Update clinical_nlp/umls_bioportal.py
Browse files
clinical_nlp/umls_bioportal.py
CHANGED
@@ -1,10 +1,52 @@
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import requests
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from config.settings import settings
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url = f"https://uts-ws.nlm.nih.gov/rest/search/current?string={term}&apiKey={settings.umls_api_key}"
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return requests.get(url).json().get("result",{}).get("results",[])[:5]
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import requests
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from config.settings import settings
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from services.logger import app_logger
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# This is a very simplified example. Real UMLS/BioPortal integration is complex.
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UMLS_BASE_URL = "https://uts-ws.nlm.nih.gov/rest" # Example, check actual UMLS REST API
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BIOPORTAL_BASE_URL = "http://data.bioontology.org"
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def search_umls_term(term: str) -> dict:
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if not settings.UMLS_API_KEY:
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app_logger.warning("UMLS_API_KEY not set. UMLS search will be mocked.")
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return {"results": [{"term": term, "cui": "C0000000", "definition": "Mocked UMLS definition."}]}
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# This is a placeholder for a real UMLS API call.
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# You'd need to handle authentication (e.g., Ticket Granting Ticket) and parsing.
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# Example endpoint (hypothetical):
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# endpoint = f"{UMLS_BASE_URL}/search/current?string={term}&apiKey={settings.UMLS_API_KEY}"
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# For simplicity, we'll mock.
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try:
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# params = {'string': term, 'apiKey': settings.UMLS_API_KEY, 'pageNumber': 1, 'pageSize': 5}
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# response = requests.get(f"{UMLS_BASE_URL}/search/current", params=params) # Fictional endpoint
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# response.raise_for_status()
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# data = response.json()
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# return data.get("result", {}).get("results", [])
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return {"results": [{"name": f"Mocked UMLS result for {term}"}]} # Simplified mock
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except requests.RequestException as e:
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app_logger.error(f"UMLS API request failed: {e}")
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return {"error": str(e)}
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except Exception as e:
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app_logger.error(f"Error processing UMLS search for '{term}': {e}")
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return {"error": f"Unexpected error during UMLS search: {str(e)}"}
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def search_bioportal_term(term: str, ontology: str = "SNOMEDCT") -> dict:
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if not settings.BIOPORTAL_API_KEY:
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app_logger.warning("BIOPORTAL_API_KEY not set. BioPortal search will be mocked.")
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return {"collection": [{"prefLabel": term, "cui": ["C0000000"], "definition": ["Mocked BioPortal definition."]}]}
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headers = {"Authorization": f"apikey token={settings.BIOPORTAL_API_KEY}"}
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params = {"q": term, "ontologies": ontology, "include": "prefLabel,synonym,definition,cui"}
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try:
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response = requests.get(f"{BIOPORTAL_BASE_URL}/search", params=params, headers=headers)
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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app_logger.error(f"BioPortal API request failed: {e}")
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return {"error": str(e)}
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except Exception as e:
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app_logger.error(f"Error processing BioPortal search for '{term}': {e}")
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return {"error": f"Unexpected error during BioPortal search: {str(e)}"}
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