Adding residue index validator
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3 changed files with 240 additions and 1 deletions
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jsonschema
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requests
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104
tests/test_residue_index.py
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tests/test_residue_index.py
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#!/usr/bin/env python3
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"""
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Copyright 2018 EMBL - European Bioinformatics Institute
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
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either express or implied. See the License for the specific
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language governing permissions and limitations under the
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License.
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"""
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import json
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from unittest import TestCase
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from validator.residue_index import CheckResidueIndices
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with open("data/test_data.json", "r") as mock_data_file:
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mock_data = json.load(mock_data_file)
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mock_data_no_pdb_id = {"foo": "bar"}
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mock_data_bad_numbering = {"pdb_id": "2aqa",
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"chains": [{"chain_label": "A",
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"residues": [{"pdb_res_label": "2",
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"aa_type": "ALA"}]}]}
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def mock_get_residue_numbering_false(self):
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return False
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def mock_get_residue_numbering_true(self):
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return True
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def mock_compare_residue_number(self, foo, bar):
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return False
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class TestCheckResidueIndices(TestCase):
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def setUp(self):
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self.cri = CheckResidueIndices(mock_data)
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def test_loop_chains(self):
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self.cri.get_residue_numbering = mock_get_residue_numbering_false
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result = self.cri.loop_chains()
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self.assertFalse(result)
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self.cri.get_residue_numbering = mock_get_residue_numbering_true
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result = self.cri.loop_chains()
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self.assertTrue(result)
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self.cri.pdb_id = None
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self.assertFalse(self.cri.loop_chains())
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def test_set_pdb_id(self):
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self.assertIsNotNone(self.cri.set_pdb_id())
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bad_cri = CheckResidueIndices(mock_data_no_pdb_id)
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self.assertIsNone(bad_cri.set_pdb_id())
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def test_check_numbering(self):
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result = self.cri.check_numbering({}, {})
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self.assertFalse(result)
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self.cri.compare_residue_number = mock_compare_residue_number
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result = self.cri.check_numbering({}, {"residues": [{"pdb_res_label": 0, "aa_type": "ALA"}]})
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self.assertFalse(result)
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def test_get_residue_numbering(self):
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mock_data = {"chain_label": "A"}
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self.cri.pdb_id = "1CBS"
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self.cri.check_numbering = lambda x, y : True
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result = self.cri.get_residue_numbering(mock_data)
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self.assertTrue(result)
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self.cri.pdb_id = "2H58"
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result = self.cri.get_residue_numbering(mock_data)
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self.assertFalse(result)
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def test_recursive_loop(self):
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result = self.cri.recursive_loop([{"foo": "bar"}], "foo", None, None)
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self.assertFalse(result)
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def test_with_bad_numbering(self):
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cri_with_bad_numbering = CheckResidueIndices(mock_data_bad_numbering)
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result = cri_with_bad_numbering.loop_chains()
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self.assertFalse(result)
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def test_process_residues(self):
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result = self.cri.process_residues(
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[{"author_residue_number": 1, "residue_name": "ALA", "author_insertion_code": ""}], "1", "ALA")
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self.assertTrue(result)
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result = self.cri.process_residues(
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[{"author_residue_number": 1, "residue_name": "ALA", "author_insertion_code": "C"}], "1C", "ALA")
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self.assertTrue(result)
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result = self.cri.process_residues(
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[{"author_residue_number": 2, "residue_name": "ALA", "author_insertion_code": ""}], "1", "ALA")
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self.assertFalse(result)
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result = self.cri.process_residues(
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[{"author_residue_number": 1, "residue_name": "ALA", "author_insertion_code": ""}], "1", "HIS")
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self.assertFalse(result)
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134
validator/residue_index.py
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134
validator/residue_index.py
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import json
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import requests
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class CheckResidueIndices(object):
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"""
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This class has all the methods required for validating the
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residue indices that are in the user submitted data.
