import csv FILE = 'Summarised_data_usage_per_ICCID_(STCU)_20211101_20211130_2021-12-02T94742084Z.CSV' FILE2 = 'Standard_Pairing_File___2021-12-02T1142395Z.CSV' FILE3 = 'VFGDSP202110_Summarised_SMS_usage_per_IMSI.CSV' class One(object): def __init__(self, iccid, imsi, price, smscount): self.iccid = iccid self.imsi = imsi self.price = price self.smscount = smscount def __str__(self): return " iccid: %s, imsi: %s, price: %s, smscount: %s)" % (self.iccid, self.imsi, self.price, self.smscount) dict_by_iccid = {} with open(FILE, newline='', encoding="utf-8") as csvfile: reader = csv.DictReader(csvfile, delimiter=',') for row in reader: # print(row) iccid = int(row['ICCID']) #price = row['Sum Total Kbytes'].replace(',', '.') price = row['Sum Total Kbytes'] price = price.replace(' ', '') # print(iccid, price) price = (2.23 * float(price)) / 1024 if iccid in dict_by_iccid: dict_by_iccid[iccid].price += price else: dict_by_iccid[iccid] = One(iccid=iccid, imsi=0, price=price,smscount=0) # dict_by_iccid = { iccid1: One(), iccid2:One(), iccid3:One(), } # only add IMSI if possible with open(FILE2, newline='', encoding="utf-8") as csvfile2: reader2 = csv.DictReader(csvfile2, delimiter=',') for row in reader2: imsi2 = int(row['IMSI']) iccid2 = int(row['ICCID']) if iccid2 in dict_by_iccid: dict_by_iccid[iccid2].imsi = imsi2 else: dict_by_iccid[iccid2] = One(iccid=iccid2, imsi=imsi2, price=0, smscount=0) # dict_by_iccid = { iccid1: One(), iccid2:One(), iccid3:One(), } # new dictionary for easier look up dict_by_imsi = {} for i in dict_by_iccid.values(): dict_by_imsi[i.imsi] = i # dict_by_imsi = { imsi1: One(), imsi2:One(), imsi3:One(), } # add price for one imsi with open(FILE3, newline='', encoding="utf-8") as csvfile3: reader3 = csv.DictReader(csvfile3, delimiter=',') for row in reader3: smspay = int(row['Nr. of SMS payload']) smsmo = int(row['Nr. of SMS MO']) imsi3 = int(row['IMSI']) # print("IMSI: ",imsi) # print("smspay: ",smspay) # print("smsmo: ", smsmo) price = (smspay * 0.26) + (smsmo * 1.28) smscountnum = smspay + smsmo if imsi3 in dict_by_imsi: dict_by_imsi[imsi3].price += price dict_by_imsi[imsi3].smscount += smscountnum else: dict_by_imsi[imsi3] = One(iccid=None, imsi=imsi3, price=price, smscount=smscountnum) with open('vystup_tadaaa.csv', 'w') as csv_file: for value in dict_by_imsi.values(): print(value.iccid, value.imsi, value.price, value.smscount) writer = csv.writer(csv_file) writer.writerow([value.iccid, value.imsi,value.price,value.smscount]) print("just messing with git") #print(i) # with open('dict.csv', 'w') as csv_file: # writer = csv.writer(csv_file) # for key, value in dict_by_imsi.items(): # writer.writerow([key, value])