed', 'Help'),
0.3333333333333333)
self.assertEqual(smart_match.similarity('Healed', 'Sold'),
0.16666666666666666)
self.assertEqual(
smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),
0.42105263157894735)
self.assertEqual(smart_match.similarity('Sam Chapman', 'S Chapman'),
0.7272727272727273)
self.assertEqual(
smart_match.similarity('John Smith', 'Samuel John Chapman'),
0.2631578947368421)
self.assertEqual(smart_match.similarity('John Smith', 'Sam Chapman'),
0.09090909090909091)
self.assertEqual(smart_match.similarity('John Smith', 'Sam J Chapman'),
0.07692307692307693)
self.assertEqual(smart_match.similarity('John Smith', 'S Chapman'),
0.1)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Web Database Applications with PHP & MySQL'),
0.5952380952380952)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Creating Database Web Applications with PHP and ASP'),
0.2549019607843137)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.4230769230769231)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Building Web Database Applications with Visual Studio 6'),
0.45454545454545453)
self.assertEqual(
smart_match.similarity('Web Database Applications',
'Web Application Development With PHP'),
0.3333333333333333)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.25287356321839083)
self.assertEqual(
smart_match.similarity(
'Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.031746031746031744)
self.assertEqual(
smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'), 0.0625)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Web Database Applications with PHP & MySQL'),
0.23809523809523808)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Creating Database Web Applications with PHP and ASP'),
0.19607843137254902)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Building Database Applications on the Web Using PHP3'),
0.19230769230769232)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Building Web Database Applications with Visual Studio 6'),
0.18181818181818182)
self.assertEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.25)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.11494252873563218)
self.assertEqual(
smart_match.similarity(
'Web Aplications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.031746031746031744)
self.assertEqual(
smart_match.similarity('Web Aplications',
'How to Find a Scholarship Online'), 0.0625)
def test_similarity(self):
self.assertAlmostEqual(float('%.4f' %smart_match.similarity('DwAyNE', 'DuANE')), 0.84)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity('TRATE', 'TRACE')), 0.9067)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("test string1", "test string2")),0.9667)#0.9484848484848484
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("", "test string2")),0.0000)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("aaa bbb ccc ddd", "aaa bbb ccc eee")),0.9200)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("a b c d", "a b c e")),0.9429)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Healed", "Sealed")),0.8889)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Healed", "Healthy")),0.8476)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Healed", "Heard")),0.8756)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity( "Healed", "Help")),.8000)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Healed", "Sold")),0.6111)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity( "Healed", "Help")),0.8000)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Sam Chapman", "S Chapman")),0.8288) #0.8455
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("John Smith", "Samuel John Chapman")),0.5945)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("John Smith", "Sam Chapman")),0.4131)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("John Smith", "Sam J Chapman")),0.4949)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("John Smith", "S Chapman")),0.4333)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Web Database Applications with PHP & MySQL")),0.9190)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Creating Database Web Applications with PHP and ASP")),0.6901)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Building Database Applications on the Web Using PHP3")),0.6353)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Building Web Database Applications with Visual Studio 6")),0.6582)
smart_match.set_params(boost_threshold=0.6)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity('abcdefgh', 'abehc')), 0.7467)
self.assertAlmostEqual(float('%.4f' %smart_match.similarity("Healed", "Herded")),0.7556)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Database Applications",
"Web Application Development With PHP")),0.7786) # 0.631
def test_jaro_similarity1(self):
self.assertAlmostEqual(smart_match.similarity('ABC', 'CBA'),
0.5555555555555555)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'hero'), 0.6)
self.assertEqual(float('%.4f' %smart_match.similarity("test string1", "test string2")), 0.9167)
self.assertEqual(smart_match.similarity("", "test string2"),0.0000)
