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1_generate_data.py
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1_generate_data.py
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#
# generate data for numbers experiment
#
import os
# setup paths and filename
dirpath = os.getcwd()
datapath = dirpath + '\\data'
addh = datapath + '\\addh.csv'
addm = datapath + '\\addm.csv'
adds = datapath + '\\adds.csv'
numh = datapath + '\\numh.csv'
numm = datapath + '\\numm.csv'
nums = datapath + '\\nums.csv'
remain = datapath + '\\remain.csv'
# 1. Attributes for add hour relationship
# start with numh 0-23
# need variables
# - addee - the base integer
# - addor - the integer being added,
# - resnum - the result of the addition (integer),
# - remres - the result (integer) if a remainder is carried from a previous addition ,
# - resrem - the (boolean) of whether a remainder is left over from the addition,
# - remrem - the (boolean) of whether a remainder is left over from the addition, where a remainder is carried from a previous addition
#
myline1 = 'addee, addor, resnum, remres, remnum, remrem'+'\n'
with open(addh,'a') as out_file:
out_file.write(myline1)
num = 24
for i in range(num):
addee = i
for j in range(num):
addor = j
resnum = i+j
remres = resnum + 1
if (resnum >(num-1)):
resnum = resnum - num
resrem = 'true'
else:
resrem = 'false'
if (remres >(num-1)):
remres = remres - num
remrem = 'true'
else:
remrem = 'false'
#####
# deal with single digits
########
if(addee<10):
addeet = '0' + str(addee)
else:
addeet = str(addee)
if(addor<10):
addort = '0' + str(addor)
else:
addort = str(addor)
if(resnum<10):
resnumt = '0' + str(resnum)
else:
resnumt = str(resnum)
if(remres<10):
remrest = '0' + str(remres)
else:
remrest = str(remres)
myline2 = addeet + ', ' + addort + ', ' + resnumt + ', ' + remrest + ', ' + resrem + ', ' + remrem +'\n'
with open(addh,'a') as out_file:
out_file.write(myline2)
# 2. Attributes for add minute relationship
# start with numm 0-59
# need variables
# - addee - the base integer
# - addor - the integer being added,
# - resnum - the result of the addition (integer),
# - remres - the result (integer) if a remainder is carried from a previous addition ,
# - resrem - the (boolean) of whether a remainder is left over from the addition,
# - remrem - the (boolean) of whether a remainder is left over from the addition, where a remainder is carried from a previous addition
#
myline1 = 'addee, addor, resnum, remres, remnum, remrem'+'\n'
with open(addm,'a') as out_file:
out_file.write(myline1)
num = 60
for i in range(num):
addee = i
for j in range(num):
addor = j
resnum = i+j
remres = resnum + 1
if (resnum >(num-1)):
resnum = resnum - num
resrem = 'true'
else:
resrem = 'false'
if (remres >(num-1)):
remres = remres - num
remrem = 'true'
else:
remrem = 'false'
#####
# deal with single digits
########
if(addee<10):
addeet = '0' + str(addee)
else:
addeet = str(addee)
if(addor<10):
addort = '0' + str(addor)
else:
addort = str(addor)
if(resnum<10):
resnumt = '0' + str(resnum)
else:
resnumt = str(resnum)
if(remres<10):
remrest = '0' + str(remres)
else:
remrest = str(remres)
myline2 = addeet + ', ' + addort + ', ' + resnumt + ', ' + remrest + ', ' + resrem + ', ' + remrem +'\n'
with open(addm,'a') as out_file:
out_file.write(myline2)
# 3. Attributes for add seconds relationship
# start with nums 0-59
# need variables
# - addee - the base integer
# - addor - the integer being added,
# - resnum - the result of the addition (integer),
# - remres - the result (integer) if a remainder is carried from a previous addition ,
# - resrem - the (boolean) of whether a remainder is left over from the addition,
# - remrem - the (boolean) of whether a remainder is left over from the addition, where a remainder is carried from a previous addition
#
myline1 = 'addee, addor, resnum, remres, remnum, remrem'+'\n'
with open(adds,'a') as out_file:
out_file.write(myline1)
num = 60
for i in range(num):
addee = i
for j in range(num):
addor = j
resnum = i+j
remres = resnum + 1
if (resnum >(num-1)):
resnum = resnum - num
resrem = 'true'
else:
resrem = 'false'
if (remres >(num-1)):
remres = remres - num
remrem = 'true'
else:
remrem = 'false'
#####
# deal with single digits
########
if(addee<10):
addeet = '0' + str(addee)
else:
addeet = str(addee)
if(addor<10):
addort = '0' + str(addor)
else:
addort = str(addor)
if(resnum<10):
resnumt = '0' + str(resnum)
else:
resnumt = str(resnum)
if(remres<10):
remrest = '0' + str(remres)
else:
remrest = str(remres)
myline2 = addeet + ', ' + addort + ', ' + resnumt + ', ' + remrest + ', ' + resrem + ', ' + remrem +'\n'
with open(adds,'a') as out_file:
out_file.write(myline2)
# 4. Hour Attributes
# numh 0-24,
#
myline1 = 'num'+'\n'
with open(numh,'a') as out_file:
out_file.write(myline1)
num = 24
for i in range(num):
#####
# deal with single digits
########
if(i<10):
it = '0' + str(i)
else:
it = str(i)
myline2 = it + '\n'
with open(numh,'a') as out_file:
out_file.write(myline2)
# 5. Minute Attributes
# numm 0-59,
#
myline1 = 'num'+'\n'
with open(numm,'a') as out_file:
out_file.write(myline1)
num = 60
for i in range(num):
#####
# deal with single digits
########
if(i<10):
it = '0' + str(i)
else:
it = str(i)
myline2 = it + '\n'
with open(numm,'a') as out_file:
out_file.write(myline2)
# 5. Secods Attributes
# nums 0-59,
#
myline1 = 'num'+'\n'
with open(nums,'a') as out_file:
out_file.write(myline1)
num = 24
for i in range(num):
#####
# deal with single digits
########
if(i<10):
it = '0' + str(i)
else:
it = str(i)
myline2 = it + '\n'
with open(nums,'a') as out_file:
out_file.write(myline2)
# 6. Remainder Attributes
# does the addition have a remainder
# # remrem true-false,
#
myline1 = 'rem'+'\n'
with open(remain,'a') as out_file:
out_file.write(myline1)
myline2 = 'true' + '\n'
with open(remain,'a') as out_file:
out_file.write(myline2)
myline3 = 'false' + '\n'
with open(remain,'a') as out_file:
out_file.write(myline3)