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app.py
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app.py
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from flask import Flask
from flask import jsonify
from flask import Response
from flask import request
from flask_cors import CORS
from handlers.base import ErrorMessage
from handlers.base import predict
app = Flask(__name__)
CORS(app)
@app.route('/', methods=['GET'])
def health():
return Response('ok', 200)
@app.route('/bail-amount', methods=['POST'])
def bail_amount():
print(request.headers)
if request.method == 'POST':
try:
response = predict('bail_amount.model', 'predict_proba', app, request)
return Response(response, 200)
except Exception as e:
raise e
else:
return Response('Method Not Allowed', 403)
@app.route('/health-insurance-claim', methods=['POST'])
def health_insurance():
if request.method == 'POST':
try:
response = predict('health_insurance_claim.model', 'predict_proba', app, request)
return Response(response, 200)
except Exception as e:
raise e
else:
return Response('Method Not Allowed', 403)
@app.route('/higher-education-grant', methods=['POST'])
def higher_education_grant():
if request.method == 'POST':
try:
response = predict('higher_education_grant.model', 'predict', app, request)
return Response(response, 200)
except Exception as e:
raise e
else:
return Response('Method Not Allowed', 403)
@app.errorhandler(ErrorMessage)
def handle_error(error):
response = jsonify(error.to_dict())
response.status_code = error.status_code
return response
if __name__ == '__main__':
app.run(host='0.0.0.0', debug=True)