self.assertEqual(smart_match.similarity( "aaa bbb ccc ddd", "aaa bbb ccc eee"),0.8000)
self.assertEqual(float('%.4f' %smart_match.similarity("aaa bbb", "aaa aaa")),0.5714)
self.assertEqual(float('%.4f' %smart_match.similarity("aaa", "aaa aaa")),0.4286)
self.assertEqual(float('%.4f' %smart_match.similarity("a b c d", "a b c e")),0.8571)
self.assertEqual(float('%.4f' %smart_match.similarity("uxyw", "uyxw")),0.7500)
self.assertEqual(float('%.4f' %smart_match.similarity("uxaayw", "uyxw")),0.3333)
self.assertEqual(float('%.4f' %smart_match.similarity("transpose", "tranpsose")),0.8889)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Sealed")),0.8333)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Healthy")),0.5714)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Heard")),0.6667)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Herded")),0.6667)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Help")),0.5000)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Sold")),0.3333)
self.assertEqual(float('%.4f' %smart_match.similarity("Healed", "Help")),0.5000)
self.assertEqual(float('%.4f' %smart_match.similarity("Sam J Chapman", "Samuel John Chapman")),0.6842)
self.assertEqual(float('%.4f' %smart_match.similarity("Sam Chapman", "S Chapman")),0.8182)
self.assertEqual(float('%.4f' %smart_match.similarity("John Smith", "Samuel John Chapman")),0.2632)
self.assertEqual(float('%.4f' %smart_match.similarity("John Smith", "Sam Chapman")),0.0000)
self.assertEqual(float('%.4f' %smart_match.similarity("John Smith", "Sam J Chapman")),0.0769)
self.assertEqual(float('%.4f' %smart_match.similarity("John Smith", "S Chapman")),0.1000)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Web Database Applications with PHP & MySQL")),0.5952)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Creating Database Web Applications with PHP and ASP")),0.4510)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Building Database Applications on the Web Using PHP3")),0.4231)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Building Web Database Applications with Visual Studio 6")),0.4545)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Web Application Development With PHP")),0.2500)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection")),
0.2874)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"Structural Assessment: The Role of Large and Full-Scale Testing")),0.1587)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Database Applications",
"How to Find a Scholarship Online")),0.1562)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"Web Database Applications with PHP & MySQL")),0.3571)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"Creating Database Web Applications with PHP and ASP")),0.2941)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"Building Database Applications on the Web Using PHP3")),0.2500)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"Building Web Database Applications with Visual Studio 6")),0.2727)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"Web Application Development With PHP")),0.3889)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection")),
0.1724)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"Structural Assessment: The Role of Large and Full-Scale Testing")),0.1111)
self.assertEqual(float('%.4f' %smart_match.similarity("Web Aplications",
"How to Find a Scholarship Online")),0.1875)
self.assertEqual(float('%.4f' %smart_match.similarity( "uxyw", "")),0.0000)
def test_jaro_similarity4(self):
self.assertAlmostEqual(
smart_match.similarity('AABABCAAAC', 'ABAACBAAAC'),
0.9333333333333332)
def test_jaro_similarity3(self):
self.assertAlmostEqual(smart_match.similarity('CRATE', 'TRACE'),
0.7333333333333334)
def test_similarity(self):
self.assertAlmostEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.8666666666666667)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('hello', 'hero'), 0.5669467095138409)
smart_match.set_params(level='term')
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string2'), 0.5)
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'), 0.7071067811865475)
self.assertAlmostEqual(smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.75)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b c e'), 0.75)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b e f'), 0.5)
self.assertAlmostEqual(smart_match.similarity('a b c', 'a b c e f g'), 0.7071067811865476)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sealed'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Healthy'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Heard'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Help'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sold'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Help'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'), 0.33333333333333337)
self.assertAlmostEqual(smart_match.similarity('Sam Chapman', 'S Chapman'), 0.4999999999999999)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Samuel John Chapman'), 0.40824829046386296)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Sam Chapman'), 0.0)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'Sam J Chapman'), 0.0)