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Each residue has an index number in the submitted JSON,
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and each has to match the indices in the official PDB entry
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This class relies on the PDBe API to get the current residue
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indices
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"""
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def __init__(self, data):
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self.api_url = "https://www.ebi.ac.uk/pdbe/api/pdb/entry/residue_listing/"
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self.data = data
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self.pdb_id = self.set_pdb_id()
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self.mismatches = []
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self.labels = ["residues", "chains", "molecules"]
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def set_pdb_id(self):
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"""
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Sets the PDB id based on the JSON data
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:return: String, PDB id or None
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"""
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if "pdb_id" in self.data.keys():
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return self.data["pdb_id"].lower()
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return None
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def loop_chains(self):
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"""
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Looping through all the chains that are present
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in the JSON data
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:return: True if the residue numbering is valid, False if not
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"""
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if not self.pdb_id:
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return False
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for chain_data in self.data["chains"]:
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if not self.get_residue_numbering(chain_data):
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return False
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return True
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def get_residue_numbering(self, chain_data):
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"""
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Gets the residue numbering from the PDBe API and
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checks all residues
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:param chain_data: JSON sub-data
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:return: True if residue numbering is valid, False if not
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"""
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chain_id = chain_data["chain_label"]
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url = "%s%s/chain/%s" % (self.api_url, self.pdb_id, chain_id)
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response = requests.get(url)
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residue_numbering = json.loads(response.text)
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if not residue_numbering.keys():
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self.mismatches.append("No residues in PDB for this entry - probably obsoleted entry")
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return False
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return self.check_numbering(residue_numbering, chain_data)
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def check_numbering(self, residue_numbering, chain_data):
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"""
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This method loops through all the residues in a chain
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and call the residue index comparator method
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:param residue_numbering: JSON data from PDBe API
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:param chain_data: JSON data from user
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:return: True is residue numbering is valid, False if not
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"""
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if not "residues" in chain_data.keys():
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return False
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for residue in chain_data["residues"]:
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depositor_residue_number = residue["pdb_res_label"]
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depositor_aa_type = residue["aa_type"]
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if not self.compare_residue_number(depositor_residue_number, depositor_aa_type, residue_numbering):
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return False
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return True
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def compare_residue_number(self, depositor_residue_number, depositor_aa_type, residue_numbering):
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"""
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This method starts looping through the substructure of the PDBe API data
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:param depositor_residue_number: Residue number provided by the user
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:param depositor_aa_type: Residue amino acid code provided by user
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:param residue_numbering: Residue numbering provided by PDBe API
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:return: True is residue numbering is valid, False if not
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"""
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molecules = residue_numbering[self.pdb_id]["molecules"]
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return self.recursive_loop(molecules, "chains", depositor_residue_number, depositor_aa_type)
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def recursive_loop(self, data, label, depositor_residue_number, depositor_aa_type):
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"""
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A recursive loop that goes down to residue level and processes all residues
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:param data: JSON data
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:param label: String, "chains" or "residues" depending on the level
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:param depositor_residue_number: Residue number provided by the user
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:param depositor_aa_type: Residue amino acid code provided by user
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:return: True is residue numbering is valid, False if not
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"""
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for item in data:
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sub_data = item[label]
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if label == "chains":
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return self.recursive_loop(sub_data, "residues", depositor_residue_number, depositor_aa_type)
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elif label == "residues":
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return self.process_residues(sub_data, depositor_residue_number, depositor_aa_type)
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return False
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def process_residues(self, residues, depositor_residue_number, depositor_aa_type):
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"""
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This method grabs the residue information and call the comparator if the
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residue number of PDBe is the same as the user input
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:param residues: Residue data from PDBe API
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:param depositor_residue_number: Residue number provided by the user
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:param depositor_aa_type: Residue amino acid code provided by user
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:return: True is residue numbering is valid, False if not
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"""
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for residue in residues:
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if "%i%s" % (residue["author_residue_number"], residue["author_insertion_code"]) == depositor_residue_number:
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return self.make_comparison(residue["residue_name"], depositor_aa_type, depositor_residue_number)
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self.mismatches.append("residue numbering is completely mismatched between data and PDB entry")
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return False
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def make_comparison(self, residue_name, depositor_aa_type, depositor_residue_number):
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"""
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This method does the comparison between two residues that have the same index number
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The comparison is between amino acid code
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:param residue_name: Residue amino acid code provided by PDBe API
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:param depositor_aa_type: Residue amino acid code provided by user
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:param depositor_residue_number: Residue number provided by the user
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:return: True is residue numbering is valid, False if not
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"""
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if residue_name == depositor_aa_type:
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return True
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mismatch = "residue %s (%s) in data does not match residue %s (%s) in PDB" % (
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depositor_residue_number, depositor_aa_type, depositor_residue_number, residue_name)
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self.mismatches.append(mismatch)
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return False
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