diff options
Diffstat (limited to 'workflows')
| -rw-r--r-- | workflows/pull-data/genbank/genbank.py | 138 |
1 files changed, 84 insertions, 54 deletions
diff --git a/workflows/pull-data/genbank/genbank.py b/workflows/pull-data/genbank/genbank.py index 7ce3913..7383261 100644 --- a/workflows/pull-data/genbank/genbank.py +++ b/workflows/pull-data/genbank/genbank.py @@ -7,6 +7,46 @@ import xml.etree.ElementTree as ET class GBError(Exception): pass +""" +Example of an output JSON: + +{ + "id": "placeholder", + "host": { + "host_species": "http://purl.obolibrary.org/obo/NCBITaxon_9606" + }, + "sample": { + "sample_id": "MT890462.1", + "source_database_accession": [ + "http://identifiers.org/insdc/MT890462.1#sequence" + ], + "collection_location": "http://www.wikidata.org/entity/Q649", + "collection_date": "2020-04-17", + "collecting_institution": "N.A.Kovtun Clinical Hospital 1 of Departament of President Affairs" + }, + "virus": { + "virus_strain": "SARS-CoV-2/human/RUS/20200417_10/2020", + "virus_species": "http://purl.obolibrary.org/obo/NCBITaxon_2697049" + }, + "technology": { + "assembly_method": "http://purl.obolibrary.org/obo/GENEPIO_0001628", + "alignment_protocol": "bowtie2 v. 2.3.4", + "sample_sequencing_technology": [ + "http://purl.obolibrary.org/obo/OBI_0000759" + ] + }, + "submitter": { + "authors": [ + "Blagodatskikh,K.A." + ], + "submitter_name": [ + "R&D" + ], + "submitter_address": "Pirogov Russian National Research Medical University, Ostrovityanova 1, Moscow 117997, Russia" + } +} +""" + def get_metadata(id, gb): return True,None @@ -37,15 +77,7 @@ if None: for GBSeq in GBSet: accession_version = GBSeq.find('GBSeq_accession-version').text - GBSeq_sequence = GBSeq.find('GBSeq_sequence') - if GBSeq_sequence is None: - print(accession_version, ' - sequence not found') - continue - try: - # print(path_metadata_xxx_xml, accession_version) - - # A general default-empty yaml could be read from the definitive one info_for_yaml_dict = { 'id': 'placeholder', 'host': {}, @@ -55,17 +87,15 @@ if None: 'submitter': {} } - - info_for_yaml_dict['sample']['sample_id'] = accession_version - info_for_yaml_dict['sample']['source_database_accession'] = ["http://identifiers.org/insdc/"+accession_version+"#sequence"] #accession is turned into resolvable URL/URI now - + sample['sample_id'] = accession_version + sample['source_database_accession'] = ["http://identifiers.org/insdc/"+accession_version+"#sequence"] #accession is turned into resolvable URL/URI now # submitter info GBSeq_references = GBSeq.find('GBSeq_references') if GBSeq_references is not None: author_list = ["{}".format(x.text) for x in GBSeq_references.iter('GBAuthor')] if len(author_list) > 0: - info_for_yaml_dict['submitter']['authors'] = author_list + submitter['authors'] = author_list GBReference = GBSeq_references.find('GBReference') if GBReference is not None: @@ -73,13 +103,13 @@ if None: if GBReference_journal is not None and GBReference_journal.text != 'Unpublished': if 'Submitted' in GBReference_journal.text: - info_for_yaml_dict['submitter']['submitter_name'] = ["{}".format(GBReference_journal.text.split(') ')[1].split(',')[0].strip())] - info_for_yaml_dict['submitter']['submitter_address'] = ','.join(GBReference_journal.text.split(') ')[1].split(',')[1:]).strip() + submitter['submitter_name'] = ["{}".format(GBReference_journal.text.split(') ')[1].split(',')[0].strip())] + submitter['submitter_address'] = ','.join(GBReference_journal.text.split(') ')[1].split(',')[1:]).strip() else: - info_for_yaml_dict['submitter']['additional_submitter_information'] = GBReference_journal.text + submitter['additional_submitter_information'] = GBReference_journal.text # This script download and prepare data and metadata for assemblies samples - info_for_yaml_dict['technology']['assembly_method'] = 'http://purl.obolibrary.org/obo/GENEPIO_0001628' + technology['assembly_method'] = 'http://purl.obolibrary.org/obo/GENEPIO_0001628' GBSeq_comment = GBSeq.find('GBSeq_comment') if GBSeq_comment is not None and 'Assembly-Data' in GBSeq_comment.text: @@ -99,7 +129,7 @@ if None: if field_in_yaml == 