self.assertAlmostEqual(smart_match.similarity('John Smith', 'S Chapman'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'Web Database Applications with PHP & MySQL'), 0.6546536707079772)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'Creating Database Web Applications with PHP and ASP'),
0.6123724356957945)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.6123724356957945)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'Building Web Database Applications with Visual Studio 6'),
0.6123724356957945)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'Web Application Development With PHP'), 0.2581988897471611)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'WebRAD: Building Database Applications on the'
' Web with Visual FoxPro and Web Connection'), 0.5962847939999439)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing')
, 0.0)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'), 0.0)
self.assertAlmostEqual(smart_match.similarity('Web Aplications',
'Web Database Applications with PHP & MySQL'), 0.26726124191242434)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('hello', 'helo'), 0.8)
def test_similarity(self):
self.assertEqual(smart_match.similarity('12211', '11111'), 0.6)
self.assertEqual(smart_match.similarity('hello', 'heool'), 0.4)
def test_jaro_similarity1(self):
self.assertAlmostEqual(smart_match.similarity('ABC','CBA'), 0.5555555555555555)
self.assertAlmostEqual(smart_match.similarity('CRATE','TRACE'), 0.7333333333333334)
self.assertAlmostEqual(smart_match.similarity('CRATE','TRACE'), 0.7333333333333334)
self.assertAlmostEqual(smart_match.similarity('AABABCAAAC', 'ABAACBAAAC'), 0.9333333333333332)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('GGTTGACTA', 'TGTTACGG'),
0.3125)
smart_match.set_params(gap=-2, match=3, mismatch=-3)
self.assertAlmostEqual(smart_match.similarity('GGTTGACTA', 'TGTTACGG'),
0.2916666666666667)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('hello', 'helo'), 0.8)
self.assertAlmostEqual(smart_match.similarity('abcd', 'abce'), 0.6)
self.assertAlmostEqual(smart_match.similarity('abcd', 'abef'),
0.3333333333333333)
self.assertAlmostEqual(smart_match.similarity('abc', 'abcefg'), 0.5)
self.assertAlmostEqual(smart_match.similarity('abbcc', 'abcefg'),
0.375)
smart_match.set_params(level='term')
self.assertAlmostEqual(
smart_match.similarity('test string1', 'test string2'),
0.3333333333333333)
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'),
0.5)
self.assertAlmostEqual(smart_match.similarity('', 'test string2'), 0)
self.assertAlmostEqual(
smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.6)
self.assertAlmostEqual(
smart_match.similarity('aaa bbb ccc ddd aaa bbb ccc ddd',
'aaa bbb ccc eee'), 0.3333333333333333)
self.assertAlmostEqual(
smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),
0.2)
self.assertAlmostEqual(
smart_match.similarity('Sam Chapman', 'S Chapman'),
0.3333333333333333)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Samuel John Chapman'), 0.25)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Sam Chapman'), 0)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Sam J Chapman'), 0)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'S Chapman'), 0)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Web Database Applications with PHP & MySQL'),
0.42857142857142855)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Creating Database Web Applications with PHP and ASP'), 0.3750)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.3750)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Building Web Database Applications with Visual Studio 6'),
0.3750)
self.assertAlmostEqual(
smart_match.similarity('Web Database Applications',
'Web Application Development With PHP'),
0.14285714285714285)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.23076923076923078)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0)
self.assertAlmostEqual(
smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'), 0)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Web Database Applications with PHP & MySQL'), 0.1250)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Creating Database Web Applications with PHP and ASP'),
0.1111111111111111)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Building Database Applications on the Web Using PHP3'),
0.1111111111111111)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Building Web Database Applications with Visual Studio 6'),
0.1111111111111111)
self.assertAlmostEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.16666666666666666)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.07142857142857142)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0)
self.assertAlmostEqual(
smart_match.similarity('Web Aplications',
'How to Find a Scholarship Online'), 0)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b c e'),
0.6)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b e f'),
