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Update genesis/api_clients/umls_api.py
Browse files- genesis/api_clients/umls_api.py +55 -52
genesis/api_clients/umls_api.py
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# genesis/api_clients/umls_api.py
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import os
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import requests
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from typing import
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#
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UMLS_BASE = "https://uts-ws.nlm.nih.gov/rest"
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UMLS_API_KEY = os.getenv("UMLS_API_KEY") # Add this to your Hugging Face secrets or .env
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# UMLS requires ticket-granting service for authentication
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def get_tgt() -> str:
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"""
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"""
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r.raise_for_status()
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from
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return
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def get_service_ticket(
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"""
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Get a
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"""
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r.raise_for_status()
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return r.text
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"""
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Search UMLS
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"""
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tgt = get_tgt()
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params = {
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r = requests.get(f"{UMLS_BASE}/search/current", params=params)
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r.raise_for_status()
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"name": item.get("name"),
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"rootSource": item.get("rootSource")
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}
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]
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def
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"""
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Includes synonyms, definitions, and mappings.
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"""
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tgt = get_tgt()
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r = requests.get(f"{UMLS_BASE}/content/current/CUI/{cui}", params=
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r.raise_for_status()
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return r.json()
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def map_between_ontologies(cui: str) -> List[Dict]:
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"""
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"""
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tgt = get_tgt()
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r = requests.get(f"{UMLS_BASE}/
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r.raise_for_status()
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""
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# genesis/api_clients/umls_api.py
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import os
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import requests
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from typing import List, Dict, Optional
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UMLS_API_KEY = os.getenv("UMLS_API_KEY") # Set in Hugging Face secrets or .env
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UMLS_AUTH_ENDPOINT = "https://utslogin.nlm.nih.gov/cas/v1/api-key"
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UMLS_BASE = "https://uts-ws.nlm.nih.gov/rest"
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# -------------------------
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# AUTHENTICATION
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# -------------------------
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def get_tgt() -> str:
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"""
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Get Ticket Granting Ticket (TGT) from UMLS API key.
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"""
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params = {"apikey": UMLS_API_KEY}
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r = requests.post(UMLS_AUTH_ENDPOINT, data=params)
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r.raise_for_status()
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# Extract TGT from HTML form action
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tgt_url = r.text.split('action="')[1].split('"')[0]
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return tgt_url
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def get_service_ticket(tgt_url: str) -> str:
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"""
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Get a one-time Service Ticket (ST) for API calls.
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"""
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params = {"service": "http://umlsks.nlm.nih.gov"}
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r = requests.post(tgt_url, data=params)
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r.raise_for_status()
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return r.text
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# -------------------------
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# SEARCH FUNCTIONS
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# -------------------------
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def search_umls(term: str, max_results: int = 10) -> List[Dict]:
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"""
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Search UMLS for a medical concept by term and return CUIs, preferred names, and semantic types.
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"""
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tgt = get_tgt()
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st = get_service_ticket(tgt)
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params = {
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"string": term,
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"ticket": st,
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"pageSize": max_results
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}
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r = requests.get(f"{UMLS_BASE}/search/current", params=params)
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r.raise_for_status()
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data = r.json()
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results = []
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for item in data.get("result", {}).get("results", []):
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results.append({
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"ui": item.get("ui"), # CUI
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"name": item.get("name"),
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"rootSource": item.get("rootSource")
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})
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return results
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def get_cui_details(cui: str) -> Dict:
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"""
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Retrieve details for a specific CUI.
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"""
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tgt = get_tgt()
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st = get_service_ticket(tgt)
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params = {"ticket": st}
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r = requests.get(f"{UMLS_BASE}/content/current/CUI/{cui}", params=params)
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r.raise_for_status()
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return r.json()
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def get_cui_relations(cui: str) -> List[Dict]:
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"""
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Get relationships for a CUI (e.g., associated diseases, drugs, symptoms).
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"""
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tgt = get_tgt()
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st = get_service_ticket(tgt)
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params = {"ticket": st}
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r = requests.get(f"{UMLS_BASE}/content/current/CUI/{cui}/relations", params=params)
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r.raise_for_status()
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data = r.json()
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relations = []
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for rel in data.get("result", []):
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relations.append({
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"relationLabel": rel.get("relationLabel"),
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"relatedId": rel.get("relatedId"),
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"relatedName": rel.get("relatedIdName")
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})
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return relations
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