Advanced Data Analytics Using Python_ With Machine Learning, Deep Learning and NLP Examples ( 2023)

Chapter 7
Analytics at Scale
for future in as_completed(future_
array):
if self.big:
howbig1, pred1,
prob1,pred_big1,prob_
big1 = future.result()
pred = pred + pred1
pred_big = pred_big +
pred_big1
prob = prob + prob1
prob_big = prob_big +
prob_big1
howbig = howbig +
howbig
else:
pred1, prob1 = future.
result()
pred = pred + pred1
prob = prob + prob1
if self.big:
if howbig > .65:
pred, prob = pred_big, prob_
big
resp.status = falcon.HTTP_200
res = math.exp(pred)-1
if res < 0.1:
res = 0.1
if prob < 0.1 :
prob = 0.1
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