0.3333333333333333)
self.assertAlmostEqual(smart_match.similarity('a b c', 'a b c e f g'),
0.5)
self.assertAlmostEqual(
smart_match.similarity('a b b c c', 'a b c e f g'), 0.375)
smart_match.set_params(level='char')
self.assertAlmostEqual(
smart_match.similarity(('test', None), ('test', 'string2')),
0.3333333333333333)
def test_similarity(self):
smart_match.set_params(level='term')
self.assertAlmostEqual(smart_match.similarity('hello', 'hero'), 0.0)
self.assertAlmostEqual(smart_match.similarity('hello', 'ehllo'),0.0)
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string2'), 0.5)
self.assertAlmostEqual(smart_match.similarity('test','test string2'),0.5527864045000421)
self.assertAlmostEqual(smart_match.similarity('','test string2'),0.2928932188134524)
self.assertAlmostEqual(smart_match.similarity('aaa bbb ccc ddd','aaa bbb ccc eee'),0.75)
self.assertAlmostEqual(smart_match.similarity('a b c d','a b c e'),0.75)
self.assertAlmostEqual(smart_match.similarity('a b c d','a b c e f'),0.7294991095997703)
self.assertAlmostEqual(smart_match.similarity('a b c d','a b e f'),0.6464466094067263)
self.assertAlmostEqual(smart_match.similarity('a b c','a b c e f g'),0.7418011102528389)
self.assertAlmostEqual(smart_match.similarity('a b b c c','a b c e f g'),0.7137008328430658)
self.assertAlmostEqual(smart_match.similarity('Healed','Sealed'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','Healthy'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','Heard'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','Herded'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','Help'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','Sold'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','Help'),0.0)
self.assertAlmostEqual(smart_match.similarity('Healed','So'),0.0)
self.assertAlmostEqual(smart_match.similarity('Sam J Chapman','Samuel John Chapman'),0.5285954792089682)
self.assertAlmostEqual(smart_match.similarity('Sam Chapman','S Chapman'),0.5)
self.assertAlmostEqual(smart_match.similarity('John Smith','Samuel John Chapman'),0.5196155385847385)
self.assertAlmostEqual(smart_match.similarity('John Smith','Sam Chapman'),0.29289321881345254)
self.assertAlmostEqual(smart_match.similarity('John Smith','Sam J Chapman'),0.3798263270539577)
self.assertAlmostEqual(smart_match.similarity('John Smith','S Chapman'),0.29289321881345254)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Web Database Applications with PHP & MySQL'),0.7373871342805549)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Creating Database Web Applications with PHP and ASP'),0.7382880387048931)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Building Database Applications on the Web Using PHP3'),0.7382880387048931)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Building Web Database Applications with Visual Studio 6'),0.7382880387048931)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Web Application Development With PHP'),0.5799159747915972)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'),0.7629772684300113)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','Structural Assessment: The Role of Large and Full-Scale Testing'),0.6348516283298893)
self.assertAlmostEqual(smart_match.similarity('Web Database Applications','How to Find a Scholarship Online'),0.5527864045000421)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','Web Database Applications with PHP & MySQL'),0.6365781078441844)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','Creating Database Web Applications with PHP and ASP'),0.6570028297149824)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','Building Database Applications on the Web Using PHP3'),0.6570028297149824)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','Web Application Development With PHP'),0.5847726007313001)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'),0.7258750126848699)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','Structural Assessment: The Role of Large and Full-Scale Testing'),0.6402615329077492)
self.assertAlmostEqual(smart_match.similarity('Web Aplications','How to Find a Scholarship Online'),0.5527864045000421)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'hero'), 0.75)
smart_match.set_params(level='term')
self.assertAlmostEqual(
smart_match.similarity('test string1', 'test string2'), 0.5)
self.assertEqual(
smart_match.similarity("aaa bbb ccc ddd", "aaa bbb ccc eee"),
0.7500)
self.assertEqual(
smart_match.similarity("aaa bbb ccc ddd aaa bbb ccc ddd",
"aaa bbb ccc eee"), 0.7500)
self.assertEqual(smart_match.similarity("a b c d", "a b c e"), 0.7500)
self.assertEqual(smart_match.similarity("a b c d", "a b e f"), 0.5000)
self.assertEqual(smart_match.similarity("a b c", "a b c e f g"),
1.0000)
self.assertEqual(smart_match.similarity("a b b c c", "a b c e f g"),
1.0000)
self.assertEqual(smart_match.similarity("Healed", "Sealed"), 0.0000)
self.assertEqual(smart_match.similarity("Healed", "Healthy"), 0.0000)
self.assertEqual(smart_match.similarity("Healed", "Heard"), 0.0000)
