將數據導出到csv文件時出現內存錯誤

Question

您好，我希望有人能幫助我完成大學課程，我的代碼有問題。我一直在運行數據導出時遇到內存錯誤。

有什麼辦法可以減少正在使用的內存，或者我可以採用不同的方法嗎？

對於課程工作，我從一個CSV文件中獲得一個關於客戶訂單的300條記錄文件，然後我必須將星期五記錄導出爲新的CSV文件。此外，我需要打印客戶訂單最流行的方法和訂單中籌集的資金，但我有一個簡單的計劃。

這是我第一次使用CSV，所以我不知道該怎麼做。當我運行程序時，它往往會立即崩潰或停止響應。一旦它出現'MEMORY ERROR'，但它就是它的全部。我使用的是大學提供的電腦，所以我不確定具體的規格，但我知道它運行4GB的內存。

限定計數OCCURENCES預定函數

def countOccurences(target,array): 
    counter = 0 
    for element in array: 
     if element == target: 
      counter= counter + 1 
    print counter 
    return counter 

爲用於從設置文件中收集數據

def dataInput(): 
    import csv 
    recordArray = [] 
    customerArray = [] 

    f = open('E:\Portable Python 2.7.6.1\Choral Shield Data File(CSV).csv') 
    csv_f = csv.reader(f) 

    for row in csv_f: 
     customerArray.append(row[0]) 
     ticketID = row[1] 
     day, area = datasplit(ticketID) 
     customerArray.append(day) 
     customerArray.append(area) 
     customerArray.append(row[2]) 
     customerArray.append(row[3]) 
     recordArray.append(customerArray) 
    f.close 
    return recordArray 

def datasplit(variable): 
     day = variable[0] 
     area = variable[1] 
     return day,area 

def dataProcessing(recordArray): 
    methodArray = [] 
    wed_thursCost = 5 
    friCost = 10 

    record = 0 
    while record < 300: 
     method = recordArray[record][4] 
     methodArray.append(method) 
     record = record+1 

    school = countOccurences('S',methodArray) 
    website = countOccurences('W',methodArray) 

    if school > website: 
     school = True 
    elif school < website: 
     website = True 

    dayArray = [] 
    record = 0 
    while record < 300: 
     day = recordArray[record][1] 
     dayArray.append(day) 
     record = record + 1 

    fridays = countOccurences('F',dayArray) 
    wednesdays = countOccurences('W',dayArray) 
    thursdays = countOccurences('T', dayArray) 

    totalFriCost = fridays * friCost 
    totalWedCost = wednesdays * wed_thursCost 
    totalThurCost = thursdays * wed_thursCost 
    totalCost = totalFriCost + totalWedCost + totalThurCost 

    return totalCost,school,website 

我的第一次嘗試寫入csv文件

程序 DataInput中函數創建用戶定義的函數

def dataExport(recordArray): 
    import csv 
    fridayRecords = [] 
    record = 0 
    customerIDArray = [] 
    ticketIDArray = [] 
    numberArray = [] 
    methodArray = [] 


    record = 0 
    while record < 300: 
     if recordArray[record][1] == 'F': 
      fridayRecords.append(recordArray[record]) 
      record = record + 1 

    with open('\Courswork output.csv',"wb") as f: 
     writer = csv.writer(f) 
     for record in fridayRecords: 
      writer.writerows(fridayRecords) 
     f.close 

我在寫作的第二次嘗試的CSV文件

def write_file(recordArray): # write selected records to a new csv file 
    CustomerID = [] 
    TicketID = [] 
    Number = [] 
    Method = [] 
    counter = 0 
    while counter < 300: 
     if recordArray[counter][2] == 'F': 
      CustomerID.append(recordArray[counter][0]) 
      TicketID.append(recordArray[counter][1]+recordArray[counter[2]]) 
      Number.append(recordArray[counter][3]) 
      Method.append(recordArray[counter][4]) 
    fridayRecords = [] # a list to contain the lists before writing to file 
    for x in range(len(CustomerID)): 
     one_record = CustomerID[x],TicketID[x],Number[x],Method[x] 
     fridayRecords.append(one_record) 
    #open file for writing 
    with open("sample_output.csv", "wb") as f: 
#create the csv writer object 
     writer = csv.writer(f) 
     #write one row (item) of data at a time 
     writer.writerows(recordArray) 
    f.close 
    counter = counter + 1 

#Main Program 

recordArray = dataInput() 
totalCost,school,website = dataProcessing(recordArray) 
write_file(recordArray) 

Answer 1

在功能write_file(recordArray)在你的第二次嘗試在第一while循環計數器變量counter從不更新如此循環持續不斷，直到你耗盡內存。