Created
September 13, 2019 14:46
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UMLS API client
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""" UTS (UMLS Terminology Services) API client """ | |
import json | |
from pathlib import Path | |
import requests | |
from lxml.html import fromstring | |
class UtsClient: | |
"""All the UTS REST API requests are handled through this client""" | |
def __init__(self, apikey=None): | |
if apikey is None: | |
file_key = Path(__file__).resolve().parents[1] / 'uts-api-key.txt' | |
self.apikey = open(file_key).read().rstrip() | |
self.apikey = '####' | |
else: | |
self.apikey = apikey | |
self.service = "http://umlsks.nlm.nih.gov" | |
self.headers = { | |
"Content-type": "application/x-www-form-urlencoded", | |
"Accept": "text/plain", | |
"User-Agent": "python" | |
} | |
self.tgt = None | |
self.base_uri = "https://uts-ws.nlm.nih.gov" | |
self.version = "current" | |
def gettgt(self): | |
"""Retrieve a ticket granting ticket""" | |
auth_uri = "https://utslogin.nlm.nih.gov" | |
params = {"apikey": self.apikey} | |
auth_endpoint = "/cas/v1/api-key" | |
r = requests.post(auth_uri + auth_endpoint, data=params, | |
headers=self.headers) | |
response = fromstring(r.text) | |
# extract the entire URL needed from the HTML form (action attribute) | |
# returned - looks similar to | |
# https://utslogin.nlm.nih.gov/cas/v1/tickets/TGT-36471-aYqNLN2rFIJPXKzxwdTNC5ZT7z3B3cTAKfSc5ndHQcUxeaDOLN-cas | |
# we make a POST call to this URL in the getst method | |
self.tgt = response.xpath('//form/@action')[0] | |
def getst(self): | |
"""Request a single-use service ticket""" | |
if self.tgt is None: | |
self.gettgt() | |
params = {"service": self.service} | |
r = requests.post(self.tgt, data=params, headers=self.headers) | |
return r.text | |
def query_get(self, endpoint, query): | |
r = requests.get(self.base_uri+endpoint, params=query) | |
if r.status_code == 404: | |
return | |
return json.loads(r.text) | |
def get_concept_mesh_atoms(self, cui, tok): | |
endpoint = f"/rest/content/{self.version}/CUI/{cui}/atoms" | |
query = {"ticket": self.getst(), "sabs": "MSH"} | |
rst = self.query_get(endpoint, query) | |
# If MSH term can't be found by CUI, use the defining word to search | |
if rst is None: | |
endpoint = f"/rest/search/{self.version}" | |
query = {"ticket": self.getst(), | |
"string": tok, "searchType": "exact"} | |
rst = self.query_get(endpoint, query) | |
if rst is not None: | |
search_max = 5 | |
for rec in rst['result']['results']: | |
# search MSH until found | |
endpoint = (f"/rest/content/{self.version}" | |
f"/CUI/{rec['ui']}/atoms") | |
query = {"ticket": self.getst(), "sabs": "MSH"} | |
rst = self.query_get(endpoint, query) | |
if rst is not None: | |
return rst | |
else: | |
search_max -= 1 | |
if search_max == 0: | |
return None | |
return rst |
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