self.assertEqual(smart_match.similarity("Healed", "Herded"), 0.0000)
self.assertEqual(smart_match.similarity("Healed", "Help"), 0.0000)
self.assertEqual(smart_match.similarity("Healed", "Sold"), 0.0000)
self.assertEqual(smart_match.similarity("Healed", "Help"), 0.0000)
self.assertEqual(
float('%.4f' % smart_match.similarity(
"Sam J Chapman", "Samuel John Chapman")), 0.3333)
self.assertEqual(smart_match.similarity("Sam Chapman", "S Chapman"),
0.5000)
self.assertEqual(
smart_match.similarity("John Smith", "Samuel John Chapman"),
0.5000)
self.assertEqual(smart_match.similarity("John Smith", "Sam Chapman"),
0.0000)
self.assertEqual(smart_match.similarity("John Smith", "Sam J Chapman"),
0.0000)
self.assertEqual(smart_match.similarity("John Smith", "S Chapman"),
0.0000)
self.assertEqual(
smart_match.similarity(
"Web Database Applications",
"Web Database Applications with PHP & MySQL"), 1.0000)
self.assertEqual(
smart_match.similarity(
"Web Database Applications",
"Creating Database Web Applications with PHP and ASP"), 1.0000)
self.assertEqual(
smart_match.similarity(
"Web Database Applications",
"Building Database Applications on the Web Using PHP3"),
1.0000)
self.assertEqual(
smart_match.similarity(
"Web Database Applications",
"Building Web Database Applications with Visual Studio 6"),
1.0000)
self.assertEqual(
float('%.4f' % smart_match.similarity(
"Web Database Applications",
"Web Application Development With PHP")), 0.3333)
self.assertEqual(
smart_match.similarity(
"Web Database Applications",
"WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection"
), 1.0000)
self.assertEqual(
smart_match.similarity(
"Web Database Applications",
"Structural Assessment: The Role of Large and Full-Scale Testing"
), 0.0000)
self.assertEqual(
smart_match.similarity("Web Database Applications",
"How to Find a Scholarship Online"), 0.0000)
self.assertEqual(
smart_match.similarity(
"Web Aplications",
"Web Database Applications with PHP & MySQL"), 0.5000)
self.assertEqual(
smart_match.similarity(
"Web Aplications",
"Creating Database Web Applications with PHP and ASP"), 0.5000)
self.assertEqual(
smart_match.similarity(
"Web Aplications",
"Building Database Applications on the Web Using PHP3"),
0.5000)
self.assertEqual(
smart_match.similarity(
"Web Aplications",
"Building Web Database Applications with Visual Studio 6"),
0.5000)
self.assertEqual(
smart_match.similarity("Web Aplications",
"Web Application Development With PHP"),
0.5000)
self.assertEqual(
smart_match.similarity(
"Web Aplications",
"WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection"
), 0.5000)
self.assertEqual(
smart_match.similarity(
"Web Aplications",
"Structural Assessment: The Role of Large and Full-Scale Testing"
), 0.0000)
self.assertEqual(
smart_match.similarity("Web Aplications",
"How to Find a Scholarship Online"), 0.0000)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('hello', 'helo'), 1)
self.assertAlmostEqual(smart_match.similarity('hello', 'hero'), 0.6)
self.assertAlmostEqual(
smart_match.similarity('hello world', 'hello world hello world'),
1)
smart_match.set_params(level='term')
self.assertAlmostEqual(
float('%.4f' %
smart_match.similarity('test string1', 'test string2')),
0.3333)
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'),
0.5000)
self.assertAlmostEqual(smart_match.similarity('', 'test string2'),
0.0000)
self.assertAlmostEqual(
smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'),
0.6000)
self.assertAlmostEqual(
smart_match.similarity('aaa bbb ccc ddd aaa bbb ccc ddd',
'aaa bbb ccc eee'), 0.6000)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b c e'),
0.6000)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity('a b c d', 'a b e f')),
0.3333)
self.assertAlmostEqual(smart_match.similarity('a b c ', 'a b c e f g'),
0.5000)
self.assertAlmostEqual(
smart_match.similarity('a b b c c', 'a b c e f g'), 0.5000)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sealed'),
0.0000)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Healthy'),
0.0000)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Heard'),
0.0000)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Herded'),
0.0000)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Help'),
0.0000)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sold'),
0.0000)
self.assertAlmostEqual(
smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),
0.2000)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity('Sam Chapman', 'S Chapman')),
0.3333)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Samuel John Chapman'),
0.2500)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Sam Chapman'), 0.0000)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Sam J Chapman'), 0.0000)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'S Chapman'), 0.0000)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity(
'Web Database Applications',
'Web Database Applications with PHP & MySQL')), 0.4286)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Creating Database Web Applications with PHP and ASP'), 0.3750)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.3750)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Building Web Database Applications with Visual Studio 6'),
