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| 1 | +#!/usr/bin/env python3 |
| 2 | +import argparse |
| 3 | + |
| 4 | +import hail as hl |
| 5 | + |
| 6 | +from v03_pipeline.lib.misc.io import write |
| 7 | +from v03_pipeline.lib.model import ( |
| 8 | + CachedReferenceDatasetQuery, |
| 9 | + DatasetType, |
| 10 | + ReferenceDatasetCollection, |
| 11 | + ReferenceGenome, |
| 12 | +) |
| 13 | +from v03_pipeline.lib.paths import ( |
| 14 | + valid_cached_reference_dataset_query_path, |
| 15 | + valid_reference_dataset_collection_path, |
| 16 | +) |
| 17 | +from v03_pipeline.lib.reference_data.config import CONFIG |
| 18 | +from v03_pipeline.lib.reference_data.dataset_table_operations import ( |
| 19 | + import_ht_from_config_path, |
| 20 | +) |
| 21 | + |
| 22 | + |
| 23 | +def get_ht( |
| 24 | + dataset_type: DatasetType, |
| 25 | + reference_genome: ReferenceGenome, |
| 26 | + query: CachedReferenceDatasetQuery, |
| 27 | +) -> hl.Table: |
| 28 | + # If the query is defined over an uncombined reference dataset, use the combiner config. |
| 29 | + if query.query_raw_dataset: |
| 30 | + config = CONFIG[query.dataset(dataset_type)][reference_genome.v02_value] |
| 31 | + return import_ht_from_config_path( |
| 32 | + config, |
| 33 | + query.dataset(dataset_type), |
| 34 | + reference_genome, |
| 35 | + ) |
| 36 | + return hl.read_table( |
| 37 | + valid_reference_dataset_collection_path( |
| 38 | + reference_genome, |
| 39 | + dataset_type, |
| 40 | + ReferenceDatasetCollection.COMBINED, |
| 41 | + ), |
| 42 | + ) |
| 43 | + |
| 44 | + |
| 45 | +def run( |
| 46 | + dataset_type: DatasetType, |
| 47 | + reference_genome: ReferenceGenome, |
| 48 | + query: CachedReferenceDatasetQuery, |
| 49 | +): |
| 50 | + ht = get_ht(dataset_type, reference_genome, query) |
| 51 | + ht = query.query(ht, dataset_type=dataset_type, reference_genome=reference_genome) |
| 52 | + destination_path = valid_cached_reference_dataset_query_path( |
| 53 | + reference_genome, |
| 54 | + dataset_type, |
| 55 | + query, |
| 56 | + ) |
| 57 | + print(f'Uploading ht to {destination_path}') |
| 58 | + write(ht, destination_path) |
| 59 | + |
| 60 | + |
| 61 | +if __name__ == '__main__': |
| 62 | + parser = argparse.ArgumentParser() |
| 63 | + parser.add_argument( |
| 64 | + '--reference-genome', |
| 65 | + type=ReferenceGenome, |
| 66 | + choices=list(ReferenceGenome), |
| 67 | + default=ReferenceGenome.GRCh38, |
| 68 | + ) |
| 69 | + parser.add_argument( |
| 70 | + '--dataset-type', |
| 71 | + type=DatasetType, |
| 72 | + choices=list(DatasetType), |
| 73 | + default=None, |
| 74 | + help='When used, update the passed dataset, otherwise run all datasets.', |
| 75 | + ) |
| 76 | + parser.add_argument( |
| 77 | + '--query', |
| 78 | + type=CachedReferenceDatasetQuery, |
| 79 | + choices=list(CachedReferenceDatasetQuery), |
| 80 | + required=True, |
| 81 | + ) |
| 82 | + args, _ = parser.parse_known_args() |
| 83 | + if ( |
| 84 | + args.query |
| 85 | + and args.query |
| 86 | + not in CachedReferenceDatasetQuery.for_reference_genome_dataset_type( |
| 87 | + args.reference_genome, |
| 88 | + args.dataset_type, |
| 89 | + ) |
| 90 | + ): |
| 91 | + msg = f'{args.query} is not a valid query for {DatasetType}' |
| 92 | + raise ValueError(msg) |
| 93 | + run(args.dataset_type, args.reference_genome, args.query) |
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