Python - Numerical Statistics
2016-06-30 10:04
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# -*- coding: utf-8 -*-
"""
Created on Thu Apr 07 13:56:56 2016
@author: wzhao3
"""
import json
import sys
import xlsxwriter
import glob
import os
#os.chdir("C:\\Users\\wzhao3\\Desktop\\CLV\\Shifu")
#########################################
def main(argv):
if len(argv) <1:
print "please input the stats target"
return
cat_set=[]
with open("categorical.config") as cat_file:
for line in cat_file:
cat_set.append(line.rstrip('\n'))
workbook = xlsxwriter.Workbook('Stat_numerical_Test.xlsx')
worksheets=[]
for arg in argv:
worksheets.append(workbook.add_worksheet(arg))
for ws_index, ws in enumerate(worksheets):
values=list()
variables=[]
header=['variable_name','sparkline']
for f_index, fileName in enumerate(sorted(glob.glob('files/ColumnConfig*.json'), key=lambda name: int(name.split('_')[1].split('.')[0]))):
header.append(fileName.split('_')[1].split('.')[0])
with open(fileName) as data_file:
data = json.load(data_file)
content = []
for var in data:
if var['columnName'] not in cat_set:
if f_index==0:
variables.append(var['columnName'])
content.append(var['columnStats'][ws.get_name()])
values.append(content)
header.append("STDEV")
ws.write_row('A1', header)
ws.write_column('A2', variables)
ws.set_column('A:A', 20)
ws.set_column('B:B', 50)
values= map(list, zip(*values))
for i in range(len(values)):
ws.write_row('C'+str(i+2), values[i])
for ws in worksheets:
for i in range(len(variables)):
ws.add_sparkline('B'+str(i+2), {'range': ws.get_name()+'!C'+str(i+2)+':'+ col(len(header)-1) +str(i+2) })
ws.write_formula(col(len(header))+str(i+2), '{=STDEV('+ws.get_name()+'!C'+str(i+2)+':'+ col(len(header)-1) +str(i+2)+')}' )
workbook.close()
def col(n):
if n<=26:
return chr(65+n-1)
if n>26 and n<=702:
c1=int(n/26)
c2=n%26
if c2==0:
return chr(65+c1-2)+chr(65+26-1)
else:
return chr(65+c1-1)+chr(65+c2-1)
if n>702 and n <= 17576:
c1=n%26%26
c2=int(n/26)
c3=c2%26
c4=int(c2/26)
if c1==0:
return chr(65+c4-1)+chr(65+c3-2)+chr(65+26-1)
else:
return chr(65+c4-1)+chr(65+c3-1)+chr(65+c1-1)
if __name__ == "__main__":
main(sys.argv[1:])
"""
Created on Thu Apr 07 13:56:56 2016
@author: wzhao3
"""
import json
import sys
import xlsxwriter
import glob
import os
#os.chdir("C:\\Users\\wzhao3\\Desktop\\CLV\\Shifu")
#########################################
def main(argv):
if len(argv) <1:
print "please input the stats target"
return
cat_set=[]
with open("categorical.config") as cat_file:
for line in cat_file:
cat_set.append(line.rstrip('\n'))
workbook = xlsxwriter.Workbook('Stat_numerical_Test.xlsx')
worksheets=[]
for arg in argv:
worksheets.append(workbook.add_worksheet(arg))
for ws_index, ws in enumerate(worksheets):
values=list()
variables=[]
header=['variable_name','sparkline']
for f_index, fileName in enumerate(sorted(glob.glob('files/ColumnConfig*.json'), key=lambda name: int(name.split('_')[1].split('.')[0]))):
header.append(fileName.split('_')[1].split('.')[0])
with open(fileName) as data_file:
data = json.load(data_file)
content = []
for var in data:
if var['columnName'] not in cat_set:
if f_index==0:
variables.append(var['columnName'])
content.append(var['columnStats'][ws.get_name()])
values.append(content)
header.append("STDEV")
ws.write_row('A1', header)
ws.write_column('A2', variables)
ws.set_column('A:A', 20)
ws.set_column('B:B', 50)
values= map(list, zip(*values))
for i in range(len(values)):
ws.write_row('C'+str(i+2), values[i])
for ws in worksheets:
for i in range(len(variables)):
ws.add_sparkline('B'+str(i+2), {'range': ws.get_name()+'!C'+str(i+2)+':'+ col(len(header)-1) +str(i+2) })
ws.write_formula(col(len(header))+str(i+2), '{=STDEV('+ws.get_name()+'!C'+str(i+2)+':'+ col(len(header)-1) +str(i+2)+')}' )
workbook.close()
def col(n):
if n<=26:
return chr(65+n-1)
if n>26 and n<=702:
c1=int(n/26)
c2=n%26
if c2==0:
return chr(65+c1-2)+chr(65+26-1)
else:
return chr(65+c1-1)+chr(65+c2-1)
if n>702 and n <= 17576:
c1=n%26%26
c2=int(n/26)
c3=c2%26
c4=int(c2/26)
if c1==0:
return chr(65+c4-1)+chr(65+c3-2)+chr(65+26-1)
else:
return chr(65+c4-1)+chr(65+c3-1)+chr(65+c1-1)
if __name__ == "__main__":
main(sys.argv[1:])
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