[9b26b7]: / third_party / nucleus / io / fasta_test.py

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# Copyright 2018 Google LLC.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# 1. Redistributions of source code must retain the above copyright notice,
# this list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
#
# 3. Neither the name of the copyright holder nor the names of its
# contributors may be used to endorse or promote products derived from this
# software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
"""Tests for third_party.nucleus.io.fasta."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from absl.testing import absltest
from absl.testing import parameterized
import six
from third_party.nucleus.io import fasta
from third_party.nucleus.io.python import reference
from third_party.nucleus.testing import test_utils
from third_party.nucleus.util import ranges
class FastaReaderTests(parameterized.TestCase):
def test_dispatching_reader(self):
with fasta.FastaReader(
test_utils.genomics_core_testdata('test.fasta')) as reader:
# The reader is an instance of IndexedFastaReader which supports query().
self.assertEqual(reader.query(ranges.make_range('chrM', 1, 6)), 'ATCAC')
with fasta.FastaReader(
test_utils.genomics_core_testdata('unindexed.fasta')) as reader:
# The reader is an instance of UnindexedFastaReader which doesn't support
# query().
with self.assertRaises(NotImplementedError):
reader.query(ranges.make_range('chrM', 1, 5))
class IndexedFastaReaderTests(parameterized.TestCase):
@parameterized.parameters('test.fasta', 'test.fasta.gz')
def test_make_ref_reader_default(self, fasta_filename):
fasta_path = test_utils.genomics_core_testdata(fasta_filename)
with fasta.IndexedFastaReader(fasta_path) as reader:
self.assertEqual(reader.query(ranges.make_range('chrM', 1, 6)), 'ATCAC')
@parameterized.parameters('test.fasta', 'test.fasta.gz')
def test_make_ref_reader_with_true_case(self, fasta_filename):
fasta_path = test_utils.genomics_core_testdata(fasta_filename)
with fasta.IndexedFastaReader(fasta_path, keep_true_case=True) as reader:
self.assertEqual(reader.query(ranges.make_range('chrM', 22, 27)), 'TaaCC')
@parameterized.parameters('test.fasta', 'test.fasta.gz')
def test_make_ref_reader_cache_specified(self, fasta_filename):
fasta_path = test_utils.genomics_core_testdata(fasta_filename)
with fasta.IndexedFastaReader(fasta_path, cache_size=10) as reader:
self.assertEqual(reader.query(ranges.make_range('chrM', 1, 5)), 'ATCA')
def test_c_reader(self):
with fasta.IndexedFastaReader(
test_utils.genomics_core_testdata('test.fasta')) as reader:
self.assertIsInstance(reader.c_reader,
reference.IndexedFastaReader)
class UnindexedFastaReaderTests(parameterized.TestCase):
def test_query(self):
unindexed_fasta_reader = fasta.UnindexedFastaReader(
test_utils.genomics_core_testdata('unindexed.fasta'))
with self.assertRaises(NotImplementedError):
unindexed_fasta_reader.query(ranges.make_range('chrM', 1, 5))
@parameterized.parameters('test.fasta', 'test.fasta.gz')
def test_iterate(self, fasta_filename):
# Check the indexed fasta file's iterable matches that of the unindexed
# fasta file.
indexed_fasta_reader = fasta.IndexedFastaReader(
test_utils.genomics_core_testdata(fasta_filename))
unindexed_fasta_reader = fasta.UnindexedFastaReader(
test_utils.genomics_core_testdata(fasta_filename))
self.assertEqual(
list(indexed_fasta_reader.iterate()),
list(unindexed_fasta_reader.iterate()))
class InMemoryFastaReaderTests(parameterized.TestCase):
@classmethod
def setUpClass(cls):
cls.fasta_reader = fasta.IndexedFastaReader(
test_utils.genomics_core_testdata('test.fasta'))
cls.in_mem = fasta.InMemoryFastaReader(
[(contig.name, 0,
cls.fasta_reader.query(
ranges.make_range(contig.name, 0, contig.n_bases)))
for contig in cls.fasta_reader.header.contigs])
def test_non_zero_start_query(self):
bases = 'ACGTAACCGGTT'
for start in range(len(bases)):
reader = fasta.InMemoryFastaReader([('1', start, bases[start:])])
self.assertEqual(reader.header.contigs[0].name, '1')
self.assertEqual(reader.header.contigs[0].n_bases, len(bases))
# Check that our query operation works as expected with a start position.
for end in range(start, len(bases)):
self.assertEqual(reader.query(ranges.make_range('1', start, end)),
bases[start:end])
