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app.py
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import flask
from flask import request, jsonify, abort
from flask_cors import CORS, cross_origin
import bioprocessor
import diseaseprocessor
import drugprocessor
import articleprocessor
import paragraphprocessor
import json
bio_service = bioprocessor.BioProcessor()
disease_service = diseaseprocessor.DiseaseProcessor()
drug_service = drugprocessor.DrugProcessor()
article_service = articleprocessor.ArticleProcessor()
paragraph_service = paragraphprocessor.ParagraphProcessor()
app = flask.Flask(__name__)
CORS(app)
@app.route('/', methods=['GET'])
def home():
return '''<h1>librAIry Bio-NLP</h1>
<p>A prototype API for NLP tasks in biomedical domain.</p>'''
@app.route('/bio-nlp', methods=['GET'])
def biohome():
return '''<h1>librAIry Bio-NLP</h1>
<p>A prototype API for NLP tasks in biomedical domain:
<ul>
<li>Drugs</li>
</ul>
</p>'''
def _get_drugs(request):
drugs = []
if (request.args.get('keywords')):
keywords = request.args.get('keywords')
for keyword in keywords.split("+"):
drugs.append(drug_service.get_drug_by_keyword(keyword))
return drugs
##################################################################################################
######
###### Bio NLP
######
##################################################################################################
@app.route('/bio-nlp/drugs', methods=['POST'])
def post_drugs():
if not request.json or not 'text' in request.json:
abort(400)
drugs = bio_service.get_drugs(request.json['text'])
return jsonify(drugs)
@app.route('/bio-nlp/diseases', methods=['POST'])
def post_diseases():
if not request.json or not 'text' in request.json:
abort(400)
diseases = bio_service.get_diseases(request.json['text'])
return jsonify(diseases)
##################################################################################################
######
###### Bio API
######
##################################################################################################
def get_query_param(request):
keywords = ""
if ('keywords' in request.args):
keywords = request.args['keywords']
drugs_filter = []
diseases_filter = []
text_filter = []
for keyword in keywords.split(","):
if (keyword == ""):
print("no params")
break
for kw_as_drug in drug_service.find_drugs(keyword):
if (('level' in kw_as_drug) and ('code' in kw_as_drug)):
drugs_filter.append("bionlp_drugs_C"+str(kw_as_drug['level'])+":"+kw_as_drug['code'])
break
for kw_as_disease in disease_service.find_diseases(keyword):
if (('level' in kw_as_disease) and ('code' in kw_as_disease)):
diseases_filter.append("bionlp_diseases_C"+str(kw_as_disease['level'])+":"+kw_as_disease['code'])
break
text_filter.append("text_t:\""+keyword+"\"")
query_filter = []
if (len(drugs_filter) > 0 ):
query_filter.append("(" + " AND ".join(drugs_filter) + ")")
if (len(diseases_filter) > 0 ):
query_filter.append("(" + " AND ".join(diseases_filter) + ")")
if (len(text_filter) > 0 ):
query_filter.append("(" + " AND ".join(text_filter) + ")")
query = "*:*"
if (len(query_filter) >0 ):
query = " OR ".join(query_filter)
return query
def get_size_param(request):
size = 10
if ('size' in request.args):
size = request.args['size']
return int(size)
def get_level_param(request):
level=-1
if ('level' in request.args):
level = request.args['level']
return int(level)
@app.route('/bio-api/drugs', methods=['GET'])
def get_drugs():
size = get_size_param(request)
level= get_level_param(request)
query = get_query_param(request)
drugs = drug_service.get_drugs(query,size,level)
return jsonify(drugs)
@app.route('/bio-api/replacements', methods=['GET'])
def get_interactions():
size = get_size_param(request)
level= get_level_param(request)
keywords = ""
if ('keywords' in request.args):
keywords = request.args['keywords'].split(",")[0]
interactions = []
if (len(keywords) > 0):
drugs = drug_service.find_drugs(keywords)
if (len(drugs) > 0):
drug = drugs[0]
interactions.extend( drug_service.get_related_drugs(drug['code'],size,level))
return jsonify(interactions)
@app.route('/bio-api/diseases', methods=['GET'])
def get_diseases():
size = get_size_param(request)
level= get_level_param(request)
query = get_query_param(request)
diseases = disease_service.get_diseases(query,size,level)
return jsonify(diseases)
@app.route('/bio-api/texts', methods=['GET'])
def get_paragraphs():
size = get_size_param(request)
query = get_query_param(request)
paragraphs = paragraph_service.get_paragraphs(query,size)
return jsonify(paragraphs)
if __name__ == '__main__':
app.run(debug=True, host='0.0.0.0')