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0.10.0
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@@ -1,6 +1,6 @@
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# autoBIGS.Engine
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A python library implementing common BIGSdb MLST schemes and databases. Implementation follows the RESTful API outlined by the official [BIGSdb documentation](https://bigsdb.readthedocs.io/en/latest/rest.html) up to `V1.50.0`.
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A python library implementing common BIGSdb MLST schemes and databases accesses for the purpose of typing sequences automatically. Implementation follows the RESTful API outlined by the official [BIGSdb documentation](https://bigsdb.readthedocs.io/en/latest/rest.html) up to `V1.50.0`.
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## Features
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@@ -11,7 +11,6 @@ from typing import Any, AsyncGenerator, AsyncIterable, Iterable, Mapping, Sequen
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from aiohttp import ClientSession, ClientTimeout
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from autobigs.engine.analysis.aligners import AsyncBiopythonPairwiseAlignmentEngine
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from autobigs.engine.reading import read_fasta
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from autobigs.engine.structures.alignment import PairwiseAlignment
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from autobigs.engine.structures.genomics import NamedString
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@@ -6,13 +6,15 @@ from typing import AsyncIterable, Collection, Mapping, Sequence, Union
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from autobigs.engine.structures.mlst import Allele, MLSTProfile
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def alleles_to_map(alleles: Collection[Allele]) -> Mapping[str, Union[list[str], str]]:
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def alleles_to_text_map(alleles: Collection[Allele]) -> Mapping[str, Union[Sequence[str], str]]:
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result = defaultdict(list)
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for allele in alleles:
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result[allele.allele_locus].append(allele.allele_variant)
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result[allele.allele_locus].append(allele.allele_variant + ("*" if allele.partial_match_profile is not None else ""))
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for locus in result.keys():
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if len(result[locus]) == 1:
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result[locus] = result[locus][0] # Take the only one
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else:
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result[locus] = tuple(result[locus]) # type: ignore
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return dict(result)
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async def write_mlst_profiles_as_csv(mlst_profiles_iterable: AsyncIterable[tuple[str, Union[MLSTProfile, None]]], handle: Union[str, bytes, PathLike[str], PathLike[bytes]]) -> Sequence[str]:
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@@ -24,7 +26,7 @@ async def write_mlst_profiles_as_csv(mlst_profiles_iterable: AsyncIterable[tuple
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if mlst_profile is None:
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failed.append(name)
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continue
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allele_mapping = alleles_to_map(mlst_profile.alleles)
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allele_mapping = alleles_to_text_map(mlst_profile.alleles)
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if writer is None:
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header = ["id", "st", "clonal-complex", *sorted(allele_mapping.keys())]
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writer = csv.DictWriter(filehandle, fieldnames=header)
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@@ -50,17 +50,17 @@ bpertussis_tohamaI_bad_profile = MLSTProfile((
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Allele("pgm", "5", None),
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), "unknown", "unknown")
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hinfluenzae_fdaargos_profile = MLSTProfile((
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Allele("adk", "1", None),
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Allele("atpG", "1", None),
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Allele("frdB", "1", None),
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Allele("fucK", "1", None),
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Allele("mdh", "1", None),
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Allele("pgi", "1", None),
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Allele("recA", "5", None)
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), "3", "ST-3 complex")
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hinfluenzae_2014_102_profile = MLSTProfile((
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Allele("adk", "28", None),
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Allele("atpG", "33", None),
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Allele("frdB", "7", None),
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Allele("fucK", "18", None),
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Allele("mdh", "11", None),
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Allele("pgi", "125", None),
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Allele("recA", "89", None)
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), "478", "unknown")
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hinfluenzae_fdaargos_bad_profile = MLSTProfile((
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hinfluenzae_2014_102_bad_profile = MLSTProfile((
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Allele("adk", "3", None),
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Allele("atpG", "121", None),
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Allele("frdB", "6", None),
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@@ -68,15 +68,12 @@ hinfluenzae_fdaargos_bad_profile = MLSTProfile((
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Allele("mdh", "12", None),
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Allele("pgi", "4", None),
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Allele("recA", "5", None)
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), "3", "ST-3 complex")
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), "unknown", "unknown")
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hinfluenzae_fdaargos_sequence = str(SeqIO.read("tests/resources/fdaargos_1560_hinfluenza.fasta", "fasta").seq)
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hinfluenzae_fdaargos_fragmented_sequence = tuple(SeqIO.parse("tests/resources/tohama_I_bpertussis_features.fasta", "fasta"))
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@pytest.mark.parametrize("local_db,database_api,database_name,schema_id,seq_path,feature_seqs_path,expected_profile,bad_profile", [
