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390 lines (357 loc) · 12.1 KB
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"""
----------------------------------------------------------------------
Authors: Jan-Justin van Tonder
----------------------------------------------------------------------
Unit tests for the Verify Text module.
----------------------------------------------------------------------
"""
import pytest
from hutts_verification.verification.text_verify import TextVerify
def test_verify_blank():
"""
Tests the verify function with blank args.
"""
verifier = TextVerify()
assert verifier.verify({}, {}) == (False, 0.0)
def test_verify_default():
"""
Tests the return value of the verify function with default args.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': '####################################',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info) == (True, 87.5)
def test_verify_default_no_match():
"""
Tests the return value of the verify function with default args.
In this case we expect a 0% match.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '####################################',
'surname': '####################################',
'names': '####################################',
'sex': '####################################',
'date_of_birth': '####################################',
'country_of_birth': '####################################',
'status': '####################################',
'nationality': '####################################'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info) == (False, 0.0)
def test_verify_default_half_match():
"""
Tests the return value of the verify function with default args.
In this case we expect a 50% match.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '####################################',
'country_of_birth': '####################################',
'status': '####################################',
'nationality': '####################################'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info) == (False, 50.0)
def test_verify_default_full_match():
"""
Tests the return value of the verify function with default args.
In this case we expect a 100% match.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info) == (True, 100.0)
def test_verify_threshold():
"""
Tests the return value of the verify function with a specified threshold arg.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': '####################################',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info, threshold=90.0) == (False, 87.5)
def test_verify_min_matches():
"""
Tests the return value of the verify function with a specified minimum number of matches arg.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'not valid': '####################################',
'not legit': '####################################',
'not gonna work': '####################################',
'try again': '####################################'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info, min_matches=6) == (False, 0.0)
def test_verify_verbose_1():
"""
Tests the return value of the verify function with a specified verbose arg.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Door',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'GRSAGT',
'status': 'Cytyziny',
'nationality': 'RSA'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
'nationality': 'RSA'
}
assert verifier.verify(extracted_info, verifier_info, verbose=True) == (True, {
'identity_number': {
'match_percentage': 100.0,
'verifier_field_value': '7101135111011',
'extracted_field_value': '7101135111011'
},
'surname': {
'match_percentage': 57.14,
'verifier_field_value': 'Doe',
'extracted_field_value': 'Door'
},
'names': {
'match_percentage': 100.0,
'verifier_field_value': 'John-Michael Robert',
'extracted_field_value': 'John-Michael Robert'
},
'sex': {
'match_percentage': 100.0,
'verifier_field_value': 'M',
'extracted_field_value': 'M'
},
'date_of_birth': {
'match_percentage': 100.0,
'verifier_field_value': '71-01-13',
'extracted_field_value': '71-01-13'
},
'country_of_birth': {
'match_percentage': 66.67,
'verifier_field_value': 'RSA',
'extracted_field_value': 'GRSAGT'
},
'status': {
'match_percentage': 53.33,
'verifier_field_value': 'Citizen',
'extracted_field_value': 'Cytyziny'
},
'nationality': {
'match_percentage': 100.0,
'verifier_field_value': 'RSA',
'extracted_field_value': 'RSA'
},
'total': 84.64
})
def test_verify_verbose_2():
"""
Tests the return value of the verify function with a specified verbose arg.
"""
verifier = TextVerify()
extracted_info = {
'identity_number': '7101135111011',
'surname': 'Door',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'GRSAGT',
'nationality': 'RSA'
}
verifier_info = {
'identity_number': '7101135111011',
'surname': 'Doe',
'names': 'John-Michael Robert',
'sex': 'M',
'date_of_birth': '71-01-13',
'country_of_birth': 'RSA',
'status': 'Citizen',
}
assert verifier.verify(extracted_info, verifier_info, verbose=True) == (True, {
'identity_number': {
'match_percentage': 100.0,
'verifier_field_value': '7101135111011',
'extracted_field_value': '7101135111011'
},
'surname': {
'match_percentage': 57.14,
'verifier_field_value': 'Doe',
'extracted_field_value': 'Door'
},
'names': {
'match_percentage': 100.0,
'verifier_field_value': 'John-Michael Robert',
'extracted_field_value': 'John-Michael Robert'
},
'sex': {
'match_percentage': 100.0,
'verifier_field_value': 'M',
'extracted_field_value': 'M'
},
'date_of_birth': {
'match_percentage': 100.0,
'verifier_field_value': '71-01-13',
'extracted_field_value': '71-01-13'
},
'country_of_birth': {
'match_percentage': 66.67,
'verifier_field_value': 'RSA',
'extracted_field_value': 'GRSAGT'
},
'status': {
'match_percentage': None,
'verifier_field_value': 'Citizen',
'extracted_field_value': None
},
'nationality': {
'match_percentage': None,
'verifier_field_value': None,
'extracted_field_value': 'RSA'
},
'total': 87.3
})
def test_verify_invalid_arg_extracted_1():
"""
Tests to see if the verify function raises the correct exception for an invalid extracted arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify('not quite', {})
def test_verify_invalid_arg_extracted_2():
"""
Tests to see if the verify function raises the correct exception for an invalid extracted arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify({'identity_number': 1234}, {'identity_number': '7101135111011'})
def test_verify_invalid_arg_verifier_1():
"""
Tests to see if the verify function raises the correct exception for an invalid verifier arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify({}, 'does not seem legit')
def test_verify_invalid_arg_verifier_2():
"""
Tests to see if the verify function raises the correct exception for an invalid verifier arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify({'names': 'John Legit'}, {'names': ['not', 'John', 'legit']})
def test_verify_invalid_arg_threshold():
"""
Tests to see if the verify function raises the correct exception for an invalid threshold arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify({}, {}, threshold=['nope'])
def test_verify_invalid_arg_min_matches():
"""
Tests to see if the verify function raises the correct exception for an invalid min_matches arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify({}, {}, min_matches=['nope again'])
def test_verify_invalid_arg_verbose():
"""
Tests to see if the verify function raises the correct exception for an invalid verbose arg.
"""
verifier = TextVerify()
with pytest.raises(TypeError):
verifier.verify({}, {}, verbose='nah fam')