0.3750)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity(
'Web Database Applications',
'Web Application Development With PHP')), 0.1429)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.2500)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.0000)
self.assertAlmostEqual(
smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'), 0.0000)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity(
'Web Applications',
'Web Database Applications with PHP & MySQL')), 0.2857)
self.assertAlmostEqual(
smart_match.similarity(
'Web Applications',
'Creating Database Web Applications with PHP and ASP'), 0.2500)
self.assertAlmostEqual(
smart_match.similarity(
'Web Applications',
'Building Database Applications on the Web Using PHP3'),
0.2500)
self.assertAlmostEqual(
smart_match.similarity(
'Web Applications',
'Building Web Database Applications with Visual Studio 6'),
0.2500)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity(
'Web Applications', 'Web Application Development With PHP')),
0.1667)
self.assertAlmostEqual(
float('%.4f' % smart_match.similarity(
'Web Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
)), 0.1667)
self.assertAlmostEqual(
smart_match.similarity(
'Web Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.0000)
self.assertAlmostEqual(
smart_match.similarity('Web Applications',
'How to Find a Scholarship Online'), 0.0000)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('hello', 'hero'),
0.5669467095138409)
def test_similarity(self):
self.assertAlmostEqual(float('%.4f' % smart_match.similarity('test', 'test string1')), .5774)
smart_match.set_params(level='term')
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("test string1", "test string2")), 0.5000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("test", "test string2")), 0.7071)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("", "test string2")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("aaa bbb ccc ddd", "aaa bbb ccc eee")), 0.7500)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("aaa bbb ccc ddd aaa bbb ccc ddd", "aaa bbb ccc eee")), 0.7500)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("a b c d", "a b c e")), 0.7500)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("a b c d", "a b e f")), 0.5000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("a b c", "a b c e f g")), 0.7071)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("a b b c c", "a b c e f g")), 0.7071)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Sealed")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Healthy")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Heard")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Herded")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Help")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Sold")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Healed", "Help")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Sam J Chapman", "Samuel John Chapman")), 0.3333)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Sam Chapman", "S Chapman")), 0.5000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("John Smith", "Samuel John Chapman")), 0.4082)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("John Smith", "Sam Chapman")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("John Smith", "Sam J Chapman")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("John Smith", "S Chapman")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Database Applications","Web Database Applications with PHP & MySQL")), 0.6547)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Database Applications","Creating Database Web Applications with PHP and ASP")), 0.6124)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Database Applications","Structural Assessment: The Role of Large and Full-Scale Testing")), 0.0000)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Database Applications","Web Application Development With PHP")), 0.2582)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Aplications","Web Application Development With PHP")), 0.3162)
self.assertAlmostEqual(float('%.4f' % smart_match.similarity("Web Aplications","Web Database Applications with PHP & MySQL")), 0.2673)
def test_similarity(self):
self.assertAlmostEqual(smart_match.similarity('hello', 'hero'), 0.6666666666666667)
self.assertAlmostEqual(smart_match.similarity('hello', 'ehllo'), 1)
self.assertAlmostEqual(smart_match.similarity("Healed", "Sealed"), 0.8333333333333334)
self.assertAlmostEqual(smart_match.similarity("Healed", "Healthy"), 0.6153846153846154)
self.assertAlmostEqual(smart_match.similarity("Healed", "Heard"), 0.7272727272727272)
self.assertAlmostEqual(smart_match.similarity("Healed", "Herded"), 0.6666666666666666)
self.assertAlmostEqual(smart_match.similarity("Healed", "Help"), 0.6)
self.assertAlmostEqual(smart_match.similarity("Healed", "Sold"), 0.4)
self.assertAlmostEqual(smart_match.similarity("Healed", "Help"), 0.6)
