From 8221440d8866bbe633b4251954cdcee646706c62 Mon Sep 17 00:00:00 2001 From: Tom White Date: Tue, 17 Sep 2024 17:06:34 +0100 Subject: [PATCH 1/9] Add a test to check sgkit can read vcf2zarr datasets --- requirements-dev.txt | 1 + requirements-doc.txt | 1 - sgkit/model.py | 8 +- sgkit/tests/io/data/sample.vcf.gz | Bin 0 -> 954 bytes sgkit/tests/io/data/sample.vcf.gz.tbi | Bin 0 -> 185 bytes sgkit/tests/io/test_vcf2zarr_compat.py | 249 +++++++++++++++++++++++++ 6 files changed, 254 insertions(+), 5 deletions(-) create mode 100644 sgkit/tests/io/data/sample.vcf.gz create mode 100644 sgkit/tests/io/data/sample.vcf.gz.tbi create mode 100644 sgkit/tests/io/test_vcf2zarr_compat.py diff --git a/requirements-dev.txt b/requirements-dev.txt index a8c7ac006..db87f2feb 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -15,6 +15,7 @@ rechunker cbgen < 1.0.5; platform_system != "Windows" cbgen == 1.0.1; platform_system == "Windows" cyvcf2; platform_system != "Windows" +bio2zarr; platform_system != "Windows" yarl matplotlib asv diff --git a/requirements-doc.txt b/requirements-doc.txt index 40937bc32..deac3cd43 100644 --- a/requirements-doc.txt +++ b/requirements-doc.txt @@ -8,4 +8,3 @@ matplotlib seaborn ablog!=0.10.27 pickleshare -bio2zarr diff --git a/sgkit/model.py b/sgkit/model.py index fcacf6148..e151d218c 100644 --- a/sgkit/model.py +++ b/sgkit/model.py @@ -171,7 +171,7 @@ def num_contigs(ds: xr.Dataset) -> ArrayLike: """Return the number of contigs in a dataset.""" if DIM_CONTIG in ds.sizes: return ds.sizes[DIM_CONTIG] - else: + else: # pragma: no cover return len(ds.attrs["contigs"]) @@ -179,7 +179,7 @@ def get_contigs(ds: xr.Dataset) -> ArrayLike: """Return the contigs in a dataset.""" if "contig_id" in ds: return ds["contig_id"].values - else: + else: # pragma: no cover warnings.warn( "The 'contigs' VCF Zarr group attribute is deprecated and should be converted to a 'contig_id' array.", DeprecationWarning, @@ -191,11 +191,11 @@ def get_filters(ds: xr.Dataset) -> Optional[ArrayLike]: """Return the filters in a dataset.""" if "filter_id" in ds: return ds["filter_id"].values - elif "filters" in ds.attrs: + elif "filters" in ds.attrs: # pragma: no cover warnings.warn( "The 'filters' VCF Zarr group attribute is deprecated and should be converted to a 'filter_id' array.", DeprecationWarning, ) return np.array(ds.attrs["filters"], dtype="S") - else: + else: # pragma: no cover return None diff --git a/sgkit/tests/io/data/sample.vcf.gz b/sgkit/tests/io/data/sample.vcf.gz new file mode 100644 index 0000000000000000000000000000000000000000..00f8a725f71596daf33d8ad1a948c47bce28eccf GIT binary patch literal 954 zcmV;r14aBFiwFb&00000{{{d;LjnMu1C3N$Z{j!ooE7OlUn?&;jFW6%$}&oKvpjvzW%9~R3I(}(Q@Pqf4JCvGYL_Oem_>0~ z{yptKj=2Lh*;W?O?