Python 按特定列对CSV进行BubbleSort

我有一个包含多行和列的csv文件。 我想使用python和bubblesort按特定列对文件进行排序。 例如：

输入csv文件：

输出：

在本例中，应按第三列对行进行排序

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到目前为止，我只能对第三列进行排序，但其他列保持不变。

这里是一个使用python内置csv模块的实现。此解决方案假定输入csv文件位于test.csv中，并且您希望输出位于output.csv中

import csv
file = csv.reader(open('test.csv', 'r'))
rows = [row for row in file]


# Python program for implementation of Bubble Sort
# from: https://www.geeksforgeeks.org/python-program-for-bubble-sort/
# modified to sort by the third element in the row per SO question
def bubble_sort(arr):
    n = len(arr)
    # Traverse through all array elements
    for i in range(n - 1):
        # range(n) also work but outer loop will repeat one time more than needed.
        # Last i elements are already in place
        for j in range(0, n - i - 1):
            # traverse the array from 0 to n-i-1
            # Swap if the element found is greater
            # than the next element
            if arr[j][2] > arr[j + 1][2]:
                arr[j], arr[j + 1] = arr[j + 1], arr[j]

    return arr


sorted_rows = [', '.join(row)+'\n' for row in bubble_sort(rows)]
with open('output.csv', 'w+') as f:
    f.writelines(sorted_rows)

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注意：您还可以使用pandas读取csv文件，并使用pandas中更快的内置算法进行排序

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Dave,Chicago,12345,Hiking
Daniel,New York,23456,Gaming
Ross,Boston,34567,Chess
Melinda,Washington,45678,Sports

import csv
file = csv.reader(open('test.csv', 'r'))
rows = [row for row in file]


# Python program for implementation of Bubble Sort
# from: https://www.geeksforgeeks.org/python-program-for-bubble-sort/
# modified to sort by the third element in the row per SO question
def bubble_sort(arr):
    n = len(arr)
    # Traverse through all array elements
    for i in range(n - 1):
        # range(n) also work but outer loop will repeat one time more than needed.
        # Last i elements are already in place
        for j in range(0, n - i - 1):
            # traverse the array from 0 to n-i-1
            # Swap if the element found is greater
            # than the next element
            if arr[j][2] > arr[j + 1][2]:
                arr[j], arr[j + 1] = arr[j + 1], arr[j]

    return arr


sorted_rows = [', '.join(row)+'\n' for row in bubble_sort(rows)]
with open('output.csv', 'w+') as f:
    f.writelines(sorted_rows)