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#!/usr/bin/env python
# This code is part of the Biopython distribution and governed by its
# license. Please see the LICENSE file that should have been included
# as part of this package.
# Remove unittest2 import after dropping support for Python2.6
import sys
from Bio import pairwise2
from Bio.SubsMat.MatrixInfo import blosum62
if sys.version_info < (2, 7):
try:
import unittest2 as unittest
except ImportError:
from Bio import MissingPythonDependencyError
raise MissingPythonDependencyError("Under Python 2.6 this test needs "
"the unittest2 library")
else:
import unittest
class TestPairwiseErrorConditions(unittest.TestCase):
"""Test several error conditions"""
def test_function_name(self):
"""Test for wrong function names"""
# Function name pattern must be globalXX or localXX
self.assertRaises(AttributeError, lambda: pairwise2.align.globalxxx)
self.assertRaises(AttributeError, lambda: pairwise2.align.localxxx)
self.assertRaises(AttributeError, lambda: pairwise2.align.glocalxx)
# First X must be from (x, m, d, c), second from (x, s, d, c)
self.assertRaises(AttributeError, lambda: pairwise2.align.globalax)
self.assertRaises(AttributeError, lambda: pairwise2.align.globalxa)
def test_function_parameters(self):
"""Test for number of parameteres"""
# globalxx takes two parameters
self.assertRaises(TypeError, pairwise2.align.globalxx, 'A')
# matrix_only is no keyword argument
self.assertRaises(TypeError, pairwise2.align.globalxx, 'A', 'C',
{'matrix_only': True})
# Both sequences must be either strings or lists
self.assertRaises(TypeError, pairwise2.align.globalxx, 'A', ['C'])
# If both sequences are lists, gap_char must also be set as list
self.assertRaises(TypeError, pairwise2.align.globalxx, ['A'], ['C'])
# If one or both sequences are empty, there is no alignment
alignment = pairwise2.align.globalxx('A', '')
self.assertEqual(alignment, [])
# Gap scores must be negativ
self.assertRaises(ValueError, pairwise2.align.globalxs, 'A', 'C',
5, -1)
self.assertRaises(ValueError, pairwise2.align.globalxs, 'A', 'C',
-5, 1)
# Gap open penalty must be higher than gap extension penalty
self.assertRaises(ValueError, pairwise2.align.globalxs, 'A', 'C',
-1, -5)
class TestPairwiseGlobal(unittest.TestCase):
def test_globalxx_simple(self):
aligns = pairwise2.align.globalxx("GAACT", "GAT")
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GAACT
|||||
G-A-T
Score=3
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GAACT
|||||
GA--T
Score=3
""")
def test_globalxx_simple2(self):
"""Do the same test with sequence order reversed"""
aligns = pairwise2.align.globalxx("GAT", "GAACT")
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
G-A-T
|||||
GAACT
Score=3
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GA--T
|||||
GAACT
Score=3
""")
class TestPairwiseLocal(unittest.TestCase):
def test_localxs(self):
aligns = sorted(pairwise2.align.localxs("AxBx", "zABz", -0.1, 0))
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
-AxBx
|||
zA-Bz
Score=1.9
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
-AxBx
||||
zA-Bz
Score=1.9
""")
def test_localms(self):
"""Two different local alignments"""
aligns = sorted(pairwise2.align.localms("xxxABCDxxx", "zzzABzzCDz", 1,
-0.5, -3, -1))
alignment = pairwise2.format_alignment(*aligns[0])
self.assertEqual(alignment, """\
--xxxABCDxxx
||
zzzABzzCDz--
Score=2
""")
alignment = pairwise2.format_alignment(*aligns[1])
self.assertEqual(alignment, """\
xxxABCDxxx
||
zzzABzzCDz
Score=2
""")
def test_blosum62(self):
"""Test localds with blosum62."""