'sequencing_coverage': # A regular expression would be better! try: - info_for_yaml_dict['technology'][field_in_yaml] = [ + technology[field_in_yaml] = [ float(tech_info_to_parse.replace('(average)', '').replace("reads/nt", ''). replace('(average for 6 sequences)', '').replace(',', '.').strip(' xX>')) ] @@ -117,9 +147,9 @@ if None: missing_value_list.append('\t'.join([accession_version, 'sample_sequencing_technology', seq_tec])) if len(new_seq_tec_list) > 0: - info_for_yaml_dict['technology']['sample_sequencing_technology'] = [x for x in new_seq_tec_list] + technology['sample_sequencing_technology'] = [x for x in new_seq_tec_list] else: - info_for_yaml_dict['technology'][field_in_yaml] = tech_info_to_parse + technology[field_in_yaml] = tech_info_to_parse for GBFeature in GBSeq.iter('GBFeature'): @@ -138,15 +168,15 @@ if None: GBQualifier_value_text = GBQualifier_value_text.split(';')[0] # For case like Homo sapiens;sex:female if GBQualifier_value_text in field_to_term_to_uri_dict['ncbi_host_species']: # Cases like 'Felis catus; Domestic Shorthair' - info_for_yaml_dict['host']['host_species'] = field_to_term_to_uri_dict['ncbi_host_species'][GBQualifier_value_text] + host['host_species'] = field_to_term_to_uri_dict['ncbi_host_species'][GBQualifier_value_text] else: GBQualifier_value_text_list = GBQualifier_value_text.split('; ') if GBQualifier_value_text_list[0] in field_to_term_to_uri_dict['ncbi_host_species']: - info_for_yaml_dict['host']['host_species'] = field_to_term_to_uri_dict['ncbi_host_species'][GBQualifier_value_text_list[0]] + host['host_species'] = field_to_term_to_uri_dict['ncbi_host_species'][GBQualifier_value_text_list[0]] elif GBQualifier_value_text_list[0] and ('MT215193' in accession_version or 'MT270814' in accession_version): # Information checked manually from NCBI Virus - info_for_yaml_dict['host']['host_species'] = field_to_term_to_uri_dict['ncbi_host_species']['Canis lupus familiaris'] + host['host_species'] = field_to_term_to_uri_dict['ncbi_host_species']['Canis lupus familiaris'] else: missing_value_list.append('\t'.join([accession_version, 'host_species', GBQualifier_value_text_list[0]])) @@ -174,9 +204,9 @@ if None: host_sex = 'female' if host_sex_one_lecter == 'F' else 'male' if host_sex in ['male', 'female']: - info_for_yaml_dict['host']['host_sex'] = "http://purl.obolibrary.org/obo/PATO_0000384" if host_sex == 'male' else "http://purl.obolibrary.org/obo/PATO_0000383" + host['host_sex'] = "http://purl.obolibrary.org/obo/PATO_0000384" if host_sex == 'male' else "http://purl.obolibrary.org/obo/PATO_0000383" elif GBQualifier_value_text_list[1] in field_to_term_to_uri_dict['ncbi_host_health_status']: - info_for_yaml_dict['host']['host_health_status'] = field_to_term_to_uri_dict['ncbi_host_health_status'][GBQualifier_value_text_list[1]] + host['host_health_status'] = field_to_term_to_uri_dict['ncbi_host_health_status'][GBQualifier_value_text_list[1]] else: missing_value_list.append('\t'.join([accession_version, 'host_sex or host_health_status', GBQualifier_value_text_list[1]])) @@ -188,15 +218,15 @@ if None: host_age = int(GBQualifier_value_text_list[2].split(' ')[-1]) if host_age >= 0 and host_age < 110: - info_for_yaml_dict['host']['host_age'] = host_age - info_for_yaml_dict['host']['host_age_unit'] = 'http://purl.obolibrary.org/obo/UO_0000036' + host['host_age'] = host_age + host['host_age_unit'] = 'http://purl.obolibrary.org/obo/UO_0000036' elif len(GBQualifier_value_text_list) > 2: missing_value_list.append('\t'.join([accession_version, 'host_age', GBQualifier_value_text_list[2]])) elif GBQualifier_name_text == 'collected_by': if any([x in GBQualifier_value_text.lower() for x in ['institute', 'hospital', 'city', 'center']]): - info_for_yaml_dict['sample']['collecting_institution'] = GBQualifier_value_text + sample['collecting_institution'] = GBQualifier_value_text else: - info_for_yaml_dict['sample']['collector_name'] = GBQualifier_value_text + sample['collector_name'] = GBQualifier_value_text elif GBQualifier_name_text == 'isolation_source': if GBQualifier_value_text.upper() in field_to_term_to_uri_dict['ncbi_speciesman_source']: