diff rps2tsv.py @ 0:bbaa89f070f4 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/virAnnot commit 3a3b40c15ae5e82334f016e88b1f3c5bbbb3b2cd

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/rps2tsv.py	Mon Mar 04 19:56:16 2024 +0000
@@ -0,0 +1,124 @@
+#!/usr/bin/env python3
+
+
+# Name: rps2ecsv
+# Author: Marie Lefebvre - INRAE
+# Aims: Convert rpsblast xml output to csv and add taxonomy
+
+
+import argparse
+import json
+import logging as log
+from urllib import request
+from urllib.error import HTTPError, URLError
+
+from Bio.Blast import NCBIXML
+from ete3 import NCBITaxa
+
+ncbi = NCBITaxa()
+
+
+def main():
+    options = _set_options()
+    _set_log_level(options.verbosity)
+    hits = _read_xml(options)
+    _write_tsv(options, hits)
+
+
+def _read_xml(options):
+    """
+    Parse XML RPSblast results file
+    """
+    log.info("Read XML file " + options.xml_file)
+    xml = open(options.xml_file, 'r')
+    records = NCBIXML.parse(xml)
+    xml_results = {}
+    for blast_record in records:
+        for aln in blast_record.alignments:
+            for hit in aln.hsps:
+                hsp = {}
+                hit_evalue = hit.expect
+                if hit_evalue > options.max_evalue:
+                    continue
+                hit_frame = hit.frame[0]  # frame
+                hit_evalue = hit.expect  # evalue
+                hit_startQ = hit.query_start
+                hit_endQ = hit.query_end
+            hsp["frame"] = hit_frame
+            hsp["evalue"] = hit_evalue
+            hsp["startQ"] = hit_startQ
+            hsp["endQ"] = hit_endQ
+            hsp["query_id"] = blast_record.query_id
+            hsp["cdd_id"] = aln.hit_def.split(",")[0]
+            hsp["hit_id"] = aln.hit_id
+            hsp["query_length"] = blast_record.query_length  # length of the query
+            hsp["description"] = aln.hit_def
+            hsp["accession"] = aln.accession
+            hsp["pfam_id"] = hsp["description"].split(",")[0].replace("pfam", "PF")
+            log.info("Requeting Interpro for " + hsp["pfam_id"])
+            url = "https://www.ebi.ac.uk/interpro/api/entry/pfam/" + hsp["pfam_id"] + "/taxonomy/uniprot/"
+            req = request.Request(url)
+            try:
+                response = request.urlopen(req)
+            except HTTPError as e:
+                log.debug('Http error for interpro: ', e.code)
+            except URLError as e:
+                log.debug('Url error for interpro: ', e.reason)
+            else:
+                encoded_response = response.read()
+                decoded_response = encoded_response.decode()
+                payload = json.loads(decoded_response)
+                kingdoms = []
+                for item in payload["taxonomy_subset"]:
+                    lineage_string = item["lineage"]
+                    lineage = [int(i) for i in lineage_string]
+                    translation = ncbi.get_taxid_translator(lineage)
+                    names = list(translation.values())
+                    taxonomy = names[1:]  # remove 'root' at the begining
+                    kingdoms.append(taxonomy[0])
+                frequency = {kingdom: kingdoms.count(kingdom) for kingdom in kingdoms}  # {'Pseudomonadota': 9, 'cellular organisms': 4}
+                sorted_freq = dict(sorted(frequency.items(), key=lambda x: x[1], reverse=True))
+                concat_freq = ";".join("{}({})".format(k, v) for k, v in sorted_freq.items())
+                hsp["taxonomy"] = concat_freq
+            xml_results[hsp["query_id"]] = hsp
+    return xml_results
+
+
+def _write_tsv(options, hits):
+    """
+    Write output
+    """
+    log.info("Write output file " + options.output)
+    headers = "#query_id\tquery_length\tcdd_id\thit_id\tevalue\tstartQ\tendQ\tframe\tdescription\tsuperkingdom\n"
+    f = open(options.output, "w+")
+    f.write(headers)
+    for h in hits:
+        f.write(h + "\t" + str(hits[h]["query_length"]) + "\t")
+        f.write(hits[h]["cdd_id"] + "\t" + hits[h]["hit_id"] + "\t" + str(hits[h]["evalue"]) + "\t")
+        f.write(str(hits[h]["startQ"]) + "\t" + str(hits[h]["endQ"]) + "\t" + str(hits[h]["frame"]) + "\t")
+        f.write(hits[h]["description"] + "\t" + hits[h]["taxonomy"])
+        f.write("\n")
+    f.close()
+
+
+def _set_options():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('-x', '--xml', help='XML files with results of blast', action='store', required=True, dest='xml_file')
+    parser.add_argument('-e', '--max_evalue', help='Max evalue', action='store', type=float, default=0.0001, dest='max_evalue')
+    parser.add_argument('-o', '--out', help='The output file (.tab).', action='store', type=str, default='./rps2tsv_output.tab', dest='output')
+    parser.add_argument('-v', '--verbosity', help='Verbose level', action='store', type=int, choices=[1, 2, 3, 4], default=1)
+    args = parser.parse_args()
+    return args
+
+
+def _set_log_level(verbosity):
+    if verbosity == 1:
+        log_format = '%(asctime)s %(levelname)-8s %(message)s'
+        log.basicConfig(level=log.INFO, format=log_format)
+    elif verbosity == 3:
+        log_format = '%(filename)s:%(lineno)s - %(asctime)s %(levelname)-8s %(message)s'
+        log.basicConfig(level=log.DEBUG, format=log_format)
+
+
+if __name__ == "__main__":
+    main()