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def test_var_eff_pred_varseq(tmpdir):
model_name = "DeepSEA/variantEffects"
if INSTALL_REQ:
install_model_requirements(model_name, "kipoi", and_dataloaders=True)
#
model = kipoi.get_model(model_name, source="kipoi")
# The preprocessor
Dataloader = SeqIntervalDl
#
dataloader_arguments = {"intervals_file": "example_files/intervals.bed",
"fasta_file": "example_files/hg38_chr22.fa",
"required_seq_len": 1000, "alphabet_axis": 1, "dummy_axis": 2, "label_dtype": str}
dataloader_arguments = {k: model.source_dir + "/" + v if isinstance(v, str) else v for k, v in
dataloader_arguments.items()}
vcf_path = "tests/data/variants.vcf"
out_vcf_fpath = str(tmpdir.mkdir("variants_generated", ).join("out.vcf"))
#
vcf_path = kipoi_veff.ensure_tabixed_vcf(vcf_path)
model_info = kipoi_veff.ModelInfoExtractor(model, Dataloader)