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(False, "https://bigsdb.pasteur.fr/api", "pubmlst_bordetella_seqdef", 3, "tohama_I_bpertussis.fasta", "tohama_I_bpertussis_features.fasta", bpertussis_tohamaI_profile, bpertussis_tohamaI_bad_profile),
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(False, "https://rest.pubmlst.org", "pubmlst_hinfluenzae_seqdef", 1, "fdaargos_1560_hinfluenza.fasta", "fdaargos_1560_hinfluenza_features.fasta", hinfluenzae_fdaargos_profile, hinfluenzae_fdaargos_bad_profile),
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(False, "https://rest.pubmlst.org", "pubmlst_hinfluenzae_seqdef", 1, "2014-102_hinfluenza.fasta", "2014-102_hinfluenza_features.fasta", hinfluenzae_2014_102_profile, hinfluenzae_2014_102_bad_profile),
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])
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class TestBIGSdbMLSTProfiler:
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async def test_profiling_results_in_exact_matches_when_exact(self, local_db, database_api, database_name, schema_id, seq_path: str, feature_seqs_path: str, expected_profile: MLSTProfile, bad_profile: MLSTProfile):
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@@ -202,7 +199,6 @@ class TestBIGSdbIndex:
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assert databases["pubmlst_bordetella_seqdef"] == "https://bigsdb.pasteur.fr/api"
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@pytest.mark.parametrize("local", [
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(True),
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(False)
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])
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async def test_bigsdb_index_instantiates_correct_profiler(self, local):
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@@ -0,0 +1,47 @@
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from typing import AsyncIterable, Iterable
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import pytest
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from autobigs.engine.structures.alignment import AlignmentStats
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from autobigs.engine.writing import alleles_to_text_map, write_mlst_profiles_as_csv
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from autobigs.engine.structures.mlst import Allele, MLSTProfile
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import tempfile
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from csv import reader
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from os import path
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@pytest.fixture
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def dummy_alphabet_mlst_profile():
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return MLSTProfile((
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Allele("A", "1", None),
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Allele("D", "1", None),
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Allele("B", "1", None),
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Allele("C", "1", None),
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Allele("C", "2", AlignmentStats(90, 10, 0, 90))
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), "mysterious", "very mysterious")
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async def iterable_to_asynciterable(iterable: Iterable):
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for iterated in iterable:
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yield iterated
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async def test_column_order_is_same_as_expected_file(dummy_alphabet_mlst_profile: MLSTProfile):
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dummy_profiles = [("test_1", dummy_alphabet_mlst_profile)]
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with tempfile.TemporaryDirectory() as temp_dir:
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output_path = path.join(temp_dir, "out.csv")
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await write_mlst_profiles_as_csv(iterable_to_asynciterable(dummy_profiles), output_path)
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with open(output_path) as csv_handle:
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csv_reader = reader(csv_handle)
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lines = list(csv_reader)
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target_columns = lines[4:]
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assert target_columns == sorted(target_columns)
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async def test_alleles_to_text_map_mapping_is_correct(dummy_alphabet_mlst_profile: MLSTProfile):
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mapping = alleles_to_text_map(dummy_alphabet_mlst_profile.alleles)
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expected_mapping = {
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"A": "1",
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"B": "1",
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"C": ("1", "2*"),
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"D": "1"
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}
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for allele_name, allele_ids in mapping.items():
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assert allele_name in expected_mapping
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assert allele_ids == expected_mapping[allele_name]
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tests/resources/2014-102_hinfluenza.fasta
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tests/resources/2014-102_hinfluenza.fasta
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tests/resources/2014-102_hinfluenza_features.fasta
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tests/resources/2014-102_hinfluenza_features.fasta
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@@ -1,11 +0,0 @@
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>lcl|CP085952.1_gene_371 [gene=adk] [locus_tag=LK401_01855] [location=complement(365128..365772)] [gbkey=Gene]
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ATGAAAATTATTCTTTTAGGTGCACCGGGTGCAGGTAAAGGCACTCAAGCACAATTTATTATGAACAAAT
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TTGGTATCCCGCAAATTTCAACTGGTGATATGTTCCGTGCTGCAATCAAAGCGGGGACTGAACTTGGCAA
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ACAAGCTAAAGCATTAATGGATGAAGGTAAATTAGTGCCAGATGAATTAACCGTTGCCCTTGTAAAAGAT
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CGTATTGCTCAAGCTGACTGCACAAATGGTTTCTTGTTAGATGGTTTCCCTCGTACTATTCCACAAGCGG
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ATGCACTGAAAGATTCAGGTGTTAAAATTGACTTTGTTTTAGAATTTGATGTGCCAGACGAAGTGATTGT
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TGAACGTATGAGTGGCCGTCGCGTACACCAAGCGTCTGGCCGTTCTTACCACATCGTTTATAATCCACCA
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AAAGTGGAAGGTAAAGATGATGTAACAGGCGAAGATTTAATTATTCGTGCAGACGATAAACCAGAAACTG
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TATTAGATCGTTTAGCCGTATATCATAAACAAACTAGCCCATTAATTGATTATTACCAAGCAGAAGCGAA
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AGCGGGGAATACTCAATATTTCCGTTTAGACGGTACACAAAAAGTAGAAGAAGTTAGCCAAGAGTTAGAT
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AAAATCTTAGGCTAA
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