self.assertEqual(1, blosum62[('K', 'Q')])
self.assertEqual(4, blosum62[('A', 'A')])
self.assertEqual(8, blosum62[('H', 'H')])
alignments = pairwise2.align.localds('VKAHGKKV', 'FQAHCAGV',
blosum62, -4, -4)
for a in alignments:
self.assertEqual(pairwise2.format_alignment(*a),
"VKAHGKKV\n |||\nFQAHCAGV\n Score=13\n")
class TestScoreOnly(unittest.TestCase):
"""Test paramater ``score_only``"""
def test_score_only_global(self):
"""Test ``score_only`` in a global alignment"""
aligns1 = pairwise2.align.globalxx("GAACT", "GAT")
aligns2 = pairwise2.align.globalxx("GAACT", "GAT", score_only=True)
self.assertEqual(aligns1[0][2], aligns2)
def test_score_only_local(self):
"""Test ``score_only`` in a local alignment"""
aligns1 = pairwise2.align.localms("xxxABCDxxx", "zzzABzzCDz", 1, -0.5,
-3, -1)
aligns2 = pairwise2.align.localms("xxxABCDxxx", "zzzABzzCDz", 1, -0.5,
-3, -1, score_only=True)
self.assertEqual(aligns1[0][2], aligns2)
class TestPairwiseOpenPenalty(unittest.TestCase):
def test_match_score_open_penalty1(self):
aligns = pairwise2.align.globalms("AA", "A", 2.0, -1, -0.1, 0)
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
AA
||
-A
Score=1.9
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
AA
||
A-
Score=1.9
""")
def test_match_score_open_penalty2(self):
aligns = pairwise2.align.globalms("GAA", "GA", 1.5, 0, -0.1, 0)
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GAA
|||
G-A
Score=2.9
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GAA
|||
GA-
Score=2.9
""")
def test_match_score_open_penalty3(self):
aligns = pairwise2.align.globalxs("GAACT", "GAT", -0.1, 0)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GAACT
|||||
GA--T
Score=2.9
""")
def test_match_score_open_penalty4(self):
aligns = pairwise2.align.globalms("GCT", "GATA", 1, -2, -0.1, 0)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GC-T-
|||||
G-ATA
Score=1.7
""")
class TestPairwiseExtendPenalty(unittest.TestCase):
def test_extend_penalty1(self):
aligns = pairwise2.align.globalxs("GACT", "GT", -0.5, -0.2)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
G--T
Score=1.3
""")
def test_extend_penalty2(self):
aligns = pairwise2.align.globalxs("GACT", "GT", -1.5, -0.2)
self.assertEqual(len(aligns), 1)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
G--T
Score=0.3
""")
class TestPairwisePenalizeExtendWhenOpening(unittest.TestCase):
def test_penalize_extend_when_opening(self):
aligns = pairwise2.align.globalxs("GACT", "GT", -0.2, -1.5,
penalize_extend_when_opening=1)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
G--T
Score=-1.2
""")
class TestPairwisePenalizeEndgaps(unittest.TestCase):
def test_penalize_end_gaps(self):
aligns = pairwise2.align.globalxs("GACT", "GT", -0.8, -0.2,
penalize_end_gaps=0)
self.assertEqual(len(aligns), 3)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
--GT
Score=1
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
G--T
Score=1
""")
seq1, seq2, score, begin, end = aligns[2]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
GT--
Score=1
""")
def test_penalize_end_gaps2(self):
"""Do the same, but use the generic method (with the same resutlt)"""
aligns = pairwise2.align.globalxs("GACT", "GT", -0.8, -0.2,
penalize_end_gaps=0,
force_generic=True)
self.assertEqual(len(aligns), 3)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
--GT
Score=1
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
G--T
Score=1
""")
seq1, seq2, score, begin, end = aligns[2]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GACT
||||
GT--
Score=1
""")
class TestPairwiseSeparateGapPenalties(unittest.TestCase):
def test_separate_gap_penalties1(self):
aligns = pairwise2.align.localxd("GAT", "GTCT", -0.3, 0, -0.8, 0)
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
G-AT
||||
GTCT
Score=1.7
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GA-T
||||
GTCT
Score=1.7
""")
def test_separate_gap_penalties2(self):
aligns = pairwise2.align.localxd("GAT", "GTCT", -0.5, 0, -0.2, 0)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
GAT--
|||
G-TCT
Score=1.8
""")
class TestPairwiseSeparateGapPenaltiesWithExtension(unittest.TestCase):
def test_separate_gap_penalties_with_extension(self):
aligns = pairwise2.align.localxd(list("GAAT"), list("GTCCT"),
-0.1, 0, -0.1, -0.1, gap_char=["-"])
self.assertEqual(len(aligns), 3)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
['G', '-', 'A', 'A', 'T']
|||||
['G', 'T', 'C', 'C', 'T']
Score=1.9
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
['G', 'A', '-', 'A', 'T']
|||||
['G', 'T', 'C', 'C', 'T']
Score=1.9
""")
seq1, seq2, score, begin, end = aligns[2]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
['G', 'A', 'A', '-', 'T']
|||||
['G', 'T', 'C', 'C', 'T']
Score=1.9
""")
class TestPairwiseMatchDictionary(unittest.TestCase):
match_dict = {
("A", "A"): 1.5,
("A", "T"): 0.5,
("T", "T"): 1.0
}
def test_match_dictionary1(self):
aligns = pairwise2.align.localds("ATAT", "ATT", self.match_dict,
-.5, 0)
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
ATAT
||||
AT-T
Score=3
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
ATAT
|||
ATT-
Score=3
""")
def test_match_dictionary2(self):
aligns = pairwise2.align.localds("ATAT", "ATT", self.match_dict, -1, 0)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
ATAT
|||
ATT-
Score=3
""")
def test_match_dictionary3(self):
aligns = pairwise2.align.localds("ATT", "ATAT", self.match_dict, -1, 0)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
ATT-
|||
ATAT
Score=3
""")
class TestPairwiseOneCharacter(unittest.TestCase):
def test_align_one_char1(self):
aligns = pairwise2.align.localxs("abcde", "c", -0.3, -0.1)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
abcde
|
--c--
Score=1
""")
def test_align_one_char2(self):
aligns = pairwise2.align.localxs("abcce", "c", -0.3, -0.1)
self.assertEqual(len(aligns), 2)
aligns.sort()
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
abcce
|
---c-
Score=1
""")
seq1, seq2, score, begin, end = aligns[1]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
abcce
|
--c--
Score=1
""")
def test_align_one_char3(self):
aligns = pairwise2.align.globalxs("abcde", "c", -0.3, -0.1)
self.assertEqual(len(aligns), 1)
seq1, seq2, score, begin, end = aligns[0]
alignment = pairwise2.format_alignment(seq1, seq2, score, begin, end)
self.assertEqual(alignment, """\
abcde
|||||
--c--
Score=0.2
""")
class TestPersiteGapPenalties(unittest.TestCase):
"""Check gap penalty callbacks use correct gap opening position.
