annotate extract_tables.py @ 15:d85e35a36715 draft

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author ieguinoa
date Thu, 24 Sep 2020 10:14:41 +0000
parents 436da36c6114
children d7a88a8a8f5f
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1 import argparse
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2 import json
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3 import os
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4 import pathlib
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6 parser = argparse.ArgumentParser()
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7 parser.add_argument('--studies',dest='studies_json_path', required=True)
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8 parser.add_argument('--out_dir',dest='out_path', required=True)
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9 args = parser.parse_args()
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12 with open(args.studies_json_path,'r') as studies_json_file:
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13 studies_dict = json.load(studies_json_file)
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15 studies_table = open(pathlib.Path(args.out_path) / 'studies.tsv', 'w')
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16 studies_table.write('\t'.join(['alias','status','accession','title','study_type','study_abstract','pubmed_id','submission_date']) + '\n')
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18 samples_table = open(pathlib.Path(args.out_path) / 'samples.tsv', 'w')
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20 experiments_table = open(pathlib.Path(args.out_path) / 'experiments.tsv', 'w')
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21 experiments_table.write('\t'.join(['alias','status','accession','title','study_alias','sample_alias','design_description','library_name','library_strategy','library_source','library_selection','library_layout','insert_size','library_construction_protocol','platform','instrument_model','submission_date'])+ '\n')
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23 runs_table = open(pathlib.Path(args.out_path) / 'runs.tsv', 'w')
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24 runs_table.write('\t'.join(['alias','status','accession','experiment_alias','file_name','file_format','file_checksum','submission_date'])+ '\n')
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26 action = 'add'
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27 viral_submission = False
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28 for study_index, study in enumerate(studies_dict):
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29 study_alias = 'study_'+str(study_index)
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30 studies_table.write('\t'.join([study_alias,action,'ENA_accession',study['title'], study['type'],study['abstract'],study['pubmed_id'],'ENA_submission_data']))
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31 if "geo_location" in study['samples'][0].keys(): # sample belongs to a viral sample
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32 samples_table.write('\t'.join(['alias','status','accession','title','scientific_name','taxon_id','sample_description','collection_date','geographic_location','host_common_name','host_subject_id','host_health_state','host_sex','host_scientific_name','collector_name','collecting_institution','isolate','submission_date']) + '\n')
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33 else:
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34 samples_table.write('\t'.join(['alias','status','accession','title','scientific_name','taxon_id','sample_description','submission_date']) + '\n')
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35 for sample_index,sample in enumerate(study['samples']):
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36 sample_alias = 'sample_'+str(sample_index)
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37 if "geo_location" in sample.keys(): # sample belongs to a viral sample
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38 if sample['collector_name'] == '':
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39 sample['collector_name'] = 'unknown'
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40 samples_table.write('\t'.join([sample_alias,action,'ena_accession',sample['title'],sample['tax_name'], sample['tax_id'],sample['description'],sample['collection_date'],sample['geo_location'],sample['host_common_name'],sample['host_subject_id'],sample['host_health_state'],sample['host_sex'],sample['host_scientific_name'],sample['collector_name'],sample['collecting_institution'],sample['isolate'],'ENA_submission_date'])+ '\n')
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41 else:
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42 samples_table.write('\t'.join([sample_alias,action,'ena_accession',sample['title'],sample['tax_name'], sample['tax_id'],sample['description'],'ENA_submission_date'])+ '\n')
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43 for exp_index,exp in enumerate(sample['experiments']):
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44 exp_alias = 'experiment_'+str(exp_index)+'_'+str(sample_index)
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45 lib_alias = 'library_'+str(exp_index)+'_'+str(sample_index)
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46 experiments_table.write('\t'.join([exp_alias,action,'accession_ena',exp['title'],study_alias,sample_alias,exp['experiment_design'],lib_alias,exp['library_strategy'],exp['library_source'],exp['library_selection'],exp['library_layout'].lower(),exp['insert_size'],exp['library_construction_protocol'],exp['platform'],exp['instrument_model'],'submission_date_ENA']) + '\n')
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47 run_index = 0
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48 # exp['runs'] is a list of lists
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49 for run in exp['runs']:
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50 run_index += 1
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51 run_alias = '_'.join(['run',str(exp_index),str(sample_index),str(run_index)])
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52 for file_entry in run:
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53 file_format = 'fastq'
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54 runs_table.write('\t'.join([run_alias,action,'ena_run_accession',exp_alias,file_entry,file_format,'file_checksum','submission_date_ENA']) + '\n')
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56 studies_table.close()
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57 samples_table.close()
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58 experiments_table.close()
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59 runs_table.close()