@parameterized.parameters(
# Start is 10, so this raises because it's before the bases starts.
dict(start=0, end=1),
# Spans into the start of the bases; make sure it detects it's bad.
dict(start=8, end=12),
# Spans off the end of the bases.
dict(start=12, end=15),
)
def test_bad_query_with_start(self, start, end):
reader = fasta.InMemoryFastaReader([('1', 10, 'ACGT')])
with self.assertRaises(ValueError):
reader.query(ranges.make_range('1', start, end))
def test_query_edge_cases(self):
reader = fasta.InMemoryFastaReader([('1', 0, 'ACGT')])
# Check that we can query the first base correctly.
self.assertEqual(reader.query(ranges.make_range('1', 0, 1)), 'A')
# Check that we can query the last base correctly.
self.assertEqual(reader.query(ranges.make_range('1', 3, 4)), 'T')
# Check that we can query the entire sequence correctly.
self.assertEqual(reader.query(ranges.make_range('1', 0, 4)), 'ACGT')
def test_contigs(self):
# Our contigs can have a different order, descriptions are dropped, etc so
# we need to check specific fields by hand.
fasta_contigs = {
contig.name: contig for contig in self.fasta_reader.header.contigs
}
mem_contigs = {contig.name: contig for contig in self.in_mem.header.contigs}
self.assertEqual(fasta_contigs.keys(), mem_contigs.keys())
for name, fasta_contig in fasta_contigs.items():
self.assertContigsAreEqual(mem_contigs[name], fasta_contig)
def assertContigsAreEqual(self, actual, expected):
self.assertEqual(actual.name, expected.name)
self.assertEqual(actual.n_bases, expected.n_bases)
self.assertEqual(actual.pos_in_fasta, expected.pos_in_fasta)
def test_iterate(self):
# Check the in-memory fasta file's iterable matches the info in the header.
expected_names = [
contig.name for contig in self.fasta_reader.header.contigs]
expected_lengths = [
contig.n_bases for contig in self.fasta_reader.header.contigs]
in_mem_records = list(self.in_mem.iterate())
self.assertLen(in_mem_records, len(self.fasta_reader.header.contigs))
self.assertEqual([r[0] for r in in_mem_records], expected_names)
self.assertEqual([len(r[1]) for r in in_mem_records], expected_lengths)
# Check the in-memory fasta file's iterable matches that of the indexed
# fasta file.
fasta_records = list(self.fasta_reader.iterate())
self.assertEqual(in_mem_records, fasta_records)
@parameterized.parameters(
dict(region=ranges.make_range('chr1', 0, 10), expected=True),
dict(region=ranges.make_range('chr1', 10, 50), expected=True),
dict(region=ranges.make_range('chr1', 10, 500), expected=False),
dict(region=ranges.make_range('chr3', 10, 20), expected=False),
)
def test_is_valid(self, region, expected):
self.assertEqual(self.in_mem.is_valid(region), expected)
self.assertEqual(self.fasta_reader.is_valid(region), expected)
def test_known_contig(self):
for contig in self.fasta_reader.header.contigs:
self.assertContigsAreEqual(self.in_mem.contig(contig.name), contig)
def test_str_and_repr(self):
self.assertIsInstance(str(self.in_mem), six.string_types)
self.assertIsInstance(repr(self.in_mem), six.string_types)
def test_unknown_contig(self):
for reader in [self.fasta_reader, self.in_mem]:
with self.assertRaises(ValueError):
reader.contig('unknown')
def test_good_query(self):
for contig in self.fasta_reader.header.contigs:
for start in range(contig.n_bases):
for end in range(start, contig.n_bases):
region = ranges.make_range(contig.name, start, end)
self.assertEqual(
self.in_mem.query(region), self.fasta_reader.query(region))
@parameterized.parameters(
ranges.make_range('chr1', -1, 10), # bad start.
ranges.make_range('chr1', 10, 1), # end < start.
ranges.make_range('chr1', 0, 1000), # off end of chromosome.
ranges.make_range('unknown', 0, 10), # unknown chromosome.
)
def test_bad_query(self, region):
for reader in [self.fasta_reader, self.in_mem]:
with self.assertRaises(ValueError):
reader.query(region)
def test_bad_create_args(self):
with self.assertRaisesRegexp(ValueError, 'multiple ones were found on 1'):
fasta.InMemoryFastaReader([
('1', 10, 'AC'),
('1', 20, 'AC'),
])
def test_c_reader(self):
self.assertIsInstance(self.in_mem.c_reader,
reference.InMemoryFastaReader)
if __name__ == '__main__':
absltest.main()