smart_match.set_params(level='term')
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string1'), 1)
self.assertAlmostEqual(smart_match.similarity('test string1', 'test string2'), 0.5)
self.assertAlmostEqual(smart_match.similarity("test", "test string2"), 0.6666666666666667)
self.assertAlmostEqual(smart_match.similarity("", "test string2"), 0)
self.assertAlmostEqual(smart_match.similarity("aaa bbb ccc ddd", "aaa bbb ccc eee"), 0.75)
self.assertAlmostEqual(smart_match.similarity("aaa bbb", "aaa aaa"), 0.5)
self.assertAlmostEqual(smart_match.similarity("aaa", "aaa aaa"), 0.6666666666666667)
self.assertAlmostEqual(smart_match.similarity("a b c d", "a b c e"), 0.7500)
self.assertAlmostEqual(smart_match.similarity("a b c d", "a b e f"), 0.5000)
self.assertAlmostEqual(smart_match.similarity("a b c", "a b c e f g"), 0.6666666666666667)
self.assertAlmostEqual(smart_match.similarity("a b b c c", "a b c e f g"), 0.5454545454545454)
smart_match.set_params(level='char')
self.assertAlmostEqual(smart_match.similarity(["test", ""], ["test", "string2"]), 0.5)
self.assertAlmostEqual(smart_match.similarity([], ["test", "string2"]), 0.0)
def test_jaro_similarity1(self):
self.assertAlmostEqual(smart_match.similarity('ABC', 'CBA'),
0.5555555555555555)
self.assertAlmostEqual(smart_match.similarity('CRATE', 'TRACE'),
0.7333333333333334)
self.assertAlmostEqual(smart_match.similarity('CRATE', 'TRACE'),
0.7333333333333334)
self.assertAlmostEqual(
smart_match.similarity('AABABCAAAC', 'ABAACBAAAC'),
0.9333333333333332)
self.assertAlmostEqual(smart_match.similarity('\0\0\0\0', ''),
0.0000000000000000)
self.assertAlmostEqual(smart_match.similarity('He0ll0o', 'Hel00lo'),
0.9047619047619048)
self.assertAlmostEqual(
smart_match.similarity("He\0ll\0o", "Hel\0\0lo"),
0.9047619047619048)
self.assertAlmostEqual(smart_match.similarity('0000', '000000'),
0.8888888888888888)
self.assertAlmostEqual(smart_match.similarity('H0000', '\0000000'),
0.8666666666666667)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('MARTHA', 'MARHTA'))),
0.9444)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('DWAYNE', 'DUANE'))),
0.8222)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('DIXON', 'DICKSONX'))),
0.7667)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('OZYMANDIAS', 'MARCUS'))),
0.6000)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('OZYMANDIAS', ''))), 0.000)
self.assertAlmostEqual(
float("%.4f" %
(smart_match.similarity('test string1', 'test string2'))),
0.9444)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity("test string1", "Sold"))),
0.0000)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity("test", "test string2"))),
0.7778)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity("", "test string2"))),
0.0000)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"aaa bbb ccc ddd", "aaa bbb ccc eee"))), 0.8667)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('a b c d', 'a b c e'))),
0.9048)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity("Healed", "Sealed"))),
0.8889)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('Healed', 'Healthy'))),
0.7460)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('Healed', 'Heard'))),
0.8222)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity('Healed', 'Help'))), 0.7500)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity("test", "test string2"))),
0.7778)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity("Healed", "Sold"))), 0.6111)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Sam J Chapman", "Samuel John Chapman"))), 0.7922)
self.assertAlmostEqual(
float("%.4f" %
(smart_match.similarity("Sam Chapman", "S Chapman"))),
0.8098)
self.assertAlmostEqual(
float(
"%.4f" %
(smart_match.similarity("John Smith", "Samuel John Chapman"))),
0.5945)
self.assertAlmostEqual(
float("%.4f" %
(smart_match.similarity("John Smith", "Sam Chapman"))),
0.4131)
self.assertAlmostEqual(
float("%.4f" %
(smart_match.similarity("John Smith", "Sam J Chapman"))),
0.4949)
self.assertAlmostEqual(
float("%.4f" %
(smart_match.similarity("John Smith", "S Chapman"))), 0.4333)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"Web Database Applications with PHP & MySQL"))), 0.8651)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"Creating Database Web Applications with PHP and ASP"))),
0.6901)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"Building Database Applications on the Web Using PHP3"))),
0.6353)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"Building Web Database Applications with Visual Studio 6"))),
0.6582)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"Web Application Development With PHP"))), 0.6310)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection"
))), 0.6291)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Database Applications",
"Structural Assessment: The Role of Large and Full-Scale Testing"
))), 0.4751)
self.assertAlmostEqual(
float(
"%.4f" %
(smart_match.similarity("Web Database Applications",
"How to Find a Scholarship Online"))),
0.4882)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications",