%m5|UPdy8lks%;;{7uoc+;gZ-6t!Rd(;RInexWFQoXC(7^q^M zN0}D%zSJc+eZxzcWU(snx2W7=Fe|_Odrs$1Z=nm*QpR|9B9(EhG-3Wguhadm)SM?W1H;U*lItz@C*e`n&?V(o;X)<~r}+jv$pXhwQL4?Q 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a/sgkit/tests/io/test_vcf2zarr_compat.py b/sgkit/tests/io/test_vcf2zarr_compat.py new file mode 100644 index 000000000..696180fed --- /dev/null +++ b/sgkit/tests/io/test_vcf2zarr_compat.py @@ -0,0 +1,249 @@ +import numpy as np +import pytest + +pytest.importorskip("bio2zarr") +from bio2zarr import vcf2zarr +from bio2zarr.constants import ( + FLOAT32_FILL, + FLOAT32_MISSING, + INT_FILL, + INT_MISSING, + STR_FILL, + STR_MISSING, +) +from numpy.testing import assert_array_almost_equal, assert_array_equal + +from sgkit import load_dataset, save_dataset +from sgkit.model import get_contigs, get_filters, num_contigs +from sgkit.tests.io.test_dataset import assert_identical + + +@pytest.mark.filterwarnings("ignore::xarray.coding.variables.SerializationWarning") +def test_vcf2zarr_compat(shared_datadir, tmp_path): + vcf_path = shared_datadir / "sample.vcf.gz" + vcz_path = tmp_path.joinpath("sample.vcz").as_posix() + + vcf2zarr.convert( + [vcf_path], + vcz_path, + variants_chunk_size=5, + samples_chunk_size=2, + worker_processes=0, + ) + + ds = load_dataset(vcz_path) + + assert_array_equal(ds["filter_id"], ["PASS", "s50", "q10"]) + assert_array_equal(get_filters(ds), ["PASS", "s50", "q10"]) # utility function + assert_array_equal( + ds["variant_filter"], + [ + [False, False, False], + [False, False, False], + [True, False, False], + [False, False, True], + [True, False, False], + [True, False, False], + [True, False, False], + [False, False, False], + [True, False, False], + ], + ) + assert num_contigs(ds) == 3 + assert_array_equal(ds["contig_id"], ["19", "20", "X"]) + assert_array_equal(get_contigs(ds), ["19", "20", "X"]) # utility function + assert "contig_length" not in ds + assert_array_equal(ds["variant_contig"], [0, 0, 1, 1, 1, 1, 1, 1, 2]) + assert ds["variant_contig"].chunks[0][0] == 5 + + assert_array_equal( + ds["variant_position"], + [111, 112, 14370, 17330, 1110696, 1230237, 1234567, 1235237, 10], + ) + assert ds["variant_position"].chunks[0][0] == 5 + + im = INT_MISSING + if_ = INT_FILL + fm = FLOAT32_MISSING + ff = FLOAT32_FILL + sm = STR_MISSING + sf = STR_FILL + + assert_array_equal( + ds["variant_NS"], + [im, im, 3, 3, 2, 3, 3, im, im], + ) + assert ds["variant_NS"].chunks[0][0] == 5 + + assert_array_equal( + ds["variant_AN"], + [im, im, im, im, im, im, 6, im, im], + ) + assert ds["variant_AN"].chunks[0][0] == 5 + + assert_array_equal( + ds["variant_AA"], + [ + sm, + sm, + sm, + sm, + "T", + "T", + "G", + sm, + sm, + ], + ) + assert ds["variant_AN"].chunks[0][0] == 5 + + assert_array_equal( + ds["variant_DB"], + [ + False, + False, + True, + False, + True, + False, + False, + False, + False, + ], + ) + assert ds["variant_AN"].chunks[0][0] == 5 + + variant_AF = np.array( + [ + [fm, fm], + [fm, fm], + [0.5, ff], + [0.017, ff], + [0.333, 0.667], + [fm, fm], + [fm, fm], + [fm, fm], + [fm, fm], + ], + dtype=np.float32, + ) + values = ds["variant_AF"].values + assert_array_almost_equal(values, variant_AF, 3) + nans = np.isnan(variant_AF) + assert_array_equal(variant_AF.view(np.int32)[nans], values.view(np.int32)[nans]) + assert ds["variant_AF"].chunks[0][0] == 5 + + assert_array_equal( + ds["variant_AC"], + [ + [im, im], + [im, im], + [im, im], + [im, im], + [im, im], + [im, im], + [3, 1], + [im, im], + [im, im], + ], + ) + assert ds["variant_AC"].chunks[0][0] == 5 + + assert_array_equal( + ds["variant_allele"].values.tolist(), + [ + ["A", "C", sf, sf], + ["A", "G", sf, sf], + ["G", "A", sf, sf], + ["T", "A", sf, sf], + ["A", "G", "T", sf], + ["T", sf, sf, sf], + ["G", "GA", "GAC", sf], + ["T", sf, sf, sf], + ["AC", "A", "ATG", "C"], + ], + ) + assert ds["variant_allele"].chunks[0][0] == 5 + assert ds["variant_allele"].dtype == "O" + assert_array_equal( + ds["variant_id"].values.tolist(), + [sm, sm, "rs6054257", sm, "rs6040355", sm, "microsat1", sm, "rsTest"], + ) + assert ds["variant_id"].chunks[0][0] == 5 + assert ds["variant_id"].dtype == "O" + assert_array_equal( + ds["variant_id_mask"], + [True, True, False, True, False, True, False, True, False], + ) + assert ds["variant_id_mask"].chunks[0][0] == 5 + + assert_array_equal(ds["sample_id"], ["NA00001", "NA00002", "NA00003"]) + assert ds["sample_id"].chunks[0][0] == 2 + + call_genotype = np.array( + [ + [[0, 0], [0, 0], [0, 1]], + [[0, 0], [0, 0], [0, 1]], + [[0, 0], [1, 0], [1, 1]], + [[0, 0], [0, 1], [0, 0]], + [[1, 2], [2, 1], [2, 2]], + [[0, 0], [0, 0], [0, 0]], + [[0, 1], [0, 2], [im, im]], + [[0, 0], [0, 0], [im, im]], + [[0, if_], [0, 1], [0, 2]], + ], + dtype="i1", + ) + call_genotype_phased = np.array( + [ + [True, True, False], + [True, True, False], + [True, True, False], + [True, True, False], + [True, True, False], + [True, True, False], + [False, False, False], + [False, True, False], + [True, False, True], + ], + dtype=bool, + ) + call_DP = [ + [im, im, im], + [im, im, im], + [1, 8, 5], + [3, 5, 3], + [6, 0, 4], + [im, 4, 2], + [4, 2, 3], + [im, im, im], + [im, im, im], + ] + call_HQ = [ + [[10, 15], [10, 10], [3, 3]], + [[10, 10], [10, 10], [3, 3]], + [[51, 51], [51, 51], [im, im]], + [[58, 50], [65, 3], [im, im]], + [[23, 27], [18, 2], [im, im]], + [[56, 60], [51, 51], [im, im]], + [[im, im], [im, im], [im, im]], + [[im, im], [im, im], [im, im]], + [[im, im], [im, im], [im, im]], + ] + + assert_array_equal(ds["call_genotype"], call_genotype) + assert_array_equal(ds["call_genotype_mask"], call_genotype < 0) + assert_array_equal(ds["call_genotype_phased"], call_genotype_phased) + assert_array_equal(ds["call_DP"], call_DP) + assert_array_equal(ds["call_HQ"], call_HQ) + + for name in ["call_genotype", "call_genotype_mask", "call_HQ"]: + assert ds[name].chunks == ((5, 4), (2, 1), (2,)) + + for name in ["call_genotype_phased", "call_DP"]: + assert ds[name].chunks == ((5, 4), (2, 1)) + + # save and load again to test https://github.com/pydata/xarray/issues/3476 + path2 = tmp_path / "ds2.zarr" + save_dataset(ds, path2) + assert_identical(ds, load_dataset(path2)) From 155494da4192ccf1185c97781c8f7dda64b74538 Mon Sep 17 00:00:00 2001 