GBQualifier_value_text = GBQualifier_value_text.upper() # For example, in case of 'usa: wa' @@ -205,18 +235,18 @@ if None: GBQualifier_value_text = GBQualifier_value_text.strip("/'") if GBQualifier_value_text in field_to_term_to_uri_dict['ncbi_speciesman_source']: - info_for_yaml_dict['sample']['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source'][GBQualifier_value_text]] + sample['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source'][GBQualifier_value_text]] else: if GBQualifier_value_text.lower() in ['np/op', 'np-op', 'np/op swab', 'np/np swab', 'nasopharyngeal and oropharyngeal swab', 'nasopharyngeal/oropharyngeal swab', 'combined nasopharyngeal and oropharyngeal swab', 'naso and/or oropharyngeal swab']: - info_for_yaml_dict['sample']['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasopharyngeal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['oropharyngeal swab']] + sample['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasopharyngeal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['oropharyngeal swab']] elif GBQualifier_value_text.lower() in ['nasopharyngeal swab/throat swab', 'nasopharyngeal/throat swab', 'nasopharyngeal swab and throat swab', 'nasal swab and throat swab', 'nasopharyngeal aspirate/throat swab', 'Nasopharyngeal/Throat']: - info_for_yaml_dict['sample']['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasopharyngeal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['throat swab']] + sample['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasopharyngeal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['throat swab']] elif GBQualifier_value_text.lower() in ['nasopharyngeal aspirate & throat swab', 'nasopharyngeal aspirate and throat swab']: - info_for_yaml_dict['sample']['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasopharyngeal aspirate'], field_to_term_to_uri_dict['ncbi_speciesman_source']['throat swab']] + sample['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasopharyngeal aspirate'], field_to_term_to_uri_dict['ncbi_speciesman_source']['throat swab']] elif GBQualifier_value_text.lower() in ['nasal swab and throat swab']: - info_for_yaml_dict['sample']['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['throat swab']] + sample['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['throat swab']] elif GBQualifier_value_text.lower() in ['nasal-swab and oro-pharyngeal swab']: - info_for_yaml_dict['sample']['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['oropharyngeal swab']] + sample['specimen_source'] = [field_to_term_to_uri_dict['ncbi_speciesman_source']['nasal swab'], field_to_term_to_uri_dict['ncbi_speciesman_source']['oropharyngeal swab']] else: missing_value_list.append('\t'.join([accession_version, 'specimen_source', GBQualifier_value_text])) elif GBQualifier_name_text == 'collection_date': @@ -229,60 +259,60 @@ if None: else: date_to_write = "{}-01-15".format(GBQualifier_value_text) - if 'additional_collection_information' in info_for_yaml_dict['sample']: - info_for_yaml_dict['sample']['additional_collection_information'] += "; The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) + if 'additional_collection_information' in sample: + sample['additional_collection_information'] += "; The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) else: - info_for_yaml_dict['sample']['additional_collection_information'] = "The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) + sample['additional_collection_information'] = "The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) elif len(GBQualifier_value_text.split('-')) == 2: date_to_write = parse(GBQualifier_value_text).strftime('%Y-%m') + '-15' - if 'additional_collection_information' in info_for_yaml_dict['sample']: - info_for_yaml_dict['sample']['additional_collection_information'] += "; The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) + if 'additional_collection_information' in sample: + sample['additional_collection_information'] += "; The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) else: - info_for_yaml_dict['sample']['additional_collection_information'] = "The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) + sample['additional_collection_information'] = "The 'collection_date' is estimated (the original date was: {})".format(GBQualifier_value_text) elif len(GBQualifier_value_text.split('-')) == 3: GBQualifier_value_text_list = GBQualifier_value_text.split('-') if GBQualifier_value_text_list[1].isalpha(): date_to_write = parse(GBQualifier_value_text).strftime('%Y-%m-%d') - info_for_yaml_dict['sample']['collection_date'] = date_to_write + sample['collection_date'] = date_to_write elif GBQualifier_name_text in ['lat_lon', 'country']: if GBQualifier_name_text == 'country' and ': ' in GBQualifier_value_text: GBQualifier_value_text = GBQualifier_value_text.replace(': ', ':') if GBQualifier_value_text in field_to_term_to_uri_dict['ncbi_countries']: - info_for_yaml_dict['sample']['collection_location'] = field_to_term_to_uri_dict['ncbi_countries'][GBQualifier_value_text] + sample['collection_location'] = field_to_term_to_uri_dict['ncbi_countries'][GBQualifier_value_text] else: missing_value_list.append('\t'.join([accession_version, GBQualifier_name_text, GBQualifier_value_text])) elif GBQualifier_name_text == 'note': - if 'additional_collection_information' in info_for_yaml_dict['sample']: - info_for_yaml_dict['sample']['additional_collection_information'] += '; ' + GBQualifier_value_text + if 'additional_collection_information' in sample: + sample['additional_collection_information'] += '; ' + GBQualifier_value_text else: - info_for_yaml_dict['sample']['additional_collection_information'] = GBQualifier_value_text + sample['additional_collection_information'] = GBQualifier_value_text elif GBQualifier_name_text == 'isolate': - info_for_yaml_dict['virus']['virus_strain'] = GBQualifier_value_text + virus['virus_strain'] = GBQualifier_value_text elif GBQualifier_name_text == 'db_xref': - info_for_yaml_dict['virus']['virus_species'] = "http://purl.obolibrary.org/obo/NCBITaxon_"+GBQualifier_value_text.split('taxon:')[1] + virus['virus_species'] = "http://purl.obolibrary.org/obo/NCBITaxon_"+GBQualifier_value_text.split('taxon:')[1] # Check if mandatory fields are missing - if 'sample_sequencing_technology' not in info_for_yaml_dict['technology']: + if 'sample_sequencing_technology' not in technology: # print(accession_version, ' - technology not found') if accession_version not in not_created_accession_dict: not_created_accession_dict[accession_version] = [] not_created_accession_dict[accession_version].append('sample_sequencing_technology not found') - if 'collection_location' not in info_for_yaml_dict['sample']: + if 'collection_location' not in sample: if accession_version not in not_created_accession_dict: not_created_accession_dict[accession_version] = [] not_created_accession_dict[accession_version].append('collection_location not found') - if 'collection_date' not in info_for_yaml_dict['sample']: + if 'collection_date' not in sample: if accession_version not in not_created_accession_dict: not_created_accession_dict[accession_version] = [] not_created_accession_dict[accession_version].append('collection_date not found') else: - year, month, day = [int(x) for x in info_for_yaml_dict['sample']['collection_date'].split('-')] + year, month, day = [int(x) for x in sample['collection_date'].split('-')] collection_date_in_yaml = datetime(year, month, day) if collection_date_in_yaml < min_acceptable_collection_date: @@ -290,12 +320,12 @@ if None: not_created_accession_dict[accession_version] = [] not_created_accession_dict[accession_version].append('collection_date too early') - if 'authors' not in info_for_yaml_dict['submitter']: + if 'authors' not in submitter: if accession_version not in not_created_accession_dict: not_created_accession_dict[accession_version] = [] not_created_accession_dict[accession_version].append('authors not found') - if 'host_species' not in info_for_yaml_dict['host']: + if 'host_species' not in host: if accession_version not in not_created_accession_dict: not_created_accession_dict[accession_version] = [] not_created_accession_dict[accession_version].append('host_species not found') |