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data_creation.py
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data_creation.py
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from random import uniform, randint
pincode_file = open('distinct_pincode.csv', 'r')
with open('distinct_pincode.csv') as pincode_file, open('training_data.csv', 'w') as output_file:
for idx, data in enumerate(pincode_file):
if idx == 1000:
break
pincode = data.rstrip()
pincode_success_rate = uniform(0, 1)
for i in range(100):
theft = randint(0, 1)
online_or_cod = randint(0, 1)
success_rate = uniform(0, 1)
transaction_amt = randint(1, 10000)
successful_transaction = randint(1, 100)
if theft == 1:
deliver = 0
else:
num = uniform(0, 1)
if success_rate >= 0.1 and online_or_cod == 1:
deliver = 1
elif success_rate >= 0.1 and transaction_amt <= 500:
deliver = 1
elif success_rate >= 0.3:
deliver = (num >= 0.2)
else:
deliver = 0
output = str(pincode) + ','
output += str(pincode_success_rate) + ','
output += str(theft) + ','
output += str(online_or_cod) + ','
output += str(success_rate) + ','
output += str(transaction_amt) + ','
output += str(successful_transaction) + ','
output += str(int(deliver)) + '\n'
output_file.write(output)