"Web Database Applications with PHP & MySQL"))), 0.6635)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications",
"Creating Database Web Applications with PHP and ASP"))),
0.5980)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications",
"Building Database Applications on the Web Using PHP3"))),
0.5675)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications",
"Building Web Database Applications with Visual Studio 6"))),
0.5909)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications", "Web Application Development With PHP"))),
0.7741)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications",
"WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection"
))), 0.6352)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications",
"Structural Assessment: The Role of Large and Full-Scale Testing"
))), 0.4751)
self.assertAlmostEqual(
float("%.4f" % (smart_match.similarity(
"Web Aplications", "How to Find a Scholarship Online"))),
0.4931)
def test_similarity(self):
self.assertEqual(smart_match.similarity('hello', 'hero'), 0.75)
smart_match.set_params(level='term')
self.assertAlmostEqual(
smart_match.similarity('test string1', 'test string2'), 0.5)
def test_similarity(self):
self.assertAlmostEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.8666666666666667)
self.assertAlmostEqual(smart_match.similarity('', 'eee'), 0)
self.assertAlmostEqual(smart_match.similarity('aaa', 'eee'), 0)
self.assertAlmostEqual(smart_match.similarity('eee', 'aaa'), 0)
self.assertAlmostEqual(smart_match.similarity('ddd', 'aaa'), 0)
self.assertAlmostEqual(smart_match.similarity('aaa', 'ddd'), 0)
self.assertAlmostEqual(
smart_match.similarity('test string1', 'test string2'),
0.9166666666666666)
self.assertAlmostEqual(smart_match.similarity('test', 'test string2'),
1)
self.assertAlmostEqual(smart_match.similarity('', 'test string2'), 0)
self.assertAlmostEqual(
smart_match.similarity('aaa bbb ccc ddd', 'aaa bbb ccc eee'), 0.8)
self.assertAlmostEqual(smart_match.similarity('a b c d', 'a b c e'),
0.8571428571428571)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sealed'),
0.8333333333333334)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Healthy'),
0.6666666666666666)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Heard'), 0.6)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Hearded'),
0.5666666666666667)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Help'), 0.5)
self.assertAlmostEqual(smart_match.similarity('Healed', 'Sold'), 0.25)
self.assertAlmostEqual(
smart_match.similarity('Sam J Chapman', 'Samuel John Chapman'),
0.7846153846153846)
self.assertAlmostEqual(
smart_match.similarity('Sam Chapman', 'S Chapman'),
0.8888888888888888)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Samuel John Chapman'), 0.5)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Sam Chapman'), 0.1)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'Sam J Chapman'), 0.1)
self.assertAlmostEqual(
smart_match.similarity('John Smith', 'S Chapman'),
0.1111111111111111)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Web Database Applications with PHP & MySQL'), 1)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Creating Database Web Applications with PHP and ASP'), 0.8160)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Building Database Applications on the Web Using PHP3'),
0.8800)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Building Web Database Applications with Visual Studio 6'), 1)
self.assertAlmostEqual(
smart_match.similarity('Web Database Applications',
'Web Application Development With PHP'),
0.496)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.88)
self.assertAlmostEqual(
smart_match.similarity(
'Web Database Applications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.096)
self.assertAlmostEqual(
smart_match.similarity('Web Database Applications',
'How to Find a Scholarship Online'), 0.08)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Web Database Applications with PHP & MySQL'), 0.76)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Creating Database Web Applications with PHP and ASP'),
0.9333333333333333)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Building Database Applications on the Web Using PHP3'),
0.7333333333333333)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Building Web Database Applications with Visual Studio 6'),
0.76)
self.assertAlmostEqual(
smart_match.similarity('Web Aplications',
'Web Application Development With PHP'),
0.8666666666666666)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'WebRAD: Building Database Applications on the Web with Visual FoxPro and Web Connection'
), 0.7333333333333333)
self.assertAlmostEqual(
smart_match.similarity(
'Web Aplications',
'Structural Assessment: The Role of Large and Full-Scale Testing'
), 0.1333333333333333)
self.assertAlmostEqual(
smart_match.similarity('Web Aplications',
'How to Find a Scholarship Online'),
0.1333333333333333)
def test_similarity(self):
self.assertEqual(
smart_match.similarity(['Hello', 'world'], ['Hero', 'world']), 0.8)