This tests that the gap penalty callbacks are really being used
with the correct gap opening position.
"""
def test_gap_here_only_1(self):
seq1 = "AAAABBBAAAACCCCCCCCCCCCCCAAAABBBAAAA"
seq2 = "AABBBAAAACCCCAAAABBBAA"
def no_gaps(x, y):
"""Very expensive to open a gap in seq1."""
x = 0 # fool QuantifiedCode, x is not used here
return -2000 - y
def specific_gaps(x, y):
"""Very expensive to open a gap in seq2
...unless it is in one of the allowed positions:
"""
breaks = [0, 11, len(seq2)]
return (-2 - y) if x in breaks else (-2000 - y)
alignments = pairwise2.align.globalmc(seq1, seq2, 1, -1, no_gaps,
specific_gaps)
self.assertEqual(len(alignments), 1)
formatted = pairwise2.format_alignment(*alignments[0])
self.assertEqual(formatted, """\
AAAABBBAAAACCCCCCCCCCCCCCAAAABBBAAAA
||||||||||||||||||||||||||||||||||||
--AABBBAAAACC----------CCAAAABBBAA--
Score=2
""")
def test_gap_here_only_2(self):
"""Force a bad alignment.
Forces a bad alignment by having a very expensive gap penalty
where one would normally expect a gap, and a cheap gap penalty
in another place.
"""
seq1 = "AAAABBBAAAACCCCCCCCCCCCCCAAAABBBAAAA"
seq2 = "AABBBAAAACCCCAAAABBBAA"
def no_gaps(x, y):
"""Very expensive to open a gap in seq1."""
x = 0 # fool QuantifiedCode, x is not used here
return -2000 - y
def specific_gaps(x, y):
"""Very expensive to open a gap in seq2
...unless it is in one of the allowed positions:
"""
breaks = [0, 3, len(seq2)]
return (-2 - y) if x in breaks else (-2000 - y)
alignments = pairwise2.align.globalmc(seq1, seq2, 1, -1, no_gaps,
specific_gaps)
self.assertEqual(len(alignments), 1)
formatted = pairwise2.format_alignment(*alignments[0])
self.assertEqual(formatted, """\
AAAABBBAAAACCCCCCCCCCCCCCAAAABBBAAAA
||||||||||||||||||||||||||||||||||||
--AAB----------BBAAAACCCCAAAABBBAA--
Score=-10
""")
class TestOtherFunctions(unittest.TestCase):
"""Test remaining non-tested private methods."""
def test_clean_alignments(self):
"""``_clean_alignments`` removes redundant alignments."""
alns = [
('ACCGT', 'AC-G-', 3.0, 0, 4),
('ACCGT', 'A-CG-', 3.0, 0, 4),
('ACCGT', 'AC-G-', 3.0, 0, 4),
('ACCGT', 'A-CG-', 3.0, 0, 4),
]
expected = [
('ACCGT', 'AC-G-', 3.0, 0, 4),
('ACCGT', 'A-CG-', 3.0, 0, 4),
]
result = pairwise2._clean_alignments(alns)
self.assertEqual(expected, result)
def test_print_matrix(self):
"""``print_matrix`` prints nested lists as nice matrices."""
import sys
try: # Python 2
from StringIO import StringIO
except ImportError: # Python 3
from io import StringIO
out = StringIO()
sys.stdout = out
pairwise2.print_matrix([[0.0, -1.0, -1.5, -2.0], [-1.0, 4.0, 3.0, 2.5],
[-1.5, 3.0, 8.0, 7.0], [-2.0, 2.5, 7.0, 6.0],
[-2.5, 2.0, 6.5, 11.0],
[-3.0, 1.5, 6.0, 10.0]])
self.assertEqual(out.getvalue(),
' 0.0 -1.0 -1.5 -2.0 \n'
'-1.0 4.0 3.0 2.5 \n'
'-1.5 3.0 8.0 7.0 \n'
'-2.0 2.5 7.0 6.0 \n'
'-2.5 2.0 6.5 11.0 \n'
'-3.0 1.5 6.0 10.0 \n')
sys.stdout = sys.__stdout__
if __name__ == '__main__':
runner = unittest.TextTestRunner(verbosity=2)
unittest.main(testRunner=runner)
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