From: Tom White Date: Tue, 17 Sep 2024 17:11:58 +0100 Subject: [PATCH 2/9] Remove sgkit/tests/io/vcf --- .github/workflows/build-numpy-2.yml | 1 - .github/workflows/build.yml | 1 - conftest.py | 3 +- sgkit/tests/io/vcf/__init__.py | 6 - ....broad.withGenotypes.chr20.10100000.vcf.gz | Bin 13833570 -> 0 bytes ...ad.withGenotypes.chr20.10100000.vcf.gz.tbi | Bin 227 -> 0 bytes ...1kg_target_chr20_38_imputed_chr20_1000.vcf | 1000 --------- ...rget_chr20_38_imputed_chr20_500000.vcf.bgz | Bin 5800812 -> 0 bytes .../data/CEUTrio.20.21.gatk3.4.csi.g.vcf.bgz | Bin 324866 -> 0 bytes .../CEUTrio.20.21.gatk3.4.csi.g.vcf.bgz.csi | Bin 194 -> 0 bytes .../io/vcf/data/CEUTrio.20.21.gatk3.4.g.bcf | Bin 342450 -> 0 bytes .../vcf/data/CEUTrio.20.21.gatk3.4.g.bcf.csi | Bin 170 -> 0 bytes .../vcf/data/CEUTrio.20.21.gatk3.4.g.vcf.bgz | Bin 324866 -> 0 bytes .../data/CEUTrio.20.21.gatk3.4.g.vcf.bgz.tbi | Bin 455 -> 0 bytes .../CEUTrio.20.21.gatk3.4.noindex.g.vcf.bgz | Bin 324866 -> 0 bytes .../io/vcf/data/CEUTrio.20.gatk3.4.g.vcf.bgz | Bin 75886 -> 0 bytes .../vcf/data/CEUTrio.20.gatk3.4.g.vcf.bgz.tbi | Bin 276 -> 0 bytes .../io/vcf/data/CEUTrio.21.gatk3.4.g.vcf.bgz | Bin 252792 -> 0 bytes .../vcf/data/CEUTrio.21.gatk3.4.g.vcf.bgz.tbi | Bin 286 -> 0 bytes .../Homo_sapiens_assembly38.headerOnly.vcf.gz | Bin 29652 -> 0 bytes .../data/NA12878.prod.chr20snippet.g.vcf.gz | Bin 3892216 -> 0 bytes .../NA12878.prod.chr20snippet.g.vcf.gz.tbi | Bin 814 -> 0 bytes sgkit/tests/io/vcf/data/all_fields.vcf | 257 --- sgkit/tests/io/vcf/data/allele_overflow.vcf | 13 - .../tests/io/vcf/data/allele_overflow.vcf.gz | Bin 679 -> 0 bytes .../io/vcf/data/allele_overflow.vcf.gz.tbi | Bin 126 -> 0 bytes sgkit/tests/io/vcf/data/info_name_clash.vcf | 15 - sgkit/tests/io/vcf/data/mixed.vcf | 14 - sgkit/tests/io/vcf/data/mixed.vcf.gz | Bin 403 -> 0 bytes sgkit/tests/io/vcf/data/mixed.vcf.gz.tbi | Bin 105 -> 0 bytes sgkit/tests/io/vcf/data/no_filter_defined.vcf | 14 - sgkit/tests/io/vcf/data/no_genotypes.vcf | 112 - .../vcf/data/no_genotypes_with_gt_header.vcf | 113 - sgkit/tests/io/vcf/data/no_samples.vcf.gz | Bin 27310 -> 0 bytes sgkit/tests/io/vcf/data/no_samples.vcf.gz.tbi | Bin 155 -> 0 bytes sgkit/tests/io/vcf/data/sample.vcf | 31 - sgkit/tests/io/vcf/data/sample.vcf.gz | Bin 954 -> 0 bytes sgkit/tests/io/vcf/data/sample.vcf.gz.tbi | Bin 185 -> 0 bytes .../io/vcf/data/sample_multiple_filters.vcf | 31 - .../vcf/data/sample_multiple_filters.vcf.gz | Bin 957 -> 0 bytes .../data/sample_multiple_filters.vcf.gz.tbi | Bin 185 -> 0 bytes .../simple.output.mixed_depth.likelihoods.vcf | 35 - sgkit/tests/io/vcf/hypothesis_vcf.py | 440 ---- sgkit/tests/io/vcf/test_csi.py | 42 - sgkit/tests/io/vcf/test_hypothesis_vcf.py | 82 - sgkit/tests/io/vcf/test_tbi.py | 41 - sgkit/tests/io/vcf/test_utils.py | 131 -- sgkit/tests/io/vcf/test_vcf_generator.py | 10 - sgkit/tests/io/vcf/test_vcf_partition.py | 125 -- sgkit/tests/io/vcf/test_vcf_reader.py | 1849 ----------------- sgkit/tests/io/vcf/test_vcf_roundtrip.py | 75 - sgkit/tests/io/vcf/test_vcf_scikit_allel.py | 226 -- sgkit/tests/io/vcf/test_vcf_writer.py | 294 --- sgkit/tests/io/vcf/test_vcf_writer_utils.py | 494 ----- sgkit/tests/io/vcf/utils.py | 105 - sgkit/tests/io/vcf/vcf_generator.py | 192 -- sgkit/tests/io/vcf/vcf_writer.py | 337 --- 57 files changed, 1 insertion(+), 6088 deletions(-) delete mode 100644 sgkit/tests/io/vcf/__init__.py delete mode 100644 sgkit/tests/io/vcf/data/1000G.phase3.broad.withGenotypes.chr20.10100000.vcf.gz delete mode 100644 sgkit/tests/io/vcf/data/1000G.phase3.broad.withGenotypes.chr20.10100000.vcf.gz.tbi delete mode 100644 sgkit/tests/io/vcf/data/1kg_target_chr20_38_imputed_chr20_1000.vcf delete mode 100644 sgkit/tests/io/vcf/data/1kg_target_chr20_38_imputed_chr20_500000.vcf.bgz delete mode 100644 sgkit/tests/io/vcf/data/CEUTrio.20.21.gatk3.4.csi.g.vcf.bgz delete mode 100644 sgkit/tests/io/vcf/data/CEUTrio.20.21.gatk3.4.csi.g.vcf.bgz.csi delete mode 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sgkit/tests/io/vcf/vcf_generator.py delete mode 100644 sgkit/tests/io/vcf/vcf_writer.py diff --git a/.github/workflows/build-numpy-2.yml b/.github/workflows/build-numpy-2.yml index f7a2e49e8..706500d2a 100644 --- a/.github/workflows/build-numpy-2.yml +++ b/.github/workflows/build-numpy-2.yml @@ -32,7 +32,6 @@ jobs: run: | # avoid guvectorized functions #1194 pytest -v sgkit/tests/test_pedigree.py - pytest -v sgkit/tests/io/vcf/test_vcf_writer_utils.py - name: Test with pytest and coverage run: | pytest -v --cov=sgkit --cov-report=term-missing diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index fead4649a..fac8f7718 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -34,7 +34,6 @@ jobs: run: | # avoid guvectorized functions #1194 pytest -v sgkit/tests/test_pedigree.py - pytest -v sgkit/tests/io/vcf/test_vcf_writer_utils.py - name: Test with pytest and coverage run: | pytest -v --cov=sgkit --cov-report=term-missing diff --git a/conftest.py b/conftest.py index 9343393f3..8b2bdcf82 100644 --- a/conftest.py +++ b/conftest.py @@ -1,5 +1,4 @@ -# Ignore VCF files during pytest collection, so it doesn't fail if cyvcf2 isn't installed. -collect_ignore_glob = ["benchmarks/**", "sgkit/io/vcf/*.py", ".github/scripts/*.py"] +collect_ignore_glob = ["benchmarks/**", ".github/scripts/*.py"] def pytest_addoption(parser): diff --git a/sgkit/tests/io/vcf/__init__.py b/sgkit/tests/io/vcf/__init__.py deleted file mode 100644 index b29be8992..000000000 --- a/sgkit/tests/io/vcf/__init__.py +++ /dev/null @@ -1,6 +0,0 @@ -import pytest - -cyvcf2 = pytest.importorskip("cyvcf2") # noqa: F401 - -# rewrite asserts in assert_vcfs_close to give better failure messages -pytest.register_assert_rewrite("sgkit.tests.io.vcf.utils") diff --git a/sgkit/tests/io/vcf/data/1000G.phase3.broad.withGenotypes.chr20.10100000.vcf.gz b/sgkit/tests/io/vcf/data/1000G.phase3.broad.withGenotypes.chr20.10100000.vcf.gz